diff --git a/cda-etl/Dockerfile b/cda-etl/Dockerfile index 374963c38..b1294035f 100644 --- a/cda-etl/Dockerfile +++ b/cda-etl/Dockerfile @@ -7,4 +7,6 @@ RUN pip install --no-cache-dir -r requirements.txt COPY src/ /app/src/ +ENV PYTHONPATH=/app/src/cda_etl:/app/src + CMD ["python", "src/cda_etl/main.py"] diff --git a/cda-etl/build.gradle b/cda-etl/build.gradle index bbf46f4cf..23b77cae5 100644 --- a/cda-etl/build.gradle +++ b/cda-etl/build.gradle @@ -64,7 +64,7 @@ tasks.register('runEtlUnitTests', DockerExec) { doFirst { def args = [ 'docker', 'run', '--rm', - '-e', 'PYTHONPATH=/app/src/cda_etl', + '-e', 'PYTHONPATH=/app/src/cda_etl:/app/src', '-v', "${projectDir}/src:/app/src" ] diff --git a/cda-etl/data/sample-data/SWT/Clobs/FLOW.EUFA.PROJECT_TOTAL.json b/cda-etl/data/sample-data/SWT/Clobs/FLOW.EUFA.PROJECT_TOTAL.json new file mode 100644 index 000000000..128d15ebb --- /dev/null +++ b/cda-etl/data/sample-data/SWT/Clobs/FLOW.EUFA.PROJECT_TOTAL.json @@ -0,0 +1,4 @@ +{ + "office-id": "SWT", + "id": "FLOW.EUFA.PROJECT_TOTAL" +} \ No newline at end of file diff --git a/cda-etl/data/sample-data/SWT/LocationLevels/EUFA-Dam.Elev.Inst.0.Top of Flood.por.json b/cda-etl/data/sample-data/SWT/LocationLevels/EUFA-Dam.Elev.Inst.0.Top of Flood.por.json new file mode 100644 index 000000000..0e8926c94 --- /dev/null +++ b/cda-etl/data/sample-data/SWT/LocationLevels/EUFA-Dam.Elev.Inst.0.Top of Flood.por.json @@ -0,0 +1,6 @@ +{ + "levels": [], + "page": "MHx8MHx8MTAw", + "page-size": 100, + "total": 0 +} \ No newline at end of file diff --git a/cda-etl/data/sample-data/SWT/Properties/LOCATION LEVEL ASSOCIATION.json b/cda-etl/data/sample-data/SWT/Properties/LOCATION LEVEL ASSOCIATION.json new file mode 100644 index 000000000..595939aa9 --- /dev/null +++ b/cda-etl/data/sample-data/SWT/Properties/LOCATION LEVEL ASSOCIATION.json @@ -0,0 +1,25 @@ +[ + { + "office-id": "SWT", + "category": "LOCATION LEVEL ASSOCIATION", + "name": "Regi_project_INPUT.Evap_pan_to_lake_multiplier.?GLOBAL?" + }, + { + "office-id": "SWT", + "category": "LOCATION LEVEL ASSOCIATION", + "name": "Regi_project_INPUT.Evap_pan_to_lake_multiplier.COPA", + "value": "COPA.Coeff.Inst.0.Pan Evaporation Multiplier" + }, + { + "office-id": "SWT", + "category": "LOCATION LEVEL ASSOCIATION", + "name": "Regi_project_INPUT.Evap_pan_to_lake_multiplier.KEYS", + "value": "KEYS.Coeff.Inst.0.Pan Evaporation Multiplier" + }, + { + "office-id": "SWT", + "category": "LOCATION LEVEL ASSOCIATION", + "name": "Regi_project_INPUT.Evap_seasonal_pan_value.COPA", + "value": "COPA.Coeff.Inst.0.Pan Evaporation Multiplier" + } +] \ No newline at end of file diff --git a/cda-etl/data/sample-data/SWT/Properties/LOCATION RATING ASSOCIATION.json b/cda-etl/data/sample-data/SWT/Properties/LOCATION RATING ASSOCIATION.json new file mode 100644 index 000000000..0126ef4ba --- /dev/null +++ b/cda-etl/data/sample-data/SWT/Properties/LOCATION RATING ASSOCIATION.json @@ -0,0 +1,16 @@ +[ + { + "office-id": "SWT", + "category": "LOCATION RATING ASSOCIATION", + "name": "Regi_project_INPUT.Elev_Area.?GLOBAL?", + "value": "?GLOBAL?.Elev;Area.Linear.Production", + "comment": "Description for: Elev Area Rating" + }, + { + "office-id": "SWT", + "category": "LOCATION RATING ASSOCIATION", + "name": "Regi_project_INPUT.Elev_Stor.?GLOBAL?", + "value": "?GLOBAL?.Elev;Stor.Linear.Production", + "comment": "Description for: Elev Stor Rating" + } +] \ No newline at end of file diff --git a/cda-etl/data/sample-data/SWT/Properties/LOCATION TIME SERIES ASSOCIATION.json b/cda-etl/data/sample-data/SWT/Properties/LOCATION TIME SERIES ASSOCIATION.json new file mode 100644 index 000000000..a863718dc --- /dev/null +++ b/cda-etl/data/sample-data/SWT/Properties/LOCATION TIME SERIES ASSOCIATION.json @@ -0,0 +1,3676 @@ +[ + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_INPUT.GateSettings_gate_opening.ALTU", + "value": "ALTU.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_INPUT.GateSettings_gate_opening.ARCA", + "value": "ARCA.Opening-Low_Flow_Gates.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_INPUT.GateSettings_gate_opening.CANT", + "value": "CANT.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_INPUT.GateSettings_gate_opening.CHOU", + "value": "CHOU.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_INPUT.GateSettings_gate_opening.DENI", + "value": "DENI.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_INPUT.GateSettings_gate_opening.EUFA", + "value": "EUFA.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_INPUT.GateSettings_gate_opening.HEYB", + "value": "HEYB.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_INPUT.GateSettings_gate_opening.HUDS", + "value": "HUDS.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_INPUT.GateSettings_gate_opening.KAWL", + "value": "KAWL.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_INPUT.GateSettings_gate_opening.KEYS", + "value": "KEYS.Opening-Spillway_Gates.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_INPUT.GateSettings_gate_opening.PENS", + "value": "PENS.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_INPUT.GateSettings_gate_opening.PINE", + "value": "PINE.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_INPUT.GateSettings_gate_opening.SKIA", + "value": "SKIA.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_INPUT.GateSettings_gate_opening.TENK", + "value": "TENK.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_INPUT.GateSettings_gate_opening.WAUR", + "value": "WAUR.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_INPUT.GateSettings_gate_opening.WEBB", + "value": "WEBB.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_OUTPUT.GateSettings_gate_opening.ALTU", + "value": "ALTU.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_OUTPUT.GateSettings_gate_opening.ARCA", + "value": "ARCA.Opening-Low_Flow_Gates.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_OUTPUT.GateSettings_gate_opening.CANT", + "value": "CANT.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_OUTPUT.GateSettings_gate_opening.CHOU", + "value": "CHOU.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_OUTPUT.GateSettings_gate_opening.DENI", + "value": "DENI.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_OUTPUT.GateSettings_gate_opening.EUFA", + "value": "EUFA.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_OUTPUT.GateSettings_gate_opening.HEYB", + "value": "HEYB.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_OUTPUT.GateSettings_gate_opening.HUDS", + "value": "HUDS.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_OUTPUT.GateSettings_gate_opening.KAWL", + "value": "KAWL.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_OUTPUT.GateSettings_gate_opening.KEYS", + "value": "KEYS.Opening-Spillway_Gates.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_OUTPUT.GateSettings_gate_opening.PENS", + "value": "PENS.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_OUTPUT.GateSettings_gate_opening.PINE", + "value": "PINE.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_OUTPUT.GateSettings_gate_opening.SKIA", + "value": "SKIA.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_OUTPUT.GateSettings_gate_opening.TENK", + "value": "TENK.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_OUTPUT.GateSettings_gate_opening.WAUR", + "value": "WAUR.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_OUTPUT.GateSettings_gate_opening.WEBB", + "value": "WEBB.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_PRIMARY.GateSettings_gate_opening.ALTU", + "value": "ALTU.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_PRIMARY.GateSettings_gate_opening.ARCA", + "value": "ARCA.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_PRIMARY.GateSettings_gate_opening.CANT", + "value": "CANT.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_PRIMARY.GateSettings_gate_opening.CHOU", + "value": "CHOU.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_PRIMARY.GateSettings_gate_opening.DENI", + "value": "DENI.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_PRIMARY.GateSettings_gate_opening.EUFA", + "value": "EUFA.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_PRIMARY.GateSettings_gate_opening.HEYB", + "value": "HEYB.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_PRIMARY.GateSettings_gate_opening.HUDS", + "value": "HUDS.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_PRIMARY.GateSettings_gate_opening.KAWL", + "value": "KAWL.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_PRIMARY.GateSettings_gate_opening.KEYS", + "value": "KEYS.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_PRIMARY.GateSettings_gate_opening.PENS", + "value": "PENS.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_PRIMARY.GateSettings_gate_opening.PINE", + "value": "PINE.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_PRIMARY.GateSettings_gate_opening.SKIA", + "value": "SKIA.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_PRIMARY.GateSettings_gate_opening.TENK", + "value": "TENK.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_PRIMARY.GateSettings_gate_opening.WAUR", + "value": "WAUR.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_gate_PRIMARY.GateSettings_gate_opening.WEBB", + "value": "WEBB.Opening.Inst.0.0.MANUAL" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_lock_INPUT.Navigation_flow_1day.%base%", + "value": "%base%.Flow-Navigation Out.Total.~1Day~0s.1Day.Rev-Regi-Computed" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_lock_INPUT.Navigation_flow_1day.?GLOBAL?", + "value": "?GLOBAL?.Flow-Navigation Out.Total.~1Day~0s.1Day.Rev-Regi-Computed" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_lock_INPUT.Navigation_lockage_count_1day.%base%", + "value": "%base%.Count-Lockages.Total.~1Day~0s.1Day.Rev-Manual" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_lock_INPUT.Navigation_lockage_count_1day.?GLOBAL?", + "value": "?GLOBAL?.Count-Lockages.Total.~1Day~0s.1Day.Rev-Manual" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_lock_OUTPUT.Navigation_flow_1day.%base%", + "value": "%base%.Flow-Navigation Out.Total.~1Day~0s.1Day.Rev-Regi-Computed" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_lock_OUTPUT.Navigation_flow_1day.?GLOBAL?", + "value": "?GLOBAL?.Flow-Navigation Out.Total.~1Day~0s.1Day.Rev-Regi-Computed" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_lock_OUTPUT.Navigation_lockage_count_1day.%base%", + "value": "%base%.Count-Lockages.Total.~1Day~0s.1Day.Rev-Manual" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_lock_OUTPUT.Navigation_lockage_count_1day.?GLOBAL?", + "value": "?GLOBAL?.Count-Lockages.Total.~1Day~0s.1Day.Rev-Manual" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_lock_PRIMARY.Navigation_flow_1day.%base%", + "value": "%base%.Flow-Navigation Out.Total.~1Day~0s.1Day.Rev-Regi-Computed" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_lock_PRIMARY.Navigation_lockage_count_1day.%base%", + "value": "%base%.Count-Lockages.Total.~1Day~0s.1Day.Rev-Manual" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Elevation_Project_Notes.%base%", + "value": "%base%.Text.Inst.~1Day.0.Wcds-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Elevation_Project_Notes.?GLOBAL?", + "value": "?GLOBAL?.Text.Inst.~1Day.0.Wcds-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Elevation_elevation_pool_raw.%base%", + "value": "%base%.Elev.Inst.1Hour.0.Decodes-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Elevation_elevation_pool_raw.?GLOBAL?", + "value": "?GLOBAL?.Elev.Inst.1Hour.0.Decodes-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Elevation_elevation_pool_rev.%base%", + "value": "%base%.Elev.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Elevation_elevation_pool_rev.?GLOBAL?", + "value": "?GLOBAL?.Elev.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Elevation_elevation_pool_rev.BEAR", + "value": "TORO.Elev.Inst.1Hour.0.Goes-raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Elevation_elevation_tailwater_raw.%base%", + "value": "%base%.Elev-Tailwater.Inst.1Hour.0.Decodes-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Elevation_elevation_tailwater_raw.?GLOBAL?", + "value": "?GLOBAL?.Elev-Tailwater.Inst.1Hour.0.Decodes-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Elevation_elevation_tailwater_rev.%base%", + "value": "%base%.Elev-Tailwater.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Elevation_elevation_tailwater_rev.?GLOBAL?", + "value": "?GLOBAL?.Elev-Tailwater.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Elevation_project_storage_raw.%base%", + "value": "%base%.Stor.Inst.1Hour.0.Ccp-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Elevation_project_storage_raw.?GLOBAL?", + "value": "?GLOBAL?.Stor.Inst.1Hour.0.Ccp-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Elevation_project_storage_rev.%base%", + "value": "%base%.Stor.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Elevation_project_storage_rev.?GLOBAL?", + "value": "?GLOBAL?.Stor.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.GateSettings_elevation_pool.%base%", + "value": "%base%.Elev.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.GateSettings_elevation_pool.?GLOBAL?", + "value": "?GLOBAL?.Elev.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.GateSettings_elevation_tailwater.%base%", + "value": "%base%.Elev-Tailwater.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.GateSettings_elevation_tailwater.?GLOBAL?", + "value": "?GLOBAL?.Elev-Tailwater.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly Inflow and Weather Project Notes.?GLOBAL?" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_adjusted_inflow.%base%", + "value": "%base%.Flow-Res In.Ave.~1Day.1Day.Copied-Ccp-Adjusted" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_adjusted_inflow.?GLOBAL?", + "value": "?GLOBAL?.Flow-Res In.Ave.~1Day.1Day.Copied-Ccp-Adjusted" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_air_temp.%base%", + "value": "%base%.Temp-Air.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_air_temp.?GLOBAL?", + "value": "?GLOBAL?.Temp-Air.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_air_temp.ALTU", + "value": "MNSO2.Temp-Air.Inst.1Hour.0.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION 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In.Ave.~1Day.1Day.Copied-Ccp-Adjusted" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_computed_inflow_daily.?GLOBAL?", + "value": "?GLOBAL?.Flow-Res In.Ave.~1Day.1Day.Copied-Ccp-Adjusted" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_elevation.%base%", + "value": "%base%.Elev.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_elevation.?GLOBAL?", + "value": "?GLOBAL?.Elev.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_lake_condition.?GLOBAL?" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_lake_condition.EUFA" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_project_evap.%base%", + "value": "%base%.Evap.Total.~1Day.1Day.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_project_evap.?GLOBAL?", + "value": "?GLOBAL?.Evap.Total.~1Day.1Day.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_project_precip.%base%", + "value": "%base%.Precip-Inc.Total.1Hour.1Hour.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_project_precip.?GLOBAL?", + "value": "?GLOBAL?.Precip-Inc.Total.1Hour.1Hour.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_relative_humidity.%base%", + "value": "%base%.%-Humidity.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_relative_humidity.?GLOBAL?", + "value": "?GLOBAL?.%-Humidity.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_relative_humidity.ALTU", + "value": "MNSO2.%-Humidity.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_relative_humidity.ARBU", + "value": "SLSO2.%-Humidity.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_relative_humidity.CHEN", + "value": "MARI.%-Humidity.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_relative_humidity.FCOB", + "value": "FCSO2.%-Humidity.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_relative_humidity.FOSS", + "value": "FCSO2.%-Humidity.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_relative_humidity.KEMP", + "value": "TRUS.%-Humidity.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_relative_humidity.MCGE", + "value": "LNSO2.%-Humidity.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_relative_humidity.MERE", + "value": "FRIT.%-Humidity.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_relative_humidity.THUN", + "value": "NRSO2.%-Humidity.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": 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"Regi_project_INPUT.Hourly_weather_condition.EUFA" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_wind_direction.%base%", + "value": "%base%.Dir-Wind.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_wind_direction.?GLOBAL?", + "value": "?GLOBAL?.Dir-Wind.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_wind_direction.ALTU", + "value": "MNSO2.Dir-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_wind_direction.ARBU", + "value": "SLSO2.Dir-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_wind_direction.CHEN", + "value": 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"category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_wind_speed.ALTU", + "value": "MNSO2.Speed-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_wind_speed.ARBU", + "value": "SLSO2.Speed-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_wind_speed.CHEN", + "value": "MARI.Speed-Wind.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_wind_speed.EUFA", + "value": "EUFA.Speed-Wind.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Hourly_wind_speed.FCOB", + "value": "FCSO2.Speed-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES 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ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_computed_inflow.?GLOBAL?", + "value": "?GLOBAL?.Flow-Res In.Ave.~1Day~0s.1Day.Regi-Rev-Computed" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_net_pumpage.%base%", + "value": "%base%.Flow-Net Pumpage.Ave.1Day.1Day.Regi-Rev-Flowgroup" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_net_pumpage.?GLOBAL?", + "value": "?GLOBAL?.Flow-Net Pumpage.Ave.1Day.1Day.Regi-Rev-Flowgroup" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_project_elevation.%base%", + "value": "%base%.Elev.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_project_elevation.?GLOBAL?", + "value": "?GLOBAL?.Elev.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_project_evap_1day.%base%", + "value": "%base%.Evap.Total.~1Day~7h.1Day.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_project_evap_1day.?GLOBAL?", + "value": "?GLOBAL?.Evap.Total.~1Day~7h.1Day.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_project_evap_1day_alt.%base%", + "value": "%base%.Evap.Total.~1Day.1Day.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_project_evap_1day_alt.?GLOBAL?", + "value": "?GLOBAL?.Evap.Total.~1Day.1Day.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_project_precip_1day.%base%", + "value": "%base%.Precip-Inc.Total.~1Day~7h.1Day.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_project_precip_1day.?GLOBAL?", + "value": "?GLOBAL?.Precip-Inc.Total.~1Day~7h.1Day.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_project_precip_1day_alt.%base%", + "value": "%base%.Precip-Alt.Total.1Day.1Day.Decodes-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_project_precip_1day_alt.?GLOBAL?", + "value": "?GLOBAL?.Precip-Alt.Total.1Day.1Day.Decodes-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_direction_instantaneous.%base%", + "value": "%base%.Dir-Wind.Inst.1Hour.0.Decodes-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_direction_instantaneous.?GLOBAL?", + "value": "?GLOBAL?.Dir-Wind.Inst.1Hour.0.Decodes-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_direction_instantaneous.ALTU", + "value": "MNSO2.Dir-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_direction_instantaneous.ARBU", + "value": "SLSO2.Dir-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_direction_instantaneous.CHEN", + "value": "MARI.Dir-Wind.Inst.1Hour.0.Decodes-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_direction_instantaneous.FCOB", + "value": "FCSO2.Dir-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_direction_instantaneous.FOSS", + "value": "FCSO2.Dir-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_direction_instantaneous.KEMP", + "value": "TRUS.Dir-Wind.Inst.1Hour.0.Decodes-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_direction_instantaneous.MCGE", + "value": "LNSO2.Dir-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_direction_instantaneous.MERE", + "value": "FRIT.Dir-Wind.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_direction_instantaneous.THUN", + "value": "NRSO2.Dir-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_direction_instantaneous.TOMS", + "value": "LWSO2.Dir-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_direction_instantaneous_alt.%base%", + "value": "%base%.Dir-Wind Alt.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_direction_instantaneous_alt.?GLOBAL?", + "value": "?GLOBAL?.Dir-Wind Alt.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_direction_instantaneous_alt.MCGE", + "value": "LNSO2.Dir-Wind Alt.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_speed_instantaneous.%base%", + "value": "%base%.Speed-Wind.Inst.1Hour.0.Decodes-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_speed_instantaneous.?GLOBAL?", + "value": "?GLOBAL?.Speed-Wind.Inst.1Hour.0.Decodes-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_speed_instantaneous.ALTU", + "value": "MNSO2.Speed-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_speed_instantaneous.ARBU", + "value": "SLSO2.Speed-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_speed_instantaneous.CHEN", + "value": "MARI.Speed-Wind.Inst.1Hour.0.Decodes-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_speed_instantaneous.FCOB", + "value": "FCSO2.Speed-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_speed_instantaneous.FOSS", + "value": "FCSO2.Speed-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_speed_instantaneous.KEMP", + "value": "TRUS.Speed-Wind.Inst.1Hour.0.Decodes-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_speed_instantaneous.MCGE", + "value": "LNSO2.Speed-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_speed_instantaneous.MERE", + "value": "FRIT.Speed-Wind.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_speed_instantaneous.THUN", + "value": "NRSO2.Speed-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_speed_instantaneous.TOMS", + "value": "LWSO2.Speed-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_speed_instantaneous_alt.%base%", + "value": "%base%.Speed-Wind Alt.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Inflow_wind_speed_instantaneous_alt.?GLOBAL?", + "value": "?GLOBAL?.Speed-Wind Alt.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Releases_elevation.%base%", + "value": "%base%.Elev.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Releases_elevation.?GLOBAL?", + "value": "?GLOBAL?.Elev.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_basin_avg_precip_1day.%base%", + "value": "%base%.Precip-Mean Areal.Total.~1Day~7h.1Day.Metvue-Computed", + "comment": "Basin Average precip that is computed from StageIII estimates with the program Basin_rf.exe" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_basin_avg_precip_1day.?GLOBAL?", + "value": "?GLOBAL?.Precip-Mean Areal.Total.~1Day~7h.1Day.Metvue-Computed", + "comment": "Basin Average precip that is computed from StageIII estimates with the program Basin_rf.exe" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_computed_evap_1day.%base%", + "value": "%base%.Evap.Total.~1Day.1Day.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_computed_evap_1day.?GLOBAL?", + "value": "?GLOBAL?.Evap.Total.~1Day.1Day.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_lake_condition.%base%", + "value": "%base%.Code-Lake Condition.Inst.1Day.0.Wcds-Obs" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_lake_condition.?GLOBAL?", + "value": "?GLOBAL?.Code-Lake Condition.Inst.1Day.0.Wcds-Obs" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_lookup_evap_1day.%base%", + "value": "%base%.Evap-Pan.Total.1Day.0.wcds-obs" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_lookup_evap_1day.?GLOBAL?", + "value": "?GLOBAL?.Evap-Pan.Total.1Day.0.wcds-obs" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_pan_evap_1day.%base%", + "value": "%base%.Evap-Pan.Total.1Day.0.wcds-obs" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_pan_evap_1day.?GLOBAL?", + "value": "?GLOBAL?.Evap-Pan.Total.1Day.0.wcds-obs" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_pan_evap_1day_alt.%base%", + "value": "%base%.Evap-Pan.Total.1Day.0.wcds-obs" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_pan_evap_1day_alt.?GLOBAL?", + "value": "?GLOBAL?.Evap-Pan.Total.1Day.0.wcds-obs" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_air_temperature.%base%", + "value": "%base%.Temp-Air.Inst.1Hour.0.Decodes-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_air_temperature.?GLOBAL?", + "value": "?GLOBAL?.Temp-Air.Inst.1Hour.0.Decodes-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_air_temperature.ALTU", + "value": "MNSO2.Temp-Air.Inst.1Hour.0.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_air_temperature.ARBU", + "value": "SLSO2.Temp-Air.Inst.1Hour.0.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_air_temperature.CHEN", + "value": "MARI.Temp-Air.Inst.1Hour.0.Decodes-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_air_temperature.FCOB", + "value": "FCSO2.Temp-Air.Inst.1Hour.0.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_air_temperature.FOSS", + "value": "BTSO2.Temp-Air.Inst.1Hour.0.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_air_temperature.KEMP", + "value": "TRUS.Temp-Air.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_air_temperature.MCGE", + "value": "LNSO2.Temp-Air.Inst.1Hour.0.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_air_temperature.MERE", + "value": "FRIT.Temp-Air.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_air_temperature.THUN", + "value": "NRSO2.Temp-Air.Inst.1Hour.0.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_air_temperature.TOMS", + "value": "LWSO2.Temp-Air.Inst.1Hour.0.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_baro_pres.?GLOBAL?" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_elevation.%base%", + "value": "%base%.Elev.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_elevation.?GLOBAL?", + "value": "?GLOBAL?.Elev.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_evap_1day.%base%", + "value": "%base%.Evap.Total.~1Day~7h.1Day.Ccp-Rev", + "comment": "Description for: Weather_project_evap_1day" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_evap_1day.?GLOBAL?", + "value": "?GLOBAL?.Evap.Total.~1Day~7h.1Day.Ccp-Rev", + "comment": "Description for: Weather_project_evap_1day" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_evap_1day.KEYS", + "value": "KEYS.Evap.Total.~1Day~7h.1Day.Ccp-Rev", + "comment": "Description for: Weather_project_evap_1day" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_evap_type.%base%", + "value": "%base%.Code-Evap Type.Total.~1Day~7h.1Day.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_evap_type.?GLOBAL?", + "value": "?GLOBAL?.Code-Evap Type.Total.~1Day~7h.1Day.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_evap_type.KEYS", + "value": "KEYS.Code-Evap Type.Total.~1Day~7h.1Day.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_obs_precip_1day.%base%", + "value": "%base%.Precip-Inc.Total.~1Day~7h.1Day.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_obs_precip_1day.?GLOBAL?", + "value": "?GLOBAL?.Precip-Inc.Total.~1Day~7h.1Day.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_precip_1day.%base%", + "value": "%base%.Precip-Inc.Total.~1Day~7h.1Day.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_precip_1day.?GLOBAL?", + "value": "?GLOBAL?.Precip-Inc.Total.~1Day~7h.1Day.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_precip_1day.KEYS", + "value": "KEYS.Precip-Inc.Total.~1Day~7h.1Day.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_relh_temperature.%base%", + "value": "%base%.%-Humidity.Inst.1Hour.0.Decodes-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_relh_temperature.?GLOBAL?", + "value": "?GLOBAL?.%-Humidity.Inst.1Hour.0.Decodes-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_relh_temperature.ALTU", + "value": "MNSO2.%-Humidity.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_relh_temperature.ARBU", + "value": "SLSO2.%-Humidity.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_relh_temperature.CHEN", + "value": "MARI.%-Humidity.Inst.1Hour.0.Decodes-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_relh_temperature.FCOB", + "value": "FCSO2.%-Humidity.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_relh_temperature.FOSS", + "value": "BTSO2.%-Humidity.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_relh_temperature.KEMP", + "value": "TRUS.%-Humidity.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_relh_temperature.MCGE", + "value": "LNSO2.%-Humidity.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_relh_temperature.MERE", + "value": "FRIT.%-Humidity.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_relh_temperature.THUN", + "value": "NRSO2.%-Humidity.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_project_relh_temperature.TOMS", + "value": "LWSO2.%-Humidity.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME 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"Regi_project_INPUT.Weather_wind_speed_instantaneous.%base%", + "value": "%base%.Speed-Wind.Inst.1Hour.0.Decodes-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_wind_speed_instantaneous.?GLOBAL?", + "value": "?GLOBAL?.Speed-Wind.Inst.1Hour.0.Decodes-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_wind_speed_instantaneous.ALTU", + "value": "MNSO2.Speed-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_wind_speed_instantaneous.ARBU", + "value": "SLSO2.Speed-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_wind_speed_instantaneous.CHEN", + "value": "MARI.Speed-Wind.Inst.1Hour.0.Decodes-Raw" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_wind_speed_instantaneous.FCOB", + "value": "FCSO2.Speed-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_wind_speed_instantaneous.FOSS", + "value": "BTSO2.Speed-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_wind_speed_instantaneous.KEMP", + "value": "TRUS.Speed-Wind.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_wind_speed_instantaneous.MCGE", + "value": "LNSO2.Speed-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_wind_speed_instantaneous.MERE", + "value": "FRIT.Speed-Wind.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_wind_speed_instantaneous.THUN", + "value": "NRSO2.Speed-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_INPUT.Weather_wind_speed_instantaneous.TOMS", + "value": "LWSO2.Speed-Wind.Ave.1Hour.1Hour.Raw-Mesonet" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Elevation_Project_Notes.%base%", + "value": "%base%.Text.Inst.~1Day.0.Wcds-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Elevation_Project_Notes.?GLOBAL?", + "value": "?GLOBAL?.Text.Inst.~1Day.0.Wcds-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Elevation_elevation_pool_rev.%base%", + "value": "%base%.Elev.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Elevation_elevation_pool_rev.?GLOBAL?", + "value": "?GLOBAL?.Elev.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Elevation_elevation_tailwater_rev.%base%", + "value": "%base%.Elev-Tailwater.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Elevation_elevation_tailwater_rev.?GLOBAL?", + "value": "?GLOBAL?.Elev-Tailwater.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Elevation_project_storage_rev.%base%", + "value": "%base%.Stor.Inst.1Hour.0.Ccp-Rev", + "comment": "Description for: Elevation_project_storage_rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Elevation_project_storage_rev.?GLOBAL?", + "value": "?GLOBAL?.Stor.Inst.1Hour.0.Ccp-Rev", + "comment": "Description for: Elevation_project_storage_rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_air_temp.ALTU" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_air_temp.ARBU" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_air_temp.CHEN" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_air_temp.FCOB" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_air_temp.FOSS" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_air_temp.KEMP" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_air_temp.MCGE" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_air_temp.MERE" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_air_temp.THUN" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_air_temp.TOMS" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_basin_average.?GLOBAL?" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_computed_inflow_daily.?GLOBAL?" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_lake_condition.EUFA" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_relative_humidity.ALTU" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_relative_humidity.ARBU" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_relative_humidity.CHEN" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_relative_humidity.FCOB" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_relative_humidity.FOSS" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_relative_humidity.KEMP", + "value": "TRUS.%-Humidity.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_relative_humidity.MCGE" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_relative_humidity.MERE" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_relative_humidity.THUN" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_relative_humidity.TOMS" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_water_temp.EUFA" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_weather_condition.EUFA" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_wind_direction.ALTU" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_wind_direction.ARBU" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_wind_direction.CHEN" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_wind_direction.EUFA" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_wind_direction.FCOB" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_wind_direction.FOSS" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_wind_direction.KEMP", + "value": "TRUS.Dir-Wind.Inst.1Hour.0.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_wind_direction.MCGE" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_wind_direction.MERE" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_wind_direction.THUN" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_wind_direction.TOMS" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_wind_speed.ALTU" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_wind_speed.ARBU" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_wind_speed.CHEN" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_wind_speed.EUFA" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_wind_speed.FCOB" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_wind_speed.FOSS" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_wind_speed.KEMP" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_wind_speed.MCGE" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_wind_speed.MERE" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_wind_speed.THUN" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Hourly_wind_speed.TOMS" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Inflow_adjusted_inflow.%base%", + "value": "%base%.Flow-Res In.Ave.~1Day~0s.1Day.Regi-Rev-Adjusted" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Inflow_adjusted_inflow.?GLOBAL?", + "value": "?GLOBAL?.Flow-Res In.Ave.~1Day~0s.1Day.Regi-Rev-Adjusted" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Weather_basin_avg_precip_1day.%base%", + "value": "%base%.Precip-Mean Areal.Total.~1Day~7h.1Day.Metvue-Computed", + "comment": "Basin Average precip that is computed from StageIII estimates with the program Basin_rf.exe" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Weather_basin_avg_precip_1day.?GLOBAL?", + "value": "?GLOBAL?.Precip-Mean Areal.Total.~1Day~7h.1Day.Metvue-Computed", + "comment": "Basin Average precip that is computed from StageIII estimates with the program 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TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Weather_project_evap_1day.KEYS", + "value": "KEYS.Evap.Total.~1Day~7h.1Day.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Weather_project_evap_type.%base%", + "value": "%base%.Code-Evap Type.Total.~1Day~7h.1Day.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Weather_project_evap_type.?GLOBAL?", + "value": "?GLOBAL?.Code-Evap Type.Total.~1Day~7h.1Day.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Weather_project_evap_type.KEYS", + "value": "KEYS.Code-Evap Type.Total.~1Day~7h.1Day.Ccp-Rev" + }, + { + "office-id": "SWT", + "category": "LOCATION TIME SERIES ASSOCIATION", + "name": "Regi_project_OUTPUT.Weather_project_precip_1day.%base%", + "value": "%base%.Precip-Inc.Total.~1Day~7h.1Day.Ccp-Rev" + }, + { + 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enabled: true - projects: - - id: EUFA - enabled: true - locations: - - id: EUFA-Dam - enabled: true - timeseries: - - id: EUFA.Elev.Inst.1Hour.0.Ccp-Rev - enabled: true - outlets: [] - turbines: [] - embankments: [] - clobs: [] \ No newline at end of file + locations: + - id: EUFA-Dam + outlets: [] + turbines: [] + embankments: [] + clobs: + - id: FLOW.EUFA.PROJECT_TOTAL + locationLevels: + - id: EUFA-Dam.Elev.Inst.0.Top of Flood + por: true + ratings: + - id: EUFA.Stage;Flow.Standard.Production + por: true + - id: EUFA.Elev;Area.Linear.Production + por: true + - id: EUFA.Elev;Stor.Linear.Production + por: true + timeseries: + - id: EUFA.Opening.Inst.0.0.MANUAL + - id: EUFA.Dir-Wind.Inst.1Hour.0.Ccp-Rev + - id: EUFA.Speed-Wind.Inst.1Hour.0.Ccp-Rev + - id: EUFA.Flow-Navigation Out.Total.~1Day.1Day.Rev-Regi-Computed + - id: EUFA.Count-Lockages.Total.~1Day.1Day.Rev-Manual + - id: EUFA.Text.Inst.~1Day.0.Wcds-Rev + - id: EUFA.Elev.Inst.1Hour.0.Decodes-Raw + - id: EUFA.Elev.Inst.1Hour.0.Ccp-Rev + - id: EUFA.Elev-Tailwater.Inst.1Hour.0.Decodes-Raw + - id: EUFA.Elev-Tailwater.Inst.1Hour.0.Ccp-Rev + - id: EUFA.Stor.Inst.1Hour.0.Ccp-Raw + - id: EUFA.Stor.Inst.1Hour.0.Ccp-Rev + - id: EUFA.Flow-Res In.Ave.~1Day.1Day.Copied-Ccp-Adjusted + - id: EUFA.Temp-Air.Inst.1Hour.0.Ccp-Rev + - id: EUFA.Precip-Mean Areal.Total.~1Day.1Day.Metvue-Computed + - id: EUFA.Flow-Res In.Ave.1Hour.1Hour.Regi-Rev-Computed + - id: EUFA.Evap.Total.~1Day.1Day.Ccp-Rev + - id: EUFA.Precip-Inc.Total.1Hour.1Hour.Ccp-Rev + - id: EUFA.%-Humidity.Inst.1Hour.0.Ccp-Rev + - id: EUFA.Flow-Res In.Ave.~1Day.1Day.Regi-Rev-Adjusted + - id: EUFA.Flow-Res Out.Ave.~1Day.1Day.Rev-Regi-Flowgroup + - id: EUFA.Precip-Mean Areal.Total.~1Day.1Day.Metvue-Computed + - id: EUFA.Flow-Res In.Ave.~1Day.1Day.Regi-Rev-Computed + - id: EUFA.Flow-Net Pumpage.Ave.1Day.1Day.Regi-Rev-Flowgroup + - id: EUFA.Evap.Total.~1Day.1Day.Ccp-Rev + - id: EUFA.Precip-Inc.Total.~1Day.1Day.Ccp-Rev + - id: EUFA.Precip-Alt.Total.1Day.1Day.Decodes-Raw + - id: EUFA.Dir-Wind.Inst.1Hour.0.Decodes-Raw + - id: EUFA.Dir-Wind Alt.Inst.1Hour.0.Ccp-Rev + - id: EUFA.Speed-Wind.Inst.1Hour.0.Decodes-Raw + - id: EUFA.Speed-Wind Alt.Inst.1Hour.0.Ccp-Rev + - id: EUFA.Code-Lake Condition.Inst.1Day.0.Wcds-Obs + - id: EUFA.Evap-Pan.Total.1Day.0.wcds-obs + - id: EUFA.Temp-Air.Inst.1Hour.0.Decodes-Raw + - id: EUFA.Code-Evap Type.Total.~1Day.1Day.Ccp-Rev + - id: EUFA.%-Humidity.Inst.1Hour.0.Decodes-Raw + - id: EUFA.Code-Weather Condition.Inst.1Day.0.Wcds-Obs + properties: + - categoryId: LOCATION TIME SERIES ASSOCIATION + all: true + - categoryId: LOCATION RATING ASSOCIATION + all: true + - categoryId: LOCATION LEVEL ASSOCIATION + all: true diff --git a/cda-etl/etl.env.example b/cda-etl/etl.env.example index 8d3e11c35..08da9b175 100644 --- a/cda-etl/etl.env.example +++ b/cda-etl/etl.env.example @@ -23,3 +23,5 @@ SOURCE_CDA_URL=https://cwms-data-test.cwbi.us/cwms-data/ SOURCE_CDA_API_KEY= DEST_CDA_URL=http://localhost:7000/cwms-data DEST_CDA_API_KEY= + +ETL_CONFIG_PATH=/data/sample-data/sample-app.generated.yml diff --git a/cda-etl/src/cda_etl/clob.py b/cda-etl/src/cda_etl/clob.py new file mode 100644 index 000000000..586df39aa --- /dev/null +++ b/cda-etl/src/cda_etl/clob.py @@ -0,0 +1,145 @@ +# MIT License +# Copyright (c) 2026 Hydrologic Engineering Center +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: +# The above copyright notice and this permission notice shall be included in all +# copies or substantial portions of the Software. +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +# SOFTWARE. +import logging +import time +from typing import Iterable + +import cwms +import utils.filesystem_store as filesystem_store +import utils.log_util as log_util +import utils.threading_util as threading_util +from config import ClobConfig + +logger = logging.getLogger(__name__) +CLOBS_FOLDER = "Clobs" + +_NO_VALUE = "with no value" +_STAGED_NO_VALUE = "with no staged value" + +_tally = log_util.Tally() + + +def _start_batch() -> log_util.Tally: + global _tally + _tally = log_util.Tally() + + return _tally + + +def _label(work_item) -> str: + return str(work_item[1]) + + +def _has_publishable_value(data: object) -> bool: + if not isinstance(data, dict): + return True + + return data.get("value") is not None + + +def _report_nothing_to_do(office_id: str, configured: list, phase: str) -> None: + if not configured: + logger.debug("No clobs configured for office %s; nothing to %s.", office_id, phase) + return + + logger.warning( + "All %s configured for office %s are missing an id; nothing to %s.", + log_util.plural(len(configured), "clob"), + office_id, + phase, + ) + + +def stage_clobs(office_id: str, clobs: Iterable[ClobConfig]) -> None: + clobs = list(clobs) + work_items = [[office_id, clob.id] for clob in clobs if clob.id] + + if not work_items: + _report_nothing_to_do(office_id, clobs, "extract") + return + + tally = _start_batch() + started = time.monotonic() + threading_util.execute_tasks(_download_one_clob, work_items, label=_label, tally=tally) + log_util.outcome( + logger, + action="Staged", + noun="clob", + total=len(work_items), + tally=tally, + office_id=office_id, + elapsed=time.monotonic() - started, + ) + + +def publish_staged_clobs(office_id: str, clobs: Iterable[ClobConfig]) -> None: + clobs = list(clobs) + work_items = [[office_id, clob.id] for clob in clobs if clob.id] + + if not work_items: + _report_nothing_to_do(office_id, clobs, "load") + return + + tally = _start_batch() + started = time.monotonic() + threading_util.execute_tasks(_upload_one_clob, work_items, label=_label, tally=tally) + log_util.outcome( + logger, + action="Published", + noun="clob", + total=len(work_items), + tally=tally, + office_id=office_id, + elapsed=time.monotonic() - started, + ) + + +def _download_one_clob(work_item: list[str]) -> None: + office_id, clob_id = work_item + logger.info("Extracting clob %s for office %s", clob_id, office_id) + clob_data = cwms.get_clob(clob_id, office_id).json + + if not _has_publishable_value(clob_data): + logger.debug("Clob %s in office %s has no value; nothing staged.", clob_id, office_id) + _tally.record(_NO_VALUE, clob_id) + return + + filesystem_store.write_json(clob_data, office_id, CLOBS_FOLDER, clob_id) + + +def _upload_one_clob(work_item: list[str]) -> None: + office_id, clob_id = work_item + logger.info("Publishing clob %s for office %s", clob_id, office_id) + + clob_data = filesystem_store.read_json(office_id, CLOBS_FOLDER, clob_id) + if clob_data is None: + raise FileNotFoundError( + "No staged clob data found." + ) + + if not _has_publishable_value(clob_data): + logger.debug( + "Staged clob %s in office %s has no value; nothing to publish.", clob_id, office_id + ) + _tally.record(_STAGED_NO_VALUE, clob_id) + return + + cwms.store_clobs(clob_data, fail_if_exists=False) + + +__all__ = ["publish_staged_clobs", "stage_clobs"] diff --git a/cda-etl/src/cda_etl/config.py b/cda-etl/src/cda_etl/config.py index 1b06d43d1..bc3f96fb2 100644 --- a/cda-etl/src/cda_etl/config.py +++ b/cda-etl/src/cda_etl/config.py @@ -91,6 +91,146 @@ def end_time(self) -> str | None: return download.get("endTime") +@dataclass(frozen=True) +class ClobConfig: + id: str + enabled: bool + raw: dict[str, Any] + + @classmethod + def from_dict(cls, data: dict[str, Any]) -> "ClobConfig": + return cls( + id=data["id"], + enabled=_is_enabled(data), + raw=data, + ) + + +@dataclass(frozen=True) +class LocationLevelConfig: + id: str + enabled: bool + raw: dict[str, Any] + + @classmethod + def from_dict(cls, data: dict[str, Any]) -> "LocationLevelConfig": + return cls( + id=data["id"], + enabled=_is_enabled(data), + raw=data, + ) + + @property + def period_of_record(self) -> bool: + return self.raw.get("por", False) is True + + @property + def start_time(self) -> str | None: + download = self.raw.get("download", {}) + return download.get("startTime") + + @property + def end_time(self) -> str | None: + download = self.raw.get("download", {}) + return download.get("endTime") + + +@dataclass(frozen=True) +class RatingConfig: + id: str + enabled: bool + raw: dict[str, Any] + + @classmethod + def from_dict(cls, data: dict[str, Any]) -> "RatingConfig": + return cls( + id=data["id"], + enabled=_is_enabled(data), + raw=data, + ) + + @property + def period_of_record(self) -> bool: + return self.raw.get("por", False) is True + + @property + def start_time(self) -> str | None: + download = self.raw.get("download", {}) + return download.get("startTime") + + @property + def end_time(self) -> str | None: + download = self.raw.get("download", {}) + return download.get("endTime") + + +@dataclass(frozen=True) +class PropertyConfig: + category_id: str + id: str + enabled: bool + raw: dict[str, Any] + all_in_category: bool = False + + @classmethod + def from_dict(cls, data: dict[str, Any]) -> "PropertyConfig": + category_id = data.get("categoryId") + property_id = data.get("id") + all_in_category = data.get("all") is True + + # Backward-compatible shorthand: id="." + if (not category_id or not property_id) and data.get("id"): + split_index = data["id"].find(".") + if split_index > 0 and split_index < len(data["id"]) - 1: + category_id = category_id or data["id"][:split_index] + property_id = property_id or data["id"][split_index + 1 :] + elif property_id is None: + property_id = data["id"] + + if not category_id or (not property_id and not all_in_category): + raise ValueError("Each property must define categoryId and id.") + + return cls( + category_id=category_id, + id=property_id or "*", + all_in_category=all_in_category, + enabled=_is_enabled(data), + raw=data, + ) + + +def _iter_property_configs(raw_properties: list[Any], enabled_only: bool) -> Iterator[PropertyConfig]: + for data in raw_properties: + if isinstance(data, dict) and "properties" in data: + category_id = data.get("categoryId") + + if data.get("all") is True: + all_item = PropertyConfig.from_dict(data) + if not enabled_only or all_item.enabled: + yield all_item + + for property_data in data.get("properties", []): + merged = dict(property_data) + if category_id and "categoryId" not in merged: + merged["categoryId"] = category_id + + property_item = PropertyConfig.from_dict(merged) + + if enabled_only and not property_item.enabled: + continue + + yield property_item + + continue + + property_item = PropertyConfig.from_dict(data) + + if enabled_only and not property_item.enabled: + continue + + yield property_item + + @dataclass(frozen=True) class ProjectConfig: id: str @@ -125,6 +265,36 @@ def timeseries(self, enabled_only: bool = True) -> Iterator[TimeseriesConfig]: yield timeseries + def clobs(self, enabled_only: bool = True) -> Iterator[ClobConfig]: + for data in self.raw.get("clobs", []): + clob = ClobConfig.from_dict(data) + + if enabled_only and not clob.enabled: + continue + + yield clob + + def location_levels(self, enabled_only: bool = True) -> Iterator[LocationLevelConfig]: + for data in self.raw.get("locationLevels", []): + level = LocationLevelConfig.from_dict(data) + + if enabled_only and not level.enabled: + continue + + yield level + + def ratings(self, enabled_only: bool = True) -> Iterator[RatingConfig]: + for data in self.raw.get("ratings", []): + rating = RatingConfig.from_dict(data) + + if enabled_only and not rating.enabled: + continue + + yield rating + + def properties(self, enabled_only: bool = True) -> Iterator[PropertyConfig]: + yield from _iter_property_configs(self.raw.get("properties", []), enabled_only) + @dataclass(frozen=True) class OfficeConfig: @@ -149,6 +319,9 @@ def projects(self, enabled_only: bool = True) -> Iterator[ProjectConfig]: yield project + def properties(self, enabled_only: bool = True) -> Iterator[PropertyConfig]: + yield from _iter_property_configs(self.raw.get("properties", []), enabled_only) + @dataclass(frozen=True) class DownloadConfig: @@ -224,10 +397,19 @@ def _validate_office(office: dict[str, Any]) -> None: if not isinstance(projects, list): raise ValueError(f"Projects must be a list for office {office['id']}.") + _validate_office_property_items(office["id"], office.get("properties", [])) + for project in projects: _validate_project(office["id"], project) +def _validate_office_property_items(office_id: str, properties: Any) -> None: + if not isinstance(properties, list): + raise ValueError(f"Properties must be a list for office {office_id}.") + + _validate_property_items(office_id, "", properties) + + def _validate_project(office_id: str, project: dict[str, Any]) -> None: if not isinstance(project, dict): raise ValueError(f"Each project under office {office_id} must be a mapping/object.") @@ -238,6 +420,10 @@ def _validate_project(office_id: str, project: dict[str, Any]) -> None: project_id = project["id"] _validate_locations(office_id, project_id, project.get("locations", [])) _validate_timeseries_items(office_id, project_id, project.get("timeseries", [])) + _validate_clob_items(office_id, project_id, project.get("clobs", [])) + _validate_location_level_items(office_id, project_id, project.get("locationLevels", [])) + _validate_rating_items(office_id, project_id, project.get("ratings", [])) + _validate_property_items(office_id, project_id, project.get("properties", [])) def _validate_locations(office_id: str, project_id: str, locations: Any) -> None: @@ -254,6 +440,17 @@ def _validate_locations(office_id: str, project_id: str, locations: Any) -> None raise ValueError(f"Each location under project {office_id}.{project_id} must have an id.") +def _validate_literal_id_item( + kind: str, office_id: str, project_id: str, item: dict[str, Any] +) -> None: + """ + Shared validation for any per-project config item (timeseries, rating, + location level, ...). Every such item carries a literal id. + """ + if not item.get("id"): + raise ValueError(f"Each {kind} under project {office_id}.{project_id} must have an id.") + + def _validate_timeseries_items(office_id: str, project_id: str, timeseries_items: Any) -> None: if not isinstance(timeseries_items, list): raise ValueError(f"Timeseries must be a list for project {office_id}.{project_id}.") @@ -264,15 +461,106 @@ def _validate_timeseries_items(office_id: str, project_id: str, timeseries_items f"Each timeseries under project {office_id}.{project_id} must be a mapping/object." ) - if not timeseries.get("id"): - raise ValueError(f"Each timeseries under project {office_id}.{project_id} must have an id.") + _validate_literal_id_item("timeseries", office_id, project_id, timeseries) + + +def _validate_clob_items(office_id: str, project_id: str, clobs: Any) -> None: + if not isinstance(clobs, list): + raise ValueError(f"Clobs must be a list for project {office_id}.{project_id}.") + + for clob in clobs: + if not isinstance(clob, dict): + raise ValueError(f"Each clob under project {office_id}.{project_id} must be a mapping/object.") + + if not clob.get("id"): + raise ValueError(f"Each clob under project {office_id}.{project_id} must have an id.") + + +def _validate_location_level_items(office_id: str, project_id: str, levels: Any) -> None: + if not isinstance(levels, list): + raise ValueError(f"Location levels must be a list for project {office_id}.{project_id}.") + + for level in levels: + if not isinstance(level, dict): + raise ValueError( + f"Each location level under project {office_id}.{project_id} must be a mapping/object." + ) + + _validate_literal_id_item("location level", office_id, project_id, level) + + +def _validate_rating_items(office_id: str, project_id: str, ratings: Any) -> None: + if not isinstance(ratings, list): + raise ValueError(f"Ratings must be a list for project {office_id}.{project_id}.") + + for rating in ratings: + if not isinstance(rating, dict): + raise ValueError(f"Each rating under project {office_id}.{project_id} must be a mapping/object.") + + _validate_literal_id_item("rating", office_id, project_id, rating) + + +def _validate_property_items(office_id: str, project_id: str, properties: Any) -> None: + if not isinstance(properties, list): + raise ValueError(f"Properties must be a list for project {office_id}.{project_id}.") + + for property_item in properties: + if not isinstance(property_item, dict): + raise ValueError( + f"Each property under project {office_id}.{project_id} must be a mapping/object." + ) + + # Grouped format for reducing duplicate category names. + if "properties" in property_item: + category_id = property_item.get("categoryId") + if not category_id: + raise ValueError( + f"Each property category group under project {office_id}.{project_id} must define categoryId." + ) + + nested_items = property_item.get("properties") + if not isinstance(nested_items, list): + raise ValueError( + f"Property category group entries must define a properties list for project {office_id}.{project_id}." + ) + + for nested_item in nested_items: + if not isinstance(nested_item, dict): + raise ValueError( + f"Each nested property under project {office_id}.{project_id} must be a mapping/object." + ) + + has_id = bool(nested_item.get("id")) + if not has_id: + raise ValueError( + f"Each nested property under project {office_id}.{project_id} must define id." + ) + + continue + + if property_item.get("all") is True: + if not property_item.get("categoryId"): + raise ValueError( + f"Each category-wide property item under project {office_id}.{project_id} must define categoryId." + ) + continue + + has_id_and_category = bool(property_item.get("id") and property_item.get("categoryId")) + if not has_id_and_category: + raise ValueError( + f"Each property under project {office_id}.{project_id} must define categoryId and id." + ) __all__ = [ + "ClobConfig", "DownloadConfig", + "LocationLevelConfig", "LocationConfig", "OfficeConfig", + "PropertyConfig", "ProjectConfig", + "RatingConfig", "SettingsConfig", "TimeseriesConfig", ] diff --git a/cda-etl/src/cda_etl/location.py b/cda-etl/src/cda_etl/location.py index 946ab235c..e33999191 100644 --- a/cda-etl/src/cda_etl/location.py +++ b/cda-etl/src/cda_etl/location.py @@ -16,86 +16,87 @@ # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE # SOFTWARE. import logging +import time from typing import Iterable import cwms import utils.filesystem_store as filesystem_store +import utils.log_util as log_util import utils.threading_util as threading_util from config import LocationConfig logger = logging.getLogger(__name__) -def _get_valid_locations(locations): - location_ids = [] - index = 0 - for location in locations: - splits = location.split(".") - if len(splits) != 2: - logger.warning(f"Invalid location at {index}: {location}\nExpected [officeid].[locationid]") - else: - logger.debug(f"Valid location found at {index}: {location}, splits: {splits}") - location_ids.append(splits) - index += 1 - if not location_ids: - logger.warning("No valid locations provided for processing") - return location_ids +def _label(work_item) -> str: + return f"{work_item[0]}.{work_item[1]}" -def stage_locations(office_id: str, locations: Iterable[LocationConfig]) -> None: - locations = list(locations) - location_ids = [] - invalid_locations = [] +def _collect(office_id: str, locations: list, phase: str) -> list[list[str]]: + location_ids = [[office_id, item.id] for item in locations if item.id] + invalid = len(locations) - len(location_ids) - for location in locations: - if not location.id: - invalid_locations.append(location.id) - continue + if invalid: + logger.warning( + "Skipped %s with no id for office %s. Expected '[office_id].[location_id]'.", + log_util.plural(invalid, "location"), + office_id, + ) + + if not location_ids and not locations: + logger.debug("No locations configured for office %s; nothing to %s.", office_id, phase) - location_ids.append([office_id, location.id]) + return location_ids - for location_id in invalid_locations: - logger.warning(f"Invalid location id '{location_id}'. Expected '[office_id].[location_id]'.") + +def stage_locations(office_id: str, locations: Iterable[LocationConfig]) -> None: + locations = list(locations) + location_ids = _collect(office_id, locations, "extract") if not location_ids: - logger.warning("No valid locations found for staging") return - logger.info("Staging %d location(s) for office %s", len(location_ids), office_id) - threading_util.execute_tasks(_download_one_location, location_ids) - logger.info("Completed staging locations for office %s", office_id) + tally = log_util.Tally() + started = time.monotonic() + threading_util.execute_tasks(_download_one_location, location_ids, label=_label, tally=tally) + log_util.outcome( + logger, + action="Staged", + noun="location", + total=len(location_ids), + tally=tally, + office_id=office_id, + elapsed=time.monotonic() - started, + ) def publish_staged_locations(office_id: str, locations: Iterable[LocationConfig]) -> None: locations = list(locations) - location_ids = [] - invalid_locations = [] - - for location in locations: - if not location.id: - invalid_locations.append(location.id) - continue - - location_ids.append([office_id, location.id]) - - for location_id in invalid_locations: - logger.warning(f"Invalid location id '{location_id}'. Expected '[office_id].[location_id]'.") + location_ids = _collect(office_id, locations, "load") if not location_ids: - logger.warning("No valid locations found for publishing") return - logger.info("Publishing %d staged location(s) for office %s", len(location_ids), office_id) - threading_util.execute_tasks(_upload_one_location, location_ids) - logger.info("Completed publishing locations for office %s", office_id) + tally = log_util.Tally() + started = time.monotonic() + threading_util.execute_tasks(_upload_one_location, location_ids, label=_label, tally=tally) + log_util.outcome( + logger, + action="Published", + noun="location", + total=len(location_ids), + tally=tally, + office_id=office_id, + elapsed=time.monotonic() - started, + ) def _download_one_location(location): office_id = location[0] location_id = location[1] - logger.info("Refreshing staged location %s %s", office_id, location_id) + logger.info("Extracting location %s %s", office_id, location_id) location_data = cwms.get_location(location_id, office_id).json filesystem_store.write_json(location_data, office_id, "Locations", location_id) @@ -107,8 +108,7 @@ def _upload_one_location(location): location_data = filesystem_store.read_json(office_id, "Locations", location_id) if location_data is None: raise FileNotFoundError( - f"No staged location data found for {office_id} {location_id}. " - "Location publish skipped for this item." + "No staged location data found." ) cwms.store_location(location_data, False) diff --git a/cda-etl/src/cda_etl/location_level.py b/cda-etl/src/cda_etl/location_level.py new file mode 100644 index 000000000..78d408c43 --- /dev/null +++ b/cda-etl/src/cda_etl/location_level.py @@ -0,0 +1,228 @@ +# MIT License +# Copyright (c) 2026 Hydrologic Engineering Center +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: +# The above copyright notice and this permission notice shall be included in all +# copies or substantial portions of the Software. +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +# SOFTWARE. +import logging +import time +from datetime import datetime +from typing import Iterable + +import cwms +import utils.filesystem_store as filesystem_store +import utils.cda_errors as cda_errors +import utils.log_util as log_util +import utils.threading_util as threading_util +from config import LocationLevelConfig + +logger = logging.getLogger(__name__) +# Filename-safe, for the staged path. Display comes from log_util. +DATE_TIME_FORMAT = "%Y-%m-%d %H.%M.%S" +LEVELS_FOLDER = "LocationLevels" + +_NO_VALUES = "with no values" +_NO_RECORDS = "with no records to publish" + +_tally = log_util.Tally() + + +def _start_batch() -> log_util.Tally: + global _tally + _tally = log_util.Tally() + + return _tally + + +def _label(work_item) -> str: + if work_item[4]: + return f"{work_item[1]} [POR]" + + return f"{work_item[1]} [{log_util.window(work_item[2], work_item[3])}]" + + +def stage_location_levels( + office_id: str, + levels: Iterable[LocationLevelConfig], + default_start: str | None, + default_end: str | None, +) -> None: + levels = list(levels) + work_items = _build_location_level_work_items( + office_id, levels, default_start, default_end + ) + if not work_items: + logger.debug("No location levels configured for office %s; nothing to extract.", office_id) + return + + tally = _start_batch() + started = time.monotonic() + threading_util.execute_tasks(_download_one_location_level, work_items, label=_label, tally=tally) + log_util.outcome( + logger, + action="Staged", + noun="location level", + total=len(work_items), + tally=tally, + office_id=office_id, + elapsed=time.monotonic() - started, + ) + + +def publish_staged_location_levels( + office_id: str, + levels: Iterable[LocationLevelConfig], + default_start: str | None, + default_end: str | None, +) -> None: + levels = list(levels) + work_items = _build_location_level_work_items( + office_id, levels, default_start, default_end + ) + if not work_items: + logger.debug("No location levels configured for office %s; nothing to load.", office_id) + return + + tally = _start_batch() + started = time.monotonic() + threading_util.execute_tasks(_upload_one_location_level, work_items, label=_label, tally=tally) + log_util.outcome( + logger, + action="Published", + noun="location level", + total=len(work_items), + tally=tally, + office_id=office_id, + elapsed=time.monotonic() - started, + ) + + +def _download_one_location_level(work_item: list[object]) -> None: + office_id = work_item[0] + level_id = work_item[1] + begin = work_item[2] + end = work_item[3] + por = work_item[4] + + if por: + logger.info("Extracting location levels (POR) for %s in office %s", level_id, office_id) + try: + level_data = cwms.get_location_levels(level_id_mask=level_id, office_id=office_id).json + except Exception as error: + if not cda_errors.is_no_data(error): + raise + + logger.debug( + "No location level values for %s in office %s; nothing staged.", + level_id, + office_id, + ) + _tally.record(_NO_VALUES, level_id) + return + + filesystem_store.write_json(level_data, office_id, LEVELS_FOLDER, f"{level_id}.por") + return + + logger.info( + "Extracting location level %s for office %s [%s]", + level_id, + office_id, + log_util.window(begin, end), + ) + + try: + level_data = cwms.get_location_levels( + level_id_mask=level_id, + office_id=office_id, + begin=begin, + end=end, + ).json + except Exception as error: + if not cda_errors.is_no_data(error): + raise + + logger.debug( + "No location level values for %s in office %s between %s and %s; nothing staged.", + level_id, + office_id, + log_util.display(begin), + log_util.display(end), + ) + _tally.record(_NO_VALUES, level_id) + return + + filesystem_store.write_json(level_data, office_id, LEVELS_FOLDER, level_id) + + +def _upload_one_location_level(work_item: list[object]) -> None: + office_id = work_item[0] + level_id = work_item[1] + por = work_item[4] + + staged_data = filesystem_store.read_json( + office_id, + LEVELS_FOLDER, + f"{level_id}.por" if por else level_id, + ) + if staged_data is None: + raise FileNotFoundError( + "No staged location level data found." + ) + + levels = staged_data.get("levels", []) if isinstance(staged_data, dict) else [] + if not levels: + logger.debug("No location level records to publish for %s in office %s", level_id, office_id) + _tally.record(_NO_RECORDS, level_id) + return + + for level_record in levels: + cwms.store_location_level(level_record) + + +def _build_location_level_work_items( + office_id: str, + levels: Iterable[LocationLevelConfig], + default_start: str | None, + default_end: str | None, +) -> list[list[object]]: + work_items: list[list[object]] = [] + + for level in levels: + level_id = level.id + por = level.period_of_record + begin = None if por else _parse_timestamp(level.start_time or default_start, "start") + end = None if por else _parse_timestamp(level.end_time or default_end, "end") + work_items.append([office_id, level_id, begin, end, por]) + + return work_items + + +def _parse_timestamp(value: str | None, label: str) -> datetime: + if value is None: + raise ValueError(f"Missing {label} time for location level processing.") + + normalized = value.strip() + if normalized.lower() == "now": + return datetime.now() + + try: + return datetime.fromisoformat(normalized) + except ValueError as exc: + try: + return datetime.strptime(normalized, "%Y-%m-%d") + except ValueError: + raise ValueError(f"Invalid {label} time '{value}'. Use ISO-8601 or YYYY-MM-DD.") from exc + + +__all__ = ["publish_staged_location_levels", "stage_location_levels"] diff --git a/cda-etl/src/cda_etl/main.py b/cda-etl/src/cda_etl/main.py index 9b832c500..d46eb7f1c 100644 --- a/cda-etl/src/cda_etl/main.py +++ b/cda-etl/src/cda_etl/main.py @@ -18,18 +18,23 @@ import sys import logging import os -import re +import time import location +import location_level import project +import property +import rating import timeseries +import clob +import utils.cwms_compat +import utils.log_util as log_util import utils.threading_util import utils.filesystem_store -from config import DownloadConfig, ProjectConfig +from config import DownloadConfig, OfficeConfig, ProjectConfig from session_manager import SessionManager logger = logging.getLogger(__name__) -_RESPONSE_STATUS_PATTERN = re.compile(r"response=") _NOT_CONFIGURED = "" @@ -45,77 +50,100 @@ def _read_env(name: str, default: str) -> str: return normalized -class _FriendlyCdaLogFilter(logging.Filter): - def filter(self, record: logging.LogRecord) -> bool: - message = record.getMessage() +_STAGE = log_util.EXTRACT +_PUBLISH = log_util.LOAD +_phase = log_util.phase - if "CDA Error: response=" in message: - match = _RESPONSE_STATUS_PATTERN.search(message) - status_code = match.group(1) if match else "unknown" - record.msg = ( - "CWMS API request returned HTTP %s. " - "See the next log line for endpoint and server details." - ) - record.args = (status_code,) - return True - if message.startswith("chunk attempt") and "CWMS API Error" in message: - record.msg = ( - "Timeseries upload chunk failed and will be retried. " - "Details: %s" - ) - record.args = (message,) - return True +def _scope_of(config: DownloadConfig) -> str: + offices = list(config.offices(enabled_only=True)) + projects = sum(len(list(office.projects(enabled_only=True))) for office in offices) - return True + return f"{log_util.plural(len(offices), 'office')}, {log_util.plural(projects, 'project')}" def pipeline(config: DownloadConfig, session_manager: SessionManager) -> None: + scope = _scope_of(config) + covered = log_util.window(config.settings.start_time, config.settings.end_time) + + detail = f"window {covered} | {scope}" + if session_manager.has_source_session: - with session_manager.source_session(): + with session_manager.source_session(detail=detail): for office in config.offices(enabled_only=True): - logger.info(f"Processing office {office.id}") + _stage_office_data(office) for project_config in office.projects(enabled_only=True): _stage_project_data(project_config, config) else: logger.info("SOURCE_CDA_URL is not configured; skipping source download and using staged files only.") - with session_manager.dest_session(): + with session_manager.dest_session(detail=detail): for office in config.offices(enabled_only=True): - logger.info(f"Publishing office {office.id}") + _publish_office_data(office) for project_config in office.projects(enabled_only=True): _publish_project_data(project_config, config) +def _project_inputs(project_config: ProjectConfig) -> dict[str, list]: + return { + "location": list(project_config.locations(enabled_only=True)), + "timeseries": list(project_config.timeseries(enabled_only=True)), + "clob": list(project_config.clobs(enabled_only=True)), + "location level": list(project_config.location_levels(enabled_only=True)), + "rating": list(project_config.ratings(enabled_only=True)), + "property": list(project_config.properties(enabled_only=True)), + } + + def _stage_project_data(project_config: ProjectConfig, config: DownloadConfig) -> None: logger.info(f"Staging project {project_config.id}") - project_locations = list(project_config.locations(enabled_only=True)) - project_timeseries = list(project_config.timeseries(enabled_only=True)) - - logger.info( - "Stage inputs for %s: %d location(s), %d timeseries item(s)", - project_config.id, - len(project_locations), - len(project_timeseries), - ) + inputs = _project_inputs(project_config) logger.info("Staging locations for project %s", project_config.id) - location.stage_locations(project_config.office_id, project_locations) + location.stage_locations(project_config.office_id, inputs["location"]) logger.info("Staging project record for %s", project_config.id) project.stage_projects([project_config]) logger.info("Staging timeseries data for project %s", project_config.id) timeseries.stage_timeseries( project_config.office_id, - project_timeseries, + inputs["timeseries"], config.settings.start_time, config.settings.end_time, ) + clob.stage_clobs(project_config.office_id, inputs["clob"]) + location_level.stage_location_levels( + project_config.office_id, + inputs["location level"], + config.settings.start_time, + config.settings.end_time, + ) + rating.stage_ratings( + project_config.office_id, + inputs["rating"], + config.settings.start_time, + config.settings.end_time, + ) + property.stage_properties(project_config.office_id, inputs["property"]) logger.info("Completed staging for project %s", project_config.id) +def _stage_office_data(office_config: OfficeConfig) -> None: + office_properties = list(office_config.properties(enabled_only=True)) + + logger.info("Staging office properties for %s", office_config.id) + property.stage_properties(office_config.id, office_properties) + + +def _publish_office_data(office_config: OfficeConfig) -> None: + office_properties = list(office_config.properties(enabled_only=True)) + + logger.info("Publishing office properties for %s", office_config.id) + property.publish_staged_properties(office_config.id, office_properties) + + def _log_startup_configuration(config: DownloadConfig, session_manager: SessionManager) -> None: source_url = session_manager.endpoints.source_cda_url or _NOT_CONFIGURED dest_url = session_manager.endpoints.dest_cda_url @@ -131,27 +159,33 @@ def _log_startup_configuration(config: DownloadConfig, session_manager: SessionM def _publish_project_data(project_config: ProjectConfig, config: DownloadConfig) -> None: logger.info(f"Publishing project {project_config.id}") - project_locations = list(project_config.locations(enabled_only=True)) - project_timeseries = list(project_config.timeseries(enabled_only=True)) - - logger.info( - "Publish inputs for %s: %d location(s), %d timeseries item(s)", - project_config.id, - len(project_locations), - len(project_timeseries), - ) + inputs = _project_inputs(project_config) logger.info("Publishing locations for project %s", project_config.id) - location.publish_staged_locations(project_config.office_id, project_locations) + location.publish_staged_locations(project_config.office_id, inputs["location"]) logger.info("Publishing project record for %s", project_config.id) project.publish_staged_projects([project_config]) logger.info("Publishing timeseries data for project %s", project_config.id) timeseries.publish_staged_timeseries( project_config.office_id, - project_timeseries, + inputs["timeseries"], + config.settings.start_time, + config.settings.end_time, + ) + clob.publish_staged_clobs(project_config.office_id, inputs["clob"]) + location_level.publish_staged_location_levels( + project_config.office_id, + inputs["location level"], config.settings.start_time, config.settings.end_time, ) + rating.publish_staged_ratings( + project_config.office_id, + inputs["rating"], + config.settings.start_time, + config.settings.end_time, + ) + property.publish_staged_properties(project_config.office_id, inputs["property"]) logger.info("Completed publish for project %s", project_config.id) @@ -160,10 +194,15 @@ def _initialize_runtime(): config = DownloadConfig.from_yaml(config_path) session_manager = SessionManager.from_env() utils.threading_util.init_executor(config.settings.max_threads) - utils.filesystem_store.set_storage_root(config.settings.path) + + storage_root = _read_env("ETL_DATA_PATH", config.settings.path) + utils.filesystem_store.set_storage_root(storage_root) config_log_level = getattr(logging, config.settings.log_level.upper(), logging.INFO) logging.getLogger().setLevel(config_log_level) + + log_util.reformat(config_log_level) + _log_startup_configuration(config, session_manager) return config, session_manager @@ -176,9 +215,10 @@ def _initialize_runtime(): log_level_str = _read_env("LOG_LEVEL", "INFO").upper() log_level = getattr(logging, log_level_str, logging.INFO) - logging.basicConfig(level=log_level) + log_util.configure(log_level) + for handler in logging.getLogger().handlers: - handler.addFilter(_FriendlyCdaLogFilter()) + handler.addFilter(log_util.FriendlyCdaLogFilter()) logger.debug(f"Using log level: {log_level_str}") diff --git a/cda-etl/src/cda_etl/project.py b/cda-etl/src/cda_etl/project.py index 161247d29..72e3676a1 100644 --- a/cda-etl/src/cda_etl/project.py +++ b/cda-etl/src/cda_etl/project.py @@ -26,35 +26,35 @@ logger = logging.getLogger(__name__) +def _label(work_item) -> str: + return f"{work_item[0]}.{work_item[1]}" + + def stage_projects(projects: Iterable[ProjectConfig]) -> None: project_ids = [[project.office_id, project.id] for project in projects] if not project_ids: - logger.warning("No valid project identifiers found for processing") + logger.debug("No project records to extract.") return - logger.info("Staging %d project record(s)", len(project_ids)) - threading_util.execute_tasks(_download_one_project, project_ids) - logger.info("Completed staging project records") + threading_util.execute_tasks(_download_one_project, project_ids, label=_label) def publish_staged_projects(projects: Iterable[ProjectConfig]) -> None: project_ids = [[project.office_id, project.id] for project in projects] if not project_ids: - logger.warning("No valid project identifiers found for processing") + logger.debug("No project records to load.") return - logger.info("Publishing %d staged project record(s)", len(project_ids)) - threading_util.execute_tasks(_upload_one_project, project_ids) - logger.info("Completed publishing project records") + threading_util.execute_tasks(_upload_one_project, project_ids, label=_label) def _download_one_project(project): office_id = project[0] project_id = project[1] - logger.info("Refreshing staged project record %s %s", office_id, project_id) + logger.info("Extracting project record %s %s", office_id, project_id) project_data = cwms.api.get( endpoint=f"projects/{project_id}", params={"office": office_id}, @@ -70,8 +70,7 @@ def _upload_one_project(project): project_data = filesystem_store.read_json(office_id, "Projects", project_id) if project_data is None: raise FileNotFoundError( - f"No staged project data found for {office_id}.{project_id}. " - "Project publish skipped for this item." + "No staged project data found." ) cwms.api.post( diff --git a/cda-etl/src/cda_etl/property.py b/cda-etl/src/cda_etl/property.py new file mode 100644 index 000000000..86631936c --- /dev/null +++ b/cda-etl/src/cda_etl/property.py @@ -0,0 +1,335 @@ +# MIT License +# Copyright (c) 2026 Hydrologic Engineering Center +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: +# The above copyright notice and this permission notice shall be included in all +# copies or substantial portions of the Software. +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +# SOFTWARE. +import logging +import threading +import time +from typing import Iterable +from urllib.parse import quote + +import cwms +import utils.filesystem_store as filesystem_store +import utils.log_util as log_util +import utils.threading_util as threading_util +from config import PropertyConfig + +logger = logging.getLogger(__name__) +PROPERTIES_FOLDER = "Properties" + + +def _label(work_item) -> str: + category_id = work_item[1] + named = len(work_item) - 2 + + return f"{category_id} ({log_util.plural(named, 'property')})" if named else f"{category_id} (all)" + + +def _report_nothing_to_do(office_id: str, configured: list, phase: str) -> None: + if not configured: + logger.debug("No properties configured for office %s; nothing to %s.", office_id, phase) + return + + logger.warning( + "All %s configured for office %s are missing a category or id; nothing to %s.", + log_util.plural(len(configured), "property"), + office_id, + phase, + ) + + +# Staging writes one file per category - /Properties/.json, +# holding a JSON list of property records - rather than one file per property. +# +# The REST API has no bulk property store, so the publish side still POSTs each +# record on its own - it just parses them out of the one staged file. +_STAGE_WRITE_LOCK = threading.Lock() + + +def stage_properties(office_id: str, properties: Iterable[PropertyConfig]) -> None: + properties = list(properties) + all_category_ids = sorted({item.category_id for item in properties if item.category_id and item.all_in_category}) + specific_ids_by_category = _group_specific_ids(properties, skip_categories=all_category_ids) + + category_work_items = [[office_id, category_id] for category_id in all_category_ids] + specific_work_items = [ + [office_id, category_id, *property_ids] for category_id, property_ids in specific_ids_by_category + ] + + if not specific_work_items and not category_work_items: + _report_nothing_to_do(office_id, properties, "extract") + return + + tally = log_util.Tally() + started = time.monotonic() + total = len(category_work_items) + len(specific_work_items) + + if category_work_items: + threading_util.execute_tasks( + _download_all_properties_in_category, category_work_items, label=_label, tally=tally + ) + + if specific_work_items: + threading_util.execute_tasks( + _download_properties_in_category, specific_work_items, label=_label, tally=tally + ) + + log_util.outcome( + logger, + action="Staged", + noun="property category", + total=total, + tally=tally, + office_id=office_id, + elapsed=time.monotonic() - started, + ) + + +def publish_staged_properties(office_id: str, properties: Iterable[PropertyConfig]) -> None: + properties = list(properties) + all_category_ids = sorted({item.category_id for item in properties if item.category_id and item.all_in_category}) + specific_ids_by_category = _group_specific_ids(properties, skip_categories=all_category_ids) + work_items = [[office_id, category_id] for category_id in all_category_ids] + work_items.extend( + [office_id, category_id, *property_ids] for category_id, property_ids in specific_ids_by_category + ) + + if not work_items: + _report_nothing_to_do(office_id, properties, "load") + return + + tally = log_util.Tally() + started = time.monotonic() + threading_util.execute_tasks(_upload_properties_in_category, work_items, label=_label, tally=tally) + log_util.outcome( + logger, + action="Published", + noun="property category", + total=len(work_items), + tally=tally, + office_id=office_id, + elapsed=time.monotonic() - started, + ) + + +def _group_specific_ids( + properties: Iterable[PropertyConfig], skip_categories: Iterable[str] +) -> list[tuple[str, list[str]]]: + """ + Collapses the individually named properties into one entry per category. + + A category that is also declared "all: true" is dropped: the category-wide + read already covers it, and letting both through would have two tasks + writing the same file. + """ + skip = set(skip_categories) + ids_by_category: dict[str, set[str]] = {} + + for item in properties: + if not item.category_id or not item.id or item.all_in_category or item.category_id in skip: + continue + + ids_by_category.setdefault(item.category_id, set()).add(item.id) + + return [(category_id, sorted(ids_by_category[category_id])) for category_id in sorted(ids_by_category)] + + +def _download_all_properties_in_category(work_item: list[str]) -> None: + office_id, category_id = work_item + logger.debug("Extracting all properties for category %s in office %s", category_id, office_id) + category_response = cwms.api.get( + endpoint="properties", + params={ + "office-mask": office_id, + "category-id-mask": category_id, + }, + api_version=1, + ) + + entries = [] + for property_data in _iter_property_entries(category_response): + if not _extract_property_name(property_data): + logger.warning( + "Skipping property in category %s for office %s because no property name was found.", + category_id, + office_id, + ) + continue + + entries.append(property_data) + + _write_category(office_id, category_id, _sort_entries(entries)) + logger.info( + "Staged %s for category %s in office %s", + log_util.plural(len(entries), "property"), + category_id, + office_id, + ) + + +def _download_properties_in_category(work_item: list[str]) -> None: + office_id, category_id = work_item[0], work_item[1] + property_ids = list(work_item[2:]) + + logger.info( + "Extracting %s for category %s in office %s", + log_util.plural(len(property_ids), "property"), + category_id, + office_id, + ) + + entries = [] + for property_id in property_ids: + entries.append( + cwms.api.get( + endpoint=f"properties/{_encode_path_segment(property_id)}", + params={ + "office": office_id, + "category-id": category_id, + }, + api_version=1, + ) + ) + + with _STAGE_WRITE_LOCK: + merged = _merge_entries(_read_category(office_id, category_id), entries) + _write_category(office_id, category_id, merged) + + +def _upload_properties_in_category(work_item: list[str]) -> None: + office_id, category_id = work_item[0], work_item[1] + requested_ids = list(work_item[2:]) + + entries = _read_category(office_id, category_id) + if entries is None: + raise FileNotFoundError("No staged property data found.") + + entries_by_name = {name: entry for entry in entries if (name := _extract_property_name(entry))} + + if requested_ids: + selected = [(name, entries_by_name[name]) for name in requested_ids if name in entries_by_name] + for name in requested_ids: + if name not in entries_by_name: + logger.warning( + "No staged property data found for %s/%s in office %s.", category_id, name, office_id + ) + else: + selected = list(entries_by_name.items()) + + if not selected: + raise FileNotFoundError("No staged property data found.") + + logger.info( + "Publishing %s for category %s in office %s", + log_util.plural(len(selected), "property"), + category_id, + office_id, + ) + + failures: list[str] = [] + for property_name, property_data in selected: + try: + _upload_one_property(property_name, property_data) + except Exception as error: # noqa: BLE001 - reported together below + logger.error( + "Failed publishing property %s/%s for office %s. %s", + category_id, + property_name, + office_id, + error, + ) + failures.append(f"{property_name}: {error}") + + if failures: + raise RuntimeError(f"{len(failures)} of {len(selected)} property item(s) failed. {'; '.join(failures)}") + + +def _upload_one_property(property_name: str, property_data: dict) -> None: + logger.debug("Publishing property %s", property_name) + + try: + cwms.api.post(endpoint="properties", data=property_data, api_version=1) + except cwms.api.ApiError as error: + if error.response.status_code != 409: + raise + + cwms.api.patch( + endpoint=f"properties/{_encode_path_segment(property_name)}", data=property_data, api_version=1 + ) + + +def _read_category(office_id: str, category_id: str) -> list[dict] | None: + staged = filesystem_store.read_json(office_id, PROPERTIES_FOLDER, category_id) + if staged is None: + return None + + return list(_iter_property_entries(staged)) + + +def _write_category(office_id: str, category_id: str, entries: list[dict]) -> None: + filesystem_store.write_json(entries, office_id, PROPERTIES_FOLDER, category_id) + + +def _merge_entries(existing: list[dict] | None, incoming: list[dict]) -> list[dict]: + merged: dict[str, dict] = {} + + for entry in [*(existing or []), *incoming]: + name = _extract_property_name(entry) + if not name: + continue + + merged[name] = entry + + return _sort_entries(merged.values()) + + +def _sort_entries(entries: Iterable[dict]) -> list[dict]: + return sorted(entries, key=lambda entry: _extract_property_name(entry) or "") + + +def _iter_property_entries(response: object) -> Iterable[dict]: + if isinstance(response, list): + return [item for item in response if isinstance(item, dict)] + + if isinstance(response, dict): + for key in ("properties", "entries", "items", "value"): + nested = response.get(key) + if isinstance(nested, list): + return [item for item in nested if isinstance(item, dict)] + + if "name" in response or "property-name" in response: + return [response] + + return [] + + +def _extract_property_name(property_data: dict) -> str | None: + name = property_data.get("name") or property_data.get("property-name") + if isinstance(name, str) and name.strip(): + return name + + property_id = property_data.get("id") + if isinstance(property_id, str) and property_id.strip(): + return property_id + + return None + + +def _encode_path_segment(value: str) -> str: + return quote(value, safe="") + + +__all__ = ["publish_staged_properties", "stage_properties"] diff --git a/cda-etl/src/cda_etl/rating.py b/cda-etl/src/cda_etl/rating.py new file mode 100644 index 000000000..e1a3e758a --- /dev/null +++ b/cda-etl/src/cda_etl/rating.py @@ -0,0 +1,262 @@ +# MIT License +# Copyright (c) 2026 Hydrologic Engineering Center +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: +# The above copyright notice and this permission notice shall be included in all +# copies or substantial portions of the Software. +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +# SOFTWARE. +import logging +import threading +import time +from datetime import datetime +from typing import Iterable, Any + +import cwms +import utils.filesystem_store as filesystem_store +import utils.cda_errors as cda_errors +import utils.log_util as log_util +import utils.threading_util as threading_util +from config import RatingConfig + +logger = logging.getLogger(__name__) +DATE_TIME_FORMAT = "%Y-%m-%d %H.%M.%S" +RATINGS_FOLDER = "Ratings" + +_NO_CURVE = "with no rating curve" +_NO_CURVE_INFERRED = "inferred absent from an ambiguous 500" + +_tally = log_util.Tally() + + +def _start_batch() -> log_util.Tally: + global _tally + _tally = log_util.Tally() + + return _tally + + +def _label(work_item) -> str: + if work_item[4]: + return f"{work_item[1]} [POR]" + + return f"{work_item[1]} [{log_util.window(work_item[2], work_item[3])}]" + +_AMBIGUOUS_LOCK = threading.Lock() +_AMBIGUOUS_COUNT: list[int] = [] + +def _reset_ambiguous_skips() -> None: + with _AMBIGUOUS_LOCK: + _AMBIGUOUS_COUNT.clear() + + +def _record_ambiguous_skip() -> None: + with _AMBIGUOUS_LOCK: + _AMBIGUOUS_COUNT.append(1) + + +def _ambiguous_skip_count() -> int: + with _AMBIGUOUS_LOCK: + return len(_AMBIGUOUS_COUNT) + + +def _warn_if_every_rating_was_ambiguous(office_id: str, attempted: int) -> None: + skipped = _ambiguous_skip_count() + + if attempted > 1 and skipped == attempted: + logger.warning( + "All %d rating(s) for office %s were skipped on the ambiguous 500 from the ratings " + "values endpoint.", + attempted, + office_id, + ) + + +def _handle_missing_rating(error: Exception, rating_id: str, office_id: str, window: str) -> bool: + if cda_errors.is_no_data(error): + logger.debug("No rating curve for %s in office %s%s; nothing staged.", rating_id, office_id, window) + _tally.record(_NO_CURVE, rating_id) + return True + + if cda_errors.is_ambiguous_rating_failure(error): + _record_ambiguous_skip() + logger.warning( + "No rating curve for %s in office %s%s; nothing staged.", + rating_id, + office_id, + window, + ) + _tally.record(_NO_CURVE_INFERRED, rating_id) + return True + + return False + + +def stage_ratings( + office_id: str, + ratings: Iterable[RatingConfig], + default_start: str | None, + default_end: str | None, +) -> None: + ratings = list(ratings) + work_items = _build_rating_work_items(office_id, ratings, default_start, default_end) + if not work_items: + logger.debug("No ratings configured for office %s; nothing to extract.", office_id) + return + + tally = _start_batch() + _reset_ambiguous_skips() + started = time.monotonic() + threading_util.execute_tasks(_download_one_rating, work_items, label=_label, tally=tally) + _warn_if_every_rating_was_ambiguous(office_id, len(work_items)) + log_util.outcome( + logger, + action="Staged", + noun="rating", + total=len(work_items), + tally=tally, + office_id=office_id, + elapsed=time.monotonic() - started, + ) + + +def publish_staged_ratings( + office_id: str, + ratings: Iterable[RatingConfig], + default_start: str | None, + default_end: str | None, +) -> None: + ratings = list(ratings) + work_items = _build_rating_work_items(office_id, ratings, default_start, default_end) + if not work_items: + logger.debug("No ratings configured for office %s; nothing to load.", office_id) + return + + tally = _start_batch() + started = time.monotonic() + threading_util.execute_tasks(_upload_one_rating, work_items, label=_label, tally=tally) + log_util.outcome( + logger, + action="Published", + noun="rating", + total=len(work_items), + tally=tally, + office_id=office_id, + elapsed=time.monotonic() - started, + ) + + +def _download_one_rating(work_item: list[object]) -> None: + office_id = work_item[0] + rating_id = work_item[1] + begin = work_item[2] + end = work_item[3] + por = work_item[4] + + if por: + logger.info("Extracting rating XML (POR) for %s in office %s", rating_id, office_id) + try: + with cda_errors.ratings_request(): + rating_xml = cwms.get_ratings_xml(rating_id, office_id) + except Exception as error: + if not _handle_missing_rating(error, rating_id, office_id, ""): + raise + + return + + filesystem_store.write_json(_xml_to_json_payload(rating_xml), office_id, RATINGS_FOLDER, f"{rating_id}.por") + return + + logger.info( + "Extracting rating XML %s for office %s [%s]", + rating_id, + office_id, + log_util.window(begin, end), + ) + try: + with cda_errors.ratings_request(): + rating_xml = cwms.get_ratings_xml(rating_id, office_id, begin=begin, end=end) + except Exception as error: + if not _handle_missing_rating( + error, rating_id, office_id, f" between {log_util.window(begin, end)}" + ): + raise + + return + + filesystem_store.write_json(_xml_to_json_payload(rating_xml), office_id, RATINGS_FOLDER, rating_id) + + +def _upload_one_rating(work_item: list[object]) -> None: + office_id = work_item[0] + rating_id = work_item[1] + por = work_item[4] + + staged_data = filesystem_store.read_json( + office_id, + RATINGS_FOLDER, + f"{rating_id}.por" if por else rating_id, + ) + if staged_data is None: + raise FileNotFoundError( + "No staged rating data found." + ) + + rating_xml = staged_data.get("xml") if isinstance(staged_data, dict) else None + if not rating_xml: + raise ValueError(f"Staged rating data for {office_id}.{rating_id} is missing XML payload.") + cwms.store_rating(rating_xml, store_template=True) + + +def _xml_to_json_payload(xml_value: Any) -> dict[str, str]: + if isinstance(xml_value, bytes): + xml_value = xml_value.decode("utf-8") + + return {"xml": str(xml_value)} + + +def _build_rating_work_items( + office_id: str, + ratings: Iterable[RatingConfig], + default_start: str | None, + default_end: str | None, +) -> list[list[object]]: + work_items: list[list[object]] = [] + + for rating in ratings: + rating_id = rating.id + por = rating.period_of_record + begin = None if por else _parse_timestamp(rating.start_time or default_start, "start") + end = None if por else _parse_timestamp(rating.end_time or default_end, "end") + work_items.append([office_id, rating_id, begin, end, por]) + + return work_items + + +def _parse_timestamp(value: str | None, label: str) -> datetime: + if value is None: + raise ValueError(f"Missing {label} time for rating processing.") + + normalized = value.strip() + if normalized.lower() == "now": + return datetime.now() + + try: + return datetime.fromisoformat(normalized) + except ValueError as exc: + try: + return datetime.strptime(normalized, "%Y-%m-%d") + except ValueError: + raise ValueError(f"Invalid {label} time '{value}'. Use ISO-8601 or YYYY-MM-DD.") from exc + + +__all__ = ["publish_staged_ratings", "stage_ratings"] diff --git a/cda-etl/src/cda_etl/session_manager.py b/cda-etl/src/cda_etl/session_manager.py index 5efaf0261..1715c37f7 100644 --- a/cda-etl/src/cda_etl/session_manager.py +++ b/cda-etl/src/cda_etl/session_manager.py @@ -15,6 +15,9 @@ # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE # SOFTWARE. +""" +The two CDA endpoints a run talks to, and the sessions opened against them. +""" import cwms import logging import os @@ -22,6 +25,8 @@ from contextlib import contextmanager from typing import Iterator +import utils.log_util as log_util + logger = logging.getLogger(__name__) @@ -76,19 +81,27 @@ def has_source_session(self) -> bool: return self.endpoints.has_source @contextmanager - def source_session(self) -> Iterator[None]: + def source_session(self, *, detail: str | None = None) -> Iterator[None]: + """ + Opens the source session and marks the body as the EXTRACT phase. + """ if not self.endpoints.source_cda_url: yield return - cwms.init_session(api_root=self.endpoints.source_cda_url, api_key=self.endpoints.source_cda_api_key) - yield + with log_util.phase(log_util.EXTRACT, endpoint=self.endpoints.source_cda_url, detail=detail): + cwms.init_session(api_root=self.endpoints.source_cda_url, api_key=self.endpoints.source_cda_api_key) + yield @contextmanager - def dest_session(self) -> Iterator[None]: - logger.debug(f"Initializing destination session with URL: {self.endpoints.dest_cda_url}") - cwms.init_session(api_root=self.endpoints.dest_cda_url, api_key=self.endpoints.dest_cda_api_key) - yield + def dest_session(self, *, detail: str | None = None) -> Iterator[None]: + """ + Opens the destination session and marks the body as the LOAD phase. + """ + with log_util.phase(log_util.LOAD, endpoint=self.endpoints.dest_cda_url, detail=detail): + logger.debug(f"Initializing destination session with URL: {self.endpoints.dest_cda_url}") + cwms.init_session(api_root=self.endpoints.dest_cda_url, api_key=self.endpoints.dest_cda_api_key) + yield __all__ = ["SessionEndpoints", "SessionManager"] \ No newline at end of file diff --git a/cda-etl/src/cda_etl/timeseries.py b/cda-etl/src/cda_etl/timeseries.py index 57e96964e..27fa8d8dd 100644 --- a/cda-etl/src/cda_etl/timeseries.py +++ b/cda-etl/src/cda_etl/timeseries.py @@ -16,9 +16,12 @@ # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE # SOFTWARE. import logging +import time from datetime import datetime from typing import Iterable +import utils.cda_errors as cda_errors +import utils.log_util as log_util import utils.threading_util as threading_util import utils.filesystem_store as filesystem_store import cwms @@ -28,6 +31,32 @@ DATE_TIME_FORMAT = "%Y-%m-%d %H.%M.%S" TIMESERIES_FOLDER = "Timeseries" +_NOT_FOUND = "not found in the source" +_EMPTY_WINDOW = "with no values in the window" +_STAGED_EMPTY = "with no staged values" + +_tally = log_util.Tally() + + +def _start_batch() -> log_util.Tally: + global _tally + _tally = log_util.Tally() + + return _tally + + +def _label(ts_info) -> str: + return f"{ts_info[1]} [{log_util.window(ts_info[2], ts_info[3])}]" + + +def _value_count(data: object) -> int | None: + if not isinstance(data, dict) or "values" not in data: + return None + + values = data.get("values") + + return len(values) if isinstance(values, (list, tuple)) else None + def stage_timeseries( office_id: str, @@ -35,14 +64,24 @@ def stage_timeseries( default_start: str | None, default_end: str | None, ) -> None: - ts_info = _build_timeseries_work_items(office_id, timeseries, default_start, default_end) + configured = list(timeseries) + ts_info = _build_timeseries_work_items(office_id, configured, default_start, default_end) if not ts_info: - logger.warning(f"No valid time series items found for office {office_id}") + _report_nothing_to_do(office_id, configured, "extract") return - logger.info("Staging %d timeseries data item(s) for office %s", len(ts_info), office_id) - threading_util.execute_tasks(_download_one_ts_data, ts_info) - logger.info("Completed staging timeseries data for office %s", office_id) + tally = _start_batch() + started = time.monotonic() + threading_util.execute_tasks(_download_one_ts_data, ts_info, label=_label, tally=tally) + log_util.outcome( + logger, + action="Staged", + noun="timeseries", + total=len(ts_info), + tally=tally, + office_id=office_id, + elapsed=time.monotonic() - started, + ) def publish_staged_timeseries( @@ -51,14 +90,37 @@ def publish_staged_timeseries( default_start: str | None, default_end: str | None, ) -> None: - ts_info = _build_timeseries_work_items(office_id, timeseries, default_start, default_end) + configured = list(timeseries) + ts_info = _build_timeseries_work_items(office_id, configured, default_start, default_end) if not ts_info: - logger.warning(f"No valid time series items found for office {office_id}") + _report_nothing_to_do(office_id, configured, "load") + return + + tally = _start_batch() + started = time.monotonic() + threading_util.execute_tasks(_upload_one_ts_data, ts_info, label=_label, tally=tally) + log_util.outcome( + logger, + action="Published", + noun="timeseries", + total=len(ts_info), + tally=tally, + office_id=office_id, + elapsed=time.monotonic() - started, + ) + + +def _report_nothing_to_do(office_id: str, configured: list, phase: str) -> None: + if not configured: + logger.debug("No timeseries configured for office %s; nothing to %s.", office_id, phase) return - logger.info("Publishing %d staged timeseries item(s) for office %s", len(ts_info), office_id) - threading_util.execute_tasks(_upload_one_ts_data, ts_info) - logger.info("Completed publishing timeseries data for office %s", office_id) + logger.warning( + "All %s configured for office %s were rejected as invalid; nothing to %s.", + log_util.plural(len(configured), "timeseries"), + office_id, + phase, + ) def _download_one_ts_data(ts_info): @@ -68,8 +130,20 @@ def _download_one_ts_data(ts_info): end = ts_info[3] begin_str = begin.strftime(DATE_TIME_FORMAT) end_str = end.strftime(DATE_TIME_FORMAT) - logger.info("Refreshing staged timeseries %s for office %s from %s to %s", ts_id, office_id, begin_str, end_str) - data = cwms.get_timeseries(ts_id, office_id, begin=begin, end=end).json + logger.debug("Extracting timeseries %s for office %s [%s]", ts_id, office_id, log_util.window(begin, end)) + + try: + data = cwms.get_timeseries(ts_id, office_id, begin=begin, end=end).json + except Exception as error: + if not cda_errors.is_no_data(error): + raise + _tally.record(_NOT_FOUND, ts_id) + return + + if _value_count(data) == 0: + _tally.record(_EMPTY_WINDOW, ts_id) + return + filesystem_store.write_json(data, office_id, TIMESERIES_FOLDER, ts_id, begin_str, end_str, "data") @@ -80,15 +154,18 @@ def _upload_one_ts_data(ts_info): end = ts_info[3] begin_str = begin.strftime(DATE_TIME_FORMAT) end_str = end.strftime(DATE_TIME_FORMAT) - logger.info("Publishing timeseries %s for office %s from %s to %s", ts_id, office_id, begin_str, end_str) + logger.debug("Publishing timeseries %s for office %s [%s]", ts_id, office_id, log_util.window(begin, end)) staged_data = filesystem_store.read_json(office_id, TIMESERIES_FOLDER, ts_id, begin_str, end_str, "data") if staged_data is None: raise FileNotFoundError( - f"No staged timeseries data found for {office_id}.{ts_id} " - f"for window {begin_str} to {end_str}. Timeseries data publish skipped for this item." + "No staged timeseries data found for this window." ) + if _value_count(staged_data) == 0: + _tally.record(_STAGED_EMPTY, ts_id) + return + cwms.store_timeseries(staged_data) @@ -98,18 +175,40 @@ def _build_timeseries_work_items( default_start: str | None, default_end: str | None, ) -> list[list[object]]: - work_items: list[list[object]] = [] + valid = [] for timeseries in timeseries_items: ts_id = _normalize_timeseries_id(office_id, timeseries.id) if ts_id is None: continue - begin = _parse_timestamp(timeseries.start_time or default_start, "start") - end = _parse_timestamp(timeseries.end_time or default_end, "end") - work_items.append([office_id, ts_id, begin, end]) + valid.append((ts_id, timeseries)) + + unique, duplicates = log_util.dedupe( + valid, + key=lambda entry: (entry[0], entry[1].start_time or default_start, entry[1].end_time or default_end), + ) - return work_items + if duplicates: + logger.warning( + "%s in the config for office %s %s more than once; the duplicates are dropped, " + "leaving %s. Duplicated: %s", + log_util.plural(len(duplicates), "timeseries"), + office_id, + "appear" if len(duplicates) > 1 else "appears", + log_util.plural(len(unique), "item"), + ", ".join(sorted({ts_id for ts_id, _ in duplicates})), + ) + + return [ + [ + office_id, + ts_id, + _parse_timestamp(item.start_time or default_start, "start"), + _parse_timestamp(item.end_time or default_end, "end"), + ] + for ts_id, item in unique + ] def _normalize_timeseries_id(office_id: str, configured_id: str) -> str | None: @@ -141,4 +240,6 @@ def _parse_timestamp(value: str | None, label: str) -> datetime: return datetime.strptime(normalized, "%Y-%m-%d") except ValueError: raise ValueError(f"Invalid {label} time '{value}'. Use ISO-8601 or YYYY-MM-DD.") from exc + + __all__ = ["publish_staged_timeseries", "stage_timeseries"] diff --git a/cda-etl/src/cda_etl/utils/cda_errors.py b/cda-etl/src/cda_etl/utils/cda_errors.py new file mode 100644 index 000000000..9e5475daa --- /dev/null +++ b/cda-etl/src/cda_etl/utils/cda_errors.py @@ -0,0 +1,95 @@ +# MIT License +# Copyright (c) 2026 Hydrologic Engineering Center +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: +# The above copyright notice and this permission notice shall be included in all +# copies or substantial portions of the Software. +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +# SOFTWARE. +from __future__ import annotations + +import logging +import threading +from contextlib import contextmanager +from typing import Iterator + +logger = logging.getLogger(__name__) + +# "May be the result of an empty query." comes from cwms.api.ApiError.hint(), +# which emits it for 404 and nothing else. +_NOT_FOUND_MARKERS = ( + "May be the result of an empty query.", + '"message":"Not found."', + '"message": "Not found."', +) + + +def status_code_of(error: BaseException) -> int | None: + return getattr(getattr(error, "response", None), "status_code", None) + + +def is_no_data(error: BaseException) -> bool: + """ + True when an exception represents CDA answering 404 - no values for that id + in that window - rather than a genuine failure. + """ + if status_code_of(error) == 404: + return True + + message = str(error) + + return any(marker in message for marker in _NOT_FOUND_MARKERS) + + +_AMBIGUOUS_RATING_MARKER = "Failed to process request to retrieve RatingSet" + + +def is_ambiguous_rating_failure(error: BaseException) -> bool: + """ + True for the 500 the ratings values endpoint returns when a rating does not + exist. Cannot be distinguished from a real processing failure, so callers + should report it more loudly than a true 404. + """ + return ( + status_code_of(error) == 500 + and _AMBIGUOUS_RATING_MARKER in str(error) + ) + + +_local = threading.local() + + +@contextmanager +def ratings_request() -> Iterator[None]: + previous = in_ratings_request() + _local.in_ratings_request = True + try: + yield + finally: + _local.in_ratings_request = previous + + +def in_ratings_request() -> bool: + """ + True while this thread is inside a call to the ratings endpoints, where a 500 + is more likely to mean "no such rating" than a fault. + """ + return getattr(_local, "in_ratings_request", False) + + +__all__ = [ + "in_ratings_request", + "is_ambiguous_rating_failure", + "is_no_data", + "ratings_request", + "status_code_of", +] diff --git a/cda-etl/src/cda_etl/utils/cwms_compat.py b/cda-etl/src/cda_etl/utils/cwms_compat.py new file mode 100644 index 000000000..eda95a3ab --- /dev/null +++ b/cda-etl/src/cda_etl/utils/cwms_compat.py @@ -0,0 +1,173 @@ +# MIT License +# Copyright (c) 2026 Hydrologic Engineering Center +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: +# The above copyright notice and this permission notice shall be included in all +# copies or substantial portions of the Software. +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +# SOFTWARE. +from __future__ import annotations + +import logging +import re +import time +from typing import Any +from urllib.parse import unquote_plus + +import utils.cda_errors as cda_errors +import utils.log_util as log_util + +logger = logging.getLogger(__name__) + +_TARGET_MODULE = "cwms.timeseries.timeseries" +_TARGET_FUNCTION = "_call_with_retry" +_ATTEMPTS_ATTRIBUTE = "_CHUNK_ATTEMPTS" + +_patched = False + +_NAME_PATTERN = re.compile(r"[?&]name=([^&\s)]+)") +_BEGIN_PATTERN = re.compile(r"[?&]begin=([^&\s)]+)") +_END_PATTERN = re.compile(r"[?&]end=([^&\s)]+)") +_SERVER_MESSAGE_PATTERN = re.compile(r'"message"\s*:\s*"([^"]+)"') +_INCIDENT_PATTERN = re.compile(r'"incidentIdentifier"\s*:\s*"([^"]+)"') + + +def _describe_chunk(error: BaseException) -> str: + """ + Names the request that failed, in the same terms the callers use: the + timeseries id and the window. Not the URL - the id and window *are* the URL, + minus the encoding. + """ + text = str(error) + name = _NAME_PATTERN.search(text) + begin = _BEGIN_PATTERN.search(text) + end = _END_PATTERN.search(text) + + described = unquote_plus(name.group(1)) if name else "timeseries chunk" + + if begin and end: + described = f"{described} [{log_util.shorten_timestamp(begin.group(1))} to {log_util.shorten_timestamp(end.group(1))}]" + + return described + + +def _describe_cause(error: BaseException) -> str: + """ + The server's own words plus the incident identifier, which is the one piece + of the details object support actually asks for. + """ + text = str(error) + server_message = _SERVER_MESSAGE_PATTERN.search(text) + incident = _INCIDENT_PATTERN.search(text) + + cause = server_message.group(1) if server_message else type(error).__name__ + + if incident: + cause = f'{cause} (incident {incident.group(1).split("-")[0]})' + + return cause + + +def disable_retry_on_missing_data() -> bool: + global _patched + + if _patched: + return True + + try: + import importlib + + module = importlib.import_module(_TARGET_MODULE) + except ImportError: + logger.warning( + "Could not import %s to disable retries on 404; empty windows will be retried.", + _TARGET_MODULE, + ) + return False + + original = getattr(module, _TARGET_FUNCTION, None) + default_attempts = getattr(module, _ATTEMPTS_ATTRIBUTE, None) + + if not callable(original) or not isinstance(default_attempts, int): + logger.warning( + "%s %s is not the shape expected, so retries on 404 are left alone. " + "cwms-python has probably changed; this shim can likely be removed.", + _TARGET_MODULE, + _TARGET_FUNCTION, + ) + return False + + def _call_with_retry(fn: Any, *args: Any, attempts: int = default_attempts) -> Any: + failed = 0 + last_error: BaseException | None = None + started = time.monotonic() + + for attempt in range(attempts): + try: + result = fn(*args) + except Exception as error: + # A definitive "nothing here" will not become something else on + # the next try, so surface it now. The caller treats it as an + # ordinary empty result. + if cda_errors.is_no_data(error): + raise + + failed += 1 + last_error = error + logger.debug( + "Chunk attempt %d/%d failed for %s: %s", + attempt + 1, + attempts, + _describe_chunk(error), + error, + ) + + if attempt == attempts - 1: + logger.warning( + "Gave up on %s after %d attempts over %s during %s. Last error: %s", + _describe_chunk(error), + attempts, + log_util.duration(time.monotonic() - started), + log_util.direction(), + _describe_cause(error), + ) + raise + + continue + + if last_error is not None: + logger.warning( + "Recovered %s on attempt %d of %d after %s. Cause of the retries: %s", + _describe_chunk(last_error), + failed + 1, + attempts, + log_util.duration(time.monotonic() - started), + _describe_cause(last_error), + ) + + return result + + setattr(module, _TARGET_FUNCTION, _call_with_retry) + _patched = True + logger.debug( + "Patched %s %s so a 404 is not retried.", _TARGET_MODULE, _TARGET_FUNCTION + ) + + return True + + +def _reset_for_tests() -> None: + global _patched + _patched = False + + +__all__ = ["disable_retry_on_missing_data"] diff --git a/cda-etl/src/cda_etl/utils/filesystem_store.py b/cda-etl/src/cda_etl/utils/filesystem_store.py index 9e186e20f..c041ae21b 100644 --- a/cda-etl/src/cda_etl/utils/filesystem_store.py +++ b/cda-etl/src/cda_etl/utils/filesystem_store.py @@ -20,9 +20,35 @@ import json from pathlib import Path from typing import Any +from urllib.parse import quote, unquote _STORAGE_ROOT = Path("./data") +# CWMS ids and property names legitimately contain characters that NTFS forbids +# in a filename. REGI's association properties are the live example - "Regi_project_INPUT.Elev_Area.?GLOBAL?" +# cannot be written on Windows at all ([Errno 22] Invalid argument), while the +# same name is fine on Linux, so this only shows up outside the container. +# +# "%" is escaped too, otherwise a real "%3F" in an id would decode back to "?" and collide. +# list_json_stems reverses this, so names handed back to callers +# (and on to CDA) are always the true ones. +_ILLEGAL_IN_FILENAMES = '<>:"/\\|?*%' +_SAFE_CHARACTERS = "".join( + chr(code) for code in range(32, 127) if chr(code) not in _ILLEGAL_IN_FILENAMES +) + + +def _encode_part(part: str) -> str: + return quote(part, safe=_SAFE_CHARACTERS) + + +def decode_part(part: str) -> str: + """ + Reverses _encode_part. Exposed because a name read back off disk has to be + decoded before it is used as a CWMS id. + """ + return unquote(part) + def set_storage_root(path: str | Path) -> None: global _STORAGE_ROOT @@ -52,6 +78,21 @@ def write_json(value: Any, *path_parts: str) -> None: json.dump(value, file, indent=2) +def list_json_stems(*path_parts: str) -> list[str]: + """ + Returns the true names of the staged files in a directory - decoded, so a + stem can be passed straight back into read_json or used as a CWMS id. + """ + if not path_parts: + return [] + + directory = _STORAGE_ROOT.joinpath(*_normalize_path_parts(*path_parts)) + if not directory.exists() or not directory.is_dir(): + return [] + + return sorted(decode_part(path.stem) for path in directory.glob("*.json") if path.is_file()) + + def _build_path(*path_parts: str) -> Path | None: if not path_parts: return None @@ -69,7 +110,7 @@ def _normalize_path_parts(*path_parts: str) -> list[str]: if len(normalized_parts) >= 6 and normalized_parts[-1] == "data": normalized_parts = normalized_parts[:-4] + [normalized_parts[2]] - return normalized_parts + return [_encode_part(part) for part in normalized_parts] -__all__ = ["read_json", "set_storage_root", "write_json"] +__all__ = ["decode_part", "list_json_stems", "read_json", "set_storage_root", "write_json"] diff --git a/cda-etl/src/cda_etl/utils/log_util.py b/cda-etl/src/cda_etl/utils/log_util.py new file mode 100644 index 000000000..c3ad2bc0d --- /dev/null +++ b/cda-etl/src/cda_etl/utils/log_util.py @@ -0,0 +1,497 @@ +# MIT License +# Copyright (c) 2026 Hydrologic Engineering Center +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: +# The above copyright notice and this permission notice shall be included in all +# copies or substantial portions of the Software. +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +# SOFTWARE. +""" +Shared vocabulary for cda-etl's log output. +""" +from __future__ import annotations + +import logging +import re +import threading +import time +from contextlib import contextmanager +from datetime import datetime +from typing import Iterable, Iterator +from urllib.parse import unquote_plus + +import utils.cda_errors as cda_errors + +logger = logging.getLogger(__name__) +_pipeline_logger = logging.getLogger("pipeline") + +DISPLAY_FORMAT = "%Y-%m-%d %H:%M" + +EXTRACT = "EXTRACT" +LOAD = "LOAD" + +_DIRECTIONS = { + EXTRACT: "reading from the source", + LOAD: "writing to the destination", +} + +UNKNOWN_DIRECTION = "an unknown phase" + +_BANNER_RULE = "=" * 78 +_SUMMARY_RULE = "-" * 78 + +_PLURALS = { + "property": "properties", + "category": "categories", + "entry": "entries", + "timeseries": "timeseries", +} + + +def plural(count: int, noun: str) -> str: + """ + ``plural(1, "property")`` -> ``"1 property"``; ``plural(0, "property")`` -> + ``"0 properties"``. + + Multi-word nouns inflect on the last word, so "property category" gives + "property categories" rather than "property categorys". + """ + if count == 1: + return f"{count} {noun}" + + head, _, last = noun.rpartition(" ") + inflected = _PLURALS.get(last, last + "s") + + return f"{count} {head} {inflected}".replace(" ", " ") if head else f"{count} {inflected}" + + +def display(value: object) -> str: + """ + A timestamp as a person should read it: minutes, no microseconds, no offset. + + Microseconds arrive because an end time of "now" is `datetime.now()`, and + they were reaching the log as "2026-08-03 10:47:04.197293+00:00". + """ + if isinstance(value, datetime): + return value.strftime(DISPLAY_FORMAT) + + return str(value) + + +def window(begin: object, end: object) -> str: + return f"{display(begin)} to {display(end)}" + + +_STAMP_IN_TEXT = re.compile(r"(\d{4}-\d{2}-\d{2})[T ](\d{2}:\d{2})") + + +def shorten_timestamp(value: str) -> str: + """ + Trims a timestamp that arrived as text to the display format. + + cwms-python's messages and URLs carry their own renderings - + ``2026-08-03 11:48:37.148135``, ``2026-07-27T00%3A00%3A00%2B00%3A00`` - and + those strings are all the filter and the retry reporter have to work from. + """ + decoded = unquote_plus(value) + match = _STAMP_IN_TEXT.search(decoded) + + return f"{match.group(1)} {match.group(2)}" if match else decoded + + +def duration(seconds: float) -> str: + if seconds < 1: + return f"{seconds * 1000:.0f}ms" + + if seconds < 60: + return f"{seconds:.1f}s" + + minutes, remainder = divmod(int(seconds), 60) + + return f"{minutes}m{remainder:02d}s" + + +_current_phase: str | None = None + + +def current_phase() -> str | None: + return _current_phase + + +def direction() -> str: + """ + The current phase named alongside what it is doing - ``"EXTRACT (reading + from the source)"``. + """ + name = current_phase() + + if name is None: + return UNKNOWN_DIRECTION + + described = _DIRECTIONS.get(name) + + return f"{name} ({described})" if described else name + + +@contextmanager +def phase(name: str, *, endpoint: str | None = None, detail: str | None = None) -> Iterator[None]: + """ + Marks a half of the pipeline, banners it, and reports how long it took. + + The banner is one record with embedded newlines rather than several, so the + level/logger prefix appears once above the block instead of on each rule. + """ + global _current_phase + + previous = _current_phase + _current_phase = name + started = time.monotonic() + + lines = [f" {name}"] + if endpoint: + lines[0] = f" {name} - {endpoint}" + if detail: + lines.append(f" {detail}") + + _pipeline_logger.info("\n%s\n%s\n%s", _BANNER_RULE, "\n".join(lines), _BANNER_RULE) + + failed = False + + try: + yield + except BaseException: + failed = True + raise + finally: + elapsed = duration(time.monotonic() - started) + _pipeline_logger.info( + "\n%s\n %s %s %s\n%s", + _SUMMARY_RULE, + name, + "failed after" if failed else "complete in", + elapsed, + _SUMMARY_RULE, + ) + _current_phase = previous + + +def install_phase_tag() -> None: + """ + Puts the current phase on every record, so ``%(phase)s`` can go in the + format and no line is ambiguous about direction. + + Idempotent - wrapping the factory twice would just set the attribute twice, + but the guard keeps the chain from growing if an entry point is re-entered. + """ + existing = logging.getLogRecordFactory() + + if getattr(existing, "_cda_phase_tag", False): + return + + def factory(*args: object, **kwargs: object) -> logging.LogRecord: + record = existing(*args, **kwargs) + record.phase = _current_phase or "-" + return record + + factory._cda_phase_tag = True # type: ignore[attr-defined] + logging.setLogRecordFactory(factory) + + +FORMAT = "%(asctime)s %(levelname)-7s %(phase)-7s %(name)-14s %(message)s" +DEBUG_FORMAT = "%(asctime)s %(levelname)-7s %(phase)-7s %(name)-14s [%(threadName)s] %(message)s" +DATE_FORMAT = "%H:%M:%S" +_FORMATTER_DEFAULTS = {"phase": "-"} + + +def formatter(level: int) -> logging.Formatter: + return logging.Formatter( + DEBUG_FORMAT if level <= logging.DEBUG else FORMAT, + datefmt=DATE_FORMAT, + defaults=_FORMATTER_DEFAULTS, + ) + + +def configure(level: int) -> None: + """ + Installs the phase tag, the root handler and the format, in that order. + """ + install_phase_tag() + logging.basicConfig(level=level) + reformat(level) + + +def reformat(level: int) -> None: + """ + Re-applies the format after the level changes - the config file can turn + DEBUG on after the handler already exists, and thread names are the main + reason to want DEBUG here. + """ + for handler in logging.getLogger().handlers: + handler.setFormatter(formatter(level)) + + +class Tally: + """ + Collects per-item outcomes so a batch reports them once instead of per item. + + Thread-safe: the items in a batch run concurrently on the shared executor, + and each records its own outcome from its own thread. + """ + + def __init__(self) -> None: + self._lock = threading.Lock() + self._by_reason: dict[str, list[str]] = {} + + def record(self, reason: str, label: str) -> None: + with self._lock: + self._by_reason.setdefault(reason, []).append(label) + + def labels(self, reason: str) -> list[str]: + with self._lock: + return sorted(self._by_reason.get(reason, ())) + + def count(self, reason: str | None = None) -> int: + with self._lock: + if reason is None: + return sum(len(labels) for labels in self._by_reason.values()) + + return len(self._by_reason.get(reason, ())) + + def reasons(self) -> list[str]: + with self._lock: + return sorted(self._by_reason) + + def describe(self) -> str: + with self._lock: + counted = [ + (len(labels), reason) for reason, labels in self._by_reason.items() if labels + ] + + # Largest cause first, so the line leads with what most of the batch did. + # Reason breaks ties, which keeps the output deterministic. + counted.sort(key=lambda entry: (-entry[0], entry[1])) + + return ", ".join(f"{count} {reason}" for count, reason in counted) + + def log_details(self, log: logging.Logger) -> None: + if not log.isEnabledFor(logging.DEBUG): + return + + with self._lock: + snapshot = { + reason: sorted(label for label in labels if label) + for reason, labels in self._by_reason.items() + } + + for reason, labels in sorted(snapshot.items()): + if labels: + log.debug("%s: %s", reason.capitalize(), ", ".join(labels)) + + +# An item the load phase found no staged file for. Named here rather than in each +# module because threading_util records it and outcome reacts to it: it is the one +# tallied outcome that might mean something is actually wrong. +NOTHING_STAGED = "with nothing staged" + + +def outcome( + log: logging.Logger, + *, + action: str, + noun: str, + total: int, + tally: Tally, + office_id: str, + elapsed: float | None = None, +) -> None: + """ + The one line that accounts for a batch, in place of "Completed staging X for + office Y" - which said only that the code reached the end of the function. + + Staged 22 of 37 timeseries for SWT in 41.2s (15 with no values in the window) + + Items with nothing staged are tallied by threading_util rather than warned + about there, because a warning naming a count immediately next to a line + naming the same count for the same batch is the pattern this was cleaning up. + When there are any, the whole line rises to WARNING and carries the advice, so + the severity matches the one tallied outcome that might mean something is + wrong. + + The ids behind the counts go out at DEBUG, so "which ones?" is still + answerable without spending a line each on the answer. + """ + handled = max(total - tally.count(), 0) + message = f"{action} {handled} of {plural(total, noun)} for {office_id}" + + if elapsed is not None: + message = f"{message} in {duration(elapsed)}" + + detail = tally.describe() + if detail: + message = f"{message} ({detail})" + + if tally.count(NOTHING_STAGED): + log.warning( + "%s. If this is unexpected, run the extract phase and publish again.", + message, + ) + else: + log.info(message) + + tally.log_details(log) + + +def dedupe(items: Iterable[object], key=lambda item: item) -> tuple[list[object], list[object]]: + """ + Order-preserving dedupe, returning (unique, duplicates). + + Config duplicates were previously invisible: two identical timeseries ids + meant the same window fetched twice, written to the same file twice and + published twice, with nothing in the log to say so. + """ + seen: set[object] = set() + unique: list[object] = [] + duplicates: list[object] = [] + + for item in items: + item_key = key(item) + if item_key in seen: + duplicates.append(item) + continue + + seen.add(item_key) + unique.append(item) + + return unique, duplicates + + +_RESPONSE_STATUS_PATTERN = re.compile(r"response=") +_FETCH_WINDOW_PATTERN = re.compile( + r"Failed to fetch data from (\S+(?: \S+)?) to (\S+(?: \S+)?):" +) +_FETCH_TS_NAME_PATTERN = re.compile(r"[?&]name=([^&\s)]+)") + + +def _no_data_window_summary(message: str) -> tuple[str, tuple[object, ...]]: + window_match = _FETCH_WINDOW_PATTERN.search(message) + name = _FETCH_TS_NAME_PATTERN.search(message) + + if window_match and name: + return ( + "No values for timeseries %s between %s and %s; nothing staged.", + ( + unquote_plus(name.group(1)), + shorten_timestamp(window_match.group(1)), + shorten_timestamp(window_match.group(2)), + ), + ) + + if window_match: + return ( + "No values between %s and %s; nothing staged.", + ( + shorten_timestamp(window_match.group(1)), + shorten_timestamp(window_match.group(2)), + ), + ) + + return ("No values in the requested window; nothing staged.", ()) + + +class FriendlyCdaLogFilter(logging.Filter): + """ + Softens cwms-python's own logging to match how cda-etl treats the same + events: a 404 or an empty window is normal here, not a fault, and the + per-chunk retry warning should say which direction it happened in. + """ + + def filter(self, record: logging.LogRecord) -> bool: + message = record.getMessage() + + if "CDA Error: response=" in message or message.startswith("Failed to fetch data"): + record.name = "cwms" + + if "CDA Error: response=" in message: + match = _RESPONSE_STATUS_PATTERN.search(message) + status_code = match.group(1) if match else "unknown" + + if status_code == "404": + record.levelno = logging.DEBUG + record.levelname = "DEBUG" + record.msg = ( + "CWMS API request returned HTTP 404 (nothing found); the caller decides " + "whether that matters and reports it." + ) + record.args = () + return logging.getLogger().isEnabledFor(logging.DEBUG) + + if status_code == "500" and cda_errors.in_ratings_request(): + record.levelno = logging.DEBUG + record.levelname = "DEBUG" + record.msg = ( + "CWMS API request returned HTTP 500 during a ratings request; the caller " + "decides whether that means the rating is absent and reports it." + ) + record.args = () + return logging.getLogger().isEnabledFor(logging.DEBUG) + record.levelno = logging.DEBUG + record.levelname = "DEBUG" + record.msg = ( + "CWMS API request returned HTTP %s during %s; " + "the caller reports the outcome." + ) + record.args = (status_code, direction()) + return logging.getLogger().isEnabledFor(logging.DEBUG) + + if message.startswith("Failed to fetch data") and ( + "May be the result of an empty query." in message + or '"message":"Not found."' in message + ): + record.levelno = logging.DEBUG + record.levelname = "DEBUG" + record.msg, record.args = _no_data_window_summary(message) + return logging.getLogger().isEnabledFor(logging.DEBUG) + + if message.startswith("chunk attempt") and "CWMS API Error" in message: + record.name = "cwms" + record.msg = "Timeseries chunk failed during %s and will be retried: %s" + record.args = (direction(), message) + return True + + return True + + +__all__ = [ + "DATE_FORMAT", + "DEBUG_FORMAT", + "DISPLAY_FORMAT", + "EXTRACT", + "FORMAT", + "LOAD", + "FriendlyCdaLogFilter", + "Tally", + "UNKNOWN_DIRECTION", + "configure", + "current_phase", + "dedupe", + "direction", + "display", + "duration", + "formatter", + "install_phase_tag", + "outcome", + "phase", + "plural", + "reformat", + "shorten_timestamp", + "window", +] diff --git a/cda-etl/src/cda_etl/utils/threading_util.py b/cda-etl/src/cda_etl/utils/threading_util.py index 2c6e349ba..65ec7c38b 100644 --- a/cda-etl/src/cda_etl/utils/threading_util.py +++ b/cda-etl/src/cda_etl/utils/threading_util.py @@ -16,37 +16,61 @@ # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE # SOFTWARE. import logging -import traceback +from datetime import datetime from concurrent.futures import as_completed, ThreadPoolExecutor +from typing import Callable + +import utils.log_util as log_util logger = logging.getLogger(__name__) _EXECUTOR: ThreadPoolExecutor - -class TaskExecutionError(Exception): - """Raised when one or more tasks submitted to execute_tasks fail.""" - def init_executor(max_workers): global _EXECUTOR _EXECUTOR = ThreadPoolExecutor(max_workers=max_workers) +def _format_part(part): + if isinstance(part, datetime): + return log_util.display(part) + + return str(part) + + def _format_item(item): if isinstance(item, list): - return ", ".join(str(part) for part in item) - return str(item) + return ", ".join(_format_part(part) for part in item) + return _format_part(item) + + +class BatchResult: + + __slots__ = ("total", "skipped") + + def __init__(self, total: int, skipped: int) -> None: + self.total = total + self.skipped = skipped + @property + def succeeded(self) -> int: + return self.total - self.skipped -def _friendly_exception_message(item, exc): - item_str = _format_item(item) + +def _friendly_exception_message(item, exc, label_of): + """ + Frames an item's failure for the log. + + The item identifiers are rendered here, so the exception text deliberately + does not repeat them - the domain modules raise short messages stating only + what the item does not already say. The batch-level advice about running the + stage phase is logged once per batch rather than once per item. + """ + item_str = label_of(item) details = str(exc) if isinstance(exc, FileNotFoundError): - return ( - f"Skipped '{item_str}' because staged data was not found. " - f"Run staging first or verify input configuration. Details: {details}" - ) + return f"Skipped '{item_str}': {details}" if "CWMS API Error" in details: return f"CWMS request failed for '{item_str}'. {details}" @@ -54,33 +78,85 @@ def _friendly_exception_message(item, exc): return f"Task failed for '{item_str}'. {details}" -def execute_tasks(task_func, items): +class TaskExecutionError(RuntimeError): """ - Executes a task function for each item in a list using the provided executor. - Waits for every future to finish, logging each failure as it completes. Once - all futures are done, raises TaskExecutionError if any task failed so that - callers (and ultimately the process exit code) reflect a partial/failed run. + Raised after a batch finishes when any task failed for a reason other than + missing staged data. """ + + def __init__(self, failures: list[tuple[object, BaseException]], total: int, label_of=None): + self.failures = failures + self.total = total + render = label_of or _format_item + summary = "; ".join( + f"{render(item)}: {exc}" for item, exc in failures[:_MAX_REPORTED_FAILURES] + ) + remainder = len(failures) - _MAX_REPORTED_FAILURES + if remainder > 0: + summary = f"{summary}; and {remainder} more" + + super().__init__(f"{len(failures)} of {total} task(s) failed. {summary}") + + +_MAX_REPORTED_FAILURES = 5 + + +def execute_tasks( + task_func, + items, + label: Callable[[object], str] | None = None, + tally: "log_util.Tally | None" = None, +) -> BatchResult: + """ + Runs task_func over items on the shared executor. + + Every item is attempted, so one bad id does not hide the rest, but a batch + with any hard failure raises TaskExecutionError once it finishes. + + ``label`` renders a work item as the identifier it was announced under, so a + skip or a failure can be matched to the item by eye. Without it the log falls + back to the item's internal shape. + + ``tally`` collects the skipped items so the caller's one-line account can + report them, in place of the batch warning this used to emit next to that + line. + """ + label_of = label or _format_item + futures_to_items = { _EXECUTOR.submit(task_func, item): item for item in items } - failures = [] + failures: list[tuple[object, BaseException]] = [] + skipped = 0 + for future in as_completed(futures_to_items): item = futures_to_items[future] - exc = future.exception() - if exc is not None: - logger.warning(_friendly_exception_message(item, exc)) - failures.append((item, exc)) - else: - logger.debug(f"No error on execution for {item}") + exception = future.exception() + + if exception is None: + logger.debug("Completed %s", label_of(item)) + continue + + message = _friendly_exception_message(item, exception, label_of) + + if isinstance(exception, FileNotFoundError): + skipped += 1 + logger.debug(message) + + if tally is not None: + tally.record(log_util.NOTHING_STAGED, label_of(item)) + + continue + + logger.error(message) + failures.append((item, exception)) if failures: - summary = "; ".join(_friendly_exception_message(item, exc) for item, exc in failures) - raise TaskExecutionError( - f"{len(failures)} of {len(futures_to_items)} task(s) failed: {summary}" - ) + raise TaskExecutionError(failures, len(futures_to_items), label_of) + + return BatchResult(total=len(futures_to_items), skipped=skipped) -__all__ = ["execute_tasks", "init_executor", "TaskExecutionError"] +__all__ = ["BatchResult", "TaskExecutionError", "execute_tasks", "init_executor"] diff --git a/cda-etl/tests/cda_etl/test_clob.py b/cda-etl/tests/cda_etl/test_clob.py new file mode 100644 index 000000000..6e9df68d6 --- /dev/null +++ b/cda-etl/tests/cda_etl/test_clob.py @@ -0,0 +1,186 @@ +# MIT License +# Copyright (c) 2026 Hydrologic Engineering Center +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: +# The above copyright notice and this permission notice shall be included in all +# copies or substantial portions of the Software. +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +# SOFTWARE. +from unittest.mock import ANY +from unittest.mock import MagicMock + +import clob +from config import ClobConfig + + +def test_stage_clobs(mocker): + mock_execute = mocker.patch("utils.threading_util.execute_tasks") + clobs = [ClobConfig(id="SWT.EUFA.PROJECT.NOTES", enabled=True, raw={})] + + clob.stage_clobs("SWT", clobs) + + mock_execute.assert_called_once_with( + clob._download_one_clob, + [["SWT", "SWT.EUFA.PROJECT.NOTES"]], + label=ANY, tally=ANY, + ) + + +def test_publish_staged_clobs(mocker): + mock_execute = mocker.patch("utils.threading_util.execute_tasks") + clobs = [ClobConfig(id="SWT.EUFA.PROJECT.NOTES", enabled=True, raw={})] + + clob.publish_staged_clobs("SWT", clobs) + + mock_execute.assert_called_once_with( + clob._upload_one_clob, + [["SWT", "SWT.EUFA.PROJECT.NOTES"]], + label=ANY, tally=ANY, + ) + + +def test_download_one_clob(mocker): + mock_write_json = mocker.patch("utils.filesystem_store.write_json") + mock_get_clob = mocker.patch("cwms.get_clob") + + mock_response = MagicMock() + mock_response.json = {"id": "SWT.EUFA.PROJECT.NOTES", "value": "text"} + mock_get_clob.return_value = mock_response + + clob._download_one_clob(["SWT", "SWT.EUFA.PROJECT.NOTES"]) + + mock_get_clob.assert_called_once_with("SWT.EUFA.PROJECT.NOTES", "SWT") + mock_write_json.assert_called_once_with( + {"id": "SWT.EUFA.PROJECT.NOTES", "value": "text"}, + "SWT", + "Clobs", + "SWT.EUFA.PROJECT.NOTES", + ) + + +def test_upload_one_clob(mocker): + mock_store_clobs = mocker.patch("cwms.store_clobs") + mocker.patch( + "utils.filesystem_store.read_json", + return_value={"id": "SWT.EUFA.PROJECT.NOTES", "value": "text"}, + ) + + clob._upload_one_clob(["SWT", "SWT.EUFA.PROJECT.NOTES"]) + + mock_store_clobs.assert_called_once_with( + {"id": "SWT.EUFA.PROJECT.NOTES", "value": "text"}, + fail_if_exists=False, + ) + + +def test_a_clob_with_no_value_is_not_staged(mocker, caplog): + """ + CDA omits the value key entirely when a clob's value is null, and its own + Clob.validate() then rejects the payload on store with 400 "required fields + not present" / "missing fields": "value". Real case: SWT's + FLOW.EUFA.PROJECT_TOTAL staged as {"office-id": "SWT", "id": ...}. + """ + import logging + caplog.set_level(logging.DEBUG) + response = MagicMock() + response.json = {"office-id": "SWT", "id": "FLOW.EUFA.PROJECT_TOTAL"} + mocker.patch("cwms.get_clob", return_value=response) + mock_write = mocker.patch("utils.filesystem_store.write_json") + + clob._download_one_clob(["SWT", "FLOW.EUFA.PROJECT_TOTAL"]) + + mock_write.assert_not_called() + + +def test_a_clob_with_a_null_value_is_not_staged(mocker): + response = MagicMock() + response.json = {"office-id": "SWT", "id": "FLOW.EUFA.PROJECT_TOTAL", "value": None} + mocker.patch("cwms.get_clob", return_value=response) + mock_write = mocker.patch("utils.filesystem_store.write_json") + + clob._download_one_clob(["SWT", "FLOW.EUFA.PROJECT_TOTAL"]) + + mock_write.assert_not_called() + + +def test_an_empty_string_value_is_still_staged(mocker): + """ + CwmsDTOValidator.required() rejects only null, so "" is publishable and must + not be dropped. + """ + response = MagicMock() + response.json = {"office-id": "SWT", "id": "FLOW.EUFA.PROJECT_TOTAL", "value": ""} + mocker.patch("cwms.get_clob", return_value=response) + mock_write = mocker.patch("utils.filesystem_store.write_json") + + clob._download_one_clob(["SWT", "FLOW.EUFA.PROJECT_TOTAL"]) + + mock_write.assert_called_once() + + +def test_a_staged_clob_with_no_value_is_not_published(mocker, caplog): + """ + Guards the five-files-already-on-disk case: staging skips these now, but an + older build wrote them. + """ + import logging + caplog.set_level(logging.DEBUG) + mocker.patch( + "utils.filesystem_store.read_json", + return_value={"office-id": "SWT", "id": "FLOW.EUFA.PROJECT_TOTAL"}, + ) + mock_store = mocker.patch("cwms.store_clobs") + + clob._upload_one_clob(["SWT", "FLOW.EUFA.PROJECT_TOTAL"]) + + mock_store.assert_not_called() + + +def test_a_staged_clob_with_a_value_is_published(mocker): + payload = {"office-id": "SWT", "id": "FLOW.EUFA.PROJECT_TOTAL", "value": "some text"} + mocker.patch("utils.filesystem_store.read_json", return_value=payload) + mock_store = mocker.patch("cwms.store_clobs") + + clob._upload_one_clob(["SWT", "FLOW.EUFA.PROJECT_TOTAL"]) + + mock_store.assert_called_once_with(payload, fail_if_exists=False) + + +def test_a_staged_clob_with_an_empty_string_value_is_published(mocker): + payload = {"office-id": "SWT", "id": "FLOW.EUFA.PROJECT_TOTAL", "value": ""} + mocker.patch("utils.filesystem_store.read_json", return_value=payload) + mock_store = mocker.patch("cwms.store_clobs") + + clob._upload_one_clob(["SWT", "FLOW.EUFA.PROJECT_TOTAL"]) + + mock_store.assert_called_once() + + +def test_the_real_400_no_longer_reproduces(mocker): + """Reproduces the traceback shape; the guard means store is never reached.""" + mocker.patch( + "utils.filesystem_store.read_json", + return_value={"office-id": "SWT", "id": "FLOW.EUFA.PROJECT_TOTAL"}, + ) + mocker.patch("cwms.store_clobs", side_effect=AssertionError("should not be called")) + + clob._upload_one_clob(["SWT", "FLOW.EUFA.PROJECT_TOTAL"]) + + +def test_nothing_configured_is_not_a_warning(caplog): + import logging + caplog.set_level(logging.DEBUG) + + clob.stage_clobs("SWT", []) + clob.publish_staged_clobs("SWT", []) + + assert not [r for r in caplog.records if r.levelno >= logging.WARNING] diff --git a/cda-etl/tests/cda_etl/test_config.py b/cda-etl/tests/cda_etl/test_config.py index 047846bd8..d56e52852 100644 --- a/cda-etl/tests/cda_etl/test_config.py +++ b/cda-etl/tests/cda_etl/test_config.py @@ -19,7 +19,16 @@ import pytest -from config import DownloadConfig +from config import ( + DownloadConfig, + LocationLevelConfig, + OfficeConfig, + RatingConfig, + TimeseriesConfig, + _validate_location_level_items, + _validate_rating_items, + _validate_timeseries_items, +) def test_download_config_from_yaml(): @@ -37,6 +46,13 @@ def test_download_config_from_yaml(): assert offices[0].id == "SWT" assert offices[1].id == "FWR" + swt_office_properties = list(offices[0].properties()) + assert len(swt_office_properties) == 2 + assert swt_office_properties[0].category_id == "REGI" + assert swt_office_properties[0].id == "SWT.GLOBAL.PROPERTY" + assert swt_office_properties[1].category_id == "REGI" + assert swt_office_properties[1].all_in_category is True + swt_projects = list(offices[0].projects()) assert len(swt_projects) == 2 assert swt_projects[0].id == "EUFA" @@ -57,6 +73,32 @@ def test_download_config_from_yaml(): assert eufa_timeseries[0].id == "EUFA.Elev.Inst.1Hour.0.Ccp-Rev" assert eufa_timeseries[1].id == "EUFA.Flow.Inst.1Hour.0.Ccp-Rev" + eufa_clobs = list(swt_projects[0].clobs()) + assert len(eufa_clobs) == 1 + assert eufa_clobs[0].id == "SWT.EUFA.PROJECT.NOTES" + + eufa_levels = list(swt_projects[0].location_levels()) + assert len(eufa_levels) == 1 + assert eufa_levels[0].id == "EUFA-Dam.Elev.Inst.0.Top of Flood" + assert eufa_levels[0].period_of_record is True + + eufa_ratings = list(swt_projects[0].ratings()) + assert len(eufa_ratings) == 1 + assert eufa_ratings[0].id == "EUFA.Stage;Flow.Standard.Production" + assert eufa_ratings[0].period_of_record is True + + eufa_properties = list(swt_projects[0].properties()) + assert len(eufa_properties) == 2 + assert eufa_properties[0].category_id == "REGI" + assert eufa_properties[0].id == "EUFA.ETL.FLAG" + assert eufa_properties[1].category_id == "REGI" + assert eufa_properties[1].id == "EUFA.ETL.ENABLED" + + bend_properties = list(swt_projects[1].properties()) + assert len(bend_properties) == 1 + assert bend_properties[0].category_id == "REGI" + assert bend_properties[0].all_in_category is True + def test_download_config_requires_offices(tmp_path): config_file = tmp_path / "invalid.yml" @@ -65,3 +107,86 @@ def test_download_config_requires_offices(tmp_path): with pytest.raises(ValueError, match="Offices must be a list"): DownloadConfig.from_yaml(config_file) + +def test_timeseries_config_from_dict_with_literal_id(): + timeseries = TimeseriesConfig.from_dict({"id": "EUFA.Elev.Inst.1Hour.0.Ccp-Rev"}) + + assert timeseries.id == "EUFA.Elev.Inst.1Hour.0.Ccp-Rev" + + +def test_timeseries_config_requires_an_id(): + with pytest.raises(KeyError): + TimeseriesConfig.from_dict({"por": True}) + + +def test_validate_timeseries_items_requires_id(): + with pytest.raises(ValueError, match="must have an id"): + _validate_timeseries_items("SWT", "EUFA", [{}]) + + +def test_validate_timeseries_items_accepts_literal_id(): + _validate_timeseries_items("SWT", "EUFA", [{"id": "EUFA.Elev.Inst.1Hour.0.Ccp-Rev"}]) + + +def test_validate_timeseries_items_rejects_source_block(): + with pytest.raises(ValueError, match="must have an id"): + _validate_timeseries_items( + "SWT", "EUFA", [{"source": {"type": "property", "categoryId": "REGI", "id": "X"}}] + ) + + +def test_rating_config_from_dict_with_literal_id(): + rating = RatingConfig.from_dict({"id": "EUFA.Stage;Flow.Standard.Production", "por": True}) + + assert rating.id == "EUFA.Stage;Flow.Standard.Production" + assert rating.period_of_record is True + + +def test_validate_rating_items_requires_id(): + with pytest.raises(ValueError, match="must have an id"): + _validate_rating_items("SWT", "EUFA", [{}]) + + +def test_validate_rating_items_accepts_literal_id(): + _validate_rating_items("SWT", "EUFA", [{"id": "EUFA.Stage;Flow.Standard.Production"}]) + + +def test_location_level_config_from_dict_with_literal_id(): + level = LocationLevelConfig.from_dict({"id": "EUFA-Dam.Elev.Inst.0.Top of Flood", "por": True}) + + assert level.id == "EUFA-Dam.Elev.Inst.0.Top of Flood" + assert level.period_of_record is True + + +def test_validate_location_level_items_requires_id(): + with pytest.raises(ValueError, match="must have an id"): + _validate_location_level_items("SWT", "EUFA", [{}]) + + +def test_validate_location_level_items_accepts_literal_id(): + _validate_location_level_items("SWT", "EUFA", [{"id": "EUFA-Dam.Elev.Inst.0.Top of Flood"}]) + + +def test_office_with_no_projects_key_has_no_projects(): + office = OfficeConfig.from_dict({"id": "SWL"}) + + assert list(office.projects()) == [] + + +def test_office_projects_is_a_plain_list(): + office = OfficeConfig.from_dict( + {"id": "SWT", "projects": [{"id": "EUFA"}, {"id": "BEND", "enabled": False}]} + ) + + assert [project.id for project in office.projects()] == ["EUFA"] + assert [project.id for project in office.projects(enabled_only=False)] == ["EUFA", "BEND"] + + +def test_download_config_rejects_non_list_projects(tmp_path): + config_file = tmp_path / "invalid.yml" + config_file.write_text( + "version: 1\noffices:\n - id: SWT\n projects:\n list: []\n", encoding="utf-8" + ) + + with pytest.raises(ValueError, match="Projects must be a list"): + DownloadConfig.from_yaml(config_file) diff --git a/cda-etl/tests/cda_etl/test_cwms_compat.py b/cda-etl/tests/cda_etl/test_cwms_compat.py new file mode 100644 index 000000000..20585a68f --- /dev/null +++ b/cda-etl/tests/cda_etl/test_cwms_compat.py @@ -0,0 +1,215 @@ +# MIT License +# Copyright (c) 2026 Hydrologic Engineering Center +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: +# The above copyright notice and this permission notice shall be included in all +# copies or substantial portions of the Software. +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +# SOFTWARE. +import logging + +import pytest +import requests + +import cwms +import cwms.timeseries.timeseries as cwms_ts +import utils.cwms_compat as cwms_compat + + +def _api_error(status_code: int, body: str = "") -> "cwms.api.ApiError": + response = requests.Response() + response.status_code = status_code + response.reason = "Not Found" if status_code == 404 else "Internal Server Error" + response.url = "https://cda.test/cwms-data/timeseries?name=X" + response._content = body.encode() + + return cwms.api.ApiError(response) + + +@pytest.fixture +def patched(monkeypatch): + """ + Applies the shim against a restored copy of the original function, so the + real module is left as it was afterwards. + """ + monkeypatch.setattr(cwms_ts, "_call_with_retry", cwms_ts._call_with_retry) + cwms_compat._reset_for_tests() + assert cwms_compat.disable_retry_on_missing_data() is True + yield cwms_ts._call_with_retry + cwms_compat._reset_for_tests() + + +def test_a_404_is_not_retried(patched): + """ + cwms-python's own loop catches bare Exception and retries six times with + backoff. A 404 will still be 404 on the sixth attempt. + """ + calls = [] + + def fn(): + calls.append(1) + raise _api_error(404, '{"message":"Not found."}') + + with pytest.raises(cwms.api.ApiError): + patched(fn) + + assert len(calls) == 1 + + +def test_a_chunked_404_message_is_not_retried(patched): + """The chunked path loses the exception type, leaving only text.""" + calls = [] + + def fn(): + calls.append(1) + raise RuntimeError( + "CWMS API Error (https://cda.test/timeseries). " + 'May be the result of an empty query. {"message":"Not found."}' + ) + + with pytest.raises(RuntimeError): + patched(fn) + + assert len(calls) == 1 + + +def test_a_500_is_still_retried(patched, caplog): + """ + The retry exists because CDA returns transient 500s from connection-pool + exhaustion that succeed on a later attempt, so that must keep working. + """ + caplog.set_level(logging.WARNING) + calls = [] + + def fn(): + calls.append(1) + raise _api_error(500, '{"message":"Database Error"}') + + with pytest.raises(cwms.api.ApiError): + patched(fn) + + assert len(calls) == cwms_ts._CHUNK_ATTEMPTS + + # One line per chunk, not two per attempt. The per-attempt detail is DEBUG; + # what survives at WARNING is the outcome, and the attempt count and elapsed + # backoff - which is the part the caller's own error report does not have. + warnings = [r.getMessage() for r in caplog.records if r.levelno == logging.WARNING] + + assert len(warnings) == 1 + + +def test_per_attempt_detail_is_debug_only(patched, caplog): + """ + Six attempts previously meant twelve lines: an ERROR from cwms.api about the + status code and a WARNING here, per attempt. + """ + caplog.set_level(logging.DEBUG) + + def fn(): + raise _api_error(500, '{"message":"Database Error"}') + + with pytest.raises(cwms.api.ApiError): + patched(fn) + + attempts = [r for r in caplog.records if "Chunk attempt" in r.getMessage()] + + assert len(attempts) == cwms_ts._CHUNK_ATTEMPTS + assert {r.levelno for r in attempts} == {logging.DEBUG} + + +def test_a_recovered_chunk_is_reported_once_and_is_not_an_error(patched, caplog): + """ + A chunk that fails twice and then succeeds is not a failure - but a source + needing three tries is worth knowing about, and staying silent made a slow run + look inexplicable. + """ + caplog.set_level(logging.DEBUG) + calls = [] + + def fn(): + calls.append(1) + if len(calls) < 3: + raise _api_error(500, '{"message":"Database Error","incidentIdentifier":"a1c588a8-bd94"}') + return "data" + + assert patched(fn) == "data" + + warnings = [r.getMessage() for r in caplog.records if r.levelno == logging.WARNING] + + assert len(warnings) == 1 + assert not [r for r in caplog.records if r.levelno >= logging.ERROR] + + +def test_the_retry_line_does_not_leak_the_raw_encoded_url(patched, caplog): + """ + The percent-encoded query string was ~200 characters of unreadable diagnostics + on a line that repeated twice per attempt. The id and the window are reported + in place of it. + """ + caplog.set_level(logging.WARNING) + url = ( + "https://cwms-data-test.cwbi.us/cwms-data/timeseries?office=SWT" + "&name=EUFA.Dir-Wind+Alt.Inst.1Hour.0.Ccp-Rev&unit=EN" + "&begin=2026-07-27T00%3A00%3A00%2B00%3A00" + "&end=2026-08-03T10%3A47%3A04.197489%2B00%3A00&page-size=300000&trim=True" + ) + calls = [] + + def fn(): + calls.append(1) + if len(calls) < 2: + raise RuntimeError(f'CWMS API Error ({url}). {{"message":"System Error"}}') + return "data" + + patched(fn) + + message = next(r.getMessage() for r in caplog.records if r.levelno == logging.WARNING) + + assert "%3A" not in message + assert "page-size" not in message + + +def test_a_transient_500_still_recovers(patched): + calls = [] + + def fn(): + calls.append(1) + if len(calls) < 3: + raise _api_error(500, '{"message":"Database Error"}') + return "recovered" + + assert patched(fn) == "recovered" + assert len(calls) == 3 + + +def test_a_success_is_returned_immediately(patched): + assert patched(lambda: "value") == "value" + + +def test_patching_is_idempotent(patched): + first = cwms_ts._call_with_retry + + assert cwms_compat.disable_retry_on_missing_data() is True + assert cwms_ts._call_with_retry is first + + +def test_declines_to_patch_if_the_library_shape_changed(monkeypatch): + """ + This reaches into a library private, so an upgrade should degrade to the old + behaviour with a warning rather than crash the run. + """ + monkeypatch.delattr(cwms_ts, "_CHUNK_ATTEMPTS") + cwms_compat._reset_for_tests() + + assert cwms_compat.disable_retry_on_missing_data() is False + + cwms_compat._reset_for_tests() diff --git a/cda-etl/tests/cda_etl/test_filesystem_store.py b/cda-etl/tests/cda_etl/test_filesystem_store.py index 030472c63..4c1e739b7 100644 --- a/cda-etl/tests/cda_etl/test_filesystem_store.py +++ b/cda-etl/tests/cda_etl/test_filesystem_store.py @@ -45,3 +45,101 @@ def test_write_json_uses_timeseries_id_filename(tmp_path): assert expected_path.exists() assert expected_path.read_text(encoding="utf-8") == "{\n \"value\": 2\n}" + +def test_list_json_stems_returns_sorted_stems(tmp_path): + filesystem_store.set_storage_root(tmp_path) + + filesystem_store.write_json({"value": 1}, "SWT", "Properties", "REGI", "B") + filesystem_store.write_json({"value": 2}, "SWT", "Properties", "REGI", "A") + + assert filesystem_store.list_json_stems("SWT", "Properties", "REGI") == ["A", "B"] + + +def test_list_json_stems_returns_empty_for_missing_directory(tmp_path): + filesystem_store.set_storage_root(tmp_path) + + assert filesystem_store.list_json_stems("SWT", "Properties", "REGI") == [] + + + +def test_illegal_filename_characters_are_encoded(tmp_path): + """ + REGI property names contain "?", which NTFS forbids in a filename - writing + Regi_project_INPUT.Elev_Area.?GLOBAL? failed with [Errno 22] on Windows + while working fine on Linux, so it only appeared outside the container. + """ + filesystem_store.set_storage_root(tmp_path) + + filesystem_store.write_json( + {"value": "x"}, "SWT", "Properties", "LOCATION RATING ASSOCIATION", + "Regi_project_INPUT.Elev_Area.?GLOBAL?", + ) + + written = list((tmp_path / "SWT" / "Properties" / "LOCATION RATING ASSOCIATION").iterdir()) + assert [p.name for p in written] == ["Regi_project_INPUT.Elev_Area.%3FGLOBAL%3F.json"] + assert "?" not in written[0].name + + +def test_encoded_names_round_trip_through_read(tmp_path): + filesystem_store.set_storage_root(tmp_path) + name = "Regi_project_INPUT.Elev_Area.?GLOBAL?" + + filesystem_store.write_json({"value": "x"}, "SWT", "Props", name) + + assert filesystem_store.read_json("SWT", "Props", name) == {"value": "x"} + + +def test_list_json_stems_returns_decoded_names(tmp_path): + """ + Stems are fed straight back into read_json and sent to CDA as property ids, + so they must be the true names, not the on-disk encoding. + """ + filesystem_store.set_storage_root(tmp_path) + name = "Regi_project_INPUT.Elev_Area.?GLOBAL?" + filesystem_store.write_json({"value": "x"}, "SWT", "Props", name) + + assert filesystem_store.list_json_stems("SWT", "Props") == [name] + + +def test_a_listed_stem_can_be_read_back(tmp_path): + filesystem_store.set_storage_root(tmp_path) + filesystem_store.write_json({"v": 1}, "SWT", "Props", "Regi.Elev_Area.?GLOBAL?") + + (stem,) = filesystem_store.list_json_stems("SWT", "Props") + + assert filesystem_store.read_json("SWT", "Props", stem) == {"v": 1} + + +def test_a_literal_percent_in_a_name_does_not_collide(tmp_path): + """ + "%" is escaped as well, or a real "%3F" in an id would decode back to "?" + and land on the same file as a genuine "?". + """ + filesystem_store.set_storage_root(tmp_path) + + filesystem_store.write_json({"which": "percent"}, "SWT", "Props", "Odd.%3FGLOBAL%3F") + filesystem_store.write_json({"which": "question"}, "SWT", "Props", "Odd.?GLOBAL?") + + assert filesystem_store.read_json("SWT", "Props", "Odd.%3FGLOBAL%3F") == {"which": "percent"} + assert filesystem_store.read_json("SWT", "Props", "Odd.?GLOBAL?") == {"which": "question"} + assert sorted(filesystem_store.list_json_stems("SWT", "Props")) == [ + "Odd.%3FGLOBAL%3F", "Odd.?GLOBAL?", + ] + + +def test_ordinary_names_are_untouched(tmp_path): + filesystem_store.set_storage_root(tmp_path) + + filesystem_store.write_json({}, "SWT", "Timeseries", "EUFA.Elev.Inst.1Hour.0.Ccp-Rev") + + path = tmp_path / "SWT" / "Timeseries" / "EUFA.Elev.Inst.1Hour.0.Ccp-Rev.json" + assert path.exists() + + +def test_rating_semicolons_survive(tmp_path): + """";" is legal on NTFS and appears in every rating id.""" + filesystem_store.set_storage_root(tmp_path) + + filesystem_store.write_json({}, "SWT", "Ratings", "EUFA.Elev;Area.Linear.Production") + + assert filesystem_store.read_json("SWT", "Ratings", "EUFA.Elev;Area.Linear.Production") == {} diff --git a/cda-etl/tests/cda_etl/test_location.py b/cda-etl/tests/cda_etl/test_location.py index 82eae8914..41650e40e 100644 --- a/cda-etl/tests/cda_etl/test_location.py +++ b/cda-etl/tests/cda_etl/test_location.py @@ -15,6 +15,7 @@ # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE # SOFTWARE. +from unittest.mock import ANY from unittest.mock import MagicMock import location @@ -26,7 +27,7 @@ def test_stage_locations(mocker): location.stage_locations("SWT", locations) - mock_execute.assert_called_once_with(location._download_one_location, [["SWT", "TestLoc"]]) + mock_execute.assert_called_once_with(location._download_one_location, [["SWT", "TestLoc"]], label=ANY, tally=ANY) def test_publish_staged_locations(mocker): @@ -35,7 +36,7 @@ def test_publish_staged_locations(mocker): location.publish_staged_locations("SWT", locations) - mock_execute.assert_called_once_with(location._upload_one_location, [["SWT", "TestLoc"]]) + mock_execute.assert_called_once_with(location._upload_one_location, [["SWT", "TestLoc"]], label=ANY, tally=ANY) def test_retrieve_one_location_invalid_format(mocker): mock_warning = mocker.patch.object(location.logger, "warning") diff --git a/cda-etl/tests/cda_etl/test_location_level.py b/cda-etl/tests/cda_etl/test_location_level.py new file mode 100644 index 000000000..a8bffadac --- /dev/null +++ b/cda-etl/tests/cda_etl/test_location_level.py @@ -0,0 +1,150 @@ +# MIT License +# Copyright (c) 2026 Hydrologic Engineering Center +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: +# The above copyright notice and this permission notice shall be included in all +# copies or substantial portions of the Software. +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +# SOFTWARE. +from unittest.mock import MagicMock + +import pytest + +import cwms +import location_level +from config import LocationLevelConfig + + +def test_stage_location_levels_por(mocker): + mock_execute = mocker.patch("utils.threading_util.execute_tasks") + levels = [LocationLevelConfig(id="EUFA-Dam.Elev.Inst.0.Top of Flood", enabled=True, raw={"por": True})] + + location_level.stage_location_levels("SWT", levels, "2026-01-01", "2026-01-02") + + assert mock_execute.call_count == 1 + assert mock_execute.call_args_list[0].args[0] == location_level._download_one_location_level + work_item = mock_execute.call_args_list[0].args[1][0] + assert work_item[4] is True + + +def test_stage_location_levels_windowed(mocker): + mock_execute = mocker.patch("utils.threading_util.execute_tasks") + levels = [LocationLevelConfig(id="EUFA-Dam.Elev.Inst.0.Top of Flood", enabled=True, raw={"por": False})] + + location_level.stage_location_levels("SWT", levels, "2026-01-01", "2026-01-02") + + assert mock_execute.call_count == 1 + work_item = mock_execute.call_args_list[0].args[1][0] + assert work_item[4] is False + assert work_item[2] is not None + assert work_item[3] is not None + + +def test_location_level_config_requires_a_literal_id(): + with pytest.raises(KeyError): + LocationLevelConfig.from_dict({"por": True}) + + +def test_download_one_location_level_por(mocker): + mock_write_json = mocker.patch("utils.filesystem_store.write_json") + mock_get_levels = mocker.patch("cwms.get_location_levels") + + mock_response = MagicMock() + mock_response.json = {"levels": [{"id": "x"}]} + mock_get_levels.return_value = mock_response + + location_level._download_one_location_level(["SWT", "EUFA-Dam.Elev.Inst.0.Top of Flood", None, None, True]) + + mock_get_levels.assert_called_once_with( + level_id_mask="EUFA-Dam.Elev.Inst.0.Top of Flood", + office_id="SWT", + ) + mock_write_json.assert_called_once_with( + {"levels": [{"id": "x"}]}, + "SWT", + "LocationLevels", + "EUFA-Dam.Elev.Inst.0.Top of Flood.por", + ) + + +def test_upload_one_location_level(mocker): + mock_store_level = mocker.patch("cwms.store_location_level") + mocker.patch("utils.filesystem_store.read_json", return_value={"levels": [{"id": "a"}, {"id": "b"}]}) + + location_level._upload_one_location_level(["SWT", "EUFA-Dam.Elev.Inst.0.Top of Flood", None, None, True]) + + assert mock_store_level.call_count == 2 + + +def _api_error(status_code: int, body: str = ""): + import requests + + response = requests.Response() + response.status_code = status_code + response.reason = "Not Found" if status_code == 404 else "Internal Server Error" + response.url = "https://cda.test/cwms-data/x" + response._content = body.encode() + + return cwms.api.ApiError(response) + + +def test_missing_location_level_is_not_a_failure(mocker, caplog): + """ + Same reasoning as ratings: a resolved level id with no values for this + project is expected, not a fault. + """ + import logging + caplog.set_level(logging.DEBUG) + mocker.patch("cwms.get_location_levels", side_effect=_api_error(404, '{"message":"Not found."}')) + mock_write = mocker.patch("utils.filesystem_store.write_json") + + begin = location_level._parse_timestamp("2026-07-01", "start") + end = location_level._parse_timestamp("2026-07-15", "end") + + location_level._download_one_location_level( + ["SWT", "EUFA-Dam.Evap-PanCoef.Const.0.Pan Coefficient", begin, end, False] + ) + + mock_write.assert_not_called() + + +def test_missing_por_location_level_is_not_a_failure(mocker, caplog): + import logging + caplog.set_level(logging.DEBUG) + mocker.patch("cwms.get_location_levels", side_effect=_api_error(404, '{"message":"Not found."}')) + mock_write = mocker.patch("utils.filesystem_store.write_json") + + location_level._download_one_location_level( + ["SWT", "EUFA-Dam.Elev.Inst.0.Top of Flood", None, None, True] + ) + + mock_write.assert_not_called() + + +def test_location_level_server_errors_still_propagate(mocker): + mocker.patch("cwms.get_location_levels", side_effect=_api_error(500, '{"message":"Database Error"}')) + mocker.patch("utils.filesystem_store.write_json") + + with pytest.raises(cwms.api.ApiError): + location_level._download_one_location_level( + ["SWT", "EUFA-Dam.Elev.Inst.0.Top of Flood", None, None, True] + ) + + +def test_nothing_configured_is_not_a_warning(caplog): + import logging + caplog.set_level(logging.DEBUG) + + location_level.stage_location_levels("SWT", [], "2026-06-01", "2026-08-03") + location_level.publish_staged_location_levels("SWT", [], "2026-06-01", "2026-08-03") + + assert not [r for r in caplog.records if r.levelno >= logging.WARNING] diff --git a/cda-etl/tests/cda_etl/test_log_util.py b/cda-etl/tests/cda_etl/test_log_util.py new file mode 100644 index 000000000..ce1d5ae7a --- /dev/null +++ b/cda-etl/tests/cda_etl/test_log_util.py @@ -0,0 +1,773 @@ +# MIT License +# Copyright (c) 2026 Hydrologic Engineering Center +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: +# The above copyright notice and this permission notice shall be included in all +# copies or substantial portions of the Software. +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +# SOFTWARE. +import logging +import threading +from datetime import datetime + +import pytest + +import utils.log_util as log_util + + +def test_plural_does_not_spell_out_the_alternatives(): + """ + The log used to read "3 global propert(y/ies)" and "1 propert(y/ies)", on the + most-read lines in it. + """ + assert log_util.plural(1, "property") == "1 property" + assert log_util.plural(3, "property") == "3 properties" + assert log_util.plural(0, "property") == "0 properties" + assert "(" not in log_util.plural(2, "property") + + +def test_plural_leaves_an_already_plural_noun_alone(): + assert log_util.plural(37, "timeseries") == "37 timeseries" + assert log_util.plural(1, "timeseries") == "1 timeseries" + + +def test_plural_inflects_the_last_word_of_a_compound_noun(): + assert log_util.plural(3, "property category") == "3 property categories" + assert log_util.plural(1, "property category") == "1 property category" + assert log_util.plural(2, "location level") == "2 location levels" + + +def test_display_drops_microseconds_and_the_offset(): + """ + An end time of "now" is datetime.now(), and its microseconds were reaching the + log as "2026-08-03 10:47:04.197293+00:00". + """ + rendered = log_util.display(datetime(2026, 8, 3, 10, 47, 4, 197293)) + + assert rendered == "2026-08-03 10:47" + + +def test_window_reads_as_one_span(): + span = log_util.window(datetime(2026, 6, 1), datetime(2026, 8, 3, 10, 47)) + + assert span == "2026-06-01 00:00 to 2026-08-03 10:47" + + +def test_display_passes_through_a_configured_string(): + # start_time and end_time arrive from config as strings, including "now". + assert log_util.window("2026-06-01", "now") == "2026-06-01 to now" + + +@pytest.mark.parametrize( + "seconds, expected", + [(0.4, "400ms"), (1.0, "1.0s"), (41.23, "41.2s"), (95, "1m35s"), (3600, "60m00s")], +) +def test_duration_is_readable_at_every_scale(seconds, expected): + assert log_util.duration(seconds) == expected + + +def test_everything_rendered_is_ascii(): + """ + This output is normally read in a PowerShell console, where the code page is + often cp1252 or cp437 and an arrow or an em dash raises UnicodeEncodeError from + the handler - the log would fail on the character it used to be pretty. + """ + samples = [ + log_util.window(datetime(2026, 6, 1), datetime(2026, 8, 3)), + log_util.plural(3, "property"), + log_util.duration(95) + ] + + for sample in samples: + sample.encode("cp1252") + assert sample.isascii() + + +def test_dedupe_preserves_order_and_reports_the_duplicates(): + unique, duplicates = log_util.dedupe(["a", "b", "a", "c", "b"]) + + assert unique == ["a", "b", "c"] + assert duplicates == ["a", "b"] + + +def test_dedupe_uses_the_key(): + items = [["SWT", "A", 1], ["SWT", "A", 1], ["SWT", "A", 2]] + + unique, duplicates = log_util.dedupe(items, key=lambda item: (item[1], item[2])) + + assert unique == [["SWT", "A", 1], ["SWT", "A", 2]] + assert duplicates == [["SWT", "A", 1]] + + +def test_a_tally_counts_by_reason_and_keeps_the_labels(): + tally = log_util.Tally() + tally.record("with no values in the window", "EUFA.Opening.Inst.0.0.MANUAL") + tally.record("with no values in the window", "EUFA.Evap-Pan.Total.1Day.0.wcds-obs") + tally.record("not found in the source", "EUFA.Absent.Inst.1Hour.0.Raw") + + assert tally.count() == 3 + assert tally.count("with no values in the window") == 2 + assert tally.labels("not found in the source") == ["EUFA.Absent.Inst.1Hour.0.Raw"] + assert tally.count("something else entirely") == 0 + + +def test_a_tally_describes_itself_in_one_clause_per_reason(): + tally = log_util.Tally() + for index in range(15): + tally.record("with no values in the window", f"ID{index}") + tally.record("not found in the source", "ID99") + + assert tally.describe() == "15 with no values in the window, 1 not found in the source" + + +def test_a_reason_reads_correctly_at_any_count(): + """ + The reasons are noun phrases for this reason: "1 were not found in the source" + only agreed at one count. + """ + import clob + import location_level + import rating + import timeseries + + reasons = [ + log_util.NOTHING_STAGED, + timeseries._NOT_FOUND, timeseries._EMPTY_WINDOW, timeseries._STAGED_EMPTY, + clob._NO_VALUE, clob._STAGED_NO_VALUE, + location_level._NO_VALUES, location_level._NO_RECORDS, + rating._NO_CURVE, rating._NO_CURVE_INFERRED, + ] + + for reason in reasons: + assert not reason.startswith(("were ", "had ", "held ", "was ")), reason + + +def test_an_empty_tally_describes_nothing(): + assert log_util.Tally().describe() == "" + + +def test_a_tally_is_safe_across_threads(): + """ + The items in a batch run concurrently on the shared executor, and each records + its own outcome from its own thread. + """ + tally = log_util.Tally() + barrier = threading.Barrier(8) + + def record(index): + barrier.wait() + for step in range(50): + tally.record("with no values in the window", f"ID{index}-{step}") + + threads = [threading.Thread(target=record, args=(index,)) for index in range(8)] + for thread in threads: + thread.start() + for thread in threads: + thread.join() + + assert tally.count("with no values in the window") == 400 + + +def test_outcome_replaces_completed_with_an_account_of_the_batch(caplog): + """ + "Completed staging timeseries data for office SWT" reported only that the code + reached the end of the function. + """ + caplog.set_level(logging.INFO) + tally = log_util.Tally() + for index in range(15): + tally.record("with no values in the window", f"ID{index}") + + log_util.outcome( + logging.getLogger("timeseries"), + action="Staged", + noun="timeseries", + total=37, + tally=tally, + office_id="SWT", + elapsed=41.23, + ) + + assert ( + "Staged 22 of 37 timeseries for SWT in 41.2s (15 with no values in the window)" + in caplog.text + ) + + +def test_outcome_is_info_and_terse_when_nothing_was_notable(caplog): + caplog.set_level(logging.DEBUG) + + log_util.outcome( + logging.getLogger("clob"), + action="Staged", + noun="clob", + total=1, + tally=log_util.Tally(), + office_id="SWT", + ) + + assert [r.levelno for r in caplog.records] == [logging.INFO] + assert "Staged 1 of 1 clob for SWT" in caplog.text + assert "(" not in caplog.text + + +def test_outcome_rises_to_warning_and_advises_when_items_had_nothing_staged(caplog): + caplog.set_level(logging.INFO) + tally = log_util.Tally() + for index in range(15): + tally.record(log_util.NOTHING_STAGED, f"ID{index}") + + log_util.outcome( + logging.getLogger("timeseries"), + action="Published", + noun="timeseries", + total=37, + tally=tally, + office_id="SWT", + ) + + record = caplog.records[0] + + assert record.levelno == logging.WARNING + assert "Published 22 of 37 timeseries for SWT (15 with nothing staged)" in record.getMessage() + assert "run the extract phase" in record.getMessage() + + +def test_the_ids_behind_the_counts_are_available_at_debug(caplog): + """ + "Which ones?" stays answerable without spending an INFO line on each answer. + """ + caplog.set_level(logging.DEBUG) + tally = log_util.Tally() + tally.record("with no values in the window", "EUFA.Opening.Inst.0.0.MANUAL") + tally.record("with no values in the window", "EUFA.Count-Lockages.Total.~1Day.1Day.Rev-Manual") + + log_util.outcome( + logging.getLogger("timeseries"), + action="Staged", + noun="timeseries", + total=2, + tally=tally, + office_id="SWT", + ) + + detail = next(r for r in caplog.records if r.levelno == logging.DEBUG) + + assert "EUFA.Opening.Inst.0.0.MANUAL" in detail.getMessage() + assert "EUFA.Count-Lockages.Total.~1Day.1Day.Rev-Manual" in detail.getMessage() + + +def test_the_ids_are_not_logged_at_info(caplog): + caplog.set_level(logging.INFO) + tally = log_util.Tally() + tally.record("with no values in the window", "EUFA.Opening.Inst.0.0.MANUAL") + + log_util.outcome( + logging.getLogger("timeseries"), + action="Staged", + noun="timeseries", + total=1, + tally=tally, + office_id="SWT", + ) + + assert "EUFA.Opening.Inst.0.0.MANUAL" not in caplog.text + + +def test_a_phase_banners_its_start_and_reports_its_duration(caplog): + """ + The only marker between extract and load used to be a single line that looked + like every other line. + """ + caplog.set_level(logging.INFO) + + with log_util.phase(log_util.EXTRACT, endpoint="https://cda.test/cwms-data/", detail="1 office"): + pass + + banner, summary = [r.getMessage() for r in caplog.records] + + assert "EXTRACT - https://cda.test/cwms-data/" in banner + assert "1 office" in banner + assert "=" * 78 in banner + assert "EXTRACT complete in" in summary + + +def test_the_banner_is_one_record_so_threads_cannot_split_it(caplog): + caplog.set_level(logging.INFO) + + with log_util.phase(log_util.LOAD, endpoint="http://localhost:7010/cwms-data/"): + pass + + banner = caplog.records[0].getMessage() + + assert len(banner.splitlines()) > 1 + + +def test_the_phase_is_restored_when_nesting(): + with log_util.phase(log_util.EXTRACT): + assert log_util.current_phase() == log_util.EXTRACT + + with log_util.phase(log_util.LOAD): + assert log_util.current_phase() == log_util.LOAD + + assert log_util.current_phase() == log_util.EXTRACT + + assert log_util.current_phase() is None + + +def test_the_phase_is_restored_even_if_the_body_raises(): + with pytest.raises(RuntimeError): + with log_util.phase(log_util.EXTRACT): + raise RuntimeError("boom") + + assert log_util.current_phase() is None + + +def test_the_direction_names_the_endpoint_each_phase_talks_to(): + """ + A status code or a retry count does not say which endpoint it happened + against, and that decides where a reader looks next. + """ + with log_util.phase(log_util.EXTRACT): + assert log_util.direction() == "EXTRACT (reading from the source)" + + with log_util.phase(log_util.LOAD): + assert log_util.direction() == "LOAD (writing to the destination)" + + +def test_the_direction_outside_a_phase_claims_nothing(): + assert log_util.direction() == log_util.UNKNOWN_DIRECTION + assert "unknown phase" in log_util.direction() + + +def test_an_unrecognized_phase_still_renders_rather_than_raising(): + """ + The callers are a log filter and the retry reporter, so a KeyError here + would surface as a failure on the way to reporting something else - the same + trap the formatter's phase default exists to avoid. + """ + with log_util.phase("VERIFY"): + assert log_util.direction() == "VERIFY" + + +def test_installing_the_phase_tag_twice_does_not_grow_the_factory_chain(): + log_util.install_phase_tag() + once = logging.getLogRecordFactory() + + log_util.install_phase_tag() + + assert logging.getLogRecordFactory() is once + + +def test_the_debug_format_carries_the_thread_name(): + """ + Interleaved lines from several workers with no way to follow one was the other + half of the missing-timestamps problem. + """ + assert "threadName" in log_util.formatter(logging.DEBUG)._fmt + assert "threadName" not in log_util.formatter(logging.INFO)._fmt + + +def test_every_format_carries_a_timestamp_and_the_phase(): + for level in (logging.DEBUG, logging.INFO): + fmt = log_util.formatter(level)._fmt + + assert "asctime" in fmt + assert "phase" in fmt + assert "levelname" in fmt + + +@pytest.mark.parametrize( + "raw, expected", + [ + ("2026-07-27T00%3A00%3A00%2B00%3A00", "2026-07-27 00:00"), + ("2026-08-03 11:48:37.148135", "2026-08-03 11:48"), + ("2026-08-03T10:47:04.197363+00:00", "2026-08-03 10:47"), + ("now", "now"), + ], +) +def test_shorten_timestamp_normalises_whatever_the_library_hands_over(raw, expected): + """ + cwms-python's messages and URLs carry their own renderings, and those strings + are all the filter and the retry reporter have to work from. + """ + assert log_util.shorten_timestamp(raw) == expected + + +def _chunk_record() -> logging.LogRecord: + return logging.LogRecord( + name="root", level=logging.WARNING, pathname=__file__, lineno=1, + msg=("chunk attempt 1/6 failed: CWMS API Error " + "(https://cwms-data-test.cwbi.us/cwms-data/timeseries?office=SWT" + "&name=EUFA.Dir-Wind.Inst.1Hour.0.Ccp-Rev&page-size=300000&trim=True). " + '{"message":"Database Error"}'), + args=(), exc_info=None, + ) + + +def test_chunk_failure_reports_staging_not_upload(): + """ + cwms-python's chunk-retry warning comes from _call_with_retry, shared by its + fetch and store paths. Calling it an "upload" unconditionally sent people + looking at DEST_CDA_URL for a failed read from the source. + """ + log_filter = log_util.FriendlyCdaLogFilter() + record = _chunk_record() + + with log_util.phase(log_util.EXTRACT): + log_filter.filter(record) + message = record.getMessage() + + assert "reading from the source" in message + assert "upload" not in message.lower() + # The failing URL is still there to inspect. + assert "cwms-data-test.cwbi.us" in message + + +def test_chunk_failure_reports_publishing_when_writing(): + log_filter = log_util.FriendlyCdaLogFilter() + record = _chunk_record() + + with log_util.phase(log_util.LOAD): + log_filter.filter(record) + message = record.getMessage() + + assert "writing to the destination" in message + + +def test_chunk_failure_outside_a_phase_claims_no_direction(): + log_filter = log_util.FriendlyCdaLogFilter() + record = _chunk_record() + + log_filter.filter(record) + message = record.getMessage() + + assert "unknown phase" in message + assert "upload" not in message.lower() + + +def _fetch_failure_record(body: str) -> logging.LogRecord: + return logging.LogRecord( + name="root", level=logging.ERROR, pathname=__file__, lineno=1, + msg=("Failed to fetch data from 2026-07-01 00:00:00+00:00 to 2026-07-15 00:00:00+00:00: " + "CWMS API Error (https://cda.test/cwms-data/timeseries?name=EUFA.Count-Lockages" + f".Total.~1Day.1Day.Rev-Manual). {body}"), + args=(), exc_info=None, + ) + + +def test_no_data_fetch_failure_is_softened_to_debug(): + """ + cwms-python logs at ERROR before raising, so a 404 - "no values in this + window" - arrives reading like a fault. cda-etl treats that case as normal and + stages nothing, so the log should agree. + + DEBUG rather than INFO because one of these arrives per *chunk*: a 14-day + chunk over a two-month window meant five lines, out of order because the + chunks are threaded, above the one line from timeseries.py that said it + correctly. That was 60 lines in a 220-line run over a single project. + """ + log_filter = log_util.FriendlyCdaLogFilter() + record = _fetch_failure_record( + 'May be the result of an empty query. {"message":"Not found."}' + ) + root = logging.getLogger() + original_level = root.level + + try: + root.setLevel(logging.DEBUG) + assert log_filter.filter(record) is True + finally: + root.setLevel(original_level) + + assert record.levelno == logging.DEBUG + assert record.levelname == "DEBUG" + assert "nothing staged" in record.getMessage() + assert "Failed to fetch" not in record.getMessage() + + +def test_the_per_chunk_no_data_line_is_dropped_at_info(): + """ + The filter runs on the handlers, so callHandlers has already compared the + original ERROR level against the handler's - lowering levelno alone relabels + the line rather than silencing it. Dropping the record is what demotes it. + """ + log_filter = log_util.FriendlyCdaLogFilter() + root = logging.getLogger() + original_level = root.level + body = 'May be the result of an empty query. {"message":"Not found."}' + + try: + root.setLevel(logging.INFO) + assert log_filter.filter(_fetch_failure_record(body)) is False + + root.setLevel(logging.DEBUG) + assert log_filter.filter(_fetch_failure_record(body)) is True + finally: + root.setLevel(original_level) + + +def test_no_data_fetch_failure_keeps_the_name_and_window(): + log_filter = log_util.FriendlyCdaLogFilter() + record = _fetch_failure_record( + 'May be the result of an empty query. {"message":"Not found."}' + ) + + log_filter.filter(record) + message = record.getMessage() + + assert "EUFA.Count-Lockages.Total.~1Day.1Day.Rev-Manual" in message + assert "2026-07-01" in message + assert "2026-07-15" in message + + +def test_no_data_fetch_failure_drops_the_failure_diagnostics(): + """ + A missing timeseries is expected, and expected in bulk. The URL, incident + identifier and details object belong to a failure report, not to this. + """ + log_filter = log_util.FriendlyCdaLogFilter() + record = _fetch_failure_record( + 'May be the result of an empty query. ' + '{"message":"Not found.","incidentIdentifier":"7e7f618e","source":"Unknown","details":{}}' + ) + + log_filter.filter(record) + message = record.getMessage() + + assert "http" not in message + assert "incidentIdentifier" not in message + assert "CWMS API Error" not in message + assert "empty query" not in message + assert len(message.splitlines()) == 1 + + +def test_no_data_fetch_failure_without_a_parseable_window_still_reads_as_normal(): + log_filter = log_util.FriendlyCdaLogFilter() + record = logging.LogRecord( + name="root", level=logging.ERROR, pathname=__file__, lineno=1, + msg='Failed to fetch data. May be the result of an empty query.', + args=(), exc_info=None, + ) + root = logging.getLogger() + original_level = root.level + + try: + root.setLevel(logging.DEBUG) + log_filter.filter(record) + finally: + root.setLevel(original_level) + + assert record.levelno == logging.DEBUG + assert "nothing staged" in record.getMessage() + + +def test_a_real_fetch_failure_stays_an_error(): + log_filter = log_util.FriendlyCdaLogFilter() + record = _fetch_failure_record('{"message":"Database Error"}') + + log_filter.filter(record) + + assert record.levelno == logging.ERROR + assert "Failed to fetch data" in record.getMessage() + + +def _cda_error_record(status_code: int) -> logging.LogRecord: + """ + Mirrors cwms.api's logging.error(f"CDA Error: response={response}") - it + logs at ERROR on the root logger for any non-ok response, before raising. + """ + return logging.LogRecord( + name="root", level=logging.ERROR, pathname=__file__, lineno=1, + msg=f"CDA Error: response=", + args=(), exc_info=None, + ) + + +def test_a_404_cda_error_is_demoted_to_debug(): + """ + Not-found is a modelled outcome across cda-etl, and the caller already logs + what it decided. Leaving this at ERROR meant one not-found produced an INFO + line from the caller and an ERROR line from the library for one event. + """ + log_filter = log_util.FriendlyCdaLogFilter() + record = _cda_error_record(404) + + log_filter.filter(record) + + assert record.levelno == logging.DEBUG + assert record.levelname == "DEBUG" + assert "nothing found" in record.getMessage() + + +def test_a_404_cda_error_is_dropped_unless_debug_logging_is_on(): + """ + The filter is attached to the handlers, so callHandlers has already cleared + the record at its original ERROR level - lowering levelno alone would relabel + the line, not silence it. One event should produce one line. + """ + log_filter = log_util.FriendlyCdaLogFilter() + root = logging.getLogger() + original_level = root.level + + try: + root.setLevel(logging.INFO) + assert log_filter.filter(_cda_error_record(404)) is False + + root.setLevel(logging.DEBUG) + assert log_filter.filter(_cda_error_record(404)) is True + finally: + root.setLevel(original_level) + + +def test_a_500_during_a_ratings_request_is_dropped(): + """ + The ratings values endpoint answers 500 for a rating that does not exist, so + rating.py either warns that it inferred "absent" or re-raises. This line would + only repeat the event, louder than the verdict on it. + """ + import utils.cda_errors as cda_errors + log_filter = log_util.FriendlyCdaLogFilter() + record = _cda_error_record(500) + root = logging.getLogger() + original_level = root.level + + try: + root.setLevel(logging.INFO) + with cda_errors.ratings_request(): + emitted = log_filter.filter(record) + finally: + root.setLevel(original_level) + + assert emitted is False + assert record.levelno == logging.DEBUG + + +def test_a_500_outside_a_ratings_request_is_also_demoted(): + """ + This line is never the account of record for any status. The caller either + retries and reports the outcome (utils.cwms_compat._call_with_retry), or lets + the exception reach utils.threading_util, which logs an ERROR carrying the URL + and the server's own response. At ERROR it was a second, louder line about an + event that frequently succeeded on the next attempt. + """ + log_filter = log_util.FriendlyCdaLogFilter() + record = _cda_error_record(500) + root = logging.getLogger() + original_level = root.level + + try: + root.setLevel(logging.DEBUG) + assert log_filter.filter(record) is True + finally: + root.setLevel(original_level) + + assert record.levelno == logging.DEBUG + assert "500" in record.getMessage() + + +def test_the_demoted_cda_error_does_not_promise_a_next_line(): + """ + "See the next log line for endpoint and server details" is a promise the + logger cannot keep: chunks are fetched concurrently, so with max_threads > 1 + the next line belongs to another thread's request. + """ + log_filter = log_util.FriendlyCdaLogFilter() + record = _cda_error_record(500) + root = logging.getLogger() + original_level = root.level + + try: + root.setLevel(logging.DEBUG) + with log_util.phase(log_util.EXTRACT): + log_filter.filter(record) + finally: + root.setLevel(original_level) + + message = record.getMessage() + + assert "next log line" not in message + # It says which direction instead, which the status code alone cannot. + assert "reading from the source" in message + + +def test_a_library_record_is_renamed_off_the_root_logger(): + """ + cwms-python writes these to the root logger, so "ERROR:root:" was + indistinguishable from application output and could not be turned up or down + on its own. + """ + log_filter = log_util.FriendlyCdaLogFilter() + record = _cda_error_record(500) + root = logging.getLogger() + original_level = root.level + + try: + root.setLevel(logging.DEBUG) + log_filter.filter(record) + finally: + root.setLevel(original_level) + + assert record.name == "cwms" + + +def test_a_404_during_a_ratings_request_is_still_handled_as_not_found(): + import utils.cda_errors as cda_errors + log_filter = log_util.FriendlyCdaLogFilter() + record = _cda_error_record(404) + + with cda_errors.ratings_request(): + log_filter.filter(record) + + assert record.levelno == logging.DEBUG + assert "nothing found" in record.getMessage() + + +def test_every_cda_error_status_is_demoted_but_keeps_its_code(): + """ + Uniform, for the reason the 404 and ratings-500 branches already gave: the + caller reports the outcome. The status code has to survive, because it is what + the caller's report does not carry. + """ + log_filter = log_util.FriendlyCdaLogFilter() + root = logging.getLogger() + original_level = root.level + + try: + root.setLevel(logging.DEBUG) + for status_code in (400, 401, 500, 503): + record = _cda_error_record(status_code) + log_filter.filter(record) + + assert record.levelno == logging.DEBUG + assert str(status_code) in record.getMessage() + finally: + root.setLevel(original_level) + + +def test_an_unparseable_cda_error_is_still_reported(): + log_filter = log_util.FriendlyCdaLogFilter() + record = logging.LogRecord( + name="root", level=logging.ERROR, pathname=__file__, lineno=1, + msg="CDA Error: response=", args=(), exc_info=None, + ) + root = logging.getLogger() + original_level = root.level + + try: + root.setLevel(logging.DEBUG) + log_filter.filter(record) + finally: + root.setLevel(original_level) + + assert record.levelno == logging.DEBUG + assert "unknown" in record.getMessage() diff --git a/cda-etl/tests/cda_etl/test_main.py b/cda-etl/tests/cda_etl/test_main.py new file mode 100644 index 000000000..d30013480 --- /dev/null +++ b/cda-etl/tests/cda_etl/test_main.py @@ -0,0 +1,215 @@ +# MIT License +# Copyright (c) 2026 Hydrologic Engineering Center +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: +# The above copyright notice and this permission notice shall be included in all +# copies or substantial portions of the Software. +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +# SOFTWARE. +import main +from config import DownloadConfig, OfficeConfig, SettingsConfig + + +def _office() -> OfficeConfig: + """ + An office as cda-etl now sees one: a plain "projects:" list where every + item carries a literal id. + """ + return OfficeConfig.from_dict( + { + "id": "SWT", + "projects": [ + { + "id": "EUFA", + "timeseries": [ + {"id": "EUFA.Elev.Inst.1Hour.0.Ccp-Rev"}, + {"id": "EUFA.Opening.Inst.0.0.MANUAL"}, + ], + "ratings": [{"id": "EUFA.Stage;Flow.Standard.Production", "por": True}], + "locationLevels": [{"id": "EUFA-Dam.Elev.Inst.0.Top of Flood", "por": True}], + }, + {"id": "BEND"}, + ], + } + ) + + +def _config() -> DownloadConfig: + return DownloadConfig(version=1, settings=SettingsConfig.from_dict(None), raw={}) + + +def _patch_stage(mocker) -> dict: + mocks = { + "timeseries": mocker.patch("timeseries.stage_timeseries"), + "ratings": mocker.patch("rating.stage_ratings"), + "levels": mocker.patch("location_level.stage_location_levels"), + } + mocker.patch("location.stage_locations") + mocker.patch("project.stage_projects") + mocker.patch("clob.stage_clobs") + mocker.patch("property.stage_properties") + + return mocks + + +def test_stage_project_data_passes_project_items_through(mocker): + mocks = _patch_stage(mocker) + office = _office() + eufa = next(project for project in office.projects() if project.id == "EUFA") + + main._stage_project_data(eufa, _config()) + + ts_items = mocks["timeseries"].call_args.args[1] + assert [item.id for item in ts_items] == [ + "EUFA.Elev.Inst.1Hour.0.Ccp-Rev", + "EUFA.Opening.Inst.0.0.MANUAL", + ] + + rating_items = mocks["ratings"].call_args.args[1] + assert [item.id for item in rating_items] == ["EUFA.Stage;Flow.Standard.Production"] + + level_items = mocks["levels"].call_args.args[1] + assert [item.id for item in level_items] == ["EUFA-Dam.Elev.Inst.0.Top of Flood"] + + +def test_stage_project_data_handles_project_with_no_items(mocker): + mocks = _patch_stage(mocker) + office = _office() + bend = next(project for project in office.projects() if project.id == "BEND") + + main._stage_project_data(bend, _config()) + + assert mocks["timeseries"].call_args.args[1] == [] + assert mocks["ratings"].call_args.args[1] == [] + assert mocks["levels"].call_args.args[1] == [] + + +def test_stage_project_data_takes_no_office_config(mocker): + """ + Office-wide templates are gone from the pipeline; staging a project needs + only that project's own config. + """ + _patch_stage(mocker) + office = _office() + eufa = next(project for project in office.projects() if project.id == "EUFA") + + # Two positional arguments, not three. + main._stage_project_data(eufa, _config()) + + +def test_publish_project_data_passes_project_items_through(mocker): + mock_publish_ts = mocker.patch("timeseries.publish_staged_timeseries") + mocker.patch("rating.publish_staged_ratings") + mocker.patch("location_level.publish_staged_location_levels") + mocker.patch("location.publish_staged_locations") + mocker.patch("project.publish_staged_projects") + mocker.patch("clob.publish_staged_clobs") + mocker.patch("property.publish_staged_properties") + + office = _office() + eufa = next(project for project in office.projects() if project.id == "EUFA") + + main._publish_project_data(eufa, _config()) + + ts_items = mock_publish_ts.call_args.args[1] + assert [item.id for item in ts_items] == [ + "EUFA.Elev.Inst.1Hour.0.Ccp-Rev", + "EUFA.Opening.Inst.0.0.MANUAL", + ] + + +def test_data_path_defaults_to_the_config_setting(mocker, monkeypatch): + monkeypatch.delenv("ETL_DATA_PATH", raising=False) + monkeypatch.setenv("ETL_CONFIG_PATH", str( + __import__("pathlib").Path(__file__).resolve().parents[1] / "resources" / "download_config_valid.yml")) + monkeypatch.setenv("DEST_CDA_URL", "http://dest.test/cwms-data") + mock_root = mocker.patch("utils.filesystem_store.set_storage_root") + mocker.patch("utils.threading_util.init_executor") + + main._initialize_runtime() + + mock_root.assert_called_once_with("./stage") + + +def test_data_path_env_overrides_the_config_setting(mocker, monkeypatch): + """ + A committed settings.path is written for the container (compose mounts + ./cda-etl/data/sample-app at /data/sample-app). A local run needs to point elsewhere + without editing committed config. + """ + monkeypatch.setenv("ETL_DATA_PATH", "./data/sample-app") + monkeypatch.setenv("ETL_CONFIG_PATH", str( + __import__("pathlib").Path(__file__).resolve().parents[1] / "resources" / "download_config_valid.yml")) + monkeypatch.setenv("DEST_CDA_URL", "http://dest.test/cwms-data") + mock_root = mocker.patch("utils.filesystem_store.set_storage_root") + mocker.patch("utils.threading_util.init_executor") + + main._initialize_runtime() + + mock_root.assert_called_once_with("./data/sample-app") + + +def test_phase_marker_is_restored_afterwards(): + import utils.log_util as log_util + + with main._phase(main._STAGE): + assert log_util.current_phase() == main._STAGE + + assert log_util.current_phase() is None + + +def test_the_phases_are_named_extract_and_load(): + """ + The old names were three deep for one half - "Processing office", + "Staging project", "Refreshing staged timeseries" - and a reader had to learn + they meant the same thing. + """ + import utils.log_util as log_util + + assert main._STAGE == log_util.EXTRACT == "EXTRACT" + assert main._PUBLISH == log_util.LOAD == "LOAD" + + +def test_every_record_carries_the_phase(): + """ + Extract and load log near-identical wording, so a line lifted out of context + could not say which direction it described. + """ + import logging + import utils.log_util as log_util + + log_util.install_phase_tag() + + with main._phase(main._PUBLISH): + tagged = logging.getLogger("test").makeRecord( + "test", logging.INFO, __file__, 1, "any message", (), None + ) + + assert tagged.phase == "LOAD" + + +def test_the_format_survives_a_record_with_no_phase(): + """ + A formatter that hard-depends on %(phase)s is a trap: anything that replaces + the record factory turns every later log call into "ValueError: Formatting + field not found in record: 'phase'" - failing on the way to reporting + something else. + """ + import logging + import utils.log_util as log_util + + untagged = logging.LogRecord( + name="cwms", level=logging.INFO, pathname=__file__, lineno=1, + msg="no phase attribute here", args=(), exc_info=None, + ) + + assert "no phase attribute here" in log_util.formatter(logging.INFO).format(untagged) diff --git a/cda-etl/tests/cda_etl/test_project.py b/cda-etl/tests/cda_etl/test_project.py index bf238c253..8ac32d038 100644 --- a/cda-etl/tests/cda_etl/test_project.py +++ b/cda-etl/tests/cda_etl/test_project.py @@ -15,6 +15,7 @@ # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE # SOFTWARE. +from unittest.mock import ANY import project from config import ProjectConfig @@ -24,7 +25,7 @@ def test_stage_projects(mocker): project.stage_projects(projects) - mock_execute.assert_called_once_with(project._download_one_project, [["SWT", "TestProj"]]) + mock_execute.assert_called_once_with(project._download_one_project, [["SWT", "TestProj"]], label=ANY) def test_publish_staged_projects(mocker): @@ -33,7 +34,7 @@ def test_publish_staged_projects(mocker): project.publish_staged_projects(projects) - mock_execute.assert_called_once_with(project._upload_one_project, [["SWT", "TestProj"]]) + mock_execute.assert_called_once_with(project._upload_one_project, [["SWT", "TestProj"]], label=ANY) def test_stage_projects_empty_input(mocker): mock_execute = mocker.patch("utils.threading_util.execute_tasks") diff --git a/cda-etl/tests/cda_etl/test_property.py b/cda-etl/tests/cda_etl/test_property.py new file mode 100644 index 000000000..5bc0fab5a --- /dev/null +++ b/cda-etl/tests/cda_etl/test_property.py @@ -0,0 +1,375 @@ +# MIT License +# Copyright (c) 2026 Hydrologic Engineering Center +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: +# The above copyright notice and this permission notice shall be included in all +# copies or substantial portions of the Software. +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +# SOFTWARE. +from unittest.mock import ANY +import property +from config import PropertyConfig + + +def test_stage_properties(mocker): + mock_execute = mocker.patch("utils.threading_util.execute_tasks") + properties = [PropertyConfig(category_id="REGI", id="EUFA.ETL.FLAG", enabled=True, raw={})] + + property.stage_properties("SWT", properties) + + mock_execute.assert_called_once_with( + property._download_properties_in_category, + [["SWT", "REGI", "EUFA.ETL.FLAG"]], + label=ANY, tally=ANY, + ) + + +def test_stage_properties_groups_named_ids_into_one_task_per_category(mocker): + """ + One staged file per category means one task per category: several named ids + in the same category are handed to a single work item, not one each. + """ + mock_execute = mocker.patch("utils.threading_util.execute_tasks") + properties = [ + PropertyConfig(category_id="REGI", id="EUFA.ETL.FLAG", enabled=True, raw={}), + PropertyConfig(category_id="REGI", id="EUFA.ETL.ENABLED", enabled=True, raw={}), + PropertyConfig(category_id="OTHER", id="EUFA.ETL.FLAG", enabled=True, raw={}), + ] + + property.stage_properties("SWT", properties) + + mock_execute.assert_called_once_with( + property._download_properties_in_category, + [ + ["SWT", "OTHER", "EUFA.ETL.FLAG"], + ["SWT", "REGI", "EUFA.ETL.ENABLED", "EUFA.ETL.FLAG"], + ], + label=ANY, tally=ANY, + ) + + +def test_stage_properties_all_in_category(mocker): + mock_execute = mocker.patch("utils.threading_util.execute_tasks") + properties = [PropertyConfig(category_id="REGI", id="*", enabled=True, raw={}, all_in_category=True)] + + property.stage_properties("SWT", properties) + + assert mock_execute.call_count == 1 + mock_execute.assert_called_once_with( + property._download_all_properties_in_category, + [["SWT", "REGI"]], + label=ANY, tally=ANY, + ) + + +def test_stage_properties_skips_named_ids_covered_by_an_all_category(mocker): + """ + Both declarations resolve to the same file, so the category-wide read - which + already contains the named ids - is the only task. + """ + mock_execute = mocker.patch("utils.threading_util.execute_tasks") + properties = [ + PropertyConfig(category_id="REGI", id="*", enabled=True, raw={}, all_in_category=True), + PropertyConfig(category_id="REGI", id="EUFA.ETL.FLAG", enabled=True, raw={}), + ] + + property.stage_properties("SWT", properties) + + mock_execute.assert_called_once_with( + property._download_all_properties_in_category, + [["SWT", "REGI"]], + label=ANY, tally=ANY, + ) + + +def test_publish_staged_properties(mocker): + mock_execute = mocker.patch("utils.threading_util.execute_tasks") + properties = [PropertyConfig(category_id="REGI", id="EUFA.ETL.FLAG", enabled=True, raw={})] + + property.publish_staged_properties("SWT", properties) + + mock_execute.assert_called_once_with( + property._upload_properties_in_category, + [["SWT", "REGI", "EUFA.ETL.FLAG"]], + label=ANY, tally=ANY, + ) + + +def test_publish_staged_properties_all_in_category(mocker): + """ + An "all: true" category no longer has to list the staged directory to find + what to publish - the one category file is read by the task itself. + """ + mock_execute = mocker.patch("utils.threading_util.execute_tasks") + mock_list = mocker.patch("utils.filesystem_store.list_json_stems") + properties = [PropertyConfig(category_id="REGI", id="*", enabled=True, raw={}, all_in_category=True)] + + property.publish_staged_properties("SWT", properties) + + mock_list.assert_not_called() + mock_execute.assert_called_once_with( + property._upload_properties_in_category, + [["SWT", "REGI"]], + label=ANY, tally=ANY, + ) + + +def test_download_properties_in_category_writes_one_file(mocker): + flag = {"office-id": "SWT", "category": "REGI", "name": "EUFA.ETL.FLAG", "value": "Y"} + enabled = {"office-id": "SWT", "category": "REGI", "name": "EUFA.ETL.ENABLED", "value": "true"} + mock_get = mocker.patch("cwms.api.get", side_effect=[enabled, flag]) + mocker.patch("utils.filesystem_store.read_json", return_value=None) + mock_write = mocker.patch("utils.filesystem_store.write_json") + + property._download_properties_in_category(["SWT", "REGI", "EUFA.ETL.ENABLED", "EUFA.ETL.FLAG"]) + + # The single-property GET takes "office" / "category-id" (not the *-mask + # parameters the listing endpoint uses). + assert mock_get.call_count == 2 + mock_get.assert_any_call( + endpoint="properties/EUFA.ETL.FLAG", + params={ + "office": "SWT", + "category-id": "REGI", + }, + api_version=1, + ) + mock_write.assert_called_once_with([enabled, flag], "SWT", "Properties", "REGI") + + +def test_download_properties_in_category_merges_with_already_staged_records(mocker): + """ + Properties are declared at office and project level, so more than one stage + call can target a category file. A plain write would keep only the last. + """ + existing = {"office-id": "SWT", "category": "REGI", "name": "EUFA.ETL.ENABLED", "value": "true"} + incoming = {"office-id": "SWT", "category": "REGI", "name": "EUFA.ETL.FLAG", "value": "Y"} + mocker.patch("cwms.api.get", return_value=incoming) + mocker.patch("utils.filesystem_store.read_json", return_value=[existing]) + mock_write = mocker.patch("utils.filesystem_store.write_json") + + property._download_properties_in_category(["SWT", "REGI", "EUFA.ETL.FLAG"]) + + mock_write.assert_called_once_with([existing, incoming], "SWT", "Properties", "REGI") + + +def test_download_properties_in_category_encodes_name_with_spaces(mocker): + mock_get = mocker.patch( + "cwms.api.get", return_value={"office-id": "SWT", "category": "REGI PROD", "name": "EUFA ETL FLAG"} + ) + mocker.patch("utils.filesystem_store.read_json", return_value=None) + mocker.patch("utils.filesystem_store.write_json") + + property._download_properties_in_category(["SWT", "REGI PROD", "EUFA ETL FLAG"]) + + mock_get.assert_called_once_with( + endpoint="properties/EUFA%20ETL%20FLAG", + params={ + "office": "SWT", + "category-id": "REGI PROD", + }, + api_version=1, + ) + + +def test_download_all_properties_in_category(mocker): + flag = {"name": "EUFA.ETL.FLAG", "office-id": "SWT", "category": "REGI", "value": "Y"} + enabled = {"name": "EUFA.ETL.ENABLED", "office-id": "SWT", "category": "REGI", "value": "true"} + mock_get = mocker.patch("cwms.api.get", return_value=[flag, enabled]) + mock_write = mocker.patch("utils.filesystem_store.write_json") + + property._download_all_properties_in_category(["SWT", "REGI"]) + + mock_get.assert_called_once_with( + endpoint="properties", + params={ + "office-mask": "SWT", + "category-id-mask": "REGI", + }, + api_version=1, + ) + # One file for the whole category, not one per property. + mock_write.assert_called_once_with([enabled, flag], "SWT", "Properties", "REGI") + + +def test_download_all_properties_in_category_replaces_the_staged_file(mocker): + """ + The listing is the authoritative snapshot, so a property that no longer + exists upstream must not survive on disk. + """ + kept = {"name": "EUFA.ETL.FLAG", "office-id": "SWT", "category": "REGI", "value": "Y"} + mocker.patch("cwms.api.get", return_value=[kept]) + mock_read = mocker.patch("utils.filesystem_store.read_json") + mock_write = mocker.patch("utils.filesystem_store.write_json") + + property._download_all_properties_in_category(["SWT", "REGI"]) + + mock_read.assert_not_called() + mock_write.assert_called_once_with([kept], "SWT", "Properties", "REGI") + + +def test_upload_properties_in_category_posts_each_record(mocker): + """ + The REST API has no bulk store, so the one staged file is parsed and each + record posted on its own. + """ + flag = {"office-id": "SWT", "category": "REGI", "name": "EUFA.ETL.FLAG", "value": "Y"} + enabled = {"office-id": "SWT", "category": "REGI", "name": "EUFA.ETL.ENABLED", "value": "true"} + mock_post = mocker.patch("cwms.api.post") + mock_patch = mocker.patch("cwms.api.patch") + mock_read = mocker.patch("utils.filesystem_store.read_json", return_value=[enabled, flag]) + + property._upload_properties_in_category(["SWT", "REGI"]) + + mock_read.assert_called_once_with("SWT", "Properties", "REGI") + assert mock_post.call_count == 2 + mock_post.assert_any_call(endpoint="properties", data=flag, api_version=1) + mock_post.assert_any_call(endpoint="properties", data=enabled, api_version=1) + mock_patch.assert_not_called() + + +def test_upload_properties_in_category_publishes_only_the_named_ids(mocker): + flag = {"office-id": "SWT", "category": "REGI", "name": "EUFA.ETL.FLAG", "value": "Y"} + enabled = {"office-id": "SWT", "category": "REGI", "name": "EUFA.ETL.ENABLED", "value": "true"} + mock_post = mocker.patch("cwms.api.post") + mocker.patch("utils.filesystem_store.read_json", return_value=[enabled, flag]) + + property._upload_properties_in_category(["SWT", "REGI", "EUFA.ETL.FLAG"]) + + mock_post.assert_called_once_with(endpoint="properties", data=flag, api_version=1) + + +def test_upload_properties_in_category_raises_file_not_found_when_nothing_staged(mocker): + mocker.patch("utils.filesystem_store.read_json", return_value=None) + + try: + property._upload_properties_in_category(["SWT", "REGI"]) + except FileNotFoundError: + return + + raise AssertionError("Expected FileNotFoundError") + + +def test_upload_properties_in_category_attempts_every_record_before_failing(mocker): + """ + A category is dozens of records; aborting on the first rejection would hide + the rest. + """ + api_error_type = __import__("cwms").api.ApiError + # This error is rendered into the failure summary, and ApiError.__str__ + # reads url / reason / text off the response, so the stand-in carries them. + response = type( + "Response", + (), + {"status_code": 400, "url": "http://cda/properties", "reason": "Bad Request", "text": ""}, + )() + + bad = {"office-id": "SWT", "category": "REGI", "name": "A.BAD", "value": "Y"} + good = {"office-id": "SWT", "category": "REGI", "name": "B.GOOD", "value": "Y"} + mock_post = mocker.patch("cwms.api.post", side_effect=[api_error_type(response), None]) + mocker.patch("utils.filesystem_store.read_json", return_value=[bad, good]) + + try: + property._upload_properties_in_category(["SWT", "REGI"]) + except RuntimeError as error: + assert "A.BAD" in str(error) + else: + raise AssertionError("Expected RuntimeError") + + assert mock_post.call_count == 2 + + +def test_upload_property_patch_on_conflict(mocker): + api_error_type = __import__("cwms").api.ApiError + response = type("Response", (), {"status_code": 409})() + + flag = {"office-id": "SWT", "category": "REGI", "name": "EUFA.ETL.FLAG", "value": "Y"} + mock_post = mocker.patch("cwms.api.post", side_effect=api_error_type(response)) + mock_patch = mocker.patch("cwms.api.patch") + mocker.patch("utils.filesystem_store.read_json", return_value=[flag]) + + property._upload_properties_in_category(["SWT", "REGI", "EUFA.ETL.FLAG"]) + + mock_post.assert_called_once() + mock_patch.assert_called_once_with( + endpoint="properties/EUFA.ETL.FLAG", + data=flag, + api_version=1, + ) + + +def test_upload_property_patch_on_conflict_encodes_name_with_spaces(mocker): + api_error_type = __import__("cwms").api.ApiError + response = type("Response", (), {"status_code": 409})() + + flag = {"office-id": "SWT", "category": "REGI PROD", "name": "EUFA ETL FLAG", "value": "Y"} + mocker.patch("cwms.api.post", side_effect=api_error_type(response)) + mock_patch = mocker.patch("cwms.api.patch") + mocker.patch("utils.filesystem_store.read_json", return_value=[flag]) + + property._upload_properties_in_category(["SWT", "REGI PROD", "EUFA ETL FLAG"]) + + mock_patch.assert_called_once_with( + endpoint="properties/EUFA%20ETL%20FLAG", + data=flag, + api_version=1, + ) + + +def test_iter_property_entries_handles_list_response(): + response = [{"name": "A"}, {"name": "B"}] + + assert property._iter_property_entries(response) == [{"name": "A"}, {"name": "B"}] + + +def test_iter_property_entries_handles_object_wrapped_response(): + response = {"properties": [{"name": "A"}, {"name": "B"}]} + + assert property._iter_property_entries(response) == [{"name": "A"}, {"name": "B"}] + + +def test_download_all_in_category_uses_mask_parameters(mocker): + """ + CDA's PropertyController.getAll filters on OFFICE_MASK / CATEGORY_ID_MASK / + NAME_MASK. Sending the single-property GET's "office" / "category-id" + instead leaves the masks null and the listing returns nothing at all, so an + "all: true" category silently stages zero properties. + """ + mock_get = mocker.patch("cwms.api.get", return_value=[]) + mocker.patch("utils.filesystem_store.write_json") + + property._download_all_properties_in_category(["SWT", "LOCATION TIME SERIES ASSOCIATION"]) + + mock_get.assert_called_once_with( + endpoint="properties", + params={ + "office-mask": "SWT", + "category-id-mask": "LOCATION TIME SERIES ASSOCIATION", + }, + api_version=1, + ) + + +def test_nothing_configured_is_not_a_warning(caplog): + """ + Zero properties configured is a normal config. This warned unconditionally, so + a project with no properties produced one false warning for staging and another + for publishing - 80 of them over 40 projects, drowning the real ones. There is + a real one in the same run: rating.py reporting a missing rating curve. + """ + import logging + caplog.set_level(logging.DEBUG) + + property.stage_properties("SWT", []) + property.publish_staged_properties("SWT", []) + + assert not [r for r in caplog.records if r.levelno >= logging.WARNING] diff --git a/cda-etl/tests/cda_etl/test_rating.py b/cda-etl/tests/cda_etl/test_rating.py new file mode 100644 index 000000000..168c890ec --- /dev/null +++ b/cda-etl/tests/cda_etl/test_rating.py @@ -0,0 +1,272 @@ +# MIT License +# Copyright (c) 2026 Hydrologic Engineering Center +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: +# The above copyright notice and this permission notice shall be included in all +# copies or substantial portions of the Software. +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +# SOFTWARE. +import pytest + +import cwms +import utils.threading_util as threading_util +import rating +from config import RatingConfig + + +def test_stage_ratings_por(mocker): + mock_execute = mocker.patch("utils.threading_util.execute_tasks") + ratings = [RatingConfig(id="EUFA.Stage;Flow.Standard.Production", enabled=True, raw={"por": True})] + + rating.stage_ratings("SWT", ratings, "2026-01-01", "2026-01-02") + + assert mock_execute.call_count == 1 + assert mock_execute.call_args_list[0].args[0] == rating._download_one_rating + work_item = mock_execute.call_args_list[0].args[1][0] + assert work_item[4] is True + + +def test_rating_config_requires_a_literal_id(): + with pytest.raises(KeyError): + RatingConfig.from_dict({"por": True}) + + +def test_download_one_rating_por(mocker): + mock_write_json = mocker.patch("utils.filesystem_store.write_json") + mock_get_ratings_xml = mocker.patch("cwms.get_ratings_xml", return_value="xml") + + rating._download_one_rating(["SWT", "EUFA.Stage;Flow.Standard.Production", None, None, True]) + + mock_get_ratings_xml.assert_called_once_with("EUFA.Stage;Flow.Standard.Production", "SWT") + mock_write_json.assert_called_once_with( + {"xml": "xml"}, + "SWT", + "Ratings", + "EUFA.Stage;Flow.Standard.Production.por", + ) + + +def test_upload_one_rating_uses_xml_only(mocker): + mock_store_rating = mocker.patch("cwms.store_rating") + mocker.patch("utils.filesystem_store.read_json", return_value={"xml": "xml"}) + + rating._upload_one_rating(["SWT", "EUFA.Stage;Flow.Standard.Production", None, None, True]) + + mock_store_rating.assert_called_once_with("xml", store_template=True) + + +def _api_error(status_code: int, body: str = ""): + import requests + + response = requests.Response() + response.status_code = status_code + response.reason = "Not Found" if status_code == 404 else "Internal Server Error" + response.url = "https://cda.test/cwms-data/x" + response._content = body.encode() + + return cwms.api.ApiError(response) + + +def test_missing_rating_curve_is_not_a_failure(mocker, caplog): + """ + A resolved rating id that a project has no curve for is ordinary now that a + whole association category is applied to every project. It must not fail the + item, because execute_tasks turns a hard failure into an aborted run. + """ + import logging + caplog.set_level(logging.DEBUG) + mocker.patch("cwms.get_ratings_xml", side_effect=_api_error(404, '{"message":"Not found."}')) + mock_write = mocker.patch("utils.filesystem_store.write_json") + + begin = rating._parse_timestamp("2026-07-01", "start") + end = rating._parse_timestamp("2026-07-15", "end") + + rating._download_one_rating(["SWT", "EUFA.Elev;Area.Linear.Production", begin, end, False]) + + mock_write.assert_not_called() + + +def test_missing_por_rating_curve_is_not_a_failure(mocker, caplog): + import logging + caplog.set_level(logging.DEBUG) + mocker.patch("cwms.get_ratings_xml", side_effect=_api_error(404, '{"message":"Not found."}')) + mock_write = mocker.patch("utils.filesystem_store.write_json") + + rating._download_one_rating(["SWT", "EUFA.Elev;Stor.Linear.Production", None, None, True]) + + mock_write.assert_not_called() + + +def test_rating_server_errors_still_propagate(mocker): + mocker.patch("cwms.get_ratings_xml", side_effect=_api_error(500, '{"message":"Database Error"}')) + mocker.patch("utils.filesystem_store.write_json") + + with pytest.raises(cwms.api.ApiError): + rating._download_one_rating(["SWT", "EUFA.Elev;Area.Linear.Production", None, None, True]) + + +AMBIGUOUS_500 = '{"message":"Failed to process request to retrieve RatingSet"}' + + +def test_ambiguous_500_is_treated_as_a_missing_rating(mocker, caplog): + """ + CDA answers 500 rather than 404 for a rating that does not exist: + RatingController.getOne catches RatingException and maps it to 500. The + rating *spec* endpoint returns 404 correctly, but the values endpoint does + not, so a missing rating has to be inferred from the 500. + """ + import logging + caplog.set_level(logging.WARNING) + mocker.patch("cwms.get_ratings_xml", side_effect=_api_error(500, AMBIGUOUS_500)) + mock_write = mocker.patch("utils.filesystem_store.write_json") + + rating._download_one_rating(["SWT", "EUFA.Elev;Area.Linear.Production", None, None, True]) + + mock_write.assert_not_called() + + +def test_ambiguous_500_is_reported_at_warning_not_info(mocker, caplog): + """ + Unlike a true 404 this is a guess, so it must be louder - the same 500 is + also produced by genuine processing failures. + """ + import logging + caplog.set_level(logging.DEBUG) + mocker.patch("cwms.get_ratings_xml", side_effect=_api_error(500, AMBIGUOUS_500)) + mocker.patch("utils.filesystem_store.write_json") + + rating._download_one_rating(["SWT", "EUFA.Elev;Area.Linear.Production", None, None, True]) + + levels = {r.levelname for r in caplog.records if "no rating curve" in r.getMessage().lower()} + assert levels == {"WARNING"} + + +def test_an_unrelated_500_still_fails(mocker): + """ + Only CDA's specific RatingSet message is treated as missing data. Any other + 500 - an outage, a pool problem - must still fail the item. + """ + mocker.patch( + "cwms.get_ratings_xml", + side_effect=_api_error(500, '{"message":"Database Error"}'), + ) + mocker.patch("utils.filesystem_store.write_json") + + with pytest.raises(cwms.api.ApiError): + rating._download_one_rating(["SWT", "EUFA.Elev;Area.Linear.Production", None, None, True]) + + +def test_a_partial_ambiguous_batch_is_not_flagged(mocker, caplog): + """ + Some ratings missing and others present is the normal picture, so it must not + trip the service-health warning. + """ + import logging + caplog.set_level(logging.WARNING) + + def maybe(rating_id, office_id, begin=None, end=None): + if "Elev;Area" in rating_id: + raise _api_error(500, AMBIGUOUS_500) + return "" + + mocker.patch("cwms.get_ratings_xml", side_effect=maybe) + mocker.patch("utils.filesystem_store.write_json") + threading_util.init_executor(2) + + rating.stage_ratings( + "SWT", + [ + RatingConfig(id="EUFA.Elev;Area.Linear.Production", enabled=True, raw={"por": True}), + RatingConfig(id="EUFA.Elev;Stor.Linear.Production", enabled=True, raw={"por": True}), + ], + "2026-07-01", + "2026-07-15", + ) + + assert "more consistent with the service being unwell" not in caplog.text + + +def test_a_single_ambiguous_rating_is_not_flagged(mocker, caplog): + """A one-item batch carries no signal, so it should not raise suspicion.""" + import logging + caplog.set_level(logging.WARNING) + mocker.patch("cwms.get_ratings_xml", side_effect=_api_error(500, AMBIGUOUS_500)) + mocker.patch("utils.filesystem_store.write_json") + threading_util.init_executor(2) + + rating.stage_ratings( + "SWT", + [RatingConfig(id="EUFA.Elev;Area.Linear.Production", enabled=True, raw={"por": True})], + "2026-07-01", + "2026-07-15", + ) + + assert "more consistent with the service being unwell" not in caplog.text + + +def test_the_ambiguous_counter_resets_between_batches(mocker, caplog): + import logging + caplog.set_level(logging.WARNING) + mocker.patch("cwms.get_ratings_xml", side_effect=_api_error(500, AMBIGUOUS_500)) + mocker.patch("utils.filesystem_store.write_json") + threading_util.init_executor(2) + + items = [RatingConfig(id="EUFA.Elev;Area.Linear.Production", enabled=True, raw={"por": True})] + rating.stage_ratings("SWT", items, "2026-07-01", "2026-07-15") + rating.stage_ratings("SWT", items, "2026-07-01", "2026-07-15") + + # Two one-item batches, not one two-item batch, so still no warning. + assert "more consistent with the service being unwell" not in caplog.text + + +def test_ratings_are_stored_with_their_template(mocker): + """ + store_template must be True. With False, CDA strips out of + the XML (RatingController.removeTemplate) before storing, leaving a + rating-spec that references a template the request no longer carries. A + destination that has never seen that template answers 500 "Database Error" - + which is what a first publish to a fresh CDA hit. + + True is also cwms-python's default and CDA's documented default; this was the + one place the pipeline opted out. + """ + mock_store = mocker.patch("cwms.store_rating") + mocker.patch( + "utils.filesystem_store.read_json", + return_value={"xml": ""}, + ) + + rating._upload_one_rating(["SWT", "EUFA.Elev;Area.Linear.Production", None, None, True]) + + assert mock_store.call_args.kwargs["store_template"] is True + + +def test_the_windowed_path_also_stores_the_template(mocker): + mock_store = mocker.patch("cwms.store_rating") + mocker.patch("utils.filesystem_store.read_json", return_value={"xml": ""}) + + begin = rating._parse_timestamp("2026-07-01", "start") + end = rating._parse_timestamp("2026-07-15", "end") + + rating._upload_one_rating(["SWT", "EUFA.Elev;Area.Linear.Production", begin, end, False]) + + assert mock_store.call_args.kwargs["store_template"] is True + + +def test_nothing_configured_is_not_a_warning(caplog): + import logging + caplog.set_level(logging.DEBUG) + + rating.stage_ratings("SWT", [], "2026-06-01", "2026-08-03") + rating.publish_staged_ratings("SWT", [], "2026-06-01", "2026-08-03") + + assert not [r for r in caplog.records if r.levelno >= logging.WARNING] diff --git a/cda-etl/tests/cda_etl/test_session_manager.py b/cda-etl/tests/cda_etl/test_session_manager.py new file mode 100644 index 000000000..0556dd235 --- /dev/null +++ b/cda-etl/tests/cda_etl/test_session_manager.py @@ -0,0 +1,142 @@ +# MIT License +# Copyright (c) 2026 Hydrologic Engineering Center +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: +# The above copyright notice and this permission notice shall be included in all +# copies or substantial portions of the Software. +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +# SOFTWARE. +import logging + +import pytest + +import utils.log_util as log_util +from session_manager import SessionEndpoints, SessionManager + + +def _endpoints(*, source: str | None = "https://source.test/cwms-data") -> SessionEndpoints: + return SessionEndpoints( + source_cda_url=source, + source_cda_api_key="source-key", + dest_cda_url="https://dest.test/cwms-data", + dest_cda_api_key="dest-key", + ) + + +def test_session_endpoints_trim_and_normalize_optional_values(monkeypatch): + monkeypatch.setenv("DEST_CDA_URL", " https://dest.example/cwms-data ") + monkeypatch.setenv("SOURCE_CDA_URL", " ") + monkeypatch.setenv("SOURCE_CDA_API_KEY", "") + monkeypatch.setenv("DEST_CDA_API_KEY", " dest-key ") + + endpoints = SessionEndpoints.from_env() + + assert endpoints.dest_cda_url == "https://dest.example/cwms-data" + assert endpoints.source_cda_url is None + assert endpoints.source_cda_api_key is None + assert endpoints.dest_cda_api_key == "dest-key" + assert endpoints.has_source is False + + +def test_session_endpoints_require_non_empty_dest_url(monkeypatch): + monkeypatch.setenv("DEST_CDA_URL", " ") + + with pytest.raises(ValueError, match="Missing required environment variable DEST_CDA_URL"): + SessionEndpoints.from_env() + + +def test_the_source_session_names_the_extract_phase(mocker): + """ + A session and a phase are the same piece of ambient state: both are set + process-wide, for one half of the run, and a session open with no phase named + is a line that cannot say which endpoint it describes. + """ + mocker.patch("cwms.init_session") + + with SessionManager(_endpoints()).source_session(): + assert log_util.current_phase() == log_util.EXTRACT + + assert log_util.current_phase() is None + + +def test_the_dest_session_names_the_load_phase(mocker): + mocker.patch("cwms.init_session") + + with SessionManager(_endpoints()).dest_session(): + assert log_util.current_phase() == log_util.LOAD + + assert log_util.current_phase() is None + + +def test_the_phase_is_named_before_the_session_is_opened(mocker): + """ + dest_session logs its own setup line. Opening the session first left that + line reading as though it belonged to no phase. + """ + observed = [] + mocker.patch("cwms.init_session", side_effect=lambda **_: observed.append(log_util.current_phase())) + + with SessionManager(_endpoints()).dest_session(): + pass + + assert observed == [log_util.LOAD] + + +def test_an_unconfigured_source_session_names_no_phase(mocker, caplog): + """ + An EXTRACT banner over a body that reads nothing is worse than no banner. + The caller still decides whether to run that body - a context manager cannot + skip it - which is what has_source_session is for. + """ + init_session = mocker.patch("cwms.init_session") + caplog.set_level(logging.INFO) + + manager = SessionManager(_endpoints(source=None)) + + with manager.source_session(detail="window 2026-06-01 to now"): + assert log_util.current_phase() is None + + assert manager.has_source_session is False + init_session.assert_not_called() + # No banner and no summary either, not merely an unset phase. + assert "EXTRACT" not in caplog.text + + +def test_the_phase_is_restored_even_if_the_session_body_raises(mocker): + mocker.patch("cwms.init_session") + + with pytest.raises(RuntimeError): + with SessionManager(_endpoints()).dest_session(): + # Asserted inside, so this cannot pass by never naming a phase at all. + assert log_util.current_phase() == log_util.LOAD + raise RuntimeError("boom") + + assert log_util.current_phase() is None + + +def test_a_session_that_fails_to_open_does_not_report_its_phase_complete(mocker, caplog): + """ + The phase now covers opening the session, so a failed open reaches the + summary line. "LOAD complete in 0ms" immediately above the traceback would + tell anyone grepping for it that the half had finished. + """ + mocker.patch("cwms.init_session", side_effect=RuntimeError("unreachable")) + caplog.set_level(logging.INFO) + + with pytest.raises(RuntimeError): + with SessionManager(_endpoints()).dest_session(): + pytest.fail("the body should not run when the session cannot open") + + summary = caplog.records[-1].getMessage() + + assert "complete" not in summary + assert log_util.current_phase() is None diff --git a/cda-etl/tests/cda_etl/test_threading_util.py b/cda-etl/tests/cda_etl/test_threading_util.py index 7ad3df872..8701009c7 100644 --- a/cda-etl/tests/cda_etl/test_threading_util.py +++ b/cda-etl/tests/cda_etl/test_threading_util.py @@ -44,6 +44,63 @@ def task(item): assert "1 of 3 task(s) failed" in str(exc_info.value) +def test_a_label_replaces_the_internal_work_item_shape(caplog): + """ + Without a label the log falls back to comma-joining the work item, which put + the shape of a private data structure into the output - and in a different + format from the identifier the same item was announced under. + """ + import logging + caplog.set_level(logging.DEBUG) + threading_util.init_executor(2) + + def task(item): + raise FileNotFoundError("No staged data found") + + threading_util.execute_tasks( + task, + [["SWT", "EUFA.Opening.Inst.0.0.MANUAL", "2026-06-01", "2026-08-03"]], + label=lambda item: f"{item[1]} [{item[2]} to {item[3]}]", + ) + + skip_line = next(r.getMessage() for r in caplog.records if "Skipped '" in r.getMessage()) + + assert "SWT, EUFA.Opening" not in skip_line + + +def test_a_clean_batch_raises_nothing(): + threading_util.init_executor(2) + + threading_util.execute_tasks(lambda item: None, ["a", "b"]) + + +def test_a_skip_message_does_not_repeat_the_item(caplog): + """ + The item identifiers are rendered once, so the exception text must not restate + them. The original line said the office, id and window twice, and "skipped" + three times. + """ + import logging + caplog.set_level(logging.DEBUG) + threading_util.init_executor(2) + + def task(item): + raise FileNotFoundError("No staged data found") + + threading_util.execute_tasks( + task, + [["SWT", "EUFA.Precip-Alt.Total.1Day.1Day.Decodes-Raw", "2026-06-01", "2026-08-03"]], + label=lambda item: f"{item[0]}/{item[1]} [{item[2]} to {item[3]}]", + ) + + skip_line = next(r.getMessage() for r in caplog.records if "Skipped '" in r.getMessage()) + + assert skip_line.count("EUFA.Precip-Alt.Total.1Day.1Day.Decodes-Raw") == 1 + assert skip_line.count("SWT") == 1 + assert skip_line.lower().count("skipped") == 1 + assert "Run staging first" not in skip_line + + def test_execute_tasks_raises_with_summary_of_multiple_failures(): def task(item): raise RuntimeError(f"failure for {item}") diff --git a/cda-etl/tests/cda_etl/test_timeseries.py b/cda-etl/tests/cda_etl/test_timeseries.py index 769b4c3da..5fa0768ce 100644 --- a/cda-etl/tests/cda_etl/test_timeseries.py +++ b/cda-etl/tests/cda_etl/test_timeseries.py @@ -17,6 +17,9 @@ # SOFTWARE. from unittest.mock import MagicMock +import pytest + +import cwms import timeseries from config import TimeseriesConfig @@ -48,6 +51,7 @@ def test_stage_timeseries_invalid_format(mocker): mock_execute.assert_not_called() + def test_download_one_ts_data_always_refreshes_from_cwms(mocker): mock_write_json = mocker.patch("utils.filesystem_store.write_json") mock_cwms_get = mocker.patch("cwms.get_timeseries") @@ -90,3 +94,289 @@ def test_store_one_ts_data(mocker): timeseries._upload_one_ts_data(ts_info) mock_cwms_store.assert_called_once_with({"data": "TestData"}) + + +def _api_error(status_code: int, body: str = ""): + """ + A real requests.Response, so ApiError can format itself the way it does in + production (it reaches for url, reason and content). + """ + import requests + + response = requests.Response() + response.status_code = status_code + response.reason = "Not Found" if status_code == 404 else "Internal Server Error" + response.url = "https://cda.test/cwms-data/timeseries?name=X" + response._content = body.encode() + + return cwms.api.ApiError(response) + + +def test_no_values_in_window_is_not_a_failure(mocker, caplog): + """ + CDA answers 404 for "no values in this window", which is ordinary - many + resolved ts_ids have nothing in an arbitrary window now that association + categories apply to every project. It must not fail the item, because + execute_tasks turns a hard failure into an aborted run. + """ + mocker.patch("cwms.get_timeseries", side_effect=_api_error(404, '{"message":"Not found."}')) + mock_write = mocker.patch("utils.filesystem_store.write_json") + tally = timeseries._start_batch() + + begin = timeseries._parse_timestamp("2026-07-01", "start") + end = timeseries._parse_timestamp("2026-07-15", "end") + + timeseries._download_one_ts_data(["SWT", "EUFA.Count-Lockages.Total.~1Day.1Day.Rev-Manual", begin, end]) + + # Tallied rather than logged: with association categories applied to every + # project this outcome arrives in bulk, and the batch reports the count once. + assert tally.labels(timeseries._NOT_FOUND) == [ + "EUFA.Count-Lockages.Total.~1Day.1Day.Rev-Manual" + ] + mock_write.assert_not_called() + + +def test_a_404_and_an_empty_window_are_tallied_separately(mocker): + """ + They are different events - the id is absent, versus the id exists and this + window is empty - and the two messages used to be worded so similarly that the + difference read as sloppiness. Distinct reasons state it without a line each. + """ + tally = timeseries._start_batch() + mocker.patch("utils.filesystem_store.write_json") + begin = timeseries._parse_timestamp("2026-07-01", "start") + end = timeseries._parse_timestamp("2026-07-15", "end") + + mocker.patch("cwms.get_timeseries", side_effect=_api_error(404, '{"message":"Not found."}')) + timeseries._download_one_ts_data(["SWT", "EUFA.Absent.Inst.1Hour.0.Raw", begin, end]) + + empty = MagicMock() + empty.json = {"name": "EUFA.Empty.Inst.1Hour.0.Raw", "office-id": "SWT", "values": []} + mocker.patch("cwms.get_timeseries", return_value=empty) + timeseries._download_one_ts_data(["SWT", "EUFA.Empty.Inst.1Hour.0.Raw", begin, end]) + + assert tally.labels(timeseries._NOT_FOUND) == ["EUFA.Absent.Inst.1Hour.0.Raw"] + assert tally.labels(timeseries._EMPTY_WINDOW) == ["EUFA.Empty.Inst.1Hour.0.Raw"] + assert timeseries._NOT_FOUND != timeseries._EMPTY_WINDOW + + +def test_chunked_not_found_is_also_tolerated(mocker): + """ + cwms-python's chunked path loses the exception type: it catches the ApiError + and re-raises a plain RuntimeError carrying only the message text. + """ + mocker.patch( + "cwms.get_timeseries", + side_effect=RuntimeError( + "1 of 1 chunk(s) failed to fetch:\nFailed to fetch data from A to B: " + "CWMS API Error (https://cda.test/timeseries?name=X). " + 'May be the result of an empty query. {"message":"Not found."}' + ), + ) + mock_write = mocker.patch("utils.filesystem_store.write_json") + + begin = timeseries._parse_timestamp("2026-07-01", "start") + end = timeseries._parse_timestamp("2026-07-15", "end") + + timeseries._download_one_ts_data(["SWT", "EUFA.Count-Lockages.Total.~1Day.1Day.Rev-Manual", begin, end]) + + mock_write.assert_not_called() + + +def test_other_errors_still_propagate(mocker): + """ + A 500, or a database error, is a genuine fault and must still fail the item + so the run does not report success having staged nothing. + """ + mocker.patch( + "cwms.get_timeseries", + side_effect=_api_error(500, '{"message":"Database Error"}'), + ) + mocker.patch("utils.filesystem_store.write_json") + + begin = timeseries._parse_timestamp("2026-07-01", "start") + end = timeseries._parse_timestamp("2026-07-15", "end") + + with pytest.raises(cwms.api.ApiError): + timeseries._download_one_ts_data(["SWT", "EUFA.Elev.Inst.1Hour.0.Ccp-Rev", begin, end]) + + +def test_chunked_database_error_still_propagates(mocker): + mocker.patch( + "cwms.get_timeseries", + side_effect=RuntimeError( + "1 of 1 chunk(s) failed to fetch:\nFailed to fetch data from A to B: " + 'CWMS API Error (https://cda.test/timeseries). {"message":"Database Error"}' + ), + ) + + begin = timeseries._parse_timestamp("2026-07-01", "start") + end = timeseries._parse_timestamp("2026-07-15", "end") + + with pytest.raises(RuntimeError, match="Database Error"): + timeseries._download_one_ts_data(["SWT", "EUFA.Elev.Inst.1Hour.0.Ccp-Rev", begin, end]) + + +def test_empty_values_are_not_staged(mocker, caplog): + """ + CDA answers 200 with "values": [] for an id that exists but has nothing in + the window - distinct from the 404 it gives when there is no data at all. + Writing that file gives publish something it can never usefully send. + """ + response = MagicMock() + response.json = {"name": "EUFA.Elev.Inst.1Hour.0.Decodes-Raw", "office-id": "SWT", + "units": "ft", "values": []} + mocker.patch("cwms.get_timeseries", return_value=response) + mock_write = mocker.patch("utils.filesystem_store.write_json") + tally = timeseries._start_batch() + + begin = timeseries._parse_timestamp("2026-07-01", "start") + end = timeseries._parse_timestamp("2026-07-15", "end") + + timeseries._download_one_ts_data(["SWT", "EUFA.Elev.Inst.1Hour.0.Decodes-Raw", begin, end]) + + mock_write.assert_not_called() + assert tally.labels(timeseries._EMPTY_WINDOW) == ["EUFA.Elev.Inst.1Hour.0.Decodes-Raw"] + + +def test_values_present_are_staged(mocker): + response = MagicMock() + response.json = {"name": "EUFA.Elev.Inst.1Hour.0.Ccp-Rev", "office-id": "SWT", + "units": "ft", "values": [[1, 2.0, 0]]} + mocker.patch("cwms.get_timeseries", return_value=response) + mock_write = mocker.patch("utils.filesystem_store.write_json") + + begin = timeseries._parse_timestamp("2026-07-01", "start") + end = timeseries._parse_timestamp("2026-07-15", "end") + + timeseries._download_one_ts_data(["SWT", "EUFA.Elev.Inst.1Hour.0.Ccp-Rev", begin, end]) + + mock_write.assert_called_once() + + +def test_a_payload_without_a_values_key_is_still_staged(mocker): + """ + Only an explicitly empty values list is treated as nothing. An unfamiliar + payload shape is passed through rather than silently dropped. + """ + response = MagicMock() + response.json = {"something": "unexpected"} + mocker.patch("cwms.get_timeseries", return_value=response) + mock_write = mocker.patch("utils.filesystem_store.write_json") + + begin = timeseries._parse_timestamp("2026-07-01", "start") + end = timeseries._parse_timestamp("2026-07-15", "end") + + timeseries._download_one_ts_data(["SWT", "EUFA.Elev.Inst.1Hour.0.Ccp-Rev", begin, end]) + + mock_write.assert_called_once() + + +def test_a_staged_empty_payload_is_not_published(mocker, caplog): + """ + Guards against files staged before the change above, or by an older build. + cwms-python's store_timeseries checks "len(chunks) == 1" before computing + min(max_workers, len(chunks)), so zero values means zero chunks and + ThreadPoolExecutor(max_workers=0) raises "max_workers must be greater than 0". + """ + mocker.patch( + "utils.filesystem_store.read_json", + return_value={"name": "EUFA.Text.Inst.~1Day.0.Wcds-Rev", "office-id": "SWT", + "units": "", "values": []}, + ) + mock_store = mocker.patch("cwms.store_timeseries") + tally = timeseries._start_batch() + + begin = timeseries._parse_timestamp("2026-07-01", "start") + end = timeseries._parse_timestamp("2026-07-15", "end") + + timeseries._upload_one_ts_data(["SWT", "EUFA.Text.Inst.~1Day.0.Wcds-Rev", begin, end]) + + mock_store.assert_not_called() + assert tally.labels(timeseries._STAGED_EMPTY) == ["EUFA.Text.Inst.~1Day.0.Wcds-Rev"] + + +def test_a_staged_payload_with_values_is_published(mocker): + mocker.patch( + "utils.filesystem_store.read_json", + return_value={"name": "EUFA.Elev.Inst.1Hour.0.Ccp-Rev", "office-id": "SWT", + "units": "ft", "values": [[1, 2.0, 0]]}, + ) + mock_store = mocker.patch("cwms.store_timeseries") + + begin = timeseries._parse_timestamp("2026-07-01", "start") + end = timeseries._parse_timestamp("2026-07-15", "end") + + timeseries._upload_one_ts_data(["SWT", "EUFA.Elev.Inst.1Hour.0.Ccp-Rev", begin, end]) + + mock_store.assert_called_once() + + +def test_the_real_max_workers_crash_no_longer_reproduces(mocker): + """ + Reproduces the traceback shape: cwms-python raising on an empty payload. + With the guard in place store_timeseries is never reached, so the + ValueError cannot occur. + """ + mocker.patch( + "utils.filesystem_store.read_json", + return_value={"name": "EUFA.Stor.Inst.1Hour.0.Ccp-Raw", "office-id": "SWT", + "units": "ac-ft", "values": []}, + ) + mocker.patch( + "cwms.store_timeseries", + side_effect=ValueError("max_workers must be greater than 0"), + ) + + begin = timeseries._parse_timestamp("2026-07-01", "start") + end = timeseries._parse_timestamp("2026-07-15", "end") + + # No exception. + timeseries._upload_one_ts_data(["SWT", "EUFA.Stor.Inst.1Hour.0.Ccp-Raw", begin, end]) + + +def test_duplicate_config_ids_are_deduplicated(): + """ + A duplicate id was invisible and not free: the same window was fetched from the + source twice, written to the same staged file twice and posted to the + destination twice. A run over one project had two of them. + """ + items = [ + TimeseriesConfig(id="EUFA.Evap.Total.~1Day.1Day.Ccp-Rev", enabled=True, raw={}), + TimeseriesConfig(id="EUFA.Elev.Inst.1Hour.0.Ccp-Rev", enabled=True, raw={}), + TimeseriesConfig(id="EUFA.Evap.Total.~1Day.1Day.Ccp-Rev", enabled=True, raw={}), + ] + + work_items = timeseries._build_timeseries_work_items("SWT", items, "2026-06-01", "2026-08-03") + + assert [item[1] for item in work_items] == [ + "EUFA.Evap.Total.~1Day.1Day.Ccp-Rev", + "EUFA.Elev.Inst.1Hour.0.Ccp-Rev", + ] + + +def test_no_duplicates_means_no_warning(caplog): + import logging + caplog.set_level(logging.WARNING) + items = [ + TimeseriesConfig(id="EUFA.Evap.Total.~1Day.1Day.Ccp-Rev", enabled=True, raw={}), + TimeseriesConfig(id="EUFA.Elev.Inst.1Hour.0.Ccp-Rev", enabled=True, raw={}), + ] + + timeseries._build_timeseries_work_items("SWT", items, "2026-06-01", "2026-08-03") + + assert "appears more than once" not in caplog.text + + +def test_nothing_configured_is_not_a_warning(caplog): + """ + Zero configured is a normal config. This warned unconditionally, once per + project per phase, straight after the project header line had said zero. + """ + import logging + caplog.set_level(logging.DEBUG) + + timeseries.stage_timeseries("SWT", [], "2026-06-01", "2026-08-03") + timeseries.publish_staged_timeseries("SWT", [], "2026-06-01", "2026-08-03") + + assert not [r for r in caplog.records if r.levelno >= logging.WARNING] diff --git a/cda-etl/tests/resources/download_config_valid.yml b/cda-etl/tests/resources/download_config_valid.yml index fcf96c7bb..068379a4e 100644 --- a/cda-etl/tests/resources/download_config_valid.yml +++ b/cda-etl/tests/resources/download_config_valid.yml @@ -7,6 +7,12 @@ settings: path: "./stage" offices: - id: SWT + properties: + - categoryId: REGI + properties: + - id: SWT.GLOBAL.PROPERTY + - categoryId: REGI + all: true projects: - id: EUFA locations: @@ -15,6 +21,19 @@ offices: timeseries: - id: EUFA.Elev.Inst.1Hour.0.Ccp-Rev - id: EUFA.Flow.Inst.1Hour.0.Ccp-Rev + clobs: + - id: SWT.EUFA.PROJECT.NOTES + locationLevels: + - id: EUFA-Dam.Elev.Inst.0.Top of Flood + por: true + ratings: + - id: EUFA.Stage;Flow.Standard.Production + por: true + properties: + - categoryId: REGI + properties: + - id: EUFA.ETL.FLAG + - id: EUFA.ETL.ENABLED - id: BEND locations: - id: BEND-Outlet @@ -22,6 +41,12 @@ offices: timeseries: - id: BEND.Elev.Inst.1Hour.0.Ccp-Rev - id: BEND.Flow.Inst.1Hour.0.Ccp-Rev + clobs: [] + locationLevels: [] + ratings: [] + properties: + - categoryId: REGI + all: true - id: FWR projects: - id: RAYH @@ -31,8 +56,16 @@ offices: timeseries: - id: RAYH.Elev.Inst.1Hour.0.Ccp-Rev - id: RAYH.Flow.Inst.1Hour.0.Ccp-Rev + clobs: [] + locationLevels: [] + ratings: [] + properties: [] - id: LEWN locations: - id: LEWN-Dam timeseries: - id: LEWN.Elev.Inst.1Hour.0.Ccp-Rev + clobs: [] + locationLevels: [] + ratings: [] + properties: []