diff --git a/brukerapi/__init__.py b/brukerapi/__init__.py
index f286645..fde5579 100644
--- a/brukerapi/__init__.py
+++ b/brukerapi/__init__.py
@@ -1 +1 @@
-__all__ = ["dataset","exceptions","filters","folders", "jcampdx","schemes","utils"]
\ No newline at end of file
+__all__ = ["dataset", "exceptions", "folders", "jcampdx", "utils"]
diff --git a/brukerapi/cli.py b/brukerapi/cli.py
index 7677968..eaf6a4b 100644
--- a/brukerapi/cli.py
+++ b/brukerapi/cli.py
@@ -129,12 +129,12 @@ def report(args):
     if input.is_dir():
         # folder in-place
         if output is None:
-            Folder(input).report(format_=args.format, props=args.props, verbose=args.verbose)
+            Folder(str(input)).report(format_=args.format, props=args.props, verbose=args.verbose)
         else:
             # folder to folder -- an output folder that does not exist yet is
             # created rather than silently matching no branch and exiting 0
             output.mkdir(parents=True, exist_ok=True)
-            Folder(input).report(path_out=output, format_=args.format, props=args.props, verbose=args.verbose)
+            Folder(str(input)).report(path_out=output, format_=args.format, props=args.props, verbose=args.verbose)
     # dataset in-place
     elif output is None:
         Dataset(input, add_parameters=["subject"]).report(props=args.props, verbose=args.verbose, format_=args.format)
diff --git a/brukerapi/folders.py b/brukerapi/folders.py
index f12562a..2b2dc14 100644
--- a/brukerapi/folders.py
+++ b/brukerapi/folders.py
@@ -29,8 +29,8 @@ class Folder:
 
     def __init__(
         self,
-        path: str,
-        parent: "Folder" = None,
+        path: str | Path,
+        parent: "Folder | None" = None,
         recursive: bool | None = None,  # noqa: FBT001
         dataset_index: list | None = None,
         dataset_state: dict | None = None,
@@ -147,8 +147,9 @@ def query(self, query):
 
         self.clean(node=self)
 
-    def query_pass(self, query: str, node: "Folder" = None):
-        children_out = []
+    def query_pass(self, query: str, node: "Folder | None" = None):
+        node = self if node is None else node
+        children_out: list[Folder | Dataset | JCAMPDX] = []
         for child in node.children:
             if isinstance(child, Folder):
                 children_out.append(self.query_pass(query, node=child))
@@ -164,7 +165,7 @@ def query_pass(self, query: str, node: "Folder" = None):
         node.children = children_out
         return node
 
-    def clean(self, node: "Folder" = None) -> "Folder":
+    def clean(self, node: "Folder | None" = None) -> "Folder":
         """Remove empty folders from the tree
 
         :param node:
@@ -208,9 +209,9 @@ def get_study_list(self) -> list:
         """List of :obj:`.Study` instances contained in folder and its sub-folders"""
         return TypeFilter(Study).list(self)
 
-    def make_tree(self, *, recursive: bool = True) -> list:
+    def make_tree(self, *, recursive: bool = True) -> list["Folder | Dataset | JCAMPDX"]:
         """Build a folder tree with optimized traversal."""
-        children = []
+        children: list[Folder | Dataset | JCAMPDX] = []
         entries = list(self.path.iterdir())
 
         for path in entries:
@@ -334,8 +335,8 @@ class Study(Folder):
 
     def __init__(
         self,
-        path: str,
-        parent: "Folder" = None,
+        path: str | Path,
+        parent: "Folder | None" = None,
         recursive: bool | None = None,  # noqa: FBT001
         dataset_index: list | None = None,
         dataset_state: dict | None = None,
@@ -415,8 +416,8 @@ class Experiment(Folder):
 
     def __init__(
         self,
-        path: str,
-        parent: "Folder" = None,
+        path: str | Path,
+        parent: "Folder | None" = None,
         recursive: bool | None = None,  # noqa: FBT001
         dataset_index: list | None = None,
         dataset_state: dict | None = None,
@@ -463,7 +464,14 @@ def _get_proc(self, proc_id):
 
 
 class Processing(Folder):
-    def __init__(self, path, parent=None, recursive=None, dataset_index=None, dataset_state: dict | None = None):
+    def __init__(
+        self,
+        path: str | Path,
+        parent: "Folder | None" = None,
+        recursive: bool | None = None,  # noqa: FBT001
+        dataset_index: list | None = None,
+        dataset_state: dict | None = None,
+    ):
         """The constructor for Processing class.
 
         :param path: path to a folder
diff --git a/brukerapi/mergers.py b/brukerapi/mergers.py
index 297dda9..4ff04dd 100644
--- a/brukerapi/mergers.py
+++ b/brukerapi/mergers.py
@@ -47,8 +47,8 @@ def _merge_data(cls, dataset, fg_abs_index):
         :param fg_abs_index: index of dimension of the data array to be merged
         :return:
         """
-        slc_re = [slice(None, None, None) for _ in range(dataset.data.ndim)]
-        slc_im = [slice(None, None, None) for _ in range(dataset.data.ndim)]
+        slc_re: list[slice | int] = [slice(None, None, None) for _ in range(dataset.data.ndim)]
+        slc_im: list[slice | int] = [slice(None, None, None) for _ in range(dataset.data.ndim)]
         slc_re[fg_abs_index] = 0
         slc_im[fg_abs_index] = 1
 
diff --git a/brukerapi/utils.py b/brukerapi/utils.py
index 4070529..c4a660c 100644
--- a/brukerapi/utils.py
+++ b/brukerapi/utils.py
@@ -59,6 +59,8 @@ def simple_measurement(dataset):
         axes = (0, 1)
     elif dataset.encoded_dim == 3:
         axes = (0, 1, 2)
+    else:
+        raise ValueError("Simple measurement supports one to three encoded dimensions")
 
     return np.fft.fftshift(np.fft.fft2(dataset.data, axes=axes), axes=axes)
 
@@ -74,6 +76,8 @@ def simple_reconstruction(dataset, **kwargs):
         axes = (0, 1)
     elif dataset.encoded_dim == 3:
         axes = (0, 1, 2)
+    else:
+        raise ValueError("Simple reconstruction supports one to three encoded dimensions")
 
     data = np.fft.fftshift(np.fft.ifft2(dataset.data, axes=axes), axes=axes)
 
diff --git a/docs/source/compatibility.rst b/docs/source/compatibility.rst
index 3dd1ce9..f3b1f04 100644
--- a/docs/source/compatibility.rst
+++ b/docs/source/compatibility.rst
@@ -45,13 +45,22 @@ Data contract and limitations
 
 * FID data is returned as ordered raw k-space. ``AQ_mod=qf`` remains real;
   quadrature modes are assembled as complex data.
-* RARE/EPI phase-line ordering and EPI odd-line mirroring are applied.
-  Ramp-sampling regridding and ``RECO_qopts`` corrections are not full
-  reconstruction steps and remain the caller's responsibility.
+* RARE/EPI phase-line ordering and EPI odd-line mirroring are applied. The
+  reader uses ``ACQ_scan_size`` and the selected reconstruction's
+  ``RECO_inp_order`` when available; pulse-program scheme inference is the
+  fallback for a FID without a reconstruction. The default reconstruction is
+  the conventional first one, and ``reco_path=`` selects a different ``reco``
+  file. A disagreement between explicit metadata and the fallback inference
+  emits ``RuntimeWarning``. Ramp-sampling regridding and ``RECO_qopts``
+  corrections are not full reconstruction steps and remain the caller's
+  responsibility.
 * Rawdata jobs are returned as complex ordered samples in their stored job
   layout through ``data``. Prefer ``raw`` for the normalized
   ``(sample, shot, receiver)`` acquisition stream and ``kspace`` for validated
-  Cartesian PV360 layout conversion.
+  Cartesian PV360 layout conversion. ``STORE_discard`` jobs are omitted from
+  folder discovery because no binary exists. When both records are present,
+  ``ACQ_ScanPipeJobSettings.nStoredScans`` determines the stored shape and is
+  checked against ``ACQ_jobs``; the per-job receiver selection is also read.
 * 2dseq values are scaled as ``stored * slope + offset``. Visu slopes/offsets
   take precedence, with RECO values as fallback.
 * PV7/PV360 2dseq geometry uses the version-independent Visu geometry fields.
@@ -86,4 +95,7 @@ Data contract and limitations
   ``UnsupportedDatasetType`` rather than returning an identity matrix. A
   dataset with several slice packages cannot be described by one affine; it
   warns, and ``affine_of_package(i)`` or ``slice_packages`` gives the
-  per-package transform.
+  per-package transform. If optional slice-package metadata is absent (notably
+  in PV5.1), contiguous frames with a common orientation are treated as one
+  package. Consequently two adjacent inferred packages with the same
+  orientation cannot be distinguished.
diff --git a/docs/source/tutorials/how-to-2dseq.rst b/docs/source/tutorials/how-to-2dseq.rst
index d035eba..cb0d85a 100644
--- a/docs/source/tutorials/how-to-2dseq.rst
+++ b/docs/source/tutorials/how-to-2dseq.rst
@@ -63,6 +63,12 @@ in-memory datasets, including their own geometry, with:
    for package in dataset.slice_packages:
        print(package.data.shape, package.affine, package.resolution)
 
+This also works for older PV5.1 datasets that do not have the optional
+``VisuCoreSlicePacks*`` parameters. In that case packages are inferred from
+contiguous frames with the same orientation. This inference cannot distinguish
+two immediately adjacent packages that share an orientation; PV6 and later
+datasets use the explicit package descriptors when available.
+
 Use memory-mapped random access when only a sub-array is needed:
 
 .. code-block:: python
diff --git a/docs/source/tutorials/how-to-fid.rst b/docs/source/tutorials/how-to-fid.rst
index 1b6f6ba..5d62735 100644
--- a/docs/source/tutorials/how-to-fid.rst
+++ b/docs/source/tutorials/how-to-fid.rst
@@ -33,6 +33,24 @@ Use the explicit views in new code: ``dataset.raw`` is the decoded acquisition
 stream with axes ``(sample, shot, receiver)``; ``dataset.kspace`` is the same
 ordered k-space exposed through ``data`` for compatibility.
 
+When an experiment has a reconstruction, its ``reco`` declaration is used to
+determine EPI continuous-train handling and odd-line reversal
+(``RECO_inp_order=REV_ALT_ROWS``). The conventional first reconstruction is
+used by default. Select another reconstruction explicitly when its input-order
+metadata is the one that corresponds to the data being read:
+
+.. code-block:: python
+
+   dataset = Dataset(
+       'path/to/fid',
+       reco_path='path/to/pdata/2/reco',
+   )
+
+For a FID without a reconstruction, the reader falls back to the acquisition
+declaration and, where necessary, the pulse-program scheme inference. A
+``RuntimeWarning`` is emitted if the selected ``reco`` and scheme inference
+disagree; the declared reconstruction value is used.
+
 For custom pulse-program names the scheme is inferred from acquisition
 metadata. An explicit override is available when inference is ambiguous:
 
diff --git a/docs/source/tutorials/how-to-rawdata.rst b/docs/source/tutorials/how-to-rawdata.rst
index eb47a1c..26db5f1 100644
--- a/docs/source/tutorials/how-to-rawdata.rst
+++ b/docs/source/tutorials/how-to-rawdata.rst
@@ -31,3 +31,18 @@ metadata-reordered array. BART consumers can request its 16-axis layout:
 decoded job layout. It emits ``FutureWarning`` because that layout differs from
 FID ``data``. Prefer ``raw`` or ``kspace`` in new applications. EPI and
 non-Cartesian jobs are not reconstructed by ``kspace``.
+
+Job discovery honours ``ACQ_ScanPipeJobSettings``. Jobs marked
+``STORE_discard`` are deliberately omitted because ParaVision does not write a
+corresponding ``rawdata.jobN`` file. For a present job, the reader sizes its
+data from the settings record's ``nStoredScans`` and exposes the relevant
+per-job metadata:
+
+.. code-block:: python
+
+   settings = rawdata.rawdata_job_settings
+   scans = rawdata.rawdata_stored_scans
+   receivers = rawdata.rawdata_channels
+
+If the settings and ``ACQ_jobs`` records disagree about the stored scan count,
+the settings value is used and a ``RuntimeWarning`` identifies the mismatch.
diff --git a/poetry.lock b/poetry.lock
index 92d4129..e782f38 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,5 +1,169 @@
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+]
+
+[package.dependencies]
+exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
+idna = ">=2.8"
+typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
+
+[package.extras]
+trio = ["trio (>=0.32.0)"]
+
+[[package]]
+name = "brotli"
+version = "1.2.0"
+description = "Python bindings for the Brotli compression library"
+optional = true
+python-versions = "*"
+groups = ["main"]
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+    {file = "coverage-7.15.2-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:bcc0aae933921d03096f53b0b03eeb702129fd406dee59f08d2efacc68681fa5"},
+    {file = "coverage-7.15.2-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:7c63387e21ab21f512c69c9756a8c7dadd322c7275edb064064433c9a09c3743"},
+    {file = "coverage-7.15.2-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:0e55510bc98ae943cece9e667a6c0fe94c6a92913720dea34243657a17993d0c"},
+    {file = "coverage-7.15.2-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:2ff08701be2d1556fc78b326c80a3e8042da09352ecb3819105f8e386c8a3071"},
+    {file = "coverage-7.15.2-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:38c9518b7103826c403a461544e3c2e77151e8676d06eaed85911a97e962584a"},
+    {file = "coverage-7.15.2-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:dee88b1ed88587abd8c0269a1fc1f4cc77f7750d1dfde2869e2a123af420e67d"},
+    {file = "coverage-7.15.2-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:2fbeeeecea279727f8ac16c8e1133ddfeee793e985c86ae343d6a5ce744eef8c"},
+    {file = "coverage-7.15.2-cp314-cp314t-win32.whl", hash = "sha256:cb0fddaa6884be6aae36ced9544b5e90f7d5f03845a2853bf47a14953a4e8688"},
+    {file = "coverage-7.15.2-cp314-cp314t-win_amd64.whl", hash = "sha256:77f091ea3a9cc611cd29f433565476bc1936c084ac8eee00ea0e7e70c27e4199"},
+    {file = "coverage-7.15.2-cp314-cp314t-win_arm64.whl", hash = "sha256:6fc448c377d6eeb00a47c673494bd9bae29280ca53987e1869e67ebedfe20658"},
+    {file = "coverage-7.15.2-py3-none-any.whl", hash = "sha256:eb6bcae8d1a9d305351ecb108232441d11c5cfe9de840a04388ba5d2db8d735c"},
+    {file = "coverage-7.15.2.tar.gz", hash = "sha256:3df60dc267f0a2ca23cb7a9ab1109c62b9335ffbf519fcfe167157c28c09b81d"},
 ]
 
 [package.dependencies]
@@ -347,7 +435,7 @@ description = "Backport of PEP 654 (exception groups)"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"dev\" and python_version < \"3.11\""
+markers = "extra == \"dev\" and python_version == \"3.10\""
 files = [
     {file = "exceptiongroup-1.3.1-py3-none-any.whl", hash = "sha256:a7a39a3bd276781e98394987d3a5701d0c4edffb633bb7a5144577f82c773598"},
     {file = "exceptiongroup-1.3.1.tar.gz", hash = "sha256:8b412432c6055b0b7d14c310000ae93352ed6754f70fa8f7c34141f91c4e3219"},
@@ -360,52 +448,194 @@ typing-extensions = {version = ">=4.6.0", markers = "python_version < \"3.13\""}
 test = ["pytest (>=6)"]
 
 [[package]]
-name = "humanize"
-version = "4.10.0"
-description = "Python humanize utilities"
+name = "h11"
+version = "0.16.0"
+description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
+optional = true
+python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"dev\""
+files = [
+    {file = "h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86"},
+    {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"},
+]
+
+[[package]]
+name = "h2"
+version = "4.4.0"
+description = "Pure-Python HTTP/2 protocol implementation"
+optional = true
+python-versions = ">=3.10"
+groups = ["main"]
+markers = "extra == \"dev\""
+files = [
+    {file = "h2-4.4.0-py3-none-any.whl", hash = "sha256:6acffe1aeab79098d7eb0f8385c1add11f2c7a94815f6fa2b7060eeddee3d87c"},
+    {file = "h2-4.4.0.tar.gz", hash = "sha256:46b551bdcdc7e83cf5c04d0bf93badb8a939bd2287d9fee1abb23a445b9e0580"},
+]
+
+[package.dependencies]
+hpack = ">=4.2,<5"
+hyperframe = ">=6.1,<7"
+
+[[package]]
+name = "hpack"
+version = "4.2.0"
+description = "Pure-Python HPACK header encoding"
+optional = true
+python-versions = ">=3.10"
+groups = ["main"]
+markers = "extra == \"dev\""
+files = [
+    {file = "hpack-4.2.0-py3-none-any.whl", hash = "sha256:858ac0b02280fa582b5080d68db0899c62a80375e0e5413a74970c5e518b6986"},
+    {file = "hpack-4.2.0.tar.gz", hash = "sha256:0895cfa3b5531fc65fe439c05eb65144f123bf7a394fcaa56aa423548d8e45c0"},
+]
+
+[[package]]
+name = "httpcore"
+version = "1.0.9"
+description = "A minimal low-level HTTP client."
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "python_version == \"3.8\" and extra == \"dev\""
+markers = "extra == \"dev\""
 files = [
-    {file = "humanize-4.10.0-py3-none-any.whl", hash = "sha256:39e7ccb96923e732b5c2e27aeaa3b10a8dfeeba3eb965ba7b74a3eb0e30040a6"},
-    {file = "humanize-4.10.0.tar.gz", hash = "sha256:06b6eb0293e4b85e8d385397c5868926820db32b9b654b932f57fa41c23c9978"},
+    {file = "httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55"},
+    {file = "httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8"},
 ]
 
+[package.dependencies]
+certifi = "*"
+h11 = ">=0.16"
+
 [package.extras]
-tests = ["freezegun", "pytest", "pytest-cov"]
+asyncio = ["anyio (>=4.0,<5.0)"]
+http2 = ["h2 (>=3,<5)"]
+socks = ["socksio (==1.*)"]
+trio = ["trio (>=0.22.0,<1.0)"]
 
 [[package]]
-name = "humanize"
-version = "4.13.0"
-description = "Python humanize utilities"
+name = "httpcorexyz"
+version = "1.1.1"
+description = "A minimal low-level HTTP client."
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version >= \"3.9\" and extra == \"dev\""
+markers = "extra == \"dev\""
 files = [
-    {file = "humanize-4.13.0-py3-none-any.whl", hash = "sha256:b810820b31891813b1673e8fec7f1ed3312061eab2f26e3fa192c393d11ed25f"},
-    {file = "humanize-4.13.0.tar.gz", hash = "sha256:78f79e68f76f0b04d711c4e55d32bebef5be387148862cb1ef83d2b58e7935a0"},
+    {file = "httpcorexyz-1.1.1-py3-none-any.whl", hash = "sha256:58becd21f127c0a846813d0705f9e0c27c16c867bb436813667f569d4f0ba94e"},
+    {file = "httpcorexyz-1.1.1.tar.gz", hash = "sha256:0b8dbbe8ffaccd20b7c755d92129f9fb04a23f2ef22b32ff82e2d1c7fcfee803"},
 ]
 
+[package.dependencies]
+certifi = ">=2026.2.25"
+h11 = ">=0.16"
+
 [package.extras]
-tests = ["freezegun", "pytest", "pytest-cov"]
+asyncio = ["anyio (>=4.5.0,<5.0)"]
+http2 = ["h2 (>=3,<5)"]
+socks = ["socksio (==1.*)"]
+trio = ["trio (>=0.22.0,<1.0)"]
 
 [[package]]
-name = "idna"
-version = "3.15"
-description = "Internationalized Domain Names in Applications (IDNA)"
+name = "httpx"
+version = "0.28.1"
+description = "The next generation HTTP client."
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "python_version == \"3.8\" and extra == \"dev\""
+markers = "extra == \"dev\""
 files = [
-    {file = "idna-3.15-py3-none-any.whl", hash = "sha256:048adeaf8c2d788c40fee287673ccaa74c24ffd8dcf09ffa555a2fbb59f10ac8"},
-    {file = "idna-3.15.tar.gz", hash = "sha256:ca962446ea538f7092a95e057da437618e886f4d349216d2b1e294abfdb65fdc"},
+    {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"},
+    {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
 ]
 
+[package.dependencies]
+anyio = "*"
+certifi = "*"
+httpcore = "==1.*"
+idna = "*"
+
 [package.extras]
-all = ["mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
+cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
+http2 = ["h2 (>=3,<5)"]
+socks = ["socksio (==1.*)"]
+zstd = ["zstandard (>=0.18.0)"]
+
+[[package]]
+name = "httpx-retries"
+version = "0.6.0"
+description = "A retry layer for HTTPX."
+optional = true
+python-versions = ">=3.10"
+groups = ["main"]
+markers = "extra == \"dev\""
+files = [
+    {file = "httpx_retries-0.6.0-py3-none-any.whl", hash = "sha256:d1e52a8f68a5df42de75ab89049d5020b2d0ab2f5f8bceacda008d12aa1257a3"},
+    {file = "httpx_retries-0.6.0.tar.gz", hash = "sha256:3e0b404969a564829d368417964fd21e6b400a10d17c92d29b8bc247ce8186e3"},
+]
+
+[package.dependencies]
+httpx = ">=0.20.0"
+
+[[package]]
+name = "httpxyz"
+version = "0.31.2"
+description = "Friendly fork of the next generation HTTP client."
+optional = true
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"dev\""
+files = [
+    {file = "httpxyz-0.31.2-py3-none-any.whl", hash = "sha256:1e8058b7324aaf875efb6b4cf5a5a423f4ac101fd4af515349fb4e1d3e4d4441"},
+    {file = "httpxyz-0.31.2.tar.gz", hash = "sha256:da96c2f35c724023b9395b1df718f7d52d049b8424a0c919ca0fe2b64dce73a0"},
+]
+
+[package.dependencies]
+anyio = "*"
+brotli = {version = "*", optional = true, markers = "platform_python_implementation == \"CPython\" and extra == \"brotli\""}
+brotlicffi = {version = "*", optional = true, markers = "platform_python_implementation != \"CPython\" and extra == \"brotli\""}
+certifi = "*"
+h2 = {version = ">=3,<5", optional = true, markers = "extra == \"http2\""}
+httpcorexyz = ">=1.1.1"
+idna = "*"
+zstandard = {version = ">=0.18.0", optional = true, markers = "extra == \"zstd\""}
+
+[package.extras]
+brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
+cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<15)"]
+http2 = ["h2 (>=3,<5)"]
+socks = ["socksio (==1.*)"]
+zstd = ["zstandard (>=0.18.0)"]
+
+[[package]]
+name = "humanize"
+version = "4.16.0"
+description = "Python humanize utilities"
+optional = true
+python-versions = ">=3.10"
+groups = ["main"]
+markers = "extra == \"dev\""
+files = [
+    {file = "humanize-4.16.0-py3-none-any.whl", hash = "sha256:353eb2f34c09d098b2880eee8bef21832eae6d174f48c5762fff7e5fcb74d01d"},
+    {file = "humanize-4.16.0.tar.gz", hash = "sha256:7dc2244a2f84a4bfb1d36c37bac80cd78e35cdc5c119206d87b018e1445f3a3f"},
+]
+
+[package.extras]
+tests = ["freezegun", "pytest (>=9)", "pytest-benchmark", "pytest-codspeed", "pytest-cov"]
+
+[[package]]
+name = "hyperframe"
+version = "6.1.0"
+description = "Pure-Python HTTP/2 framing"
+optional = true
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"dev\""
+files = [
+    {file = "hyperframe-6.1.0-py3-none-any.whl", hash = "sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5"},
+    {file = "hyperframe-6.1.0.tar.gz", hash = "sha256:f630908a00854a7adeabd6382b43923a4c4cd4b821fcb527e6ab9e15382a3b08"},
+]
 
 [[package]]
 name = "idna"
@@ -414,7 +644,7 @@ description = "Internationalized Domain Names in Applications (IDNA)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version >= \"3.9\" and extra == \"dev\""
+markers = "extra == \"dev\""
 files = [
     {file = "idna-3.18-py3-none-any.whl", hash = "sha256:7f952cbe720b688055e3f87de14f5c3e5fdaa8bc3928985c4077ca689de849a2"},
     {file = "idna-3.18.tar.gz", hash = "sha256:ffb385a7e039654cef1ab9ef32c6fafe283c0c0467bba1d9029738ce4a14a848"},
@@ -425,110 +655,176 @@ all = ["mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
 
 [[package]]
 name = "iniconfig"
-version = "2.1.0"
+version = "2.3.0"
 description = "brain-dead simple config-ini parsing"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["main"]
 markers = "extra == \"dev\""
 files = [
-    {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
-    {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
+    {file = "iniconfig-2.3.0-py3-none-any.whl", hash = "sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12"},
+    {file = "iniconfig-2.3.0.tar.gz", hash = "sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730"},
+]
+
+[[package]]
+name = "loguru"
+version = "0.7.2"
+description = "Python logging made (stupidly) simple"
+optional = true
+python-versions = ">=3.5"
+groups = ["main"]
+markers = "python_version >= \"3.13\" and extra == \"dev\""
+files = [
+    {file = "loguru-0.7.2-py3-none-any.whl", hash = "sha256:003d71e3d3ed35f0f8984898359d65b79e5b21943f78af86aa5491210429b8eb"},
+    {file = "loguru-0.7.2.tar.gz", hash = "sha256:e671a53522515f34fd406340ee968cb9ecafbc4b36c679da03c18fd8d0bd51ac"},
 ]
 
+[package.dependencies]
+colorama = {version = ">=0.3.4", markers = "sys_platform == \"win32\""}
+win32-setctime = {version = ">=1.0.0", markers = "sys_platform == \"win32\""}
+
+[package.extras]
+dev = ["Sphinx (==7.2.5) ; python_version >= \"3.9\"", "colorama (==0.4.5) ; python_version < \"3.8\"", "colorama (==0.4.6) ; python_version >= \"3.8\"", "exceptiongroup (==1.1.3) ; python_version >= \"3.7\" and python_version < \"3.11\"", "freezegun (==1.1.0) ; python_version < \"3.8\"", "freezegun (==1.2.2) ; python_version >= \"3.8\"", "mypy (==0.910) ; python_version < \"3.6\"", "mypy (==0.971) ; python_version == \"3.6\"", "mypy (==1.4.1) ; python_version == \"3.7\"", "mypy (==1.5.1) ; python_version >= \"3.8\"", "pre-commit (==3.4.0) ; python_version >= \"3.8\"", "pytest (==6.1.2) ; python_version < \"3.8\"", "pytest (==7.4.0) ; python_version >= \"3.8\"", "pytest-cov (==2.12.1) ; python_version < \"3.8\"", "pytest-cov (==4.1.0) ; python_version >= \"3.8\"", "pytest-mypy-plugins (==1.9.3) ; python_version >= \"3.6\" and python_version < \"3.8\"", "pytest-mypy-plugins (==3.0.0) ; python_version >= \"3.8\"", "sphinx-autobuild (==2021.3.14) ; python_version >= \"3.9\"", "sphinx-rtd-theme (==1.3.0) ; python_version >= \"3.9\"", "tox (==3.27.1) ; python_version < \"3.8\"", "tox (==4.11.0) ; python_version >= \"3.8\""]
+
+[[package]]
+name = "loguru"
+version = "0.7.3"
+description = "Python logging made (stupidly) simple"
+optional = true
+python-versions = "<4.0,>=3.5"
+groups = ["main"]
+markers = "python_version < \"3.13\" and extra == \"dev\""
+files = [
+    {file = "loguru-0.7.3-py3-none-any.whl", hash = "sha256:31a33c10c8e1e10422bfd431aeb5d351c7cf7fa671e3c4df004162264b28220c"},
+    {file = "loguru-0.7.3.tar.gz", hash = "sha256:19480589e77d47b8d85b2c827ad95d49bf31b0dcde16593892eb51dd18706eb6"},
+]
+
+[package.dependencies]
+colorama = {version = ">=0.3.4", markers = "sys_platform == \"win32\""}
+win32-setctime = {version = ">=1.0.0", markers = "sys_platform == \"win32\""}
+
+[package.extras]
+dev = ["Sphinx (==8.1.3) ; python_version >= \"3.11\"", "build (==1.2.2) ; python_version >= \"3.11\"", "colorama (==0.4.5) ; python_version < \"3.8\"", "colorama (==0.4.6) ; python_version >= \"3.8\"", "exceptiongroup (==1.1.3) ; python_version >= \"3.7\" and python_version < \"3.11\"", "freezegun (==1.1.0) ; python_version < \"3.8\"", "freezegun (==1.5.0) ; python_version >= \"3.8\"", "mypy (==0.910) ; python_version < \"3.6\"", "mypy (==0.971) ; python_version == \"3.6\"", "mypy (==1.13.0) ; python_version >= \"3.8\"", "mypy (==1.4.1) ; python_version == \"3.7\"", "myst-parser (==4.0.0) ; python_version >= \"3.11\"", "pre-commit (==4.0.1) ; python_version >= \"3.9\"", "pytest (==6.1.2) ; python_version < \"3.8\"", "pytest (==8.3.2) ; python_version >= \"3.8\"", "pytest-cov (==2.12.1) ; python_version < \"3.8\"", "pytest-cov (==5.0.0) ; python_version == \"3.8\"", "pytest-cov (==6.0.0) ; python_version >= \"3.9\"", "pytest-mypy-plugins (==1.9.3) ; python_version >= \"3.6\" and python_version < \"3.8\"", "pytest-mypy-plugins (==3.1.0) ; python_version >= \"3.8\"", "sphinx-rtd-theme (==3.0.2) ; python_version >= \"3.11\"", "tox (==3.27.1) ; python_version < \"3.8\"", "tox (==4.23.2) ; python_version >= \"3.8\"", "twine (==6.0.1) ; python_version >= \"3.11\""]
+
 [[package]]
 name = "numpy"
-version = "1.24.4"
+version = "2.2.6"
 description = "Fundamental package for array computing in Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["main"]
-markers = "python_version == \"3.8\""
-files = [
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 ]
 
-[package.dependencies]
-colorama = {version = "*", markers = "sys_platform == \"win32\""}
-exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
-iniconfig = "*"
-packaging = "*"
-pluggy = ">=1.5,<2"
-tomli = {version = ">=1", markers = "python_version < \"3.11\""}
-
-[package.extras]
-dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
-
 [[package]]
 name = "pytest"
-version = "8.4.2"
+version = "9.1.1"
 description = "pytest: simple powerful testing with Python"
 optional = true
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
-markers = "python_version >= \"3.9\" and extra == \"dev\""
+markers = "extra == \"dev\""
 files = [
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+    {file = "pytest-9.1.1-py3-none-any.whl", hash = "sha256:37a86b45efb9a47a61a36449063e8e18d0cab3161329fc099eb21783169c4f0c"},
+    {file = "pytest-9.1.1.tar.gz", hash = "sha256:1088fbde8f2b49d95a549a195707afa7a76a3ce9bcadc26b6d71f0ffda5fe313"},
 ]
 
 [package.dependencies]
 colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1", markers = "python_version < \"3.11\""}
-iniconfig = ">=1"
-packaging = ">=20"
+iniconfig = ">=1.0.1"
+packaging = ">=22"
 pluggy = ">=1.5,<2"
 pygments = ">=2.7.2"
 tomli = {version = ">=1", markers = "python_version < \"3.11\""}
@@ -643,26 +934,6 @@ tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 [package.extras]
 dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
 
-[[package]]
-name = "pytest-cov"
-version = "5.0.0"
-description = "Pytest plugin for measuring coverage."
-optional = true
-python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_version == \"3.8\" and extra == \"dev\""
-files = [
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-]
-
-[package.dependencies]
-coverage = {version = ">=5.2.1", extras = ["toml"]}
-pytest = ">=4.6"
-
-[package.extras]
-testing = ["fields", "hunter", "process-tests", "pytest-xdist", "virtualenv"]
-
 [[package]]
 name = "pytest-cov"
 version = "7.1.0"
@@ -670,7 +941,7 @@ description = "Pytest plugin for measuring coverage."
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version >= \"3.9\" and extra == \"dev\""
+markers = "extra == \"dev\""
 files = [
     {file = "pytest_cov-7.1.0-py3-none-any.whl", hash = "sha256:a0461110b7865f9a271aa1b51e516c9a95de9d696734a2f71e3e78f46e1d4678"},
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@@ -767,79 +1038,33 @@ files = [
     {file = "pyyaml-6.0.3.tar.gz", hash = "sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f"},
 ]
 
-[[package]]
-name = "requests"
-version = "2.32.4"
-description = "Python HTTP for Humans."
-optional = true
-python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_version == \"3.8\" and extra == \"dev\""
-files = [
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-
-[package.dependencies]
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-charset_normalizer = ">=2,<4"
-idna = ">=2.5,<4"
-urllib3 = ">=1.21.1,<3"
-
-[package.extras]
-socks = ["PySocks (>=1.5.6,!=1.5.7)"]
-use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
-
-[[package]]
-name = "requests"
-version = "2.32.5"
-description = "Python HTTP for Humans."
-optional = true
-python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version >= \"3.9\" and extra == \"dev\""
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-charset_normalizer = ">=2,<4"
-idna = ">=2.5,<4"
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-[package.extras]
-socks = ["PySocks (>=1.5.6,!=1.5.7)"]
-use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
-
 [[package]]
 name = "ruff"
-version = "0.15.22"
+version = "0.16.0"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"dev\""
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+    {file = "ruff-0.16.0.tar.gz", hash = "sha256:e460aafd5495ec89efaa6ced2e4a9a581116451e1c88b9d37ef497e0f8e93982"},
 ]
 
 [[package]]
@@ -901,18 +1126,27 @@ files = [
 ]
 
 [[package]]
-name = "typing-extensions"
-version = "4.13.2"
-description = "Backported and Experimental Type Hints for Python 3.8+"
+name = "tqdm"
+version = "4.69.1"
+description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"dev\" and python_version == \"3.8\""
+markers = "extra == \"dev\""
 files = [
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+    {file = "tqdm-4.69.1-py3-none-any.whl", hash = "sha256:0a654b96f7a2660cceb615b56f307ec2bef96c515409014a429a561981ab52b4"},
+    {file = "tqdm-4.69.1.tar.gz", hash = "sha256:2be21080a0ce17e902c2f1baeb6a74bf551b67bbdfa4bc0109fad471d0b4cb0d"},
 ]
 
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+discord = ["envwrap", "requests"]
+notebook = ["ipywidgets (>=6)"]
+slack = ["envwrap", "slack-sdk"]
+telegram = ["envwrap", "requests"]
+
 [[package]]
 name = "typing-extensions"
 version = "4.16.0"
@@ -920,84 +1154,170 @@ description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"dev\" and python_version < \"3.11\" and python_version >= \"3.9\""
+markers = "python_version < \"3.13\" and extra == \"dev\""
 files = [
     {file = "typing_extensions-4.16.0-py3-none-any.whl", hash = "sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8"},
     {file = "typing_extensions-4.16.0.tar.gz", hash = "sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5"},
 ]
 
 [[package]]
-name = "urllib3"
-version = "2.2.3"
-description = "HTTP library with thread-safe connection pooling, file post, and more."
+name = "win32-setctime"
+version = "1.2.0"
+description = "A small Python utility to set file creation time on Windows"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.5"
 groups = ["main"]
-markers = "python_version == \"3.8\" and extra == \"dev\""
+markers = "extra == \"dev\" and sys_platform == \"win32\""
 files = [
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+    {file = "win32_setctime-1.2.0-py3-none-any.whl", hash = "sha256:95d644c4e708aba81dc3704a116d8cbc974d70b3bdb8be1d150e36be6e9d1390"},
+    {file = "win32_setctime-1.2.0.tar.gz", hash = "sha256:ae1fdf948f5640aae05c511ade119313fb6a30d7eabe25fef9764dca5873c4c0"},
 ]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""]
-h2 = ["h2 (>=4,<5)"]
-socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
-zstd = ["zstandard (>=0.18.0)"]
+dev = ["black (>=19.3b0) ; python_version >= \"3.6\"", "pytest (>=4.6.2)"]
 
 [[package]]
-name = "urllib3"
-version = "2.6.3"
-description = "HTTP library with thread-safe connection pooling, file post, and more."
+name = "zenodo-get"
+version = "3.0.3"
+description = "Zenodo_get - a downloader for Zenodo records"
 optional = true
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
-markers = "python_version >= \"3.9\" and extra == \"dev\""
+markers = "extra == \"dev\""
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+    {file = "zstandard-0.25.0.tar.gz", hash = "sha256:7713e1179d162cf5c7906da876ec2ccb9c3a9dcbdffef0cc7f70c3667a205f0b"},
 ]
 
-[package.dependencies]
-humanize = "*"
-requests = "*"
-wget = "*"
+[package.extras]
+cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and python_version < \"3.14\"", "cffi (>=2.0.0b0) ; platform_python_implementation != \"PyPy\" and python_version >= \"3.14\""]
 
 [extras]
-dev = ["pytest", "pytest-cov", "ruff", "zenodo_get"]
+dev = ["pyrefly", "pytest", "pytest-cov", "ruff", "zenodo_get"]
 
 [metadata]
 lock-version = "2.1"
-python-versions = ">=3.8"
-content-hash = "d5e11e0085b2bf7fe2f684f9a9eb8fa63b2f8e7a62d45b4c379fc411b7896267"
+python-versions = ">=3.10"
+content-hash = "1c4cf26c88560ad3d16a6a40e1853d58609ef92745b1cefdb76bd3331e725697"
diff --git a/pyproject.toml b/pyproject.toml
index 2b3f299..c7e7b73 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -14,10 +14,9 @@ maintainers = [{ name = "Jiri Vitous", email = "vitous@isibrno.cz" }]
 
 license = { text = "MIT" }
 readme = "README.rst"
-requires-python = ">=3.8"
+requires-python = ">=3.10"
 dependencies = [
-    "numpy<2; python_version<'3.9'",
-    "numpy>=1.26.0; python_version>='3.9'",
+    "numpy>=2.1; python_version>='3.10'",
     "pyyaml",
 ]
 
@@ -33,7 +32,7 @@ include-package-data = true
 zip-safe = false
 
 [project.optional-dependencies]
-dev = ["pytest", "zenodo_get", "ruff==0.16.0", "pytest-cov"]
+dev = ["pytest", "zenodo_get", "ruff==0.16.0", "pytest-cov","pyrefly"]
 
 
 [tool.ruff.lint]
@@ -83,3 +82,8 @@ target-version = "py313"
 quote-style = "double"
 indent-style = "space"
 docstring-code-format = true
+
+[tool.pyrefly]
+project-includes = [
+    "brukerapi/**/*.py",
+]