DM-42116: Fix numpydoc doc strings and enable validation

.github/workflows/docstyle.yaml

@@ -11,3 +11,18 @@ jobs:
     uses: lsst/rubin_workflows/.github/workflows/docstyle.yaml@main
     with:
       args: "python/"
+  numpydoc:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+
+      - name: Set up Python
+        uses: actions/setup-python@v4
+
+      - name: Install numpydoc
+        run: |
+          python -m pip install --upgrade pip
+          python -m pip install numpydoc
+
+      - name: Validate docstrings
+        run: python -m numpydoc.hooks.validate_docstrings $(find python -name "*.py")

.pre-commit-config.yaml

@@ -16,12 +16,16 @@ repos:
         # https://pre-commit.com/#top_level-default_language_version
         language_version: python3.11
   - repo: https://github.com/pycqa/isort
-    rev: 5.12.0
+    rev: 5.13.1
     hooks:
       - id: isort
         name: isort (python)
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.1.6
+    rev: v0.1.7
     hooks:
       - id: ruff
+  - repo: https://github.com/numpy/numpydoc
+    rev: "v1.6.0"
+    hooks:
+      - id: numpydoc-validation

doc/changes/DM-34696.misc.rst

@@ -1 +1 @@
-* Added workarounds for mypy errors in `lsst.pipe.base.Struct` and `lsst.pipe.base.PipelineTask`.
+* Added workarounds for mypy errors in `lsst.pipe.base.Struct` and `lsst.pipe.base.PipelineTask`.

pyproject.toml

@@ -177,3 +177,23 @@ convention = "numpy"
 [tool.ruff.per-file-ignores]
 # Do not need to add class docs to the example classes.
 "doc/_static/pipe_base/PipelineTask_Examples/*.py" = ["D101"]
+
+[tool.numpydoc_validation]
+checks = [
+    "all",  # All except the rules listed below.
+    "SA01",  # See Also section.
+    "EX01",  # Example section.
+    "SS06",  # Summary can go into second line.
+    "GL01",  # Summary text can start on same line as """
+    "GL08",  # Do not require docstring.
+    "ES01",  # No extended summary required.
+    "RT01",  # Unfortunately our @property trigger this.
+    "RT02",  # Does not want named return value. DM style says we do.
+    "SS05",  # pydocstyle is better at finding infinitive verb.
+]
+exclude = [
+    '^__init__$',
+    "^test_.*",  # Do not test docstrings in test code.
+    '^commands\.',  # Click docstrings, not numpydoc
+    '\._[a-zA-Z_]+$',  # Private methods.
+]

python/lsst/pipe/base/_datasetQueryConstraints.py

@@ -80,9 +80,18 @@ def fromExpression(cls, expression: str) -> "DatasetQueryConstraintVariant":
         """Select and return the correct Variant that corresponds to the input
         expression.
 
-        Valid values are ``all`` for all inputs dataset types in pipeline,
-        ``off`` to not consider dataset type existence as a constraint, single
-        or comma-separated list of dataset type names.
+        Parameters
+        ----------
+        expression : `str`
+            Input expression. Valid values are ``all`` for all inputs dataset
+            types in pipeline, ``off`` to not consider dataset type existence
+            as a constraint, single or comma-separated list of dataset type
+            names.
+
+        Returns
+        -------
+        variant : `DatasetQueryConstraintVariant`
+            Correct variant for this expression.
         """
         if not isinstance(expression, str):
             raise ValueError("Expression must be a string")

python/lsst/pipe/base/_dataset_handle.py

@@ -51,9 +51,26 @@ def _default_dataId() -> DataCoordinate:
 class InMemoryDatasetHandle:
     """An in-memory version of a `~lsst.daf.butler.DeferredDatasetHandle`.
 
-    If ``dataId`` is not specified, a default empty dataId will be constructed.
-    If ``kwargs`` are provided without specifying a ``dataId``, those
-    parameters will be converted into a dataId-like entity.
+    Parameters
+    ----------
+    inMemoryDataset : `~typing.Any`
+        The dataset to be used by this handle.
+    storageClass : `~lsst.daf.butler.StorageClass` or `None`, optional
+        The storage class associated with the in-memory dataset. If `None`
+        and if a storage class is needed, an attempt will be made to work one
+        out from the underlying python type.
+    parameters : `dict` [`str`, `~typing.Any`]
+        Parameters to be used with `get`.
+    dataId : `~lsst.daf.butler.DataId` or `None`, optional
+        The dataId associated with this dataset. Only used for compatibility
+        with the Butler implementation. Can be used for logging messages
+        by calling code. If ``dataId`` is not specified, a default empty
+        dataId will be constructed.
+    copy : `bool`, optional
+        Whether to copy on `get` or not.
+    **kwargs : `~typing.Any`
+        If ``kwargs`` are provided without specifying a ``dataId``, those
+        parameters will be converted into a dataId-like entity.
     """
 
     _empty = DataCoordinate.make_empty(DimensionUniverse())

python/lsst/pipe/base/_instrument.py

@@ -133,7 +133,6 @@ def register(self, registry: Registry, *, update: bool = False) -> None:
                 registry.syncDimensionData("instrument", ...)
                 registry.syncDimensionData("detector", ...)
                 self.registerFilters(registry)
-
         """
         raise NotImplementedError()
 
@@ -227,7 +226,7 @@ def from_string(
 
         See Also
         --------
-        Instrument.fromName
+        Instrument.fromName : Constructing Instrument from a name.
         """
         if "." not in name and registry is not None:
             try:

python/lsst/pipe/base/_quantumContext.py

@@ -221,7 +221,7 @@ def _get(self, ref: DeferredDatasetRef | DatasetRef | None) -> Any:
             return self.__butler.get(ref)
 
     def _put(self, value: Any, ref: DatasetRef) -> None:
-        """Store data in butler"""
+        """Store data in butler."""
         self._checkMembership(ref, self.allOutputs)
         self.__butler.put(value, ref)
 
@@ -234,11 +234,11 @@ def get(
         | DeferredDatasetRef
         | None,
     ) -> Any:
-        """Fetch data from the butler
+        """Fetch data from the butler.
 
         Parameters
         ----------
-        dataset
+        dataset : see description
             This argument may either be an `InputQuantizedConnection` which
             describes all the inputs of a quantum, a list of
             `~lsst.daf.butler.DatasetRef`, or a single
@@ -348,7 +348,8 @@ def put(
             only a single object need be passed. The same restriction applies
             if dataset is directly a `list` of `~lsst.daf.butler.DatasetRef`
             or a single `~lsst.daf.butler.DatasetRef`.
-        dataset
+        dataset : `OutputQuantizedConnection` or `list`[`DatasetRef`] \
+                or `DatasetRef`
             This argument may either be an `InputQuantizedConnection` which
             describes all the inputs of a quantum, a list of
             `lsst.daf.butler.DatasetRef`, or a single

python/lsst/pipe/base/_task_metadata.py

@@ -43,7 +43,7 @@
 
 
 class PropertySetLike(Protocol):
-    """Protocol that looks like a ``lsst.daf.base.PropertySet``
+    """Protocol that looks like a ``lsst.daf.base.PropertySet``.
 
     Enough of the API is specified to support conversion of a
     ``PropertySet`` to a `TaskMetadata`.
@@ -164,7 +164,7 @@ def add(self, name: str, value: Any) -> None:
         ----------
         name : `str`
             Name of the metadata property.
-        value
+        value : `~typing.Any`
             Metadata property value.
         """
         keys = self._getKeys(name)
@@ -265,7 +265,7 @@ def names(self, topLevelOnly: bool | None = None) -> set[str]:
 
         Parameters
         ----------
-        topLevelOnly  : `bool` or `None`, optional
+        topLevelOnly : `bool` or `None`, optional
             This parameter is deprecated and will be removed in the future.
             If given it can only be `False`.  All names in the hierarchy are
             always returned.
@@ -416,7 +416,7 @@ def get(self, key: str, default: Any = None) -> Any:
         ----------
         key : `str`
             The key to retrieve. Can be dot-separated hierarchical.
-        default
+        default : `~typing.Any`
             The value to return if the key does not exist.
 
         Returns

python/lsst/pipe/base/all_dimensions_quantum_graph_builder.py

@@ -508,6 +508,11 @@ def from_builder(
     def log_failure(self, log: LsstLogAdapter) -> None:
         """Emit a series of CRITICAL-level log message that attempts to explain
         why the initial data ID query returned no rows.
+
+        Parameters
+        ----------
+        log : `logging.Logger`
+            The logger to use to emit log messages.
         """
         log.critical("Initial data ID query returned no rows, so QuantumGraph will be empty.")
         for message in self.common_data_ids.explain_no_results():

python/lsst/pipe/base/cmdLineTask.py

@@ -24,20 +24,25 @@
 __all__: list[str] = []
 
 import contextlib
+import logging
+from collections.abc import Generator
+from typing import TYPE_CHECKING
 
 from deprecated.sphinx import deprecated
 
+if TYPE_CHECKING:
+    import cProfile
+
 
 @deprecated(
     reason="Replaced by lsst.utils.timer.profile().  Will be removed after v26.0",
     version="v25.0",
     category=FutureWarning,
 )
 @contextlib.contextmanager
-def profile(filename, log=None):
+def profile(filename: str, log: logging.Logger | None = None) -> Generator[cProfile.Profile, None, None]:
     """Context manager for profiling with cProfile.
 
-
     Parameters
     ----------
     filename : `str`
@@ -46,6 +51,13 @@ def profile(filename, log=None):
     log : `logging.Logger`, optional
         Log object for logging the profile operations.
 
+    Yields
+    ------
+    `cProfile.Profile`
+        Profiling object.
+
+    Notes
+    -----
     If profiling is enabled, the context manager returns the cProfile.Profile
     object (otherwise it returns None), which allows additional control over
     profiling.  You can obtain this using the "as" clause, e.g.:
@@ -64,7 +76,7 @@ def profile(filename, log=None):
     """
     if not filename:
         # Nothing to do
-        yield
+        yield None  # type: ignore
         return
     from cProfile import Profile
 

python/lsst/pipe/base/config.py

@@ -103,7 +103,7 @@ def __set__(
 
 
 class PipelineTaskConfigMeta(pexConfig.ConfigMeta):
-    """Metaclass used in the creation of PipelineTaskConfig classes
+    """Metaclass used in the creation of PipelineTaskConfig classes.
 
     This metaclass ensures a `PipelineTaskConnections` class is specified in
     the class construction parameters with a parameter name of
@@ -116,6 +116,17 @@ class PipelineTaskConfigMeta(pexConfig.ConfigMeta):
     Finally the newly constructed config class (not an instance of it) is
     assigned to the Config class under construction with the attribute name
     ``ConnectionsConfigClass``.
+
+    Parameters
+    ----------
+    name : `str`
+        Name of config.
+    bases : `~collections.abc.Collection`
+        Base classes.
+    dct : `~collections.abc.Mapping`
+        Parameter dict.
+    **kwargs : `~typing.Any`
+        Additional parameters.
     """
 
     def __new__(
@@ -188,7 +199,7 @@ def __init__(
 
 
 class PipelineTaskConfig(pexConfig.Config, metaclass=PipelineTaskConfigMeta):
-    """Configuration class for `PipelineTask`
+    """Configuration class for `PipelineTask`.
 
     This Configuration class functions in largely the same manner as any other
     derived from `lsst.pex.config.Config`. The only difference is in how it is