Added docstrings

- Updated docstrings for superduperdb.components

- Updated docstrings for superduperdb.base

- Updated docstrings for superduperdb.jobs

- Updated docstrings for superduperdb.server

- Updated docstrings for superduperdb.rest

- Updated docstrings for superduperdb.vector_search

- Updated docstrings for superduperdb.misc

- Updated docstrings for superduperdb.cli

- Updated docstrings for superduperdb.cdc

- Updated docstrings for superduperdb.backends

- Updated docstrings for superduperdb.ext

CHANGELOG.md

@@ -11,7 +11,6 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 #### Changed defaults / behaviours
 
-- Add docstrings in component classes and methods.
 - Run Tests from within the container
 - Add model dict output indexing in graph
 - Make lance upsert for added vectors
@@ -20,6 +19,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - At the end of the test, drop the collection instead of the database
 - Force load vector indices during backfill
 - Fix pandas database (in-memory)
+- Add docstrings in component classes and methods.
 
 #### New Features & Functionality
 - Add nightly image for pre-release testing in the cloud environment

pyproject.toml

@@ -110,9 +110,21 @@ extend-select = [
     #"W", # PyCode Warning
     "E", # PyCode Error
     #"N", # pep8-naming
-    #"D", # pydocstyle
+    "D", # pydocstyle
+]
+ignore = [
+  "D100", # Missing docstring in public module
+  "D104", # Missing docstring in public package
+  "D107", # Missing docstring in __init__
+  "D105", # Missing docstring in magic method
+  "D212", # Multi-line docstring summary should start at the first line
+  "D213", # Multi-line docstring summary should start at the second line
+  "D401",
+  "E402",
 ]
-ignore = ["E402"]
 
 [tool.ruff.isort]
 combine-as-imports = true
+
+[tool.ruff.per-file-ignores]
+"test/**" = ["D"]

superduperdb/__main__.py

@@ -9,9 +9,9 @@
 
 
 def run():
-    """
-    Entrypoint for the CLI. This is the function that is called when the
-    user runs `python -m superduperdb`.
+    """Entrypoint for the CLI.
+
+    This is the function that is called when the user runs `python -m superduperdb`.
     """
     try:
         app(standalone_mode=False)

superduperdb/backends/base/artifacts.py

@@ -29,28 +29,36 @@ def __init__(
 
     @property
     def serializers(self):
+        """Return the serializers."""
         assert self._serializers is not None, 'Serializers not initialized!'
         return self._serializers
 
     @serializers.setter
     def serializers(self, value):
+        """Set the serializers.
+
+        :param value: The serializers.
+        """
         self._serializers = value
 
     @abstractmethod
     def url(self):
-        """
-        Artifact store connection url
-        """
+        """Artifact store connection url."""
         pass
 
     @abstractmethod
     def _delete_artifact(self, file_id: str):
-        """
-        Delete artifact from artifact store
-        :param file_id: File id uses to identify artifact in store
+        """Delete artifact from artifact store.
+
+        :param file_id: File id uses to identify artifact in store.
         """
 
     def delete(self, r: t.Dict):
+        """Delete artifact from artifact store.
+
+        :param r: dictionary with mandatory fields
+                  {'file_id'}
+        """
         if '_content' in r and 'file_id' in r['_content']:
             return self._delete_artifact(r['_content']['file_id'])
         for v in r.values():
@@ -76,6 +84,12 @@ def exists(
         datatype: t.Optional[str] = None,
         uri: t.Optional[str] = None,
     ):
+        """Check if artifact exists in artifact store.
+
+        :param file_id: file id of artifact in the store
+        :param datatype: Datatype of the artifact
+        :param uri: URI of the artifact
+        """
         if file_id is None:
             assert uri is not None, "if file_id is None, uri can\'t be None"
             file_id = _construct_file_id_from_uri(uri)
@@ -91,7 +105,7 @@ def _save_bytes(self, serialized: bytes, file_id: str):
 
     @abstractmethod
     def _save_file(self, file_path: str, file_id: str) -> str:
-        """Save file in artifact store and return file_id"""
+        """Save file in artifact store and return file_id."""
         pass
 
     def save_artifact(self, r: t.Dict):
@@ -147,7 +161,7 @@ def _load_bytes(self, file_id: str) -> bytes:
     @abstractmethod
     def _load_file(self, file_id: str) -> str:
         """
-        Load file from artifact store and return path
+        Load file from artifact store and return path.
 
         :param file_id: Identifier of artifact in the store
         """
@@ -159,7 +173,6 @@ def load_artifact(self, r):
 
         :param r: Mandatory fields {'file_id', 'datatype'}
         """
-
         datatype = self.serializers[r['datatype']]
         file_id = r.get('file_id')
         if r.get('encodable') == 'file':
@@ -174,9 +187,9 @@ def load_artifact(self, r):
         return datatype.decode_data(x)
 
     def save(self, r: t.Dict) -> t.Dict:
-        """
-        Save list of artifacts and replace the artifacts with file reference
-        :param r: `dict` of artifacts
+        """Save list of artifacts and replace the artifacts with file reference.
+
+        :param r: `dict` of artifacts.
         """
         if isinstance(r, dict):
             if '_content' in r and r['_content']['leaf_type'] in {
@@ -196,11 +209,11 @@ def save(self, r: t.Dict) -> t.Dict:
 
     @abstractmethod
     def disconnect(self):
-        """
-        Disconnect the client
-        """
+        """Disconnect the client."""
         pass
 
 
 class ArtifactSavingError(Exception):
+    """Error when saving artifact in artifact store fails."""
+
     pass

superduperdb/backends/base/compute.py

@@ -3,26 +3,20 @@
 
 
 class ComputeBackend(ABC):
-    """
-    Abstraction for sending jobs to a distributed compute platform.
-    """
+    """Abstraction for sending jobs to a distributed compute platform."""
 
     @abstractproperty
     def type(self) -> str:
-        """
-        Return the type of compute engine
-        """
+        """Return the type of compute engine."""
         pass
 
     @abstractproperty
     def name(self) -> str:
-        """
-        Return the name of current compute engine
-        """
+        """Return the name of current compute engine."""
         pass
 
     def get_local_client(self):
-        '''Returns a local version of self'''
+        """Returns a local version of self."""
         pass
 
     @abstractmethod
@@ -37,22 +31,18 @@ def submit(self, function: t.Callable, **kwargs) -> t.Any:
 
     @abstractproperty
     def tasks(self) -> t.Any:
-        """
-        List for all tasks
-        """
+        """List for all tasks."""
         pass
 
     @abstractmethod
     def wait_all(self) -> None:
-        """
-        Waits for all pending tasks to complete.
-        """
+        """Waits for all pending tasks to complete."""
         pass
 
     @abstractmethod
     def result(self, identifier: str) -> t.Any:
-        """
-        Retrieves the result of a previously submitted task.
+        """Retrieves the result of a previously submitted task.
+
         Note: This will block until the future is completed.
 
         :param identifier: The identifier of the submitted task.
@@ -61,14 +51,10 @@ def result(self, identifier: str) -> t.Any:
 
     @abstractmethod
     def disconnect(self) -> None:
-        """
-        Disconnect the client.
-        """
+        """Disconnect the client."""
         pass
 
     @abstractmethod
     def shutdown(self) -> None:
-        """
-        Shuts down the compute cluster.
-        """
+        """Shuts down the compute cluster."""
         pass

superduperdb/backends/base/data_backend.py

@@ -6,6 +6,12 @@
 
 
 class BaseDataBackend(ABC):
+    """Base data backend for the database.
+
+    :param conn: The connection to the databackend database.
+    :param name: The name of the databackend.
+    """
+
     db_type = None
 
     def __init__(self, conn: t.Any, name: str):
@@ -16,27 +22,22 @@ def __init__(self, conn: t.Any, name: str):
 
     @property
     def db(self):
+        """Return the datalayer."""
         raise NotImplementedError
 
     @abstractmethod
     def url(self):
-        """
-        Databackend connection url
-        """
+        """Databackend connection url."""
         pass
 
     @abstractmethod
     def build_metadata(self):
-        """
-        Build a default metadata store based on current connection.
-        """
+        """Build a default metadata store based on current connection."""
         pass
 
     @abstractmethod
     def build_artifact_store(self):
-        """
-        Build a default artifact store based on current connection.
-        """
+        """Build a default artifact store based on current connection."""
         pass
 
     @abstractmethod
@@ -46,41 +47,57 @@ def create_output_dest(
         datatype: t.Union[None, DataType, FieldType],
         flatten: bool = False,
     ):
+        """Create an output destination for the database.
+
+        :param predict_id: The predict id of the output destination.
+        :param datatype: The datatype of the output destination.
+        :param flatten: Whether to flatten the output destination.
+        """
         pass
 
     @abstractmethod
     def check_output_dest(self, predict_id) -> bool:
+        """Check if the output destination exists.
+
+        :param predict_id: The identifier of the output destination.
+        """
         pass
 
     @abstractmethod
     def get_table_or_collection(self, identifier):
+        """Get a table or collection from the database.
+
+        :param identifier: The identifier of the table or collection.
+        """
         pass
 
     def set_content_bytes(self, r, key, bytes_):
+        """Set content bytes.
+
+        :param r: The row.
+        :param key: The key.
+        :param bytes_: The bytes.
+        """
         raise NotImplementedError
 
     @abstractmethod
     def drop(self, force: bool = False):
-        """
-        Drop the databackend.
+        """Drop the databackend.
+
+        :param force: If ``True``, don't ask for confirmation.
         """
 
     @abstractmethod
     def disconnect(self):
-        """
-        Disconnect the client
-        """
+        """Disconnect the client."""
 
     @abstractmethod
     def list_tables_or_collections(self):
-        """
-        List all tables or collections in the database.
-        """
+        """List all tables or collections in the database."""
 
     @staticmethod
     def infer_schema(data: t.Mapping[str, t.Any], identifier: t.Optional[str] = None):
-        """
-        Infer a schema from a given data object
+        """Infer a schema from a given data object.
 
         :param data: The data object
         :param identifier: The identifier for the schema, if None, it will be generated