feat: Add support for V1 and V2 classification models for the V1Beta2 API (#1680)

* feat: add timestamp_outside_retention_rows_count to ImportFeatureValuesResponse and ImportFeatureValuesOperationMetadata in aiplatform v1beta1 featurestore_service.proto
feat: add RemoveContextChildren rpc to aiplatform v1beta1 metadata_service.proto
feat: add order_by to ListArtifactsRequest, ListContextsRequest, and ListExecutionsRequest in aiplatform v1beta1 metadata_service.proto
feat: add InputArtifact to RuntimeConfig in aiplatform v1beta1 pipeline_job.proto
feat: add read_mask to ListPipelineJobsRequest in aiplatform v1beta1 pipeline_service.proto
feat: add TransferLearningConfig in aiplatform v1beta1 study.proto

PiperOrigin-RevId: 475580307

Source-Link: googleapis/googleapis@dbc83bd

Source-Link: googleapis/googleapis-gen@26c1205
Copy-Tag: eyJwIjoiLmdpdGh1Yi8uT3dsQm90LnlhbWwiLCJoIjoiMjZjMTIwNTk0ZDYwNDlkNDAwNjEwMjNjYWUzNDVkYTgwMTgxMDc3YyJ9

* 🦉 Updates from OwlBot post-processor

See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md

* feat: add timestamp_outside_retention_rows_count to ImportFeatureValuesResponse and ImportFeatureValuesOperationMetadata in aiplatform v1 featurestore_service.proto
feat: add RemoveContextChildren rpc to aiplatform v1 metadata_service.proto
feat: add order_by to ListArtifactsRequest, ListContextsRequest, and ListExecutionsRequest in aiplatform v1 metadata_service.proto

PiperOrigin-RevId: 475580702

Source-Link: googleapis/googleapis@af65a19

Source-Link: googleapis/googleapis-gen@023d431
Copy-Tag: eyJwIjoiLmdpdGh1Yi8uT3dsQm90LnlhbWwiLCJoIjoiMDIzZDQzMTU2OWE1M2Y5YjVjZDBkNDdjNmFmODViOGE0NmNlYTVlOCJ9

* 🦉 Updates from OwlBot post-processor

See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md

* feat: Add support for V1 and V2 classification models for the V1Beta2 API

PiperOrigin-RevId: 475604619

Source-Link: googleapis/googleapis@044a15c

Source-Link: googleapis/googleapis-gen@410020a
Copy-Tag: eyJwIjoiLmdpdGh1Yi8uT3dsQm90LnlhbWwiLCJoIjoiNDEwMDIwYWY5MzRjNzI0OGY3ODA0NzcwZDZmOGVjNDU3MWJmYTU1MSJ9

* 🦉 Updates from OwlBot post-processor

See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md

Co-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>

Author: gcf-owl-bot[bot]

aiplatform-v1beta1-py.tar.gz

@@ -317,6 +317,8 @@
 from .types.metadata_service import QueryArtifactLineageSubgraphRequest
 from .types.metadata_service import QueryContextLineageSubgraphRequest
 from .types.metadata_service import QueryExecutionInputsAndOutputsRequest
+from .types.metadata_service import RemoveContextChildrenRequest
+from .types.metadata_service import RemoveContextChildrenResponse
 from .types.metadata_service import UpdateArtifactRequest
 from .types.metadata_service import UpdateContextRequest
 from .types.metadata_service import UpdateExecutionRequest
@@ -898,6 +900,8 @@
     "ReadTensorboardBlobDataResponse",
     "ReadTensorboardTimeSeriesDataRequest",
     "ReadTensorboardTimeSeriesDataResponse",
+    "RemoveContextChildrenRequest",
+    "RemoveContextChildrenResponse",
     "RemoveDatapointsRequest",
     "RemoveDatapointsResponse",
     "ResourcesConsumed",

google/cloud/aiplatform_v1/__init__.py

@@ -1078,6 +1078,11 @@
                 "query_execution_inputs_and_outputs"
               ]
             },
+            "RemoveContextChildren": {
+              "methods": [
+                "remove_context_children"
+              ]
+            },
             "UpdateArtifact": {
               "methods": [
                 "update_artifact"
@@ -1238,6 +1243,11 @@
                 "query_execution_inputs_and_outputs"
               ]
             },
+            "RemoveContextChildren": {
+              "methods": [
+                "remove_context_children"
+              ]
+            },
             "UpdateArtifact": {
               "methods": [
                 "update_artifact"

google/cloud/aiplatform_v1/gapic_metadata.json

@@ -2392,6 +2392,122 @@ async def sample_add_context_children():
         # Done; return the response.
         return response
 
+    async def remove_context_children(
+        self,
+        request: Union[metadata_service.RemoveContextChildrenRequest, dict] = None,
+        *,
+        context: str = None,
+        child_contexts: Sequence[str] = None,
+        retry: OptionalRetry = gapic_v1.method.DEFAULT,
+        timeout: float = None,
+        metadata: Sequence[Tuple[str, str]] = (),
+    ) -> metadata_service.RemoveContextChildrenResponse:
+        r"""Remove a set of children contexts from a parent
+        Context. If any of the child Contexts were NOT added to
+        the parent Context, they are simply skipped.
+
+        .. code-block:: python
+
+            # This snippet has been automatically generated and should be regarded as a
+            # code template only.
+            # It will require modifications to work:
+            # - It may require correct/in-range values for request initialization.
+            # - It may require specifying regional endpoints when creating the service
+            #   client as shown in:
+            #   https://googleapis.dev/python/google-api-core/latest/client_options.html
+            from google.cloud import aiplatform_v1
+
+            async def sample_remove_context_children():
+                # Create a client
+                client = aiplatform_v1.MetadataServiceAsyncClient()
+
+                # Initialize request argument(s)
+                request = aiplatform_v1.RemoveContextChildrenRequest(
+                    context="context_value",
+                )
+
+                # Make the request
+                response = await client.remove_context_children(request=request)
+
+                # Handle the response
+                print(response)
+
+        Args:
+            request (Union[google.cloud.aiplatform_v1.types.RemoveContextChildrenRequest, dict]):
+                The request object. Request message for
+                [MetadataService.DeleteContextChildrenRequest][].
+            context (:class:`str`):
+                Required. The resource name of the parent Context.
+
+                Format:
+                ``projects/{project}/locations/{location}/metadataStores/{metadatastore}/contexts/{context}``
+
+                This corresponds to the ``context`` field
+                on the ``request`` instance; if ``request`` is provided, this
+                should not be set.
+            child_contexts (:class:`Sequence[str]`):
+                The resource names of the child
+                Contexts.
+
+                This corresponds to the ``child_contexts`` field
+                on the ``request`` instance; if ``request`` is provided, this
+                should not be set.
+            retry (google.api_core.retry.Retry): Designation of what errors, if any,
+                should be retried.
+            timeout (float): The timeout for this request.
+            metadata (Sequence[Tuple[str, str]]): Strings which should be
+                sent along with the request as metadata.
+
+        Returns:
+            google.cloud.aiplatform_v1.types.RemoveContextChildrenResponse:
+                Response message for
+                [MetadataService.RemoveContextChildren][google.cloud.aiplatform.v1.MetadataService.RemoveContextChildren].
+
+        """
+        # Create or coerce a protobuf request object.
+        # Quick check: If we got a request object, we should *not* have
+        # gotten any keyword arguments that map to the request.
+        has_flattened_params = any([context, child_contexts])
+        if request is not None and has_flattened_params:
+            raise ValueError(
+                "If the `request` argument is set, then none of "
+                "the individual field arguments should be set."
+            )
+
+        request = metadata_service.RemoveContextChildrenRequest(request)
+
+        # If we have keyword arguments corresponding to fields on the
+        # request, apply these.
+        if context is not None:
+            request.context = context
+        if child_contexts:
+            request.child_contexts.extend(child_contexts)
+
+        # Wrap the RPC method; this adds retry and timeout information,
+        # and friendly error handling.
+        rpc = gapic_v1.method_async.wrap_method(
+            self._client._transport.remove_context_children,
+            default_timeout=None,
+            client_info=DEFAULT_CLIENT_INFO,
+        )
+
+        # Certain fields should be provided within the metadata header;
+        # add these here.
+        metadata = tuple(metadata) + (
+            gapic_v1.routing_header.to_grpc_metadata((("context", request.context),)),
+        )
+
+        # Send the request.
+        response = await rpc(
+            request,
+            retry=retry,
+            timeout=timeout,
+            metadata=metadata,
+        )
+
+        # Done; return the response.
+        return response
+
     async def query_context_lineage_subgraph(
         self,
         request: Union[

google/cloud/aiplatform_v1/services/metadata_service/async_client.py

@@ -2705,6 +2705,122 @@ def sample_add_context_children():
         # Done; return the response.
         return response
 
+    def remove_context_children(
+        self,
+        request: Union[metadata_service.RemoveContextChildrenRequest, dict] = None,
+        *,
+        context: str = None,
+        child_contexts: Sequence[str] = None,
+        retry: OptionalRetry = gapic_v1.method.DEFAULT,
+        timeout: float = None,
+        metadata: Sequence[Tuple[str, str]] = (),
+    ) -> metadata_service.RemoveContextChildrenResponse:
+        r"""Remove a set of children contexts from a parent
+        Context. If any of the child Contexts were NOT added to
+        the parent Context, they are simply skipped.
+
+        .. code-block:: python
+
+            # This snippet has been automatically generated and should be regarded as a
+            # code template only.
+            # It will require modifications to work:
+            # - It may require correct/in-range values for request initialization.
+            # - It may require specifying regional endpoints when creating the service
+            #   client as shown in:
+            #   https://googleapis.dev/python/google-api-core/latest/client_options.html
+            from google.cloud import aiplatform_v1
+
+            def sample_remove_context_children():
+                # Create a client
+                client = aiplatform_v1.MetadataServiceClient()
+
+                # Initialize request argument(s)
+                request = aiplatform_v1.RemoveContextChildrenRequest(
+                    context="context_value",
+                )
+
+                # Make the request
+                response = client.remove_context_children(request=request)
+
+                # Handle the response
+                print(response)
+
+        Args:
+            request (Union[google.cloud.aiplatform_v1.types.RemoveContextChildrenRequest, dict]):
+                The request object. Request message for
+                [MetadataService.DeleteContextChildrenRequest][].
+            context (str):
+                Required. The resource name of the parent Context.
+
+                Format:
+                ``projects/{project}/locations/{location}/metadataStores/{metadatastore}/contexts/{context}``
+
+                This corresponds to the ``context`` field
+                on the ``request`` instance; if ``request`` is provided, this
+                should not be set.
+            child_contexts (Sequence[str]):
+                The resource names of the child
+                Contexts.
+
+                This corresponds to the ``child_contexts`` field
+                on the ``request`` instance; if ``request`` is provided, this
+                should not be set.
+            retry (google.api_core.retry.Retry): Designation of what errors, if any,
+                should be retried.
+            timeout (float): The timeout for this request.
+            metadata (Sequence[Tuple[str, str]]): Strings which should be
+                sent along with the request as metadata.
+
+        Returns:
+            google.cloud.aiplatform_v1.types.RemoveContextChildrenResponse:
+                Response message for
+                [MetadataService.RemoveContextChildren][google.cloud.aiplatform.v1.MetadataService.RemoveContextChildren].
+
+        """
+        # Create or coerce a protobuf request object.
+        # Quick check: If we got a request object, we should *not* have
+        # gotten any keyword arguments that map to the request.
+        has_flattened_params = any([context, child_contexts])
+        if request is not None and has_flattened_params:
+            raise ValueError(
+                "If the `request` argument is set, then none of "
+                "the individual field arguments should be set."
+            )
+
+        # Minor optimization to avoid making a copy if the user passes
+        # in a metadata_service.RemoveContextChildrenRequest.
+        # There's no risk of modifying the input as we've already verified
+        # there are no flattened fields.
+        if not isinstance(request, metadata_service.RemoveContextChildrenRequest):
+            request = metadata_service.RemoveContextChildrenRequest(request)
+            # If we have keyword arguments corresponding to fields on the
+            # request, apply these.
+            if context is not None:
+                request.context = context
+            if child_contexts is not None:
+                request.child_contexts = child_contexts
+
+        # Wrap the RPC method; this adds retry and timeout information,
+        # and friendly error handling.
+        rpc = self._transport._wrapped_methods[self._transport.remove_context_children]
+
+        # Certain fields should be provided within the metadata header;
+        # add these here.
+        metadata = tuple(metadata) + (
+            gapic_v1.routing_header.to_grpc_metadata((("context", request.context),)),
+        )
+
+        # Send the request.
+        response = rpc(
+            request,
+            retry=retry,
+            timeout=timeout,
+            metadata=metadata,
+        )
+
+        # Done; return the response.
+        return response
+
     def query_context_lineage_subgraph(
         self,
         request: Union[

google/cloud/aiplatform_v1/services/metadata_service/client.py

@@ -233,6 +233,11 @@ def _prep_wrapped_messages(self, client_info):
                 default_timeout=None,
                 client_info=client_info,
             ),
+            self.remove_context_children: gapic_v1.method.wrap_method(
+                self.remove_context_children,
+                default_timeout=None,
+                client_info=client_info,
+            ),
             self.query_context_lineage_subgraph: gapic_v1.method.wrap_method(
                 self.query_context_lineage_subgraph,
                 default_timeout=None,
@@ -491,6 +496,18 @@ def add_context_children(
     ]:
         raise NotImplementedError()
 
+    @property
+    def remove_context_children(
+        self,
+    ) -> Callable[
+        [metadata_service.RemoveContextChildrenRequest],
+        Union[
+            metadata_service.RemoveContextChildrenResponse,
+            Awaitable[metadata_service.RemoveContextChildrenResponse],
+        ],
+    ]:
+        raise NotImplementedError()
+
     @property
     def query_context_lineage_subgraph(
         self,

google/cloud/aiplatform_v1/services/metadata_service/transports/base.py

@@ -758,6 +758,37 @@ def add_context_children(
             )
         return self._stubs["add_context_children"]
 
+    @property
+    def remove_context_children(
+        self,
+    ) -> Callable[
+        [metadata_service.RemoveContextChildrenRequest],
+        metadata_service.RemoveContextChildrenResponse,
+    ]:
+        r"""Return a callable for the remove context children method over gRPC.
+
+        Remove a set of children contexts from a parent
+        Context. If any of the child Contexts were NOT added to
+        the parent Context, they are simply skipped.
+
+        Returns:
+            Callable[[~.RemoveContextChildrenRequest],
+                    ~.RemoveContextChildrenResponse]:
+                A function that, when called, will call the underlying RPC
+                on the server.
+        """
+        # Generate a "stub function" on-the-fly which will actually make
+        # the request.
+        # gRPC handles serialization and deserialization, so we just need
+        # to pass in the functions for each.
+        if "remove_context_children" not in self._stubs:
+            self._stubs["remove_context_children"] = self.grpc_channel.unary_unary(
+                "/google.cloud.aiplatform.v1.MetadataService/RemoveContextChildren",
+                request_serializer=metadata_service.RemoveContextChildrenRequest.serialize,
+                response_deserializer=metadata_service.RemoveContextChildrenResponse.deserialize,
+            )
+        return self._stubs["remove_context_children"]
+
     @property
     def query_context_lineage_subgraph(
         self,

google/cloud/aiplatform_v1/services/metadata_service/transports/grpc.py

@@ -784,6 +784,37 @@ def add_context_children(
             )
         return self._stubs["add_context_children"]
 
+    @property
+    def remove_context_children(
+        self,
+    ) -> Callable[
+        [metadata_service.RemoveContextChildrenRequest],
+        Awaitable[metadata_service.RemoveContextChildrenResponse],
+    ]:
+        r"""Return a callable for the remove context children method over gRPC.
+
+        Remove a set of children contexts from a parent
+        Context. If any of the child Contexts were NOT added to
+        the parent Context, they are simply skipped.
+
+        Returns:
+            Callable[[~.RemoveContextChildrenRequest],
+                    Awaitable[~.RemoveContextChildrenResponse]]:
+                A function that, when called, will call the underlying RPC
+                on the server.
+        """
+        # Generate a "stub function" on-the-fly which will actually make
+        # the request.
+        # gRPC handles serialization and deserialization, so we just need
+        # to pass in the functions for each.
+        if "remove_context_children" not in self._stubs:
+            self._stubs["remove_context_children"] = self.grpc_channel.unary_unary(
+                "/google.cloud.aiplatform.v1.MetadataService/RemoveContextChildren",
+                request_serializer=metadata_service.RemoveContextChildrenRequest.serialize,
+                response_deserializer=metadata_service.RemoveContextChildrenResponse.deserialize,
+            )
+        return self._stubs["remove_context_children"]
+
     @property
     def query_context_lineage_subgraph(
         self,