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docs/aiplatform_v1beta1/services.rst

@@ -16,6 +16,7 @@ Services for Google Cloud Aiplatform v1beta1 API
     migration_service
     model_garden_service
     model_service
+    persistent_resource_service
     pipeline_service
     prediction_service
     schedule_service

google/cloud/aiplatform_v1beta1/__init__.py

@@ -52,6 +52,8 @@
 from .services.model_garden_service import ModelGardenServiceAsyncClient
 from .services.model_service import ModelServiceClient
 from .services.model_service import ModelServiceAsyncClient
+from .services.persistent_resource_service import PersistentResourceServiceClient
+from .services.persistent_resource_service import PersistentResourceServiceAsyncClient
 from .services.pipeline_service import PipelineServiceClient
 from .services.pipeline_service import PipelineServiceAsyncClient
 from .services.prediction_service import PredictionServiceClient
@@ -91,6 +93,7 @@
 from .types.dataset_service import CreateDatasetRequest
 from .types.dataset_service import DataItemView
 from .types.dataset_service import DeleteDatasetRequest
+from .types.dataset_service import DeleteSavedQueryRequest
 from .types.dataset_service import ExportDataOperationMetadata
 from .types.dataset_service import ExportDataRequest
 from .types.dataset_service import ExportDataResponse
@@ -461,6 +464,16 @@
 from .types.nas_job import NasTrialDetail
 from .types.operation import DeleteOperationMetadata
 from .types.operation import GenericOperationMetadata
+from .types.persistent_resource import PersistentResource
+from .types.persistent_resource import ResourcePool
+from .types.persistent_resource import ResourceRuntimeSpec
+from .types.persistent_resource import ServiceAccountSpec
+from .types.persistent_resource_service import CreatePersistentResourceOperationMetadata
+from .types.persistent_resource_service import CreatePersistentResourceRequest
+from .types.persistent_resource_service import DeletePersistentResourceRequest
+from .types.persistent_resource_service import GetPersistentResourceRequest
+from .types.persistent_resource_service import ListPersistentResourcesRequest
+from .types.persistent_resource_service import ListPersistentResourcesResponse
 from .types.pipeline_failure_policy import PipelineFailurePolicy
 from .types.pipeline_job import PipelineJob
 from .types.pipeline_job import PipelineJobDetail
@@ -550,6 +563,8 @@
 from .types.tensorboard_service import ListTensorboardTimeSeriesResponse
 from .types.tensorboard_service import ReadTensorboardBlobDataRequest
 from .types.tensorboard_service import ReadTensorboardBlobDataResponse
+from .types.tensorboard_service import ReadTensorboardSizeRequest
+from .types.tensorboard_service import ReadTensorboardSizeResponse
 from .types.tensorboard_service import ReadTensorboardTimeSeriesDataRequest
 from .types.tensorboard_service import ReadTensorboardTimeSeriesDataResponse
 from .types.tensorboard_service import ReadTensorboardUsageRequest
@@ -615,6 +630,7 @@
     "MigrationServiceAsyncClient",
     "ModelGardenServiceAsyncClient",
     "ModelServiceAsyncClient",
+    "PersistentResourceServiceAsyncClient",
     "PipelineServiceAsyncClient",
     "PredictionServiceAsyncClient",
     "ScheduleServiceAsyncClient",
@@ -708,6 +724,8 @@
     "CreateMetadataStoreRequest",
     "CreateModelDeploymentMonitoringJobRequest",
     "CreateNasJobRequest",
+    "CreatePersistentResourceOperationMetadata",
+    "CreatePersistentResourceRequest",
     "CreatePipelineJobRequest",
     "CreateScheduleRequest",
     "CreateSpecialistPoolOperationMetadata",
@@ -755,7 +773,9 @@
     "DeleteModelVersionRequest",
     "DeleteNasJobRequest",
     "DeleteOperationMetadata",
+    "DeletePersistentResourceRequest",
     "DeletePipelineJobRequest",
+    "DeleteSavedQueryRequest",
     "DeleteScheduleRequest",
     "DeleteSpecialistPoolRequest",
     "DeleteStudyRequest",
@@ -858,6 +878,7 @@
     "GetModelRequest",
     "GetNasJobRequest",
     "GetNasTrialDetailRequest",
+    "GetPersistentResourceRequest",
     "GetPipelineJobRequest",
     "GetPublisherModelRequest",
     "GetScheduleRequest",
@@ -947,6 +968,8 @@
     "ListNasTrialDetailsResponse",
     "ListOptimalTrialsRequest",
     "ListOptimalTrialsResponse",
+    "ListPersistentResourcesRequest",
+    "ListPersistentResourcesResponse",
     "ListPipelineJobsRequest",
     "ListPipelineJobsResponse",
     "ListSavedQueriesRequest",
@@ -1015,6 +1038,8 @@
     "NfsMount",
     "PauseModelDeploymentMonitoringJobRequest",
     "PauseScheduleRequest",
+    "PersistentResource",
+    "PersistentResourceServiceClient",
     "PipelineFailurePolicy",
     "PipelineJob",
     "PipelineJobDetail",
@@ -1057,6 +1082,8 @@
     "ReadIndexDatapointsResponse",
     "ReadTensorboardBlobDataRequest",
     "ReadTensorboardBlobDataResponse",
+    "ReadTensorboardSizeRequest",
+    "ReadTensorboardSizeResponse",
     "ReadTensorboardTimeSeriesDataRequest",
     "ReadTensorboardTimeSeriesDataResponse",
     "ReadTensorboardUsageRequest",
@@ -1065,6 +1092,8 @@
     "RemoveContextChildrenResponse",
     "RemoveDatapointsRequest",
     "RemoveDatapointsResponse",
+    "ResourcePool",
+    "ResourceRuntimeSpec",
     "ResourcesConsumed",
     "ResumeModelDeploymentMonitoringJobRequest",
     "ResumeScheduleRequest",
@@ -1084,6 +1113,7 @@
     "SearchMigratableResourcesResponse",
     "SearchModelDeploymentMonitoringStatsAnomaliesRequest",
     "SearchModelDeploymentMonitoringStatsAnomaliesResponse",
+    "ServiceAccountSpec",
     "SmoothGradConfig",
     "SpecialistPool",
     "SpecialistPoolServiceClient",

google/cloud/aiplatform_v1beta1/gapic_metadata.json

@@ -20,6 +20,11 @@
                 "delete_dataset"
               ]
             },
+            "DeleteSavedQuery": {
+              "methods": [
+                "delete_saved_query"
+              ]
+            },
             "ExportData": {
               "methods": [
                 "export_data"
@@ -85,6 +90,11 @@
                 "delete_dataset"
               ]
             },
+            "DeleteSavedQuery": {
+              "methods": [
+                "delete_saved_query"
+              ]
+            },
             "ExportData": {
               "methods": [
                 "export_data"
@@ -1727,6 +1737,60 @@
         }
       }
     },
+    "PersistentResourceService": {
+      "clients": {
+        "grpc": {
+          "libraryClient": "PersistentResourceServiceClient",
+          "rpcs": {
+            "CreatePersistentResource": {
+              "methods": [
+                "create_persistent_resource"
+              ]
+            },
+            "DeletePersistentResource": {
+              "methods": [
+                "delete_persistent_resource"
+              ]
+            },
+            "GetPersistentResource": {
+              "methods": [
+                "get_persistent_resource"
+              ]
+            },
+            "ListPersistentResources": {
+              "methods": [
+                "list_persistent_resources"
+              ]
+            }
+          }
+        },
+        "grpc-async": {
+          "libraryClient": "PersistentResourceServiceAsyncClient",
+          "rpcs": {
+            "CreatePersistentResource": {
+              "methods": [
+                "create_persistent_resource"
+              ]
+            },
+            "DeletePersistentResource": {
+              "methods": [
+                "delete_persistent_resource"
+              ]
+            },
+            "GetPersistentResource": {
+              "methods": [
+                "get_persistent_resource"
+              ]
+            },
+            "ListPersistentResources": {
+              "methods": [
+                "list_persistent_resources"
+              ]
+            }
+          }
+        }
+      }
+    },
     "PipelineService": {
       "clients": {
         "grpc": {
@@ -2143,6 +2207,11 @@
                 "read_tensorboard_blob_data"
               ]
             },
+            "ReadTensorboardSize": {
+              "methods": [
+                "read_tensorboard_size"
+              ]
+            },
             "ReadTensorboardTimeSeriesData": {
               "methods": [
                 "read_tensorboard_time_series_data"
@@ -2293,6 +2362,11 @@
                 "read_tensorboard_blob_data"
               ]
             },
+            "ReadTensorboardSize": {
+              "methods": [
+                "read_tensorboard_size"
+              ]
+            },
             "ReadTensorboardTimeSeriesData": {
               "methods": [
                 "read_tensorboard_time_series_data"

google/cloud/aiplatform_v1beta1/services/dataset_service/async_client.py

@@ -68,8 +68,8 @@
 
 
 class DatasetServiceAsyncClient:
-    """The service that handles the CRUD of Vertex AI Dataset and
-    its child resources.
+    """The service that manages Vertex AI Dataset and its child
+    resources.
     """
 
     _client: DatasetServiceClient
@@ -1430,6 +1430,131 @@ async def sample_list_saved_queries():
         # Done; return the response.
         return response
 
+    async def delete_saved_query(
+        self,
+        request: Optional[Union[dataset_service.DeleteSavedQueryRequest, dict]] = None,
+        *,
+        name: Optional[str] = None,
+        retry: OptionalRetry = gapic_v1.method.DEFAULT,
+        timeout: Union[float, object] = gapic_v1.method.DEFAULT,
+        metadata: Sequence[Tuple[str, str]] = (),
+    ) -> operation_async.AsyncOperation:
+        r"""Deletes a SavedQuery.
+
+        .. 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_v1beta1
+
+            async def sample_delete_saved_query():
+                # Create a client
+                client = aiplatform_v1beta1.DatasetServiceAsyncClient()
+
+                # Initialize request argument(s)
+                request = aiplatform_v1beta1.DeleteSavedQueryRequest(
+                    name="name_value",
+                )
+
+                # Make the request
+                operation = client.delete_saved_query(request=request)
+
+                print("Waiting for operation to complete...")
+
+                response = (await operation).result()
+
+                # Handle the response
+                print(response)
+
+        Args:
+            request (Optional[Union[google.cloud.aiplatform_v1beta1.types.DeleteSavedQueryRequest, dict]]):
+                The request object. Request message for
+                [DatasetService.DeleteSavedQuery][google.cloud.aiplatform.v1beta1.DatasetService.DeleteSavedQuery].
+            name (:class:`str`):
+                Required. The resource name of the SavedQuery to delete.
+                Format:
+                ``projects/{project}/locations/{location}/datasets/{dataset}/savedQueries/{saved_query}``
+
+                This corresponds to the ``name`` 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.api_core.operation_async.AsyncOperation:
+                An object representing a long-running operation.
+
+                The result type for the operation will be :class:`google.protobuf.empty_pb2.Empty` A generic empty message that you can re-use to avoid defining duplicated
+                   empty messages in your APIs. A typical example is to
+                   use it as the request or the response type of an API
+                   method. For instance:
+
+                      service Foo {
+                         rpc Bar(google.protobuf.Empty) returns
+                         (google.protobuf.Empty);
+
+                      }
+
+        """
+        # 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([name])
+        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 = dataset_service.DeleteSavedQueryRequest(request)
+
+        # If we have keyword arguments corresponding to fields on the
+        # request, apply these.
+        if name is not None:
+            request.name = name
+
+        # Wrap the RPC method; this adds retry and timeout information,
+        # and friendly error handling.
+        rpc = gapic_v1.method_async.wrap_method(
+            self._client._transport.delete_saved_query,
+            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((("name", request.name),)),
+        )
+
+        # Send the request.
+        response = await rpc(
+            request,
+            retry=retry,
+            timeout=timeout,
+            metadata=metadata,
+        )
+
+        # Wrap the response in an operation future.
+        response = operation_async.from_gapic(
+            response,
+            self._client._transport.operations_client,
+            empty_pb2.Empty,
+            metadata_type=gca_operation.DeleteOperationMetadata,
+        )
+
+        # Done; return the response.
+        return response
+
     async def get_annotation_spec(
         self,
         request: Optional[Union[dataset_service.GetAnnotationSpecRequest, dict]] = None,