def create_index( self, request: index_service.CreateIndexRequest = None, *, parent: str = None, index: gca_index.Index = None, retry: retries.Retry = gapic_v1.method.DEFAULT, timeout: float = None, metadata: Sequence[Tuple[str, str]] = (), ) -> gac_operation.Operation: r"""Creates an Index. Args: request (google.cloud.aiplatform_v1beta1.types.CreateIndexRequest): The request object. Request message for [IndexService.CreateIndex][google.cloud.aiplatform.v1beta1.IndexService.CreateIndex]. parent (str): Required. The resource name of the Location to create the Index in. Format: ``projects/{project}/locations/{location}`` This corresponds to the ``parent`` field on the ``request`` instance; if ``request`` is provided, this should not be set. index (google.cloud.aiplatform_v1beta1.types.Index): Required. The Index to create. This corresponds to the ``index`` 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.Operation: An object representing a long-running operation. The result type for the operation will be :class:`google.cloud.aiplatform_v1beta1.types.Index` A representation of a collection of database items organized in a way that allows for approximate nearest neighbor (a.k.a ANN) algorithms search. """ # Create or coerce a protobuf request object. # Sanity check: If we got a request object, we should *not* have # gotten any keyword arguments that map to the request. has_flattened_params = any([parent, index]) 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 index_service.CreateIndexRequest. # There's no risk of modifying the input as we've already verified # there are no flattened fields. if not isinstance(request, index_service.CreateIndexRequest): request = index_service.CreateIndexRequest(request) # If we have keyword arguments corresponding to fields on the # request, apply these. if parent is not None: request.parent = parent if index is not None: request.index = index # Wrap the RPC method; this adds retry and timeout information, # and friendly error handling. rpc = self._transport._wrapped_methods[self._transport.create_index] # Certain fields should be provided within the metadata header; # add these here. metadata = tuple(metadata) + (gapic_v1.routing_header.to_grpc_metadata( (("parent", request.parent), )), ) # Send the request. response = rpc( request, retry=retry, timeout=timeout, metadata=metadata, ) # Wrap the response in an operation future. response = gac_operation.from_gapic( response, self._transport.operations_client, gca_index.Index, metadata_type=index_service.CreateIndexOperationMetadata, ) # Done; return the response. return response
async def create_index( self, request: Union[index_service.CreateIndexRequest, dict] = None, *, parent: str = None, index: gca_index.Index = None, retry: OptionalRetry = gapic_v1.method.DEFAULT, timeout: float = None, metadata: Sequence[Tuple[str, str]] = (), ) -> operation_async.AsyncOperation: r"""Creates an Index. .. code-block:: python from google.cloud import aiplatform_v1beta1 def sample_create_index(): # Create a client client = aiplatform_v1beta1.IndexServiceClient() # Initialize request argument(s) index = aiplatform_v1beta1.Index() index.display_name = "display_name_value" request = aiplatform_v1beta1.CreateIndexRequest( parent="parent_value", index=index, ) # Make the request operation = client.create_index(request=request) print("Waiting for operation to complete...") response = operation.result() # Handle the response print(response) Args: request (Union[google.cloud.aiplatform_v1beta1.types.CreateIndexRequest, dict]): The request object. Request message for [IndexService.CreateIndex][google.cloud.aiplatform.v1beta1.IndexService.CreateIndex]. parent (:class:`str`): Required. The resource name of the Location to create the Index in. Format: ``projects/{project}/locations/{location}`` This corresponds to the ``parent`` field on the ``request`` instance; if ``request`` is provided, this should not be set. index (:class:`google.cloud.aiplatform_v1beta1.types.Index`): Required. The Index to create. This corresponds to the ``index`` 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.cloud.aiplatform_v1beta1.types.Index` A representation of a collection of database items organized in a way that allows for approximate nearest neighbor (a.k.a ANN) algorithms search. """ # 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([parent, index]) 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 = index_service.CreateIndexRequest(request) # If we have keyword arguments corresponding to fields on the # request, apply these. if parent is not None: request.parent = parent if index is not None: request.index = index # Wrap the RPC method; this adds retry and timeout information, # and friendly error handling. rpc = gapic_v1.method_async.wrap_method( self._client._transport.create_index, default_timeout=5.0, 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( (("parent", request.parent), )), ) # 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, gca_index.Index, metadata_type=index_service.CreateIndexOperationMetadata, ) # Done; return the response. return response