# -*- coding: utf-8 -*- # # Copyright 2020 Google LLC. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """Vertex AI index endpoints create command.""" from __future__ import absolute_import from __future__ import division from __future__ import unicode_literals from apitools.base.py import encoding from googlecloudsdk.api_lib.ai import operations from googlecloudsdk.api_lib.ai.index_endpoints import client from googlecloudsdk.calliope import base from googlecloudsdk.command_lib.ai import constants from googlecloudsdk.command_lib.ai import endpoint_util from googlecloudsdk.command_lib.ai import flags from googlecloudsdk.command_lib.ai import index_endpoints_util from googlecloudsdk.command_lib.ai import operations_util from googlecloudsdk.command_lib.ai import region_util from googlecloudsdk.command_lib.ai import validation from googlecloudsdk.command_lib.util.args import labels_util from googlecloudsdk.core import log @base.ReleaseTracks(base.ReleaseTrack.GA) class CreateV1(base.CreateCommand): """Create a new Vertex AI index endpoint. ## EXAMPLES To create an index endpoint under project `example` with network `projects/123/global/networks/test-network` in region `us-central1`, run: $ {command} --display-name=index-endpoint --description=test --network=projects/123/global/networks/test-network --project=example --region=us-central1 """ @staticmethod def Args(parser): flags.AddRegionResourceArg( parser, 'to create index endpoint', prompt_func=region_util.GetPromptForRegionFunc( constants.SUPPORTED_OP_REGIONS ), ) flags.GetDisplayNameArg('index endpoint').AddToParser(parser) flags.GetDescriptionArg('index endpoint').AddToParser(parser) flags.GetNetworkArg().AddToParser(parser) flags.GetPublicEndpointEnabledArg().AddToParser(parser) labels_util.AddCreateLabelsFlags(parser) flags.AddPrivateServiceConnectConfig(parser) flags.GetEncryptionKmsKeyNameArg().AddToParser(parser) def _Run(self, args, version): validation.ValidateDisplayName(args.display_name) validation.ValidateEndpointArgs(args.network, args.public_endpoint_enabled) region_ref = args.CONCEPTS.region.Parse() region = region_ref.AsDict()['locationsId'] with endpoint_util.AiplatformEndpointOverrides(version, region=region): index_endpoint_client = client.IndexEndpointsClient(version=version) if version == constants.GA_VERSION: operation = index_endpoint_client.Create(region_ref, args) else: operation = index_endpoint_client.CreateBeta(region_ref, args) response_msg = operations_util.WaitForOpMaybe( operations_client=operations.OperationsClient(version=version), op=operation, op_ref=index_endpoints_util.ParseIndexEndpointOperation( operation.name)) if response_msg is not None: response = encoding.MessageToPyValue(response_msg) if 'name' in response: log.status.Print(('Created Vertex AI index endpoint: {}.').format( response['name'])) return response_msg def Run(self, args): return self._Run(args, constants.GA_VERSION) @base.ReleaseTracks(base.ReleaseTrack.ALPHA, base.ReleaseTrack.BETA) class CreateV1Beta1(CreateV1): """Create a new Vertex AI index endpoint. ## EXAMPLES To create an index endpoint under project `example` with network `projects/123/global/networks/test-network` in region `us-central1`, run: $ {command} --display-name=index-endpoint --description=test --network=projects/123/global/networks/test-network --project=example --region=us-central1 """ def Run(self, args): return self._Run(args, constants.BETA_VERSION)