# -*- 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 endpoints undeploy-model command.""" from __future__ import absolute_import from __future__ import division from __future__ import unicode_literals from googlecloudsdk.api_lib.ai import operations from googlecloudsdk.api_lib.ai.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 endpoints_util from googlecloudsdk.command_lib.ai import flags from googlecloudsdk.command_lib.ai import operations_util from googlecloudsdk.command_lib.ai import region_util def _AddArgs(parser): flags.AddEndpointResourceArg( parser, 'to undeploy a model from', prompt_func=region_util.PromptForOpRegion) flags.GetDeployedModelId().AddToParser(parser) flags.GetTrafficSplitArg().AddToParser(parser) def _Run(args, version): """Undeploy a model fro man existing Vertex AI endpoint.""" endpoint_ref = args.CONCEPTS.endpoint.Parse() args.region = endpoint_ref.AsDict()['locationsId'] with endpoint_util.AiplatformEndpointOverrides(version, region=args.region): endpoints_client = client.EndpointsClient(version=version) operation_client = operations.OperationsClient() if version == constants.GA_VERSION: op = endpoints_client.UndeployModel( endpoint_ref, args.deployed_model_id, traffic_split=args.traffic_split) else: op = endpoints_client.UndeployModelBeta( endpoint_ref, args.deployed_model_id, traffic_split=args.traffic_split) return operations_util.WaitForOpMaybe( operation_client, op, endpoints_util.ParseOperation(op.name)) @base.ReleaseTracks(base.ReleaseTrack.GA) @base.UniverseCompatible class UndeployModelGa(base.Command): """Undeploy a model from an existing Vertex AI endpoint. ## EXAMPLES To undeploy a model ``456'' from an endpoint ``123'' under project ``example'' in region ``us-central1'', run: $ {command} 123 --project=example --region=us-central1 --deployed-model-id=456 """ @staticmethod def Args(parser): _AddArgs(parser) def Run(self, args): _Run(args, constants.GA_VERSION) @base.ReleaseTracks(base.ReleaseTrack.BETA, base.ReleaseTrack.ALPHA) @base.UniverseCompatible class UndeployModelBeta(UndeployModelGa): """Undeploy a model from an existing Vertex AI endpoint. ## EXAMPLES To undeploy a model ``456'' from an endpoint ``123'' under project ``example'' in region ``us-central1'', run: $ {command} 123 --project=example --region=us-central1 --deployed-model-id=456 """ def Run(self, args): _Run(args, constants.BETA_VERSION)