# -*- coding: utf-8 -*- # # Copyright 2022 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. """Command to copy a model in Vertex AI.""" 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.models import client from googlecloudsdk.api_lib.util import apis 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 models_util from googlecloudsdk.command_lib.ai import operations_util from googlecloudsdk.command_lib.ai import region_util @base.ReleaseTracks(base.ReleaseTrack.GA) @base.UniverseCompatible class CopyV1(base.CreateCommand): """Copy a model. ## EXAMPLES To copy a model `123` of project `example` from region `us-central1` to region `europe-west4`, run: $ {command} --source-model=projects/example/locations/us-central1/models/123 --region=projects/example/locations/europe-west4 """ def __init__(self, *args, **kwargs): super(CopyV1, self).__init__(*args, **kwargs) self.messages = None @staticmethod def Args(parser): flags.AddCopyModelFlags(parser, region_util.PromptForOpRegion) def Run(self, args): destination_region_ref = args.CONCEPTS.region.Parse() destination_region = destination_region_ref.AsDict()['locationsId'] with endpoint_util.AiplatformEndpointOverrides( version=constants.GA_VERSION, region=destination_region): client_instance = apis.GetClientInstance( constants.AI_PLATFORM_API_NAME, constants.AI_PLATFORM_API_VERSION[constants.GA_VERSION]) self.messages = client_instance.MESSAGES_MODULE operation = client.ModelsClient( client=client_instance, messages=client_instance.MESSAGES_MODULE).CopyV1( destination_region_ref, args.source_model, args.kms_key_name, args.destination_model_id, args.destination_parent_model) return operations_util.WaitForOpMaybe( operations_client=operations.OperationsClient( client=client_instance, messages=client_instance.MESSAGES_MODULE), op=operation, op_ref=models_util.ParseModelOperation(operation.name)) @base.ReleaseTracks(base.ReleaseTrack.ALPHA, base.ReleaseTrack.BETA) @base.UniverseCompatible class CopyV1Beta1(CopyV1): """Copy a model. ## EXAMPLES To copy a model `123` of project `example` from region `us-central1` to region `europe-west4`, run: $ {command} --source-model=projects/example/locations/us-central1/models/123 --region=projects/example/locations/europe-west4 """ def __init__(self, *args, **kwargs): super(CopyV1Beta1, self).__init__(*args, **kwargs) self.messages = None @staticmethod def Args(parser): flags.AddCopyModelFlags(parser, region_util.PromptForOpRegion) def Run(self, args): destination_region_ref = args.CONCEPTS.region.Parse() destination_region = destination_region_ref.AsDict()['locationsId'] with endpoint_util.AiplatformEndpointOverrides( version=constants.BETA_VERSION, region=destination_region): client_instance = apis.GetClientInstance( constants.AI_PLATFORM_API_NAME, constants.AI_PLATFORM_API_VERSION[constants.BETA_VERSION]) self.messages = client_instance.MESSAGES_MODULE operation = client.ModelsClient( client=client_instance, messages=client_instance.MESSAGES_MODULE).CopyV1Beta1( destination_region_ref, args.source_model, args.kms_key_name, args.destination_model_id, args.destination_parent_model) return operations_util.WaitForOpMaybe( operations_client=operations.OperationsClient(), op=operation, op_ref=models_util.ParseModelOperation(operation.name))