File: //snap/google-cloud-cli/current/lib/surface/ai/models/copy.py
# -*- 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)
client_instance = apis.GetClientInstance(
constants.AI_PLATFORM_API_NAME,
constants.AI_PLATFORM_API_VERSION[constants.GA_VERSION])
self.messages = client.ModelsClient(
client=client_instance,
messages=client_instance.MESSAGES_MODULE).messages
@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])
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 = client.ModelsClient().messages
@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])
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))