File: //snap/google-cloud-cli/396/lib/surface/ai/models/describe.py
# -*- 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.
"""Command to get a model in Vertex AI."""
from __future__ import absolute_import
from __future__ import division
from __future__ import unicode_literals
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 region_util
@base.ReleaseTracks(base.ReleaseTrack.GA)
@base.UniverseCompatible
class DescribeV1(base.DescribeCommand):
"""Get detailed model information about the given model id.
## EXAMPLES
Describe a model `123` of project `example` in region `us-central1`,
run:
$ {command} 123 --project=example --region=us-central1
Describe a model `123` of version `2` of project `example` in region
`us-central1`, run:
$ {command} 123@2 --project=example --region=us-central1
"""
@staticmethod
def Args(parser):
flags.AddModelResourceArg(parser, 'to describe',
region_util.PromptForOpRegion)
def _Run(self, args, model_ref, region):
with endpoint_util.AiplatformEndpointOverrides(
version=constants.GA_VERSION, region=region):
client_instance = apis.GetClientInstance(
constants.AI_PLATFORM_API_NAME,
constants.AI_PLATFORM_API_VERSION[constants.GA_VERSION])
return client.ModelsClient(
client=client_instance,
messages=client_instance.MESSAGES_MODULE).Get(model_ref)
def Run(self, args):
model_ref = args.CONCEPTS.model.Parse()
region = model_ref.AsDict()['locationsId']
return self._Run(args, model_ref, region)
@base.ReleaseTracks(base.ReleaseTrack.ALPHA, base.ReleaseTrack.BETA)
@base.UniverseCompatible
class DescribeV1Beta1(DescribeV1):
"""Get detailed model information about the given model id.
## EXAMPLES
Describe a model `123` of project `example` in region `us-central1`,
run:
$ {command} 123 --project=example --region=us-central1
Describe a model `123` of version `2` of project `example` in region
`us-central1`, run:
$ {command} 123@2 --project=example --region=us-central1
"""
def _Run(self, args, model_ref, region):
with endpoint_util.AiplatformEndpointOverrides(
version=constants.BETA_VERSION, region=region):
response = client.ModelsClient().Get(model_ref)
return response