84 lines
3.3 KiB
Python
84 lines
3.3 KiB
Python
# -*- coding: utf-8 -*- #
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# Copyright 2021 Google LLC. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""Vertex AI Tensorboard experiment create command."""
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from __future__ import absolute_import
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from __future__ import division
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from __future__ import unicode_literals
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from googlecloudsdk.api_lib.ai.tensorboard_experiments import client
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from googlecloudsdk.calliope import base
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from googlecloudsdk.command_lib.ai import constants
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from googlecloudsdk.command_lib.ai import endpoint_util
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from googlecloudsdk.command_lib.ai import flags
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from googlecloudsdk.command_lib.ai import validation
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from googlecloudsdk.command_lib.util.args import labels_util
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from googlecloudsdk.core import log
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def _AddArgs(parser):
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flags.AddTensorboardResourceArg(parser, 'to create a Tensorboard experiment')
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flags.GetDisplayNameArg(
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'tensorboard-experiment', required=False).AddToParser(parser)
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flags.GetDescriptionArg('tensorboard-experiment').AddToParser(parser)
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labels_util.AddCreateLabelsFlags(parser)
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# Required=True
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flags.GetTensorboardExperimentIdArg().AddToParser(parser)
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def _Run(args, version):
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"""Create a new Vertex AI Tensorboard experiment."""
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validation.ValidateDisplayName(args.display_name)
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tensorboard_ref = args.CONCEPTS.tensorboard.Parse()
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region = tensorboard_ref.AsDict()['locationsId']
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with endpoint_util.AiplatformEndpointOverrides(version, region=region):
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tensorboard_experiments_client = client.TensorboardExperimentsClient(
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version=version)
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response = tensorboard_experiments_client.Create(tensorboard_ref, args)
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if response.name:
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log.status.Print(('Created Vertex AI Tensorboard experiment: {}.').format(
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response.name))
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return response
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@base.ReleaseTracks(base.ReleaseTrack.BETA, base.ReleaseTrack.ALPHA)
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class CreateBeta(base.CreateCommand):
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"""Create a new Vertex AI Tensorboard experiment."""
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detailed_help = {
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'EXAMPLES':
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"""\
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To create a Tensorboard Experiment in a Tensorboard `12345`, with the display name `my tensorboard experiment`:
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$ {command} 12345 --tensorboard-experiment-id=my-tensorboard-experiment --display-name="my tensorboard experiment"
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You may also provide a description and/or labels:
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$ {command} 12345 --tensorboard-experiment-id=my-tensorboard-experiment --description="my description" --labels="label1=value1" --labels="label2=value2"
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To create a Tensorboard Experiment `my-tensorboard-experiment` in a Tensorboard `12345`, region `us-central1`, and project `my-project`:
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$ {command} projects/my-project/locations/us-central1/tensorboards/12345 --tensorboard-experiment-id=my-tensorboard-experiment
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""",
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}
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@staticmethod
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def Args(parser):
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_AddArgs(parser)
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def Run(self, args):
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return _Run(args, constants.BETA_VERSION)
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