# -*- coding: utf-8 -*- # # Copyright 2021 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 Tensorboard experiment create command.""" from __future__ import absolute_import from __future__ import division from __future__ import unicode_literals from googlecloudsdk.api_lib.ai.tensorboard_experiments 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 flags from googlecloudsdk.command_lib.ai import validation from googlecloudsdk.command_lib.util.args import labels_util from googlecloudsdk.core import log def _AddArgs(parser): flags.AddTensorboardResourceArg(parser, 'to create a Tensorboard experiment') flags.GetDisplayNameArg( 'tensorboard-experiment', required=False).AddToParser(parser) flags.GetDescriptionArg('tensorboard-experiment').AddToParser(parser) labels_util.AddCreateLabelsFlags(parser) # Required=True flags.GetTensorboardExperimentIdArg().AddToParser(parser) def _Run(args, version): """Create a new Vertex AI Tensorboard experiment.""" validation.ValidateDisplayName(args.display_name) tensorboard_ref = args.CONCEPTS.tensorboard.Parse() region = tensorboard_ref.AsDict()['locationsId'] with endpoint_util.AiplatformEndpointOverrides(version, region=region): tensorboard_experiments_client = client.TensorboardExperimentsClient( version=version) response = tensorboard_experiments_client.Create(tensorboard_ref, args) if response.name: log.status.Print(('Created Vertex AI Tensorboard experiment: {}.').format( response.name)) return response @base.ReleaseTracks(base.ReleaseTrack.BETA, base.ReleaseTrack.ALPHA) class CreateBeta(base.CreateCommand): """Create a new Vertex AI Tensorboard experiment.""" detailed_help = { 'EXAMPLES': """\ To create a Tensorboard Experiment in a Tensorboard `12345`, with the display name `my tensorboard experiment`: $ {command} 12345 --tensorboard-experiment-id=my-tensorboard-experiment --display-name="my tensorboard experiment" You may also provide a description and/or labels: $ {command} 12345 --tensorboard-experiment-id=my-tensorboard-experiment --description="my description" --labels="label1=value1" --labels="label2=value2" To create a Tensorboard Experiment `my-tensorboard-experiment` in a Tensorboard `12345`, region `us-central1`, and project `my-project`: $ {command} projects/my-project/locations/us-central1/tensorboards/12345 --tensorboard-experiment-id=my-tensorboard-experiment """, } @staticmethod def Args(parser): _AddArgs(parser) def Run(self, args): return _Run(args, constants.BETA_VERSION)