File: //snap/google-cloud-cli/396/lib/googlecloudsdk/api_lib/ai/tensorboard_experiments/client.py
# -*- 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.
"""Utilities for AI Platform Tensorboard experiments API."""
from __future__ import absolute_import
from __future__ import division
from __future__ import unicode_literals
from apitools.base.py import list_pager
from googlecloudsdk.api_lib.util import apis
from googlecloudsdk.api_lib.util import common_args
from googlecloudsdk.command_lib.ai import constants
from googlecloudsdk.command_lib.ai import errors
from googlecloudsdk.command_lib.util.args import labels_util
class TensorboardExperimentsClient(object):
"""High-level client for the AI Platform Tensorboard experiment surface."""
def __init__(self,
client=None,
messages=None,
version=constants.BETA_VERSION):
self.client = client or apis.GetClientInstance(
constants.AI_PLATFORM_API_NAME,
constants.AI_PLATFORM_API_VERSION[version])
self.messages = messages or self.client.MESSAGES_MODULE
self._service = self.client.projects_locations_tensorboards_experiments
self._version = version
def Create(self, tensorboard_ref, args):
return self.CreateBeta(tensorboard_ref, args)
def CreateBeta(self, tensorboard_ref, args):
"""Create a new Tensorboard experiment."""
labels = labels_util.ParseCreateArgs(
args, self.messages.GoogleCloudAiplatformV1beta1TensorboardExperiment
.LabelsValue)
request = self.messages.AiplatformProjectsLocationsTensorboardsExperimentsCreateRequest(
parent=tensorboard_ref.RelativeName(),
googleCloudAiplatformV1beta1TensorboardExperiment=self.messages
.GoogleCloudAiplatformV1beta1TensorboardExperiment(
displayName=args.display_name,
description=args.description,
labels=labels),
tensorboardExperimentId=args.tensorboard_experiment_id)
return self._service.Create(request)
def List(self, tensorboard_ref, limit=1000, page_size=50, sort_by=None):
request = self.messages.AiplatformProjectsLocationsTensorboardsExperimentsListRequest(
parent=tensorboard_ref.RelativeName(),
orderBy=common_args.ParseSortByArg(sort_by))
return list_pager.YieldFromList(
self._service,
request,
field='tensorboardExperiments',
batch_size_attribute='pageSize',
batch_size=page_size,
limit=limit)
def Get(self, tensorboard_exp_ref):
request = self.messages.AiplatformProjectsLocationsTensorboardsExperimentsGetRequest(
name=tensorboard_exp_ref.RelativeName())
return self._service.Get(request)
def Delete(self, tensorboard_exp_ref):
request = (
self.messages
.AiplatformProjectsLocationsTensorboardsExperimentsDeleteRequest(
name=tensorboard_exp_ref.RelativeName()))
return self._service.Delete(request)
def Patch(self, tensorboard_exp_ref, args):
return self.PatchBeta(tensorboard_exp_ref, args)
def PatchBeta(self, tensorboard_exp_ref, args):
"""Update a Tensorboard experiment."""
tensorboard_exp = (
self.messages.GoogleCloudAiplatformV1beta1TensorboardExperiment())
update_mask = []
def GetLabels():
return self.Get(tensorboard_exp_ref).labels
labels_update = labels_util.ProcessUpdateArgsLazy(
args, self.messages.GoogleCloudAiplatformV1beta1TensorboardExperiment
.LabelsValue, GetLabels)
if labels_update.needs_update:
tensorboard_exp.labels = labels_update.labels
update_mask.append('labels')
if args.display_name is not None:
tensorboard_exp.displayName = args.display_name
update_mask.append('display_name')
if args.description is not None:
tensorboard_exp.description = args.description
update_mask.append('description')
if not update_mask:
raise errors.NoFieldsSpecifiedError('No updates requested.')
request = self.messages.AiplatformProjectsLocationsTensorboardsExperimentsPatchRequest(
name=tensorboard_exp_ref.RelativeName(),
googleCloudAiplatformV1beta1TensorboardExperiment=tensorboard_exp,
updateMask=','.join(update_mask))
return self._service.Patch(request)