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<?php
/*
* Copyright 2014 Google Inc.
*
* 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.
*/
namespace Google\Service\CloudMachineLearningEngine\Resource;
use Google\Service\CloudMachineLearningEngine\GoogleCloudMlV1AddTrialMeasurementRequest;
use Google\Service\CloudMachineLearningEngine\GoogleCloudMlV1CheckTrialEarlyStoppingStateRequest;
use Google\Service\CloudMachineLearningEngine\GoogleCloudMlV1CompleteTrialRequest;
use Google\Service\CloudMachineLearningEngine\GoogleCloudMlV1ListOptimalTrialsRequest;
use Google\Service\CloudMachineLearningEngine\GoogleCloudMlV1ListOptimalTrialsResponse;
use Google\Service\CloudMachineLearningEngine\GoogleCloudMlV1ListTrialsResponse;
use Google\Service\CloudMachineLearningEngine\GoogleCloudMlV1StopTrialRequest;
use Google\Service\CloudMachineLearningEngine\GoogleCloudMlV1SuggestTrialsRequest;
use Google\Service\CloudMachineLearningEngine\GoogleCloudMlV1Trial;
use Google\Service\CloudMachineLearningEngine\GoogleLongrunningOperation;
use Google\Service\CloudMachineLearningEngine\GoogleProtobufEmpty;
/**
* The "trials" collection of methods.
* Typical usage is:
* <code>
* $mlService = new Google\Service\CloudMachineLearningEngine(...);
* $trials = $mlService->projects_locations_studies_trials;
* </code>
*/
class ProjectsLocationsStudiesTrials extends \Google\Service\Resource
{
/**
* Adds a measurement of the objective metrics to a trial. This measurement is
* assumed to have been taken before the trial is complete.
* (trials.addMeasurement)
*
* @param string $name Required. The trial name.
* @param GoogleCloudMlV1AddTrialMeasurementRequest $postBody
* @param array $optParams Optional parameters.
* @return GoogleCloudMlV1Trial
* @throws \Google\Service\Exception
*/
public function addMeasurement($name, GoogleCloudMlV1AddTrialMeasurementRequest $postBody, $optParams = [])
{
$params = ['name' => $name, 'postBody' => $postBody];
$params = array_merge($params, $optParams);
return $this->call('addMeasurement', [$params], GoogleCloudMlV1Trial::class);
}
/**
* Checks whether a trial should stop or not. Returns a long-running operation.
* When the operation is successful, it will contain a
* CheckTrialEarlyStoppingStateResponse. (trials.checkEarlyStoppingState)
*
* @param string $name Required. The trial name.
* @param GoogleCloudMlV1CheckTrialEarlyStoppingStateRequest $postBody
* @param array $optParams Optional parameters.
* @return GoogleLongrunningOperation
* @throws \Google\Service\Exception
*/
public function checkEarlyStoppingState($name, GoogleCloudMlV1CheckTrialEarlyStoppingStateRequest $postBody, $optParams = [])
{
$params = ['name' => $name, 'postBody' => $postBody];
$params = array_merge($params, $optParams);
return $this->call('checkEarlyStoppingState', [$params], GoogleLongrunningOperation::class);
}
/**
* Marks a trial as complete. (trials.complete)
*
* @param string $name Required. The trial name.metat
* @param GoogleCloudMlV1CompleteTrialRequest $postBody
* @param array $optParams Optional parameters.
* @return GoogleCloudMlV1Trial
* @throws \Google\Service\Exception
*/
public function complete($name, GoogleCloudMlV1CompleteTrialRequest $postBody, $optParams = [])
{
$params = ['name' => $name, 'postBody' => $postBody];
$params = array_merge($params, $optParams);
return $this->call('complete', [$params], GoogleCloudMlV1Trial::class);
}
/**
* Adds a user provided trial to a study. (trials.create)
*
* @param string $parent Required. The name of the study that the trial belongs
* to.
* @param GoogleCloudMlV1Trial $postBody
* @param array $optParams Optional parameters.
* @return GoogleCloudMlV1Trial
* @throws \Google\Service\Exception
*/
public function create($parent, GoogleCloudMlV1Trial $postBody, $optParams = [])
{
$params = ['parent' => $parent, 'postBody' => $postBody];
$params = array_merge($params, $optParams);
return $this->call('create', [$params], GoogleCloudMlV1Trial::class);
}
/**
* Deletes a trial. (trials.delete)
*
* @param string $name Required. The trial name.
* @param array $optParams Optional parameters.
* @return GoogleProtobufEmpty
* @throws \Google\Service\Exception
*/
public function delete($name, $optParams = [])
{
$params = ['name' => $name];
$params = array_merge($params, $optParams);
return $this->call('delete', [$params], GoogleProtobufEmpty::class);
}
/**
* Gets a trial. (trials.get)
*
* @param string $name Required. The trial name.
* @param array $optParams Optional parameters.
* @return GoogleCloudMlV1Trial
* @throws \Google\Service\Exception
*/
public function get($name, $optParams = [])
{
$params = ['name' => $name];
$params = array_merge($params, $optParams);
return $this->call('get', [$params], GoogleCloudMlV1Trial::class);
}
/**
* Lists the trials associated with a study.
* (trials.listProjectsLocationsStudiesTrials)
*
* @param string $parent Required. The name of the study that the trial belongs
* to.
* @param array $optParams Optional parameters.
* @return GoogleCloudMlV1ListTrialsResponse
* @throws \Google\Service\Exception
*/
public function listProjectsLocationsStudiesTrials($parent, $optParams = [])
{
$params = ['parent' => $parent];
$params = array_merge($params, $optParams);
return $this->call('list', [$params], GoogleCloudMlV1ListTrialsResponse::class);
}
/**
* Lists the pareto-optimal trials for multi-objective study or the optimal
* trials for single-objective study. The definition of pareto-optimal can be
* checked in wiki page. https://en.wikipedia.org/wiki/Pareto_efficiency
* (trials.listOptimalTrials)
*
* @param string $parent Required. The name of the study that the pareto-optimal
* trial belongs to.
* @param GoogleCloudMlV1ListOptimalTrialsRequest $postBody
* @param array $optParams Optional parameters.
* @return GoogleCloudMlV1ListOptimalTrialsResponse
* @throws \Google\Service\Exception
*/
public function listOptimalTrials($parent, GoogleCloudMlV1ListOptimalTrialsRequest $postBody, $optParams = [])
{
$params = ['parent' => $parent, 'postBody' => $postBody];
$params = array_merge($params, $optParams);
return $this->call('listOptimalTrials', [$params], GoogleCloudMlV1ListOptimalTrialsResponse::class);
}
/**
* Stops a trial. (trials.stop)
*
* @param string $name Required. The trial name.
* @param GoogleCloudMlV1StopTrialRequest $postBody
* @param array $optParams Optional parameters.
* @return GoogleCloudMlV1Trial
* @throws \Google\Service\Exception
*/
public function stop($name, GoogleCloudMlV1StopTrialRequest $postBody, $optParams = [])
{
$params = ['name' => $name, 'postBody' => $postBody];
$params = array_merge($params, $optParams);
return $this->call('stop', [$params], GoogleCloudMlV1Trial::class);
}
/**
* Adds one or more trials to a study, with parameter values suggested by AI
* Platform Vizier. Returns a long-running operation associated with the
* generation of trial suggestions. When this long-running operation succeeds,
* it will contain a SuggestTrialsResponse. (trials.suggest)
*
* @param string $parent Required. The name of the study that the trial belongs
* to.
* @param GoogleCloudMlV1SuggestTrialsRequest $postBody
* @param array $optParams Optional parameters.
* @return GoogleLongrunningOperation
* @throws \Google\Service\Exception
*/
public function suggest($parent, GoogleCloudMlV1SuggestTrialsRequest $postBody, $optParams = [])
{
$params = ['parent' => $parent, 'postBody' => $postBody];
$params = array_merge($params, $optParams);
return $this->call('suggest', [$params], GoogleLongrunningOperation::class);
}
}
// Adding a class alias for backwards compatibility with the previous class name.
class_alias(ProjectsLocationsStudiesTrials::class, 'Google_Service_CloudMachineLearningEngine_Resource_ProjectsLocationsStudiesTrials');