208 lines
8.5 KiB
PHP
208 lines
8.5 KiB
PHP
<?php
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/*
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* Copyright 2014 Google Inc.
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*
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* Licensed under the Apache License, Version 2.0 (the "License"); you may not
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* use this file except in compliance with the License. You may obtain a copy of
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* 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, WITHOUT
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* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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* License for the specific language governing permissions and limitations under
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* the License.
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*/
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namespace Google\Service\CloudMachineLearningEngine\Resource;
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use Google\Service\CloudMachineLearningEngine\GoogleCloudMlV1AddTrialMeasurementRequest;
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use Google\Service\CloudMachineLearningEngine\GoogleCloudMlV1CheckTrialEarlyStoppingStateRequest;
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use Google\Service\CloudMachineLearningEngine\GoogleCloudMlV1CompleteTrialRequest;
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use Google\Service\CloudMachineLearningEngine\GoogleCloudMlV1ListOptimalTrialsRequest;
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use Google\Service\CloudMachineLearningEngine\GoogleCloudMlV1ListOptimalTrialsResponse;
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use Google\Service\CloudMachineLearningEngine\GoogleCloudMlV1ListTrialsResponse;
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use Google\Service\CloudMachineLearningEngine\GoogleCloudMlV1StopTrialRequest;
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use Google\Service\CloudMachineLearningEngine\GoogleCloudMlV1SuggestTrialsRequest;
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use Google\Service\CloudMachineLearningEngine\GoogleCloudMlV1Trial;
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use Google\Service\CloudMachineLearningEngine\GoogleLongrunningOperation;
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use Google\Service\CloudMachineLearningEngine\GoogleProtobufEmpty;
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/**
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* The "trials" collection of methods.
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* Typical usage is:
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* <code>
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* $mlService = new Google\Service\CloudMachineLearningEngine(...);
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* $trials = $mlService->projects_locations_studies_trials;
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* </code>
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*/
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class ProjectsLocationsStudiesTrials extends \Google\Service\Resource
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{
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/**
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* Adds a measurement of the objective metrics to a trial. This measurement is
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* assumed to have been taken before the trial is complete.
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* (trials.addMeasurement)
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*
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* @param string $name Required. The trial name.
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* @param GoogleCloudMlV1AddTrialMeasurementRequest $postBody
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* @param array $optParams Optional parameters.
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* @return GoogleCloudMlV1Trial
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* @throws \Google\Service\Exception
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*/
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public function addMeasurement($name, GoogleCloudMlV1AddTrialMeasurementRequest $postBody, $optParams = [])
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{
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$params = ['name' => $name, 'postBody' => $postBody];
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$params = array_merge($params, $optParams);
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return $this->call('addMeasurement', [$params], GoogleCloudMlV1Trial::class);
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}
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/**
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* Checks whether a trial should stop or not. Returns a long-running operation.
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* When the operation is successful, it will contain a
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* CheckTrialEarlyStoppingStateResponse. (trials.checkEarlyStoppingState)
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*
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* @param string $name Required. The trial name.
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* @param GoogleCloudMlV1CheckTrialEarlyStoppingStateRequest $postBody
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* @param array $optParams Optional parameters.
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* @return GoogleLongrunningOperation
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* @throws \Google\Service\Exception
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*/
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public function checkEarlyStoppingState($name, GoogleCloudMlV1CheckTrialEarlyStoppingStateRequest $postBody, $optParams = [])
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{
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$params = ['name' => $name, 'postBody' => $postBody];
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$params = array_merge($params, $optParams);
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return $this->call('checkEarlyStoppingState', [$params], GoogleLongrunningOperation::class);
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}
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/**
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* Marks a trial as complete. (trials.complete)
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*
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* @param string $name Required. The trial name.metat
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* @param GoogleCloudMlV1CompleteTrialRequest $postBody
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* @param array $optParams Optional parameters.
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* @return GoogleCloudMlV1Trial
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* @throws \Google\Service\Exception
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*/
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public function complete($name, GoogleCloudMlV1CompleteTrialRequest $postBody, $optParams = [])
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{
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$params = ['name' => $name, 'postBody' => $postBody];
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$params = array_merge($params, $optParams);
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return $this->call('complete', [$params], GoogleCloudMlV1Trial::class);
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}
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/**
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* Adds a user provided trial to a study. (trials.create)
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*
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* @param string $parent Required. The name of the study that the trial belongs
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* to.
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* @param GoogleCloudMlV1Trial $postBody
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* @param array $optParams Optional parameters.
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* @return GoogleCloudMlV1Trial
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* @throws \Google\Service\Exception
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*/
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public function create($parent, GoogleCloudMlV1Trial $postBody, $optParams = [])
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{
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$params = ['parent' => $parent, 'postBody' => $postBody];
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$params = array_merge($params, $optParams);
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return $this->call('create', [$params], GoogleCloudMlV1Trial::class);
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}
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/**
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* Deletes a trial. (trials.delete)
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*
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* @param string $name Required. The trial name.
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* @param array $optParams Optional parameters.
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* @return GoogleProtobufEmpty
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* @throws \Google\Service\Exception
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*/
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public function delete($name, $optParams = [])
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{
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$params = ['name' => $name];
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$params = array_merge($params, $optParams);
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return $this->call('delete', [$params], GoogleProtobufEmpty::class);
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}
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/**
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* Gets a trial. (trials.get)
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*
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* @param string $name Required. The trial name.
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* @param array $optParams Optional parameters.
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* @return GoogleCloudMlV1Trial
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* @throws \Google\Service\Exception
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*/
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public function get($name, $optParams = [])
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{
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$params = ['name' => $name];
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$params = array_merge($params, $optParams);
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return $this->call('get', [$params], GoogleCloudMlV1Trial::class);
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}
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/**
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* Lists the trials associated with a study.
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* (trials.listProjectsLocationsStudiesTrials)
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*
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* @param string $parent Required. The name of the study that the trial belongs
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* to.
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* @param array $optParams Optional parameters.
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* @return GoogleCloudMlV1ListTrialsResponse
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* @throws \Google\Service\Exception
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*/
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public function listProjectsLocationsStudiesTrials($parent, $optParams = [])
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{
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$params = ['parent' => $parent];
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$params = array_merge($params, $optParams);
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return $this->call('list', [$params], GoogleCloudMlV1ListTrialsResponse::class);
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}
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/**
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* Lists the pareto-optimal trials for multi-objective study or the optimal
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* trials for single-objective study. The definition of pareto-optimal can be
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* checked in wiki page. https://en.wikipedia.org/wiki/Pareto_efficiency
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* (trials.listOptimalTrials)
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*
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* @param string $parent Required. The name of the study that the pareto-optimal
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* trial belongs to.
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* @param GoogleCloudMlV1ListOptimalTrialsRequest $postBody
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* @param array $optParams Optional parameters.
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* @return GoogleCloudMlV1ListOptimalTrialsResponse
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* @throws \Google\Service\Exception
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*/
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public function listOptimalTrials($parent, GoogleCloudMlV1ListOptimalTrialsRequest $postBody, $optParams = [])
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{
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$params = ['parent' => $parent, 'postBody' => $postBody];
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$params = array_merge($params, $optParams);
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return $this->call('listOptimalTrials', [$params], GoogleCloudMlV1ListOptimalTrialsResponse::class);
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}
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/**
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* Stops a trial. (trials.stop)
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*
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* @param string $name Required. The trial name.
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* @param GoogleCloudMlV1StopTrialRequest $postBody
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* @param array $optParams Optional parameters.
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* @return GoogleCloudMlV1Trial
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* @throws \Google\Service\Exception
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*/
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public function stop($name, GoogleCloudMlV1StopTrialRequest $postBody, $optParams = [])
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{
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$params = ['name' => $name, 'postBody' => $postBody];
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$params = array_merge($params, $optParams);
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return $this->call('stop', [$params], GoogleCloudMlV1Trial::class);
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}
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/**
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* Adds one or more trials to a study, with parameter values suggested by AI
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* Platform Vizier. Returns a long-running operation associated with the
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* generation of trial suggestions. When this long-running operation succeeds,
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* it will contain a SuggestTrialsResponse. (trials.suggest)
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*
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* @param string $parent Required. The name of the study that the trial belongs
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* to.
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* @param GoogleCloudMlV1SuggestTrialsRequest $postBody
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* @param array $optParams Optional parameters.
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* @return GoogleLongrunningOperation
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* @throws \Google\Service\Exception
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*/
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public function suggest($parent, GoogleCloudMlV1SuggestTrialsRequest $postBody, $optParams = [])
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{
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$params = ['parent' => $parent, 'postBody' => $postBody];
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$params = array_merge($params, $optParams);
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return $this->call('suggest', [$params], GoogleLongrunningOperation::class);
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}
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}
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// Adding a class alias for backwards compatibility with the previous class name.
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class_alias(ProjectsLocationsStudiesTrials::class, 'Google_Service_CloudMachineLearningEngine_Resource_ProjectsLocationsStudiesTrials');
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