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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;

use 
Google\Client;

/**
 * Service definition for Aiplatform (v1).
 *
 * <p>
 * Train high-quality custom machine learning models with minimal machine
 * learning expertise and effort.</p>
 *
 * <p>
 * For more information about this service, see the API
 * <a href="https://cloud.google.com/vertex-ai/" target="_blank">Documentation</a>
 * </p>
 *
 * @author Google, Inc.
 */
class Aiplatform extends \Google\Service
{
  
/** See, edit, configure, and delete your Google Cloud data and see the email address for your Google Account.. */
  
const CLOUD_PLATFORM =
      
"https://www.googleapis.com/auth/cloud-platform";
  
/** View your data across Google Cloud services and see the email address of your Google Account. */
  
const CLOUD_PLATFORM_READ_ONLY =
      
"https://www.googleapis.com/auth/cloud-platform.read-only";

  public 
$projects_locations;
  public 
$projects_locations_batchPredictionJobs;
  public 
$projects_locations_customJobs;
  public 
$projects_locations_customJobs_operations;
  public 
$projects_locations_dataLabelingJobs;
  public 
$projects_locations_dataLabelingJobs_operations;
  public 
$projects_locations_datasets;
  public 
$projects_locations_datasets_annotationSpecs;
  public 
$projects_locations_datasets_annotationSpecs_operations;
  public 
$projects_locations_datasets_dataItems;
  public 
$projects_locations_datasets_dataItems_annotations;
  public 
$projects_locations_datasets_dataItems_annotations_operations;
  public 
$projects_locations_datasets_dataItems_operations;
  public 
$projects_locations_datasets_operations;
  public 
$projects_locations_datasets_savedQueries;
  public 
$projects_locations_datasets_savedQueries_operations;
  public 
$projects_locations_deploymentResourcePools_operations;
  public 
$projects_locations_endpoints;
  public 
$projects_locations_endpoints_operations;
  public 
$projects_locations_featurestores;
  public 
$projects_locations_featurestores_entityTypes;
  public 
$projects_locations_featurestores_entityTypes_features;
  public 
$projects_locations_featurestores_entityTypes_features_operations;
  public 
$projects_locations_featurestores_entityTypes_operations;
  public 
$projects_locations_featurestores_operations;
  public 
$projects_locations_hyperparameterTuningJobs;
  public 
$projects_locations_hyperparameterTuningJobs_operations;
  public 
$projects_locations_indexEndpoints;
  public 
$projects_locations_indexEndpoints_operations;
  public 
$projects_locations_indexes;
  public 
$projects_locations_indexes_operations;
  public 
$projects_locations_metadataStores;
  public 
$projects_locations_metadataStores_artifacts;
  public 
$projects_locations_metadataStores_contexts;
  public 
$projects_locations_metadataStores_executions;
  public 
$projects_locations_metadataStores_metadataSchemas;
  public 
$projects_locations_migratableResources;
  public 
$projects_locations_migratableResources_operations;
  public 
$projects_locations_modelDeploymentMonitoringJobs;
  public 
$projects_locations_modelDeploymentMonitoringJobs_operations;
  public 
$projects_locations_models;
  public 
$projects_locations_models_evaluations;
  public 
$projects_locations_models_evaluations_operations;
  public 
$projects_locations_models_evaluations_slices;
  public 
$projects_locations_models_operations;
  public 
$projects_locations_nasJobs;
  public 
$projects_locations_nasJobs_nasTrialDetails;
  public 
$projects_locations_notebookRuntimeTemplates;
  public 
$projects_locations_notebookRuntimes;
  public 
$projects_locations_operations;
  public 
$projects_locations_pipelineJobs;
  public 
$projects_locations_pipelineJobs_operations;
  public 
$projects_locations_publishers_models;
  public 
$projects_locations_schedules;
  public 
$projects_locations_schedules_operations;
  public 
$projects_locations_specialistPools;
  public 
$projects_locations_specialistPools_operations;
  public 
$projects_locations_studies;
  public 
$projects_locations_studies_operations;
  public 
$projects_locations_studies_trials;
  public 
$projects_locations_studies_trials_operations;
  public 
$projects_locations_tensorboards;
  public 
$projects_locations_tensorboards_experiments;
  public 
$projects_locations_tensorboards_experiments_operations;
  public 
$projects_locations_tensorboards_experiments_runs;
  public 
$projects_locations_tensorboards_experiments_runs_operations;
  public 
$projects_locations_tensorboards_experiments_runs_timeSeries;
  public 
$projects_locations_tensorboards_experiments_runs_timeSeries_operations;
  public 
$projects_locations_tensorboards_operations;
  public 
$projects_locations_trainingPipelines;
  public 
$projects_locations_trainingPipelines_operations;
  public 
$publishers_models;

  
/**
   * Constructs the internal representation of the Aiplatform service.
   *
   * @param Client|array $clientOrConfig The client used to deliver requests, or a
   *                                     config array to pass to a new Client instance.
   * @param string $rootUrl The root URL used for requests to the service.
   */
  
public function __construct($clientOrConfig = [], $rootUrl null)
  {
    
parent::__construct($clientOrConfig);
    
$this->rootUrl $rootUrl ?: 'https://aiplatform.googleapis.com/';
    
$this->servicePath '';
    
$this->batchPath 'batch';
    
$this->version 'v1';
    
$this->serviceName 'aiplatform';

    
$this->projects_locations = new Aiplatform\Resource\ProjectsLocations(
        
$this,
        
$this->serviceName,
        
'locations',
        [
          
'methods' => [
            
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/locations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_batchPredictionJobs = new Aiplatform\Resource\ProjectsLocationsBatchPredictionJobs(
        
$this,
        
$this->serviceName,
        
'batchPredictionJobs',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'create' => [
              
'path' => 'v1/{+parent}/batchPredictionJobs',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/batchPredictionJobs',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_customJobs = new Aiplatform\Resource\ProjectsLocationsCustomJobs(
        
$this,
        
$this->serviceName,
        
'customJobs',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'create' => [
              
'path' => 'v1/{+parent}/customJobs',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/customJobs',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_customJobs_operations = new Aiplatform\Resource\ProjectsLocationsCustomJobsOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_dataLabelingJobs = new Aiplatform\Resource\ProjectsLocationsDataLabelingJobs(
        
$this,
        
$this->serviceName,
        
'dataLabelingJobs',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'create' => [
              
'path' => 'v1/{+parent}/dataLabelingJobs',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/dataLabelingJobs',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_dataLabelingJobs_operations = new Aiplatform\Resource\ProjectsLocationsDataLabelingJobsOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_datasets = new Aiplatform\Resource\ProjectsLocationsDatasets(
        
$this,
        
$this->serviceName,
        
'datasets',
        [
          
'methods' => [
            
'create' => [
              
'path' => 'v1/{+parent}/datasets',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'export' => [
              
'path' => 'v1/{+name}:export',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'import' => [
              
'path' => 'v1/{+name}:import',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/datasets',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'patch' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'PATCH',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'updateMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'searchDataItems' => [
              
'path' => 'v1/{+dataset}:searchDataItems',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'dataset' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'annotationFilters' => [
                  
'location' => 'query',
                  
'type' => 'string',
                  
'repeated' => true,
                ],
                
'annotationsFilter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'annotationsLimit' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'dataItemFilter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'dataLabelingJob' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'fieldMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderByAnnotation.orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderByAnnotation.savedQuery' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderByDataItem' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'savedQuery' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_datasets_annotationSpecs = new Aiplatform\Resource\ProjectsLocationsDatasetsAnnotationSpecs(
        
$this,
        
$this->serviceName,
        
'annotationSpecs',
        [
          
'methods' => [
            
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_datasets_annotationSpecs_operations = new Aiplatform\Resource\ProjectsLocationsDatasetsAnnotationSpecsOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_datasets_dataItems = new Aiplatform\Resource\ProjectsLocationsDatasetsDataItems(
        
$this,
        
$this->serviceName,
        
'dataItems',
        [
          
'methods' => [
            
'list' => [
              
'path' => 'v1/{+parent}/dataItems',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_datasets_dataItems_annotations = new Aiplatform\Resource\ProjectsLocationsDatasetsDataItemsAnnotations(
        
$this,
        
$this->serviceName,
        
'annotations',
        [
          
'methods' => [
            
'list' => [
              
'path' => 'v1/{+parent}/annotations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_datasets_dataItems_annotations_operations = new Aiplatform\Resource\ProjectsLocationsDatasetsDataItemsAnnotationsOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_datasets_dataItems_operations = new Aiplatform\Resource\ProjectsLocationsDatasetsDataItemsOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_datasets_operations = new Aiplatform\Resource\ProjectsLocationsDatasetsOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_datasets_savedQueries = new Aiplatform\Resource\ProjectsLocationsDatasetsSavedQueries(
        
$this,
        
$this->serviceName,
        
'savedQueries',
        [
          
'methods' => [
            
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/savedQueries',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_datasets_savedQueries_operations = new Aiplatform\Resource\ProjectsLocationsDatasetsSavedQueriesOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_deploymentResourcePools_operations = new Aiplatform\Resource\ProjectsLocationsDeploymentResourcePoolsOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_endpoints = new Aiplatform\Resource\ProjectsLocationsEndpoints(
        
$this,
        
$this->serviceName,
        
'endpoints',
        [
          
'methods' => [
            
'create' => [
              
'path' => 'v1/{+parent}/endpoints',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'endpointId' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'deployModel' => [
              
'path' => 'v1/{+endpoint}:deployModel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'endpoint' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'explain' => [
              
'path' => 'v1/{+endpoint}:explain',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'endpoint' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/endpoints',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'mutateDeployedModel' => [
              
'path' => 'v1/{+endpoint}:mutateDeployedModel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'endpoint' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'patch' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'PATCH',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'updateMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'predict' => [
              
'path' => 'v1/{+endpoint}:predict',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'endpoint' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'rawPredict' => [
              
'path' => 'v1/{+endpoint}:rawPredict',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'endpoint' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'serverStreamingPredict' => [
              
'path' => 'v1/{+endpoint}:serverStreamingPredict',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'endpoint' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'undeployModel' => [
              
'path' => 'v1/{+endpoint}:undeployModel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'endpoint' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_endpoints_operations = new Aiplatform\Resource\ProjectsLocationsEndpointsOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_featurestores = new Aiplatform\Resource\ProjectsLocationsFeaturestores(
        
$this,
        
$this->serviceName,
        
'featurestores',
        [
          
'methods' => [
            
'batchReadFeatureValues' => [
              
'path' => 'v1/{+featurestore}:batchReadFeatureValues',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'featurestore' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'create' => [
              
'path' => 'v1/{+parent}/featurestores',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'featurestoreId' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'force' => [
                  
'location' => 'query',
                  
'type' => 'boolean',
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'getIamPolicy' => [
              
'path' => 'v1/{+resource}:getIamPolicy',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'resource' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'options.requestedPolicyVersion' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/featurestores',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'patch' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'PATCH',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'updateMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'searchFeatures' => [
              
'path' => 'v1/{+location}/featurestores:searchFeatures',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'location' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'query' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'setIamPolicy' => [
              
'path' => 'v1/{+resource}:setIamPolicy',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'resource' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'testIamPermissions' => [
              
'path' => 'v1/{+resource}:testIamPermissions',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'resource' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'permissions' => [
                  
'location' => 'query',
                  
'type' => 'string',
                  
'repeated' => true,
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_featurestores_entityTypes = new Aiplatform\Resource\ProjectsLocationsFeaturestoresEntityTypes(
        
$this,
        
$this->serviceName,
        
'entityTypes',
        [
          
'methods' => [
            
'create' => [
              
'path' => 'v1/{+parent}/entityTypes',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'entityTypeId' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'force' => [
                  
'location' => 'query',
                  
'type' => 'boolean',
                ],
              ],
            ],
'deleteFeatureValues' => [
              
'path' => 'v1/{+entityType}:deleteFeatureValues',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'entityType' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'exportFeatureValues' => [
              
'path' => 'v1/{+entityType}:exportFeatureValues',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'entityType' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'getIamPolicy' => [
              
'path' => 'v1/{+resource}:getIamPolicy',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'resource' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'options.requestedPolicyVersion' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
              ],
            ],
'importFeatureValues' => [
              
'path' => 'v1/{+entityType}:importFeatureValues',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'entityType' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/entityTypes',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'patch' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'PATCH',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'updateMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'readFeatureValues' => [
              
'path' => 'v1/{+entityType}:readFeatureValues',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'entityType' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'setIamPolicy' => [
              
'path' => 'v1/{+resource}:setIamPolicy',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'resource' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'streamingReadFeatureValues' => [
              
'path' => 'v1/{+entityType}:streamingReadFeatureValues',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'entityType' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'testIamPermissions' => [
              
'path' => 'v1/{+resource}:testIamPermissions',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'resource' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'permissions' => [
                  
'location' => 'query',
                  
'type' => 'string',
                  
'repeated' => true,
                ],
              ],
            ],
'writeFeatureValues' => [
              
'path' => 'v1/{+entityType}:writeFeatureValues',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'entityType' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_featurestores_entityTypes_features = new Aiplatform\Resource\ProjectsLocationsFeaturestoresEntityTypesFeatures(
        
$this,
        
$this->serviceName,
        
'features',
        [
          
'methods' => [
            
'batchCreate' => [
              
'path' => 'v1/{+parent}/features:batchCreate',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'create' => [
              
'path' => 'v1/{+parent}/features',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'featureId' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/features',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'latestStatsCount' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'patch' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'PATCH',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'updateMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_featurestores_entityTypes_features_operations = new Aiplatform\Resource\ProjectsLocationsFeaturestoresEntityTypesFeaturesOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_featurestores_entityTypes_operations = new Aiplatform\Resource\ProjectsLocationsFeaturestoresEntityTypesOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_featurestores_operations = new Aiplatform\Resource\ProjectsLocationsFeaturestoresOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_hyperparameterTuningJobs = new Aiplatform\Resource\ProjectsLocationsHyperparameterTuningJobs(
        
$this,
        
$this->serviceName,
        
'hyperparameterTuningJobs',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'create' => [
              
'path' => 'v1/{+parent}/hyperparameterTuningJobs',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/hyperparameterTuningJobs',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_hyperparameterTuningJobs_operations = new Aiplatform\Resource\ProjectsLocationsHyperparameterTuningJobsOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_indexEndpoints = new Aiplatform\Resource\ProjectsLocationsIndexEndpoints(
        
$this,
        
$this->serviceName,
        
'indexEndpoints',
        [
          
'methods' => [
            
'create' => [
              
'path' => 'v1/{+parent}/indexEndpoints',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'deployIndex' => [
              
'path' => 'v1/{+indexEndpoint}:deployIndex',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'indexEndpoint' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'findNeighbors' => [
              
'path' => 'v1/{+indexEndpoint}:findNeighbors',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'indexEndpoint' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/indexEndpoints',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'mutateDeployedIndex' => [
              
'path' => 'v1/{+indexEndpoint}:mutateDeployedIndex',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'indexEndpoint' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'patch' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'PATCH',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'updateMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'readIndexDatapoints' => [
              
'path' => 'v1/{+indexEndpoint}:readIndexDatapoints',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'indexEndpoint' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'undeployIndex' => [
              
'path' => 'v1/{+indexEndpoint}:undeployIndex',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'indexEndpoint' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_indexEndpoints_operations = new Aiplatform\Resource\ProjectsLocationsIndexEndpointsOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_indexes = new Aiplatform\Resource\ProjectsLocationsIndexes(
        
$this,
        
$this->serviceName,
        
'indexes',
        [
          
'methods' => [
            
'create' => [
              
'path' => 'v1/{+parent}/indexes',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/indexes',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'patch' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'PATCH',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'updateMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'removeDatapoints' => [
              
'path' => 'v1/{+index}:removeDatapoints',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'index' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'upsertDatapoints' => [
              
'path' => 'v1/{+index}:upsertDatapoints',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'index' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_indexes_operations = new Aiplatform\Resource\ProjectsLocationsIndexesOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_metadataStores = new Aiplatform\Resource\ProjectsLocationsMetadataStores(
        
$this,
        
$this->serviceName,
        
'metadataStores',
        [
          
'methods' => [
            
'create' => [
              
'path' => 'v1/{+parent}/metadataStores',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'metadataStoreId' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'force' => [
                  
'location' => 'query',
                  
'type' => 'boolean',
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/metadataStores',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_metadataStores_artifacts = new Aiplatform\Resource\ProjectsLocationsMetadataStoresArtifacts(
        
$this,
        
$this->serviceName,
        
'artifacts',
        [
          
'methods' => [
            
'create' => [
              
'path' => 'v1/{+parent}/artifacts',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'artifactId' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'etag' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/artifacts',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'patch' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'PATCH',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'allowMissing' => [
                  
'location' => 'query',
                  
'type' => 'boolean',
                ],
                
'updateMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'purge' => [
              
'path' => 'v1/{+parent}/artifacts:purge',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'queryArtifactLineageSubgraph' => [
              
'path' => 'v1/{+artifact}:queryArtifactLineageSubgraph',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'artifact' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'maxHops' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_metadataStores_contexts = new Aiplatform\Resource\ProjectsLocationsMetadataStoresContexts(
        
$this,
        
$this->serviceName,
        
'contexts',
        [
          
'methods' => [
            
'addContextArtifactsAndExecutions' => [
              
'path' => 'v1/{+context}:addContextArtifactsAndExecutions',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'context' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'addContextChildren' => [
              
'path' => 'v1/{+context}:addContextChildren',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'context' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'create' => [
              
'path' => 'v1/{+parent}/contexts',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'contextId' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'etag' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'force' => [
                  
'location' => 'query',
                  
'type' => 'boolean',
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/contexts',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'patch' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'PATCH',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'allowMissing' => [
                  
'location' => 'query',
                  
'type' => 'boolean',
                ],
                
'updateMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'purge' => [
              
'path' => 'v1/{+parent}/contexts:purge',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'queryContextLineageSubgraph' => [
              
'path' => 'v1/{+context}:queryContextLineageSubgraph',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'context' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'removeContextChildren' => [
              
'path' => 'v1/{+context}:removeContextChildren',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'context' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_metadataStores_executions = new Aiplatform\Resource\ProjectsLocationsMetadataStoresExecutions(
        
$this,
        
$this->serviceName,
        
'executions',
        [
          
'methods' => [
            
'addExecutionEvents' => [
              
'path' => 'v1/{+execution}:addExecutionEvents',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'execution' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'create' => [
              
'path' => 'v1/{+parent}/executions',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'executionId' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'etag' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/executions',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'patch' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'PATCH',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'allowMissing' => [
                  
'location' => 'query',
                  
'type' => 'boolean',
                ],
                
'updateMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'purge' => [
              
'path' => 'v1/{+parent}/executions:purge',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'queryExecutionInputsAndOutputs' => [
              
'path' => 'v1/{+execution}:queryExecutionInputsAndOutputs',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'execution' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_metadataStores_metadataSchemas = new Aiplatform\Resource\ProjectsLocationsMetadataStoresMetadataSchemas(
        
$this,
        
$this->serviceName,
        
'metadataSchemas',
        [
          
'methods' => [
            
'create' => [
              
'path' => 'v1/{+parent}/metadataSchemas',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'metadataSchemaId' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/metadataSchemas',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_migratableResources = new Aiplatform\Resource\ProjectsLocationsMigratableResources(
        
$this,
        
$this->serviceName,
        
'migratableResources',
        [
          
'methods' => [
            
'batchMigrate' => [
              
'path' => 'v1/{+parent}/migratableResources:batchMigrate',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'search' => [
              
'path' => 'v1/{+parent}/migratableResources:search',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_migratableResources_operations = new Aiplatform\Resource\ProjectsLocationsMigratableResourcesOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_modelDeploymentMonitoringJobs = new Aiplatform\Resource\ProjectsLocationsModelDeploymentMonitoringJobs(
        
$this,
        
$this->serviceName,
        
'modelDeploymentMonitoringJobs',
        [
          
'methods' => [
            
'create' => [
              
'path' => 'v1/{+parent}/modelDeploymentMonitoringJobs',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/modelDeploymentMonitoringJobs',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'patch' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'PATCH',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'updateMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'pause' => [
              
'path' => 'v1/{+name}:pause',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'resume' => [
              
'path' => 'v1/{+name}:resume',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'searchModelDeploymentMonitoringStatsAnomalies' => [
              
'path' => 'v1/{+modelDeploymentMonitoringJob}:searchModelDeploymentMonitoringStatsAnomalies',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'modelDeploymentMonitoringJob' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_modelDeploymentMonitoringJobs_operations = new Aiplatform\Resource\ProjectsLocationsModelDeploymentMonitoringJobsOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_models = new Aiplatform\Resource\ProjectsLocationsModels(
        
$this,
        
$this->serviceName,
        
'models',
        [
          
'methods' => [
            
'copy' => [
              
'path' => 'v1/{+parent}/models:copy',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'deleteVersion' => [
              
'path' => 'v1/{+name}:deleteVersion',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'export' => [
              
'path' => 'v1/{+name}:export',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/models',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'listVersions' => [
              
'path' => 'v1/{+name}:listVersions',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'mergeVersionAliases' => [
              
'path' => 'v1/{+name}:mergeVersionAliases',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'patch' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'PATCH',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'updateMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'updateExplanationDataset' => [
              
'path' => 'v1/{+model}:updateExplanationDataset',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'model' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'upload' => [
              
'path' => 'v1/{+parent}/models:upload',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_models_evaluations = new Aiplatform\Resource\ProjectsLocationsModelsEvaluations(
        
$this,
        
$this->serviceName,
        
'evaluations',
        [
          
'methods' => [
            
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'import' => [
              
'path' => 'v1/{+parent}/evaluations:import',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/evaluations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_models_evaluations_operations = new Aiplatform\Resource\ProjectsLocationsModelsEvaluationsOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_models_evaluations_slices = new Aiplatform\Resource\ProjectsLocationsModelsEvaluationsSlices(
        
$this,
        
$this->serviceName,
        
'slices',
        [
          
'methods' => [
            
'batchImport' => [
              
'path' => 'v1/{+parent}:batchImport',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/slices',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_models_operations = new Aiplatform\Resource\ProjectsLocationsModelsOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_nasJobs = new Aiplatform\Resource\ProjectsLocationsNasJobs(
        
$this,
        
$this->serviceName,
        
'nasJobs',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'create' => [
              
'path' => 'v1/{+parent}/nasJobs',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/nasJobs',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_nasJobs_nasTrialDetails = new Aiplatform\Resource\ProjectsLocationsNasJobsNasTrialDetails(
        
$this,
        
$this->serviceName,
        
'nasTrialDetails',
        [
          
'methods' => [
            
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/nasTrialDetails',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_notebookRuntimeTemplates = new Aiplatform\Resource\ProjectsLocationsNotebookRuntimeTemplates(
        
$this,
        
$this->serviceName,
        
'notebookRuntimeTemplates',
        [
          
'methods' => [
            
'create' => [
              
'path' => 'v1/{+parent}/notebookRuntimeTemplates',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'notebookRuntimeTemplateId' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'getIamPolicy' => [
              
'path' => 'v1/{+resource}:getIamPolicy',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'resource' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'options.requestedPolicyVersion' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/notebookRuntimeTemplates',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'setIamPolicy' => [
              
'path' => 'v1/{+resource}:setIamPolicy',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'resource' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'testIamPermissions' => [
              
'path' => 'v1/{+resource}:testIamPermissions',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'resource' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'permissions' => [
                  
'location' => 'query',
                  
'type' => 'string',
                  
'repeated' => true,
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_notebookRuntimes = new Aiplatform\Resource\ProjectsLocationsNotebookRuntimes(
        
$this,
        
$this->serviceName,
        
'notebookRuntimes',
        [
          
'methods' => [
            
'assign' => [
              
'path' => 'v1/{+parent}/notebookRuntimes:assign',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/notebookRuntimes',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'start' => [
              
'path' => 'v1/{+name}:start',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_operations = new Aiplatform\Resource\ProjectsLocationsOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_pipelineJobs = new Aiplatform\Resource\ProjectsLocationsPipelineJobs(
        
$this,
        
$this->serviceName,
        
'pipelineJobs',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'create' => [
              
'path' => 'v1/{+parent}/pipelineJobs',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'pipelineJobId' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/pipelineJobs',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_pipelineJobs_operations = new Aiplatform\Resource\ProjectsLocationsPipelineJobsOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_publishers_models = new Aiplatform\Resource\ProjectsLocationsPublishersModels(
        
$this,
        
$this->serviceName,
        
'models',
        [
          
'methods' => [
            
'predict' => [
              
'path' => 'v1/{+endpoint}:predict',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'endpoint' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'rawPredict' => [
              
'path' => 'v1/{+endpoint}:rawPredict',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'endpoint' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'serverStreamingPredict' => [
              
'path' => 'v1/{+endpoint}:serverStreamingPredict',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'endpoint' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_schedules = new Aiplatform\Resource\ProjectsLocationsSchedules(
        
$this,
        
$this->serviceName,
        
'schedules',
        [
          
'methods' => [
            
'create' => [
              
'path' => 'v1/{+parent}/schedules',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/schedules',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'patch' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'PATCH',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'updateMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'pause' => [
              
'path' => 'v1/{+name}:pause',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'resume' => [
              
'path' => 'v1/{+name}:resume',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_schedules_operations = new Aiplatform\Resource\ProjectsLocationsSchedulesOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_specialistPools = new Aiplatform\Resource\ProjectsLocationsSpecialistPools(
        
$this,
        
$this->serviceName,
        
'specialistPools',
        [
          
'methods' => [
            
'create' => [
              
'path' => 'v1/{+parent}/specialistPools',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'force' => [
                  
'location' => 'query',
                  
'type' => 'boolean',
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/specialistPools',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'patch' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'PATCH',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'updateMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_specialistPools_operations = new Aiplatform\Resource\ProjectsLocationsSpecialistPoolsOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_studies = new Aiplatform\Resource\ProjectsLocationsStudies(
        
$this,
        
$this->serviceName,
        
'studies',
        [
          
'methods' => [
            
'create' => [
              
'path' => 'v1/{+parent}/studies',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/studies',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'lookup' => [
              
'path' => 'v1/{+parent}/studies:lookup',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_studies_operations = new Aiplatform\Resource\ProjectsLocationsStudiesOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_studies_trials = new Aiplatform\Resource\ProjectsLocationsStudiesTrials(
        
$this,
        
$this->serviceName,
        
'trials',
        [
          
'methods' => [
            
'addTrialMeasurement' => [
              
'path' => 'v1/{+trialName}:addTrialMeasurement',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'trialName' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'checkTrialEarlyStoppingState' => [
              
'path' => 'v1/{+trialName}:checkTrialEarlyStoppingState',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'trialName' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'complete' => [
              
'path' => 'v1/{+name}:complete',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'create' => [
              
'path' => 'v1/{+parent}/trials',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/trials',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'listOptimalTrials' => [
              
'path' => 'v1/{+parent}/trials:listOptimalTrials',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'stop' => [
              
'path' => 'v1/{+name}:stop',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'suggest' => [
              
'path' => 'v1/{+parent}/trials:suggest',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_studies_trials_operations = new Aiplatform\Resource\ProjectsLocationsStudiesTrialsOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_tensorboards = new Aiplatform\Resource\ProjectsLocationsTensorboards(
        
$this,
        
$this->serviceName,
        
'tensorboards',
        [
          
'methods' => [
            
'create' => [
              
'path' => 'v1/{+parent}/tensorboards',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/tensorboards',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'patch' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'PATCH',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'updateMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'readSize' => [
              
'path' => 'v1/{+tensorboard}:readSize',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'tensorboard' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'readUsage' => [
              
'path' => 'v1/{+tensorboard}:readUsage',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'tensorboard' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_tensorboards_experiments = new Aiplatform\Resource\ProjectsLocationsTensorboardsExperiments(
        
$this,
        
$this->serviceName,
        
'experiments',
        [
          
'methods' => [
            
'create' => [
              
'path' => 'v1/{+parent}/experiments',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'tensorboardExperimentId' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/experiments',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'patch' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'PATCH',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'updateMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'write' => [
              
'path' => 'v1/{+tensorboardExperiment}:write',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'tensorboardExperiment' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_tensorboards_experiments_operations = new Aiplatform\Resource\ProjectsLocationsTensorboardsExperimentsOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_tensorboards_experiments_runs = new Aiplatform\Resource\ProjectsLocationsTensorboardsExperimentsRuns(
        
$this,
        
$this->serviceName,
        
'runs',
        [
          
'methods' => [
            
'batchCreate' => [
              
'path' => 'v1/{+parent}/runs:batchCreate',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'create' => [
              
'path' => 'v1/{+parent}/runs',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'tensorboardRunId' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/runs',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'patch' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'PATCH',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'updateMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'write' => [
              
'path' => 'v1/{+tensorboardRun}:write',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'tensorboardRun' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_tensorboards_experiments_runs_operations = new Aiplatform\Resource\ProjectsLocationsTensorboardsExperimentsRunsOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_tensorboards_experiments_runs_timeSeries = new Aiplatform\Resource\ProjectsLocationsTensorboardsExperimentsRunsTimeSeries(
        
$this,
        
$this->serviceName,
        
'timeSeries',
        [
          
'methods' => [
            
'batchCreate' => [
              
'path' => 'v1/{+parent}/runs/{runsId}/timeSeries:batchCreate',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'runsId' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'batchRead' => [
              
'path' => 'v1/{+tensorboard}/experiments/{experimentsId}/runs/{runsId}/timeSeries:batchRead',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'tensorboard' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'experimentsId' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'runsId' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeSeries' => [
                  
'location' => 'query',
                  
'type' => 'string',
                  
'repeated' => true,
                ],
              ],
            ],
'create' => [
              
'path' => 'v1/{+parent}/timeSeries',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'tensorboardTimeSeriesId' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'exportTensorboardTimeSeries' => [
              
'path' => 'v1/{+tensorboardTimeSeries}:exportTensorboardTimeSeries',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'tensorboardTimeSeries' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/timeSeries',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'orderBy' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'patch' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'PATCH',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'updateMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'read' => [
              
'path' => 'v1/{+tensorboardTimeSeries}:read',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'tensorboardTimeSeries' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'maxDataPoints' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
              ],
            ],
'readBlobData' => [
              
'path' => 'v1/{+timeSeries}:readBlobData',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'timeSeries' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'blobIds' => [
                  
'location' => 'query',
                  
'type' => 'string',
                  
'repeated' => true,
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_tensorboards_experiments_runs_timeSeries_operations = new Aiplatform\Resource\ProjectsLocationsTensorboardsExperimentsRunsTimeSeriesOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_tensorboards_operations = new Aiplatform\Resource\ProjectsLocationsTensorboardsOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_trainingPipelines = new Aiplatform\Resource\ProjectsLocationsTrainingPipelines(
        
$this,
        
$this->serviceName,
        
'trainingPipelines',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'create' => [
              
'path' => 'v1/{+parent}/trainingPipelines',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+parent}/trainingPipelines',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'parent' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'readMask' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->projects_locations_trainingPipelines_operations = new Aiplatform\Resource\ProjectsLocationsTrainingPipelinesOperations(
        
$this,
        
$this->serviceName,
        
'operations',
        [
          
'methods' => [
            
'cancel' => [
              
'path' => 'v1/{+name}:cancel',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'delete' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'DELETE',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
              ],
            ],
'list' => [
              
'path' => 'v1/{+name}/operations',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'filter' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'pageSize' => [
                  
'location' => 'query',
                  
'type' => 'integer',
                ],
                
'pageToken' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
'wait' => [
              
'path' => 'v1/{+name}:wait',
              
'httpMethod' => 'POST',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'timeout' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
    
$this->publishers_models = new Aiplatform\Resource\PublishersModels(
        
$this,
        
$this->serviceName,
        
'models',
        [
          
'methods' => [
            
'get' => [
              
'path' => 'v1/{+name}',
              
'httpMethod' => 'GET',
              
'parameters' => [
                
'name' => [
                  
'location' => 'path',
                  
'type' => 'string',
                  
'required' => true,
                ],
                
'languageCode' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
                
'view' => [
                  
'location' => 'query',
                  
'type' => 'string',
                ],
              ],
            ],
          ]
        ]
    );
  }
}

// Adding a class alias for backwards compatibility with the previous class name.
class_alias(Aiplatform::class, 'Google_Service_Aiplatform');

:: Command execute ::

Enter:
 
Select:
 

:: Search ::
  - regexp 

:: Upload ::
 
[ ok ]

:: Make Dir ::
 
[ ok ]
:: Make File ::
 
[ ok ]

:: Go Dir ::
 
:: Go File ::
 

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