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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_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_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');