* An API to enable creating and using machine learning models.

* *

* For more information about this service, see the API * Documentation *

* * @author Google, Inc. */ class CloudMachineLearningEngine 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; public $projects_jobs; public $projects_locations; public $projects_locations_operations; public $projects_locations_studies; public $projects_locations_studies_trials; public $projects_models; public $projects_models_versions; public $projects_operations; /** * Constructs the internal representation of the CloudMachineLearningEngine * 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://ml.googleapis.com/'; $this->servicePath = ''; $this->batchPath = 'batch'; $this->version = 'v1'; $this->serviceName = 'ml'; $this->projects = new CloudMachineLearningEngine\Resource\Projects( $this, $this->serviceName, 'projects', [ 'methods' => [ 'explain' => [ 'path' => 'v1/{+name}:explain', 'httpMethod' => 'POST', 'parameters' => [ 'name' => [ 'location' => 'path', 'type' => 'string', 'required' => true, ], ], ],'getConfig' => [ 'path' => 'v1/{+name}:getConfig', 'httpMethod' => 'GET', 'parameters' => [ 'name' => [ 'location' => 'path', 'type' => 'string', 'required' => true, ], ], ],'predict' => [ 'path' => 'v1/{+name}:predict', 'httpMethod' => 'POST', 'parameters' => [ 'name' => [ 'location' => 'path', 'type' => 'string', 'required' => true, ], ], ], ] ] ); $this->projects_jobs = new CloudMachineLearningEngine\Resource\ProjectsJobs( $this, $this->serviceName, 'jobs', [ 'methods' => [ 'cancel' => [ 'path' => 'v1/{+name}:cancel', 'httpMethod' => 'POST', 'parameters' => [ 'name' => [ 'location' => 'path', 'type' => 'string', 'required' => true, ], ], ],'create' => [ 'path' => 'v1/{+parent}/jobs', 'httpMethod' => 'POST', 'parameters' => [ 'parent' => [ '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' => 'GET', 'parameters' => [ 'resource' => [ 'location' => 'path', 'type' => 'string', 'required' => true, ], 'options.requestedPolicyVersion' => [ 'location' => 'query', 'type' => 'integer', ], ], ],'list' => [ 'path' => 'v1/{+parent}/jobs', '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', ], ], ],'patch' => [ 'path' => 'v1/{+name}', 'httpMethod' => 'PATCH', 'parameters' => [ 'name' => [ 'location' => 'path', 'type' => 'string', 'required' => true, ], 'updateMask' => [ '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, ], ], ], ] ] ); $this->projects_locations = new CloudMachineLearningEngine\Resource\ProjectsLocations( $this, $this->serviceName, 'locations', [ 'methods' => [ 'get' => [ 'path' => 'v1/{+name}', 'httpMethod' => 'GET', 'parameters' => [ 'name' => [ 'location' => 'path', 'type' => 'string', 'required' => true, ], ], ],'list' => [ 'path' => 'v1/{+parent}/locations', '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 CloudMachineLearningEngine\Resource\ProjectsLocationsOperations( $this, $this->serviceName, 'operations', [ 'methods' => [ 'cancel' => [ 'path' => 'v1/{+name}:cancel', 'httpMethod' => 'POST', 'parameters' => [ 'name' => [ 'location' => 'path', 'type' => 'string', 'required' => true, ], ], ],'get' => [ 'path' => 'v1/{+name}', 'httpMethod' => 'GET', 'parameters' => [ 'name' => [ 'location' => 'path', 'type' => 'string', 'required' => true, ], ], ], ] ] ); $this->projects_locations_studies = new CloudMachineLearningEngine\Resource\ProjectsLocationsStudies( $this, $this->serviceName, 'studies', [ 'methods' => [ 'create' => [ 'path' => 'v1/{+parent}/studies', 'httpMethod' => 'POST', 'parameters' => [ 'parent' => [ 'location' => 'path', 'type' => 'string', 'required' => true, ], 'studyId' => [ '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}/studies', 'httpMethod' => 'GET', 'parameters' => [ 'parent' => [ 'location' => 'path', 'type' => 'string', 'required' => true, ], ], ], ] ] ); $this->projects_locations_studies_trials = new CloudMachineLearningEngine\Resource\ProjectsLocationsStudiesTrials( $this, $this->serviceName, 'trials', [ 'methods' => [ 'addMeasurement' => [ 'path' => 'v1/{+name}:addMeasurement', 'httpMethod' => 'POST', 'parameters' => [ 'name' => [ 'location' => 'path', 'type' => 'string', 'required' => true, ], ], ],'checkEarlyStoppingState' => [ 'path' => 'v1/{+name}:checkEarlyStoppingState', 'httpMethod' => 'POST', 'parameters' => [ 'name' => [ '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, ], ], ],'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_models = new CloudMachineLearningEngine\Resource\ProjectsModels( $this, $this->serviceName, 'models', [ 'methods' => [ 'create' => [ 'path' => 'v1/{+parent}/models', '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, ], ], ],'getIamPolicy' => [ 'path' => 'v1/{+resource}:getIamPolicy', 'httpMethod' => 'GET', 'parameters' => [ 'resource' => [ 'location' => 'path', 'type' => 'string', 'required' => true, ], 'options.requestedPolicyVersion' => [ 'location' => 'query', 'type' => 'integer', ], ], ],'list' => [ 'path' => 'v1/{+parent}/models', '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', ], ], ],'patch' => [ 'path' => 'v1/{+name}', 'httpMethod' => 'PATCH', 'parameters' => [ 'name' => [ 'location' => 'path', 'type' => 'string', 'required' => true, ], 'updateMask' => [ '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, ], ], ], ] ] ); $this->projects_models_versions = new CloudMachineLearningEngine\Resource\ProjectsModelsVersions( $this, $this->serviceName, 'versions', [ 'methods' => [ 'create' => [ 'path' => 'v1/{+parent}/versions', '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}/versions', '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', ], ], ],'patch' => [ 'path' => 'v1/{+name}', 'httpMethod' => 'PATCH', 'parameters' => [ 'name' => [ 'location' => 'path', 'type' => 'string', 'required' => true, ], 'updateMask' => [ 'location' => 'query', 'type' => 'string', ], ], ],'setDefault' => [ 'path' => 'v1/{+name}:setDefault', 'httpMethod' => 'POST', 'parameters' => [ 'name' => [ 'location' => 'path', 'type' => 'string', 'required' => true, ], ], ], ] ] ); $this->projects_operations = new CloudMachineLearningEngine\Resource\ProjectsOperations( $this, $this->serviceName, 'operations', [ 'methods' => [ 'cancel' => [ 'path' => 'v1/{+name}:cancel', '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/{+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', ], ], ], ] ] ); } } // Adding a class alias for backwards compatibility with the previous class name. class_alias(CloudMachineLearningEngine::class, 'Google_Service_CloudMachineLearningEngine');