* $aiplatformService = new Google\Service\Aiplatform(...); * $modelDeploymentMonitoringJobs = $aiplatformService->projects_locations_modelDeploymentMonitoringJobs; * */ class ProjectsLocationsModelDeploymentMonitoringJobs extends \Google\Service\Resource { /** * Creates a ModelDeploymentMonitoringJob. It will run periodically on a * configured interval. (modelDeploymentMonitoringJobs.create) * * @param string $parent Required. The parent of the * ModelDeploymentMonitoringJob. Format: * `projects/{project}/locations/{location}` * @param GoogleCloudAiplatformV1ModelDeploymentMonitoringJob $postBody * @param array $optParams Optional parameters. * @return GoogleCloudAiplatformV1ModelDeploymentMonitoringJob * @throws \Google\Service\Exception */ public function create($parent, GoogleCloudAiplatformV1ModelDeploymentMonitoringJob $postBody, $optParams = []) { $params = ['parent' => $parent, 'postBody' => $postBody]; $params = array_merge($params, $optParams); return $this->call('create', [$params], GoogleCloudAiplatformV1ModelDeploymentMonitoringJob::class); } /** * Deletes a ModelDeploymentMonitoringJob. * (modelDeploymentMonitoringJobs.delete) * * @param string $name Required. The resource name of the model monitoring job * to delete. Format: `projects/{project}/locations/{location}/modelDeploymentMo * nitoringJobs/{model_deployment_monitoring_job}` * @param array $optParams Optional parameters. * @return GoogleLongrunningOperation * @throws \Google\Service\Exception */ public function delete($name, $optParams = []) { $params = ['name' => $name]; $params = array_merge($params, $optParams); return $this->call('delete', [$params], GoogleLongrunningOperation::class); } /** * Gets a ModelDeploymentMonitoringJob. (modelDeploymentMonitoringJobs.get) * * @param string $name Required. The resource name of the * ModelDeploymentMonitoringJob. Format: `projects/{project}/locations/{location * }/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}` * @param array $optParams Optional parameters. * @return GoogleCloudAiplatformV1ModelDeploymentMonitoringJob * @throws \Google\Service\Exception */ public function get($name, $optParams = []) { $params = ['name' => $name]; $params = array_merge($params, $optParams); return $this->call('get', [$params], GoogleCloudAiplatformV1ModelDeploymentMonitoringJob::class); } /** * Lists ModelDeploymentMonitoringJobs in a Location. (modelDeploymentMonitoring * Jobs.listProjectsLocationsModelDeploymentMonitoringJobs) * * @param string $parent Required. The parent of the * ModelDeploymentMonitoringJob. Format: * `projects/{project}/locations/{location}` * @param array $optParams Optional parameters. * * @opt_param string filter The standard list filter. Supported fields: * * `display_name` supports `=`, `!=` comparisons, and `:` wildcard. * `state` * supports `=`, `!=` comparisons. * `create_time` supports `=`, `!=`,`<`, * `<=`,`>`, `>=` comparisons. `create_time` must be in RFC 3339 format. * * `labels` supports general map functions that is: `labels.key=value` - * key:value equality `labels.key:* - key existence Some examples of using the * filter are: * `state="JOB_STATE_SUCCEEDED" AND display_name:"my_job_*"` * * `state!="JOB_STATE_FAILED" OR display_name="my_job"` * `NOT * display_name="my_job"` * `create_time>"2021-05-18T00:00:00Z"` * * `labels.keyA=valueA` * `labels.keyB:*` * @opt_param int pageSize The standard list page size. * @opt_param string pageToken The standard list page token. * @opt_param string readMask Mask specifying which fields to read * @return GoogleCloudAiplatformV1ListModelDeploymentMonitoringJobsResponse * @throws \Google\Service\Exception */ public function listProjectsLocationsModelDeploymentMonitoringJobs($parent, $optParams = []) { $params = ['parent' => $parent]; $params = array_merge($params, $optParams); return $this->call('list', [$params], GoogleCloudAiplatformV1ListModelDeploymentMonitoringJobsResponse::class); } /** * Updates a ModelDeploymentMonitoringJob. (modelDeploymentMonitoringJobs.patch) * * @param string $name Output only. Resource name of a * ModelDeploymentMonitoringJob. * @param GoogleCloudAiplatformV1ModelDeploymentMonitoringJob $postBody * @param array $optParams Optional parameters. * * @opt_param string updateMask Required. The update mask is used to specify the * fields to be overwritten in the ModelDeploymentMonitoringJob resource by the * update. The fields specified in the update_mask are relative to the resource, * not the full request. A field will be overwritten if it is in the mask. If * the user does not provide a mask then only the non-empty fields present in * the request will be overwritten. Set the update_mask to `*` to override all * fields. For the objective config, the user can either provide the update mask * for model_deployment_monitoring_objective_configs or any combination of its * nested fields, such as: model_deployment_monitoring_objective_configs.objecti * ve_config.training_dataset. Updatable fields: * `display_name` * * `model_deployment_monitoring_schedule_config` * * `model_monitoring_alert_config` * `logging_sampling_strategy` * `labels` * * `log_ttl` * `enable_monitoring_pipeline_logs` . and * * `model_deployment_monitoring_objective_configs` . or * `model_deployment_moni * toring_objective_configs.objective_config.training_dataset` * `model_deployme * nt_monitoring_objective_configs.objective_config.training_prediction_skew_det * ection_config` * `model_deployment_monitoring_objective_configs.objective_con * fig.prediction_drift_detection_config` * @return GoogleLongrunningOperation * @throws \Google\Service\Exception */ public function patch($name, GoogleCloudAiplatformV1ModelDeploymentMonitoringJob $postBody, $optParams = []) { $params = ['name' => $name, 'postBody' => $postBody]; $params = array_merge($params, $optParams); return $this->call('patch', [$params], GoogleLongrunningOperation::class); } /** * Pauses a ModelDeploymentMonitoringJob. If the job is running, the server * makes a best effort to cancel the job. Will mark * ModelDeploymentMonitoringJob.state to 'PAUSED'. * (modelDeploymentMonitoringJobs.pause) * * @param string $name Required. The resource name of the * ModelDeploymentMonitoringJob to pause. Format: `projects/{project}/locations/ * {location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}` * @param GoogleCloudAiplatformV1PauseModelDeploymentMonitoringJobRequest $postBody * @param array $optParams Optional parameters. * @return GoogleProtobufEmpty * @throws \Google\Service\Exception */ public function pause($name, GoogleCloudAiplatformV1PauseModelDeploymentMonitoringJobRequest $postBody, $optParams = []) { $params = ['name' => $name, 'postBody' => $postBody]; $params = array_merge($params, $optParams); return $this->call('pause', [$params], GoogleProtobufEmpty::class); } /** * Resumes a paused ModelDeploymentMonitoringJob. It will start to run from next * scheduled time. A deleted ModelDeploymentMonitoringJob can't be resumed. * (modelDeploymentMonitoringJobs.resume) * * @param string $name Required. The resource name of the * ModelDeploymentMonitoringJob to resume. Format: `projects/{project}/locations * /{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}` * @param GoogleCloudAiplatformV1ResumeModelDeploymentMonitoringJobRequest $postBody * @param array $optParams Optional parameters. * @return GoogleProtobufEmpty * @throws \Google\Service\Exception */ public function resume($name, GoogleCloudAiplatformV1ResumeModelDeploymentMonitoringJobRequest $postBody, $optParams = []) { $params = ['name' => $name, 'postBody' => $postBody]; $params = array_merge($params, $optParams); return $this->call('resume', [$params], GoogleProtobufEmpty::class); } /** * Searches Model Monitoring Statistics generated within a given time window. * (modelDeploymentMonitoringJobs.searchModelDeploymentMonitoringStatsAnomalies) * * @param string $modelDeploymentMonitoringJob Required. * ModelDeploymentMonitoring Job resource name. Format: `projects/{project}/loca * tions/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_j * ob}` * @param GoogleCloudAiplatformV1SearchModelDeploymentMonitoringStatsAnomaliesRequest $postBody * @param array $optParams Optional parameters. * @return GoogleCloudAiplatformV1SearchModelDeploymentMonitoringStatsAnomaliesResponse * @throws \Google\Service\Exception */ public function searchModelDeploymentMonitoringStatsAnomalies($modelDeploymentMonitoringJob, GoogleCloudAiplatformV1SearchModelDeploymentMonitoringStatsAnomaliesRequest $postBody, $optParams = []) { $params = ['modelDeploymentMonitoringJob' => $modelDeploymentMonitoringJob, 'postBody' => $postBody]; $params = array_merge($params, $optParams); return $this->call('searchModelDeploymentMonitoringStatsAnomalies', [$params], GoogleCloudAiplatformV1SearchModelDeploymentMonitoringStatsAnomaliesResponse::class); } } // Adding a class alias for backwards compatibility with the previous class name. class_alias(ProjectsLocationsModelDeploymentMonitoringJobs::class, 'Google_Service_Aiplatform_Resource_ProjectsLocationsModelDeploymentMonitoringJobs');