Vertex AI: Node.js Client

Vertex AI client for Node.js

A comprehensive list of changes in each version may be found in the CHANGELOG.

[Vertex AI Node.js Client API Reference][client-docs]
[Vertex AI Documentation][product-docs]
github.com/googleapis/google-cloud-node/packages/google-cloud-aiplatform

Read more about the client libraries for Cloud APIs, including the older Google APIs Client Libraries, in Client Libraries Explained.

Table of contents:

Quickstart
Samples
Versioning
Contributing
License

Quickstart

Before you begin

[Select or create a Cloud Platform project][projects].
[Enable billing for your project][billing].
[Enable the Vertex AI API][enable_api].
[Set up authentication with a service account][auth] so you can access the API from your local workstation.

Installing the client library

npm install @google-cloud/aiplatform

Using the client library

/**
 * TODO(developer): Uncomment these variables before running the sample.
 */
// const projectId = 'YOUR_PROJECT_ID';
// const location = 'YOUR_PROJECT_LOCATION';

const {EndpointServiceClient} = require('@google-cloud/aiplatform');

// Specifies the location of the api endpoint
const clientOptions = {
  apiEndpoint: 'us-central1-aiplatform.googleapis.com',
};
const client = new EndpointServiceClient(clientOptions);

async function listEndpoints() {
  // Configure the parent resource
  const parent = `projects/${projectId}/locations/${location}`;
  const request = {
    parent,
  };

  // Get and print out a list of all the endpoints for this resource
  const [result] = await client.listEndpoints(request);
  for (const endpoint of result) {
    console.log(`\nEndpoint name: ${endpoint.name}`);
    console.log(`Display name: ${endpoint.displayName}`);
    if (endpoint.deployedModels[0]) {
      console.log(
        `First deployed model: ${endpoint.deployedModels[0].model}`
      );
    }
  }
}
listEndpoints();

Samples

Samples are in the samples/ directory. Each sample's README.md has instructions for running its sample.

Sample	Source Code	Try it
Dataset_service.create_dataset	source code	![Open in Cloud Shell][shell_img]
Dataset_service.delete_dataset	source code	![Open in Cloud Shell][shell_img]
Dataset_service.delete_saved_query	source code	![Open in Cloud Shell][shell_img]
Dataset_service.export_data	source code	![Open in Cloud Shell][shell_img]
Dataset_service.get_annotation_spec	source code	![Open in Cloud Shell][shell_img]
Dataset_service.get_dataset	source code	![Open in Cloud Shell][shell_img]
Dataset_service.import_data	source code	![Open in Cloud Shell][shell_img]
Dataset_service.list_annotations	source code	![Open in Cloud Shell][shell_img]
Dataset_service.list_data_items	source code	![Open in Cloud Shell][shell_img]
Dataset_service.list_datasets	source code	![Open in Cloud Shell][shell_img]
Dataset_service.list_saved_queries	source code	![Open in Cloud Shell][shell_img]
Dataset_service.search_data_items	source code	![Open in Cloud Shell][shell_img]
Dataset_service.update_dataset	source code	![Open in Cloud Shell][shell_img]
Endpoint_service.create_endpoint	source code	![Open in Cloud Shell][shell_img]
Endpoint_service.delete_endpoint	source code	![Open in Cloud Shell][shell_img]
Endpoint_service.deploy_model	source code	![Open in Cloud Shell][shell_img]
Endpoint_service.get_endpoint	source code	![Open in Cloud Shell][shell_img]
Endpoint_service.list_endpoints	source code	![Open in Cloud Shell][shell_img]
Endpoint_service.mutate_deployed_model	source code	![Open in Cloud Shell][shell_img]
Endpoint_service.undeploy_model	source code	![Open in Cloud Shell][shell_img]
Endpoint_service.update_endpoint	source code	![Open in Cloud Shell][shell_img]
Featurestore_online_serving_service.read_feature_values	source code	![Open in Cloud Shell][shell_img]
Featurestore_online_serving_service.streaming_read_feature_values	source code	![Open in Cloud Shell][shell_img]
Featurestore_online_serving_service.write_feature_values	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.batch_create_features	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.batch_read_feature_values	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.create_entity_type	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.create_feature	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.create_featurestore	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.delete_entity_type	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.delete_feature	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.delete_feature_values	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.delete_featurestore	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.export_feature_values	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.get_entity_type	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.get_feature	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.get_featurestore	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.import_feature_values	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.list_entity_types	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.list_features	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.list_featurestores	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.search_features	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.update_entity_type	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.update_feature	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.update_featurestore	source code	![Open in Cloud Shell][shell_img]
Index_endpoint_service.create_index_endpoint	source code	![Open in Cloud Shell][shell_img]
Index_endpoint_service.delete_index_endpoint	source code	![Open in Cloud Shell][shell_img]
Index_endpoint_service.deploy_index	source code	![Open in Cloud Shell][shell_img]
Index_endpoint_service.get_index_endpoint	source code	![Open in Cloud Shell][shell_img]
Index_endpoint_service.list_index_endpoints	source code	![Open in Cloud Shell][shell_img]
Index_endpoint_service.mutate_deployed_index	source code	![Open in Cloud Shell][shell_img]
Index_endpoint_service.undeploy_index	source code	![Open in Cloud Shell][shell_img]
Index_endpoint_service.update_index_endpoint	source code	![Open in Cloud Shell][shell_img]
Index_service.create_index	source code	![Open in Cloud Shell][shell_img]
Index_service.delete_index	source code	![Open in Cloud Shell][shell_img]
Index_service.get_index	source code	![Open in Cloud Shell][shell_img]
Index_service.list_indexes	source code	![Open in Cloud Shell][shell_img]
Index_service.remove_datapoints	source code	![Open in Cloud Shell][shell_img]
Index_service.update_index	source code	![Open in Cloud Shell][shell_img]
Index_service.upsert_datapoints	source code	![Open in Cloud Shell][shell_img]
Job_service.cancel_batch_prediction_job	source code	![Open in Cloud Shell][shell_img]
Job_service.cancel_custom_job	source code	![Open in Cloud Shell][shell_img]
Job_service.cancel_data_labeling_job	source code	![Open in Cloud Shell][shell_img]
Job_service.cancel_hyperparameter_tuning_job	source code	![Open in Cloud Shell][shell_img]
Job_service.cancel_nas_job	source code	![Open in Cloud Shell][shell_img]
Job_service.create_batch_prediction_job	source code	![Open in Cloud Shell][shell_img]
Job_service.create_custom_job	source code	![Open in Cloud Shell][shell_img]
Job_service.create_data_labeling_job	source code	![Open in Cloud Shell][shell_img]
Job_service.create_hyperparameter_tuning_job	source code	![Open in Cloud Shell][shell_img]
Job_service.create_model_deployment_monitoring_job	source code	![Open in Cloud Shell][shell_img]
Job_service.create_nas_job	source code	![Open in Cloud Shell][shell_img]
Job_service.delete_batch_prediction_job	source code	![Open in Cloud Shell][shell_img]
Job_service.delete_custom_job	source code	![Open in Cloud Shell][shell_img]
Job_service.delete_data_labeling_job	source code	![Open in Cloud Shell][shell_img]
Job_service.delete_hyperparameter_tuning_job	source code	![Open in Cloud Shell][shell_img]
Job_service.delete_model_deployment_monitoring_job	source code	![Open in Cloud Shell][shell_img]
Job_service.delete_nas_job	source code	![Open in Cloud Shell][shell_img]
Job_service.get_batch_prediction_job	source code	![Open in Cloud Shell][shell_img]
Job_service.get_custom_job	source code	![Open in Cloud Shell][shell_img]
Job_service.get_data_labeling_job	source code	![Open in Cloud Shell][shell_img]
Job_service.get_hyperparameter_tuning_job	source code	![Open in Cloud Shell][shell_img]
Job_service.get_model_deployment_monitoring_job	source code	![Open in Cloud Shell][shell_img]
Job_service.get_nas_job	source code	![Open in Cloud Shell][shell_img]
Job_service.get_nas_trial_detail	source code	![Open in Cloud Shell][shell_img]
Job_service.list_batch_prediction_jobs	source code	![Open in Cloud Shell][shell_img]
Job_service.list_custom_jobs	source code	![Open in Cloud Shell][shell_img]
Job_service.list_data_labeling_jobs	source code	![Open in Cloud Shell][shell_img]
Job_service.list_hyperparameter_tuning_jobs	source code	![Open in Cloud Shell][shell_img]
Job_service.list_model_deployment_monitoring_jobs	source code	![Open in Cloud Shell][shell_img]
Job_service.list_nas_jobs	source code	![Open in Cloud Shell][shell_img]
Job_service.list_nas_trial_details	source code	![Open in Cloud Shell][shell_img]
Job_service.pause_model_deployment_monitoring_job	source code	![Open in Cloud Shell][shell_img]
Job_service.resume_model_deployment_monitoring_job	source code	![Open in Cloud Shell][shell_img]
Job_service.search_model_deployment_monitoring_stats_anomalies	source code	![Open in Cloud Shell][shell_img]
Job_service.update_model_deployment_monitoring_job	source code	![Open in Cloud Shell][shell_img]
Match_service.find_neighbors	source code	![Open in Cloud Shell][shell_img]
Match_service.read_index_datapoints	source code	![Open in Cloud Shell][shell_img]
Metadata_service.add_context_artifacts_and_executions	source code	![Open in Cloud Shell][shell_img]
Metadata_service.add_context_children	source code	![Open in Cloud Shell][shell_img]
Metadata_service.add_execution_events	source code	![Open in Cloud Shell][shell_img]
Metadata_service.create_artifact	source code	![Open in Cloud Shell][shell_img]
Metadata_service.create_context	source code	![Open in Cloud Shell][shell_img]
Metadata_service.create_execution	source code	![Open in Cloud Shell][shell_img]
Metadata_service.create_metadata_schema	source code	![Open in Cloud Shell][shell_img]
Metadata_service.create_metadata_store	source code	![Open in Cloud Shell][shell_img]
Metadata_service.delete_artifact	source code	![Open in Cloud Shell][shell_img]
Metadata_service.delete_context	source code	![Open in Cloud Shell][shell_img]
Metadata_service.delete_execution	source code	![Open in Cloud Shell][shell_img]
Metadata_service.delete_metadata_store	source code	![Open in Cloud Shell][shell_img]
Metadata_service.get_artifact	source code	![Open in Cloud Shell][shell_img]
Metadata_service.get_context	source code	![Open in Cloud Shell][shell_img]
Metadata_service.get_execution	source code	![Open in Cloud Shell][shell_img]
Metadata_service.get_metadata_schema	source code	![Open in Cloud Shell][shell_img]
Metadata_service.get_metadata_store	source code	![Open in Cloud Shell][shell_img]
Metadata_service.list_artifacts	source code	![Open in Cloud Shell][shell_img]
Metadata_service.list_contexts	source code	![Open in Cloud Shell][shell_img]
Metadata_service.list_executions	source code	![Open in Cloud Shell][shell_img]
Metadata_service.list_metadata_schemas	source code	![Open in Cloud Shell][shell_img]
Metadata_service.list_metadata_stores	source code	![Open in Cloud Shell][shell_img]
Metadata_service.purge_artifacts	source code	![Open in Cloud Shell][shell_img]
Metadata_service.purge_contexts	source code	![Open in Cloud Shell][shell_img]
Metadata_service.purge_executions	source code	![Open in Cloud Shell][shell_img]
Metadata_service.query_artifact_lineage_subgraph	source code	![Open in Cloud Shell][shell_img]
Metadata_service.query_context_lineage_subgraph	source code	![Open in Cloud Shell][shell_img]
Metadata_service.query_execution_inputs_and_outputs	source code	![Open in Cloud Shell][shell_img]
Metadata_service.remove_context_children	source code	![Open in Cloud Shell][shell_img]
Metadata_service.update_artifact	source code	![Open in Cloud Shell][shell_img]
Metadata_service.update_context	source code	![Open in Cloud Shell][shell_img]
Metadata_service.update_execution	source code	![Open in Cloud Shell][shell_img]
Migration_service.batch_migrate_resources	source code	![Open in Cloud Shell][shell_img]
Migration_service.search_migratable_resources	source code	![Open in Cloud Shell][shell_img]
Model_garden_service.get_publisher_model	source code	![Open in Cloud Shell][shell_img]
Model_service.batch_import_evaluated_annotations	source code	![Open in Cloud Shell][shell_img]
Model_service.batch_import_model_evaluation_slices	source code	![Open in Cloud Shell][shell_img]
Model_service.copy_model	source code	![Open in Cloud Shell][shell_img]
Model_service.delete_model	source code	![Open in Cloud Shell][shell_img]
Model_service.delete_model_version	source code	![Open in Cloud Shell][shell_img]
Model_service.export_model	source code	![Open in Cloud Shell][shell_img]
Model_service.get_model	source code	![Open in Cloud Shell][shell_img]
Model_service.get_model_evaluation	source code	![Open in Cloud Shell][shell_img]
Model_service.get_model_evaluation_slice	source code	![Open in Cloud Shell][shell_img]
Model_service.import_model_evaluation	source code	![Open in Cloud Shell][shell_img]
Model_service.list_model_evaluation_slices	source code	![Open in Cloud Shell][shell_img]
Model_service.list_model_evaluations	source code	![Open in Cloud Shell][shell_img]
Model_service.list_model_versions	source code	![Open in Cloud Shell][shell_img]
Model_service.list_models	source code	![Open in Cloud Shell][shell_img]
Model_service.merge_version_aliases	source code	![Open in Cloud Shell][shell_img]
Model_service.update_explanation_dataset	source code	![Open in Cloud Shell][shell_img]
Model_service.update_model	source code	![Open in Cloud Shell][shell_img]
Model_service.upload_model	source code	![Open in Cloud Shell][shell_img]
Pipeline_service.cancel_pipeline_job	source code	![Open in Cloud Shell][shell_img]
Pipeline_service.cancel_training_pipeline	source code	![Open in Cloud Shell][shell_img]
Pipeline_service.create_pipeline_job	source code	![Open in Cloud Shell][shell_img]
Pipeline_service.create_training_pipeline	source code	![Open in Cloud Shell][shell_img]
Pipeline_service.delete_pipeline_job	source code	![Open in Cloud Shell][shell_img]
Pipeline_service.delete_training_pipeline	source code	![Open in Cloud Shell][shell_img]
Pipeline_service.get_pipeline_job	source code	![Open in Cloud Shell][shell_img]
Pipeline_service.get_training_pipeline	source code	![Open in Cloud Shell][shell_img]
Pipeline_service.list_pipeline_jobs	source code	![Open in Cloud Shell][shell_img]
Pipeline_service.list_training_pipelines	source code	![Open in Cloud Shell][shell_img]
Prediction_service.explain	source code	![Open in Cloud Shell][shell_img]
Prediction_service.predict	source code	![Open in Cloud Shell][shell_img]
Prediction_service.raw_predict	source code	![Open in Cloud Shell][shell_img]
Prediction_service.server_streaming_predict	source code	![Open in Cloud Shell][shell_img]
Schedule_service.create_schedule	source code	![Open in Cloud Shell][shell_img]
Schedule_service.delete_schedule	source code	![Open in Cloud Shell][shell_img]
Schedule_service.get_schedule	source code	![Open in Cloud Shell][shell_img]
Schedule_service.list_schedules	source code	![Open in Cloud Shell][shell_img]
Schedule_service.pause_schedule	source code	![Open in Cloud Shell][shell_img]
Schedule_service.resume_schedule	source code	![Open in Cloud Shell][shell_img]
Schedule_service.update_schedule	source code	![Open in Cloud Shell][shell_img]
Specialist_pool_service.create_specialist_pool	source code	![Open in Cloud Shell][shell_img]
Specialist_pool_service.delete_specialist_pool	source code	![Open in Cloud Shell][shell_img]
Specialist_pool_service.get_specialist_pool	source code	![Open in Cloud Shell][shell_img]
Specialist_pool_service.list_specialist_pools	source code	![Open in Cloud Shell][shell_img]
Specialist_pool_service.update_specialist_pool	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.batch_create_tensorboard_runs	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.batch_create_tensorboard_time_series	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.batch_read_tensorboard_time_series_data	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.create_tensorboard	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.create_tensorboard_experiment	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.create_tensorboard_run	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.create_tensorboard_time_series	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.delete_tensorboard	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.delete_tensorboard_experiment	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.delete_tensorboard_run	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.delete_tensorboard_time_series	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.export_tensorboard_time_series_data	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.get_tensorboard	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.get_tensorboard_experiment	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.get_tensorboard_run	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.get_tensorboard_time_series	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.list_tensorboard_experiments	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.list_tensorboard_runs	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.list_tensorboard_time_series	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.list_tensorboards	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.read_tensorboard_blob_data	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.read_tensorboard_size	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.read_tensorboard_time_series_data	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.read_tensorboard_usage	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.update_tensorboard	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.update_tensorboard_experiment	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.update_tensorboard_run	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.update_tensorboard_time_series	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.write_tensorboard_experiment_data	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.write_tensorboard_run_data	source code	![Open in Cloud Shell][shell_img]
Vizier_service.add_trial_measurement	source code	![Open in Cloud Shell][shell_img]
Vizier_service.check_trial_early_stopping_state	source code	![Open in Cloud Shell][shell_img]
Vizier_service.complete_trial	source code	![Open in Cloud Shell][shell_img]
Vizier_service.create_study	source code	![Open in Cloud Shell][shell_img]
Vizier_service.create_trial	source code	![Open in Cloud Shell][shell_img]
Vizier_service.delete_study	source code	![Open in Cloud Shell][shell_img]
Vizier_service.delete_trial	source code	![Open in Cloud Shell][shell_img]
Vizier_service.get_study	source code	![Open in Cloud Shell][shell_img]
Vizier_service.get_trial	source code	![Open in Cloud Shell][shell_img]
Vizier_service.list_optimal_trials	source code	![Open in Cloud Shell][shell_img]
Vizier_service.list_studies	source code	![Open in Cloud Shell][shell_img]
Vizier_service.list_trials	source code	![Open in Cloud Shell][shell_img]
Vizier_service.lookup_study	source code	![Open in Cloud Shell][shell_img]
Vizier_service.stop_trial	source code	![Open in Cloud Shell][shell_img]
Vizier_service.suggest_trials	source code	![Open in Cloud Shell][shell_img]
Dataset_service.create_dataset	source code	![Open in Cloud Shell][shell_img]
Dataset_service.delete_dataset	source code	![Open in Cloud Shell][shell_img]
Dataset_service.delete_saved_query	source code	![Open in Cloud Shell][shell_img]
Dataset_service.export_data	source code	![Open in Cloud Shell][shell_img]
Dataset_service.get_annotation_spec	source code	![Open in Cloud Shell][shell_img]
Dataset_service.get_dataset	source code	![Open in Cloud Shell][shell_img]
Dataset_service.import_data	source code	![Open in Cloud Shell][shell_img]
Dataset_service.list_annotations	source code	![Open in Cloud Shell][shell_img]
Dataset_service.list_data_items	source code	![Open in Cloud Shell][shell_img]
Dataset_service.list_datasets	source code	![Open in Cloud Shell][shell_img]
Dataset_service.list_saved_queries	source code	![Open in Cloud Shell][shell_img]
Dataset_service.search_data_items	source code	![Open in Cloud Shell][shell_img]
Dataset_service.update_dataset	source code	![Open in Cloud Shell][shell_img]
Deployment_resource_pool_service.create_deployment_resource_pool	source code	![Open in Cloud Shell][shell_img]
Deployment_resource_pool_service.delete_deployment_resource_pool	source code	![Open in Cloud Shell][shell_img]
Deployment_resource_pool_service.get_deployment_resource_pool	source code	![Open in Cloud Shell][shell_img]
Deployment_resource_pool_service.list_deployment_resource_pools	source code	![Open in Cloud Shell][shell_img]
Deployment_resource_pool_service.query_deployed_models	source code	![Open in Cloud Shell][shell_img]
Endpoint_service.create_endpoint	source code	![Open in Cloud Shell][shell_img]
Endpoint_service.delete_endpoint	source code	![Open in Cloud Shell][shell_img]
Endpoint_service.deploy_model	source code	![Open in Cloud Shell][shell_img]
Endpoint_service.get_endpoint	source code	![Open in Cloud Shell][shell_img]
Endpoint_service.list_endpoints	source code	![Open in Cloud Shell][shell_img]
Endpoint_service.mutate_deployed_model	source code	![Open in Cloud Shell][shell_img]
Endpoint_service.undeploy_model	source code	![Open in Cloud Shell][shell_img]
Endpoint_service.update_endpoint	source code	![Open in Cloud Shell][shell_img]
Featurestore_online_serving_service.read_feature_values	source code	![Open in Cloud Shell][shell_img]
Featurestore_online_serving_service.streaming_read_feature_values	source code	![Open in Cloud Shell][shell_img]
Featurestore_online_serving_service.write_feature_values	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.batch_create_features	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.batch_read_feature_values	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.create_entity_type	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.create_feature	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.create_featurestore	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.delete_entity_type	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.delete_feature	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.delete_feature_values	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.delete_featurestore	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.export_feature_values	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.get_entity_type	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.get_feature	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.get_featurestore	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.import_feature_values	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.list_entity_types	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.list_features	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.list_featurestores	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.search_features	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.update_entity_type	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.update_feature	source code	![Open in Cloud Shell][shell_img]
Featurestore_service.update_featurestore	source code	![Open in Cloud Shell][shell_img]
Index_endpoint_service.create_index_endpoint	source code	![Open in Cloud Shell][shell_img]
Index_endpoint_service.delete_index_endpoint	source code	![Open in Cloud Shell][shell_img]
Index_endpoint_service.deploy_index	source code	![Open in Cloud Shell][shell_img]
Index_endpoint_service.get_index_endpoint	source code	![Open in Cloud Shell][shell_img]
Index_endpoint_service.list_index_endpoints	source code	![Open in Cloud Shell][shell_img]
Index_endpoint_service.mutate_deployed_index	source code	![Open in Cloud Shell][shell_img]
Index_endpoint_service.undeploy_index	source code	![Open in Cloud Shell][shell_img]
Index_endpoint_service.update_index_endpoint	source code	![Open in Cloud Shell][shell_img]
Index_service.create_index	source code	![Open in Cloud Shell][shell_img]
Index_service.delete_index	source code	![Open in Cloud Shell][shell_img]
Index_service.get_index	source code	![Open in Cloud Shell][shell_img]
Index_service.list_indexes	source code	![Open in Cloud Shell][shell_img]
Index_service.remove_datapoints	source code	![Open in Cloud Shell][shell_img]
Index_service.update_index	source code	![Open in Cloud Shell][shell_img]
Index_service.upsert_datapoints	source code	![Open in Cloud Shell][shell_img]
Job_service.cancel_batch_prediction_job	source code	![Open in Cloud Shell][shell_img]
Job_service.cancel_custom_job	source code	![Open in Cloud Shell][shell_img]
Job_service.cancel_data_labeling_job	source code	![Open in Cloud Shell][shell_img]
Job_service.cancel_hyperparameter_tuning_job	source code	![Open in Cloud Shell][shell_img]
Job_service.cancel_nas_job	source code	![Open in Cloud Shell][shell_img]
Job_service.create_batch_prediction_job	source code	![Open in Cloud Shell][shell_img]
Job_service.create_custom_job	source code	![Open in Cloud Shell][shell_img]
Job_service.create_data_labeling_job	source code	![Open in Cloud Shell][shell_img]
Job_service.create_hyperparameter_tuning_job	source code	![Open in Cloud Shell][shell_img]
Job_service.create_model_deployment_monitoring_job	source code	![Open in Cloud Shell][shell_img]
Job_service.create_nas_job	source code	![Open in Cloud Shell][shell_img]
Job_service.delete_batch_prediction_job	source code	![Open in Cloud Shell][shell_img]
Job_service.delete_custom_job	source code	![Open in Cloud Shell][shell_img]
Job_service.delete_data_labeling_job	source code	![Open in Cloud Shell][shell_img]
Job_service.delete_hyperparameter_tuning_job	source code	![Open in Cloud Shell][shell_img]
Job_service.delete_model_deployment_monitoring_job	source code	![Open in Cloud Shell][shell_img]
Job_service.delete_nas_job	source code	![Open in Cloud Shell][shell_img]
Job_service.get_batch_prediction_job	source code	![Open in Cloud Shell][shell_img]
Job_service.get_custom_job	source code	![Open in Cloud Shell][shell_img]
Job_service.get_data_labeling_job	source code	![Open in Cloud Shell][shell_img]
Job_service.get_hyperparameter_tuning_job	source code	![Open in Cloud Shell][shell_img]
Job_service.get_model_deployment_monitoring_job	source code	![Open in Cloud Shell][shell_img]
Job_service.get_nas_job	source code	![Open in Cloud Shell][shell_img]
Job_service.get_nas_trial_detail	source code	![Open in Cloud Shell][shell_img]
Job_service.list_batch_prediction_jobs	source code	![Open in Cloud Shell][shell_img]
Job_service.list_custom_jobs	source code	![Open in Cloud Shell][shell_img]
Job_service.list_data_labeling_jobs	source code	![Open in Cloud Shell][shell_img]
Job_service.list_hyperparameter_tuning_jobs	source code	![Open in Cloud Shell][shell_img]
Job_service.list_model_deployment_monitoring_jobs	source code	![Open in Cloud Shell][shell_img]
Job_service.list_nas_jobs	source code	![Open in Cloud Shell][shell_img]
Job_service.list_nas_trial_details	source code	![Open in Cloud Shell][shell_img]
Job_service.pause_model_deployment_monitoring_job	source code	![Open in Cloud Shell][shell_img]
Job_service.resume_model_deployment_monitoring_job	source code	![Open in Cloud Shell][shell_img]
Job_service.search_model_deployment_monitoring_stats_anomalies	source code	![Open in Cloud Shell][shell_img]
Job_service.update_model_deployment_monitoring_job	source code	![Open in Cloud Shell][shell_img]
Match_service.find_neighbors	source code	![Open in Cloud Shell][shell_img]
Match_service.read_index_datapoints	source code	![Open in Cloud Shell][shell_img]
Metadata_service.add_context_artifacts_and_executions	source code	![Open in Cloud Shell][shell_img]
Metadata_service.add_context_children	source code	![Open in Cloud Shell][shell_img]
Metadata_service.add_execution_events	source code	![Open in Cloud Shell][shell_img]
Metadata_service.create_artifact	source code	![Open in Cloud Shell][shell_img]
Metadata_service.create_context	source code	![Open in Cloud Shell][shell_img]
Metadata_service.create_execution	source code	![Open in Cloud Shell][shell_img]
Metadata_service.create_metadata_schema	source code	![Open in Cloud Shell][shell_img]
Metadata_service.create_metadata_store	source code	![Open in Cloud Shell][shell_img]
Metadata_service.delete_artifact	source code	![Open in Cloud Shell][shell_img]
Metadata_service.delete_context	source code	![Open in Cloud Shell][shell_img]
Metadata_service.delete_execution	source code	![Open in Cloud Shell][shell_img]
Metadata_service.delete_metadata_store	source code	![Open in Cloud Shell][shell_img]
Metadata_service.get_artifact	source code	![Open in Cloud Shell][shell_img]
Metadata_service.get_context	source code	![Open in Cloud Shell][shell_img]
Metadata_service.get_execution	source code	![Open in Cloud Shell][shell_img]
Metadata_service.get_metadata_schema	source code	![Open in Cloud Shell][shell_img]
Metadata_service.get_metadata_store	source code	![Open in Cloud Shell][shell_img]
Metadata_service.list_artifacts	source code	![Open in Cloud Shell][shell_img]
Metadata_service.list_contexts	source code	![Open in Cloud Shell][shell_img]
Metadata_service.list_executions	source code	![Open in Cloud Shell][shell_img]
Metadata_service.list_metadata_schemas	source code	![Open in Cloud Shell][shell_img]
Metadata_service.list_metadata_stores	source code	![Open in Cloud Shell][shell_img]
Metadata_service.purge_artifacts	source code	![Open in Cloud Shell][shell_img]
Metadata_service.purge_contexts	source code	![Open in Cloud Shell][shell_img]
Metadata_service.purge_executions	source code	![Open in Cloud Shell][shell_img]
Metadata_service.query_artifact_lineage_subgraph	source code	![Open in Cloud Shell][shell_img]
Metadata_service.query_context_lineage_subgraph	source code	![Open in Cloud Shell][shell_img]
Metadata_service.query_execution_inputs_and_outputs	source code	![Open in Cloud Shell][shell_img]
Metadata_service.remove_context_children	source code	![Open in Cloud Shell][shell_img]
Metadata_service.update_artifact	source code	![Open in Cloud Shell][shell_img]
Metadata_service.update_context	source code	![Open in Cloud Shell][shell_img]
Metadata_service.update_execution	source code	![Open in Cloud Shell][shell_img]
Migration_service.batch_migrate_resources	source code	![Open in Cloud Shell][shell_img]
Migration_service.search_migratable_resources	source code	![Open in Cloud Shell][shell_img]
Model_garden_service.get_publisher_model	source code	![Open in Cloud Shell][shell_img]
Model_service.batch_import_evaluated_annotations	source code	![Open in Cloud Shell][shell_img]
Model_service.batch_import_model_evaluation_slices	source code	![Open in Cloud Shell][shell_img]
Model_service.copy_model	source code	![Open in Cloud Shell][shell_img]
Model_service.delete_model	source code	![Open in Cloud Shell][shell_img]
Model_service.delete_model_version	source code	![Open in Cloud Shell][shell_img]
Model_service.export_model	source code	![Open in Cloud Shell][shell_img]
Model_service.get_model	source code	![Open in Cloud Shell][shell_img]
Model_service.get_model_evaluation	source code	![Open in Cloud Shell][shell_img]
Model_service.get_model_evaluation_slice	source code	![Open in Cloud Shell][shell_img]
Model_service.import_model_evaluation	source code	![Open in Cloud Shell][shell_img]
Model_service.list_model_evaluation_slices	source code	![Open in Cloud Shell][shell_img]
Model_service.list_model_evaluations	source code	![Open in Cloud Shell][shell_img]
Model_service.list_model_versions	source code	![Open in Cloud Shell][shell_img]
Model_service.list_models	source code	![Open in Cloud Shell][shell_img]
Model_service.merge_version_aliases	source code	![Open in Cloud Shell][shell_img]
Model_service.update_explanation_dataset	source code	![Open in Cloud Shell][shell_img]
Model_service.update_model	source code	![Open in Cloud Shell][shell_img]
Model_service.upload_model	source code	![Open in Cloud Shell][shell_img]
Persistent_resource_service.create_persistent_resource	source code	![Open in Cloud Shell][shell_img]
Persistent_resource_service.delete_persistent_resource	source code	![Open in Cloud Shell][shell_img]
Persistent_resource_service.get_persistent_resource	source code	![Open in Cloud Shell][shell_img]
Persistent_resource_service.list_persistent_resources	source code	![Open in Cloud Shell][shell_img]
Persistent_resource_service.update_persistent_resource	source code	![Open in Cloud Shell][shell_img]
Pipeline_service.cancel_pipeline_job	source code	![Open in Cloud Shell][shell_img]
Pipeline_service.cancel_training_pipeline	source code	![Open in Cloud Shell][shell_img]
Pipeline_service.create_pipeline_job	source code	![Open in Cloud Shell][shell_img]
Pipeline_service.create_training_pipeline	source code	![Open in Cloud Shell][shell_img]
Pipeline_service.delete_pipeline_job	source code	![Open in Cloud Shell][shell_img]
Pipeline_service.delete_training_pipeline	source code	![Open in Cloud Shell][shell_img]
Pipeline_service.get_pipeline_job	source code	![Open in Cloud Shell][shell_img]
Pipeline_service.get_training_pipeline	source code	![Open in Cloud Shell][shell_img]
Pipeline_service.list_pipeline_jobs	source code	![Open in Cloud Shell][shell_img]
Pipeline_service.list_training_pipelines	source code	![Open in Cloud Shell][shell_img]
Prediction_service.count_tokens	source code	![Open in Cloud Shell][shell_img]
Prediction_service.explain	source code	![Open in Cloud Shell][shell_img]
Prediction_service.predict	source code	![Open in Cloud Shell][shell_img]
Prediction_service.raw_predict	source code	![Open in Cloud Shell][shell_img]
Prediction_service.server_streaming_predict	source code	![Open in Cloud Shell][shell_img]
Schedule_service.create_schedule	source code	![Open in Cloud Shell][shell_img]
Schedule_service.delete_schedule	source code	![Open in Cloud Shell][shell_img]
Schedule_service.get_schedule	source code	![Open in Cloud Shell][shell_img]
Schedule_service.list_schedules	source code	![Open in Cloud Shell][shell_img]
Schedule_service.pause_schedule	source code	![Open in Cloud Shell][shell_img]
Schedule_service.resume_schedule	source code	![Open in Cloud Shell][shell_img]
Schedule_service.update_schedule	source code	![Open in Cloud Shell][shell_img]
Specialist_pool_service.create_specialist_pool	source code	![Open in Cloud Shell][shell_img]
Specialist_pool_service.delete_specialist_pool	source code	![Open in Cloud Shell][shell_img]
Specialist_pool_service.get_specialist_pool	source code	![Open in Cloud Shell][shell_img]
Specialist_pool_service.list_specialist_pools	source code	![Open in Cloud Shell][shell_img]
Specialist_pool_service.update_specialist_pool	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.batch_create_tensorboard_runs	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.batch_create_tensorboard_time_series	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.batch_read_tensorboard_time_series_data	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.create_tensorboard	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.create_tensorboard_experiment	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.create_tensorboard_run	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.create_tensorboard_time_series	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.delete_tensorboard	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.delete_tensorboard_experiment	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.delete_tensorboard_run	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.delete_tensorboard_time_series	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.export_tensorboard_time_series_data	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.get_tensorboard	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.get_tensorboard_experiment	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.get_tensorboard_run	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.get_tensorboard_time_series	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.list_tensorboard_experiments	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.list_tensorboard_runs	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.list_tensorboard_time_series	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.list_tensorboards	source code	![Open in Cloud Shell][shell_img]
Tensorboard_service.read_tensorboard_blob_data	source code	[![Open in Cloud Shell][shell_img]](https://console.cloud.google.

@google-cloud/aiplatform

Vertex AI: Node.js Client

Quickstart

Before you begin

Installing the client library

Using the client library

Samples

Keywords

Install

Repository

Homepage

Weekly Downloads

Version

License

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Last publish

Collaborators

@google-cloud/aiplatform

Vertex AI: Node.js Client

Quickstart

Before you begin

Installing the client library

Using the client library

Samples

Keywords

Install

Repository

Homepage

DownloadsWeekly Downloads

Version

License

Unpacked Size

Total Files

Last publish

Collaborators

Weekly Downloads