@google-cloud/aiplatform
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3.25.0 • Public • Published

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release level npm version

Vertex AI client for Node.js

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

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

Table of contents:

Quickstart

Before you begin

  1. [Select or create a Cloud Platform project][projects].
  2. [Enable billing for your project][billing].
  3. [Enable the Vertex AI API][enable_api].
  4. [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.create_dataset_version source code ![Open in Cloud Shell][shell_img]
Dataset_service.delete_dataset source code ![Open in Cloud Shell][shell_img]
Dataset_service.delete_dataset_version 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.get_dataset_version 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_dataset_versions 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.restore_dataset_version 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]
Dataset_service.update_dataset_version 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]
Deployment_resource_pool_service.update_deployment_resource_pool 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]
Feature_online_store_admin_service.create_feature_online_store source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.create_feature_view source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.delete_feature_online_store source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.delete_feature_view source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.get_feature_online_store source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.get_feature_view source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.get_feature_view_sync source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.list_feature_online_stores source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.list_feature_view_syncs source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.list_feature_views source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.sync_feature_view source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.update_feature_online_store source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.update_feature_view source code ![Open in Cloud Shell][shell_img]
Feature_online_store_service.fetch_feature_values source code ![Open in Cloud Shell][shell_img]
Feature_online_store_service.search_nearest_entities source code ![Open in Cloud Shell][shell_img]
Feature_registry_service.create_feature source code ![Open in Cloud Shell][shell_img]
Feature_registry_service.create_feature_group source code ![Open in Cloud Shell][shell_img]
Feature_registry_service.delete_feature source code ![Open in Cloud Shell][shell_img]
Feature_registry_service.delete_feature_group source code ![Open in Cloud Shell][shell_img]
Feature_registry_service.get_feature source code ![Open in Cloud Shell][shell_img]
Feature_registry_service.get_feature_group source code ![Open in Cloud Shell][shell_img]
Feature_registry_service.list_feature_groups source code ![Open in Cloud Shell][shell_img]
Feature_registry_service.list_features source code ![Open in Cloud Shell][shell_img]
Feature_registry_service.update_feature source code ![Open in Cloud Shell][shell_img]
Feature_registry_service.update_feature_group 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]
Gen_ai_tuning_service.cancel_tuning_job source code ![Open in Cloud Shell][shell_img]
Gen_ai_tuning_service.create_tuning_job source code ![Open in Cloud Shell][shell_img]
Gen_ai_tuning_service.get_tuning_job source code ![Open in Cloud Shell][shell_img]
Gen_ai_tuning_service.list_tuning_jobs 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]
Llm_utility_service.compute_tokens source code ![Open in Cloud Shell][shell_img]
Llm_utility_service.count_tokens 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]
Notebook_service.assign_notebook_runtime source code ![Open in Cloud Shell][shell_img]
Notebook_service.create_notebook_runtime_template source code ![Open in Cloud Shell][shell_img]
Notebook_service.delete_notebook_runtime source code ![Open in Cloud Shell][shell_img]
Notebook_service.delete_notebook_runtime_template source code ![Open in Cloud Shell][shell_img]
Notebook_service.get_notebook_runtime source code ![Open in Cloud Shell][shell_img]
Notebook_service.get_notebook_runtime_template source code ![Open in Cloud Shell][shell_img]
Notebook_service.list_notebook_runtime_templates source code ![Open in Cloud Shell][shell_img]
Notebook_service.list_notebook_runtimes source code ![Open in Cloud Shell][shell_img]
Notebook_service.start_notebook_runtime source code ![Open in Cloud Shell][shell_img]
Notebook_service.update_notebook_runtime_template source code ![Open in Cloud Shell][shell_img]
Notebook_service.upgrade_notebook_runtime 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.reboot_persistent_resource source code ![Open in Cloud Shell][shell_img]
Persistent_resource_service.update_persistent_resource source code ![Open in Cloud Shell][shell_img]
Pipeline_service.batch_cancel_pipeline_jobs source code ![Open in Cloud Shell][shell_img]
Pipeline_service.batch_delete_pipeline_jobs 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.direct_predict source code ![Open in Cloud Shell][shell_img]
Prediction_service.direct_raw_predict source code ![Open in Cloud Shell][shell_img]
Prediction_service.explain source code ![Open in Cloud Shell][shell_img]
Prediction_service.generate_content 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]
Prediction_service.stream_direct_predict source code ![Open in Cloud Shell][shell_img]
Prediction_service.stream_direct_raw_predict source code ![Open in Cloud Shell][shell_img]
Prediction_service.stream_generate_content source code ![Open in Cloud Shell][shell_img]
Prediction_service.stream_raw_predict source code ![Open in Cloud Shell][shell_img]
Prediction_service.streaming_predict source code ![Open in Cloud Shell][shell_img]
Prediction_service.streaming_raw_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.create_dataset_version source code ![Open in Cloud Shell][shell_img]
Dataset_service.delete_dataset source code ![Open in Cloud Shell][shell_img]
Dataset_service.delete_dataset_version 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.get_dataset_version 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_dataset_versions 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.restore_dataset_version 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]
Dataset_service.update_dataset_version 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]
Deployment_resource_pool_service.update_deployment_resource_pool 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]
Evaluation_service.evaluate_instances source code ![Open in Cloud Shell][shell_img]
Extension_execution_service.execute_extension source code ![Open in Cloud Shell][shell_img]
Extension_execution_service.query_extension source code ![Open in Cloud Shell][shell_img]
Extension_registry_service.delete_extension source code ![Open in Cloud Shell][shell_img]
Extension_registry_service.get_extension source code ![Open in Cloud Shell][shell_img]
Extension_registry_service.import_extension source code ![Open in Cloud Shell][shell_img]
Extension_registry_service.list_extensions source code ![Open in Cloud Shell][shell_img]
Extension_registry_service.update_extension source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.create_feature_online_store source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.create_feature_view source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.delete_feature_online_store source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.delete_feature_view source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.get_feature_online_store source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.get_feature_view source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.get_feature_view_sync source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.list_feature_online_stores source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.list_feature_view_syncs source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.list_feature_views source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.sync_feature_view source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.update_feature_online_store source code ![Open in Cloud Shell][shell_img]
Feature_online_store_admin_service.update_feature_view source code ![Open in Cloud Shell][shell_img]
Feature_online_store_service.fetch_feature_values source code ![Open in Cloud Shell][shell_img]
Feature_online_store_service.search_nearest_entities source code ![Open in Cloud Shell][shell_img]
Feature_online_store_service.streaming_fetch_feature_values source code ![Open in Cloud Shell][shell_img]
Feature_registry_service.create_feature source code ![Open in Cloud Shell][shell_img]
Feature_registry_service.create_feature_group source code ![Open in Cloud Shell][shell_img]
Feature_registry_service.delete_feature source code ![Open in Cloud Shell][shell_img]
Feature_registry_service.delete_feature_group source code ![Open in Cloud Shell][shell_img]
Feature_registry_service.get_feature source code ![Open in Cloud Shell][shell_img]
Feature_registry_service.get_feature_group source code ![Open in Cloud Shell][shell_img]
Feature_registry_service.list_feature_groups source code ![Open in Cloud Shell][shell_img]
Feature_registry_service.list_features source code ![Open in Cloud Shell][shell_img]
Feature_registry_service.update_feature source code ![Open in Cloud Shell][shell_img]
Feature_registry_service.update_feature_group 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]
Gen_ai_cache_service.create_cached_content source code ![Open in Cloud Shell][shell_img]
Gen_ai_cache_service.delete_cached_content source code ![Open in Cloud Shell][shell_img]
Gen_ai_cache_service.get_cached_content source code ![Open in Cloud Shell][shell_img]
Gen_ai_cache_service.list_cached_contents source code ![Open in Cloud Shell][shell_img]
Gen_ai_cache_service.update_cached_content source code ![Open in Cloud Shell][shell_img]
Gen_ai_tuning_service.cancel_tuning_job source code ![Open in Cloud Shell][shell_img]
Gen_ai_tuning_service.create_tuning_job source code ![Open in Cloud Shell][shell_img]
Gen_ai_tuning_service.get_tuning_job source code ![Open in Cloud Shell][shell_img]
Gen_ai_tuning_service.list_tuning_jobs 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]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&pa

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npm i @google-cloud/aiplatform

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