# Source: https://docs.datadoghq.com/ddsql_reference/data_directory/gcp/gcp.aiplatform_feature_online_store.dataset.md

---
title: Vertex AI Feature Online Store
description: Datadog, the leading service for cloud-scale monitoring.
breadcrumbs: Docs > DDSQL Reference > Data Directory > Vertex AI Feature Online Store
---

# Vertex AI Feature Online Store

Vertex AI Feature Online Store is a managed service in Google Cloud that provides low-latency access to machine learning features for online prediction. It stores and serves feature values generated by feature engineering pipelines, ensuring consistency between training and serving data. This enables real-time inference with up-to-date feature data integrated into Vertex AI workflows.

```
gcp.aiplatform_feature_online_store
```

## Fields

| Title                      | ID   | Type          | Data Type                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 | Description |
| -------------------------- | ---- | ------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ----------- |
| _key                       | core | string        |
| ancestors                  | core | array<string> |
| bigtable                   | core | json          | Contains settings for the Cloud Bigtable instance that will be created to serve featureValues for all FeatureViews under this FeatureOnlineStore.                                                                                                                                                                                                                                                                                                                                                                                                                         |
| create_time                | core | timestamp     | Output only. Timestamp when this FeatureOnlineStore was created.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          |
| datadog_display_name       | core | string        |
| dedicated_serving_endpoint | core | json          | Optional. The dedicated serving endpoint for this FeatureOnlineStore, which is different from common Vertex service endpoint.                                                                                                                                                                                                                                                                                                                                                                                                                                             |
| encryption_spec            | core | json          | Optional. Customer-managed encryption key spec for data storage. If set, online store will be secured by this key.                                                                                                                                                                                                                                                                                                                                                                                                                                                        |
| etag                       | core | string        | Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.                                                                                                                                                                                                                                                                                                                                                                                                                                                           |
| labels                     | core | array<string> | Optional. The labels with user-defined metadata to organize your FeatureOnlineStore. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information on and examples of labels. No more than 64 user labels can be associated with one FeatureOnlineStore(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable. |
| name                       | core | string        | Identifier. Name of the FeatureOnlineStore. Format: `projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}`                                                                                                                                                                                                                                                                                                                                                                                                                                    |
| optimized                  | core | json          | Contains settings for the Optimized store that will be created to serve featureValues for all FeatureViews under this FeatureOnlineStore. When choose Optimized storage type, need to set PrivateServiceConnectConfig.enable_private_service_connect to use private endpoint. Otherwise will use public endpoint by default.                                                                                                                                                                                                                                              |
| organization_id            | core | string        |
| parent                     | core | string        |
| project_id                 | core | string        |
| project_number             | core | string        |
| region_id                  | core | string        |
| resource_name              | core | string        |
| satisfies_pzi              | core | bool          | Output only. Reserved for future use.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     |
| satisfies_pzs              | core | bool          | Output only. Reserved for future use.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     |
| state                      | core | string        | Output only. State of the featureOnlineStore.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             |
| tags                       | core | hstore_csv    |
| update_time                | core | timestamp     | Output only. Timestamp when this FeatureOnlineStore was last updated.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     |
| zone_id                    | core | string        |