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

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

# Vertex AI Dataset

Vertex AI Dataset is a managed resource in Google Cloud used to store and organize data for machine learning workflows. It supports various data types such as tabular, image, text, and video, enabling users to prepare and manage training data for Vertex AI models. The dataset integrates with labeling, training, and evaluation services to streamline the ML lifecycle.

```
gcp.aiplatform_dataset
```

## Fields

| Title                | ID   | Type          | Data Type                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | Description |
| -------------------- | ---- | ------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ----------- |
| _key                 | core | string        |
| ancestors            | core | array<string> |
| create_time          | core | timestamp     | Output only. Timestamp when this Dataset was created.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
| data_item_count      | core | int64         | Output only. The number of DataItems in this Dataset. Only apply for non-structured Dataset.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          |
| datadog_display_name | core | string        |
| description          | core | string        | The description of the Dataset.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       |
| encryption_spec      | core | json          | Customer-managed encryption key spec for a Dataset. If set, this Dataset and all sub-resources of this Dataset will be secured by this key.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |
| etag                 | core | string        | Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
| gcp_display_name     | core | string        | Required. The user-defined name of the Dataset. The name can be up to 128 characters long and can consist of any UTF-8 characters.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    |
| labels               | core | array<string> | The labels with user-defined metadata to organize your Datasets. 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. No more than 64 user labels can be associated with one Dataset (System labels are excluded). See https://goo.gl/xmQnxf for more information and examples of labels. System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable. Following system labels exist for each Dataset: * "aiplatform.googleapis.com/dataset_metadata_schema": output only, its value is the metadata_schema's title. |
| metadata_artifact    | core | string        | Output only. The resource name of the Artifact that was created in MetadataStore when creating the Dataset. The Artifact resource name pattern is `projects/{project}/locations/{location}/metadataStores/{metadata_store}/artifacts/{artifact}`.                                                                                                                                                                                                                                                                                                                                                                                                                                                     |
| metadata_schema_uri  | core | string        | Required. Points to a YAML file stored on Google Cloud Storage describing additional information about the Dataset. The schema is defined as an OpenAPI 3.0.2 Schema Object. The schema files that can be used here are found in gs://google-cloud-aiplatform/schema/dataset/metadata/.                                                                                                                                                                                                                                                                                                                                                                                                               |
| model_reference      | core | string        | Optional. Reference to the public base model last used by the dataset. Only set for prompt datasets.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |
| name                 | core | string        | Output only. Identifier. The resource name of the Dataset. Format: `projects/{project}/locations/{location}/datasets/{dataset}`                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       |
| 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.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
| saved_queries        | core | json          | All SavedQueries belong to the Dataset will be returned in List/Get Dataset response. The annotation_specs field will not be populated except for UI cases which will only use annotation_spec_count. In CreateDataset request, a SavedQuery is created together if this field is set, up to one SavedQuery can be set in CreateDatasetRequest. The SavedQuery should not contain any AnnotationSpec.                                                                                                                                                                                                                                                                                                 |
| tags                 | core | hstore_csv    |
| update_time          | core | timestamp     | Output only. Timestamp when this Dataset was last updated.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            |
| zone_id              | core | string        |