---
title: Machine Learning Services Workspace Batch Endpoint
description: Datadog, the leading service for cloud-scale monitoring.
breadcrumbs: >-
  Docs > DDSQL Reference > Data Directory > Machine Learning Services Workspace
  Batch Endpoint
---

# Machine Learning Services Workspace Batch Endpoint

This table represents the machine_learning_services_workspace_batch_endpoint resource from Microsoft Azure.

```
azure.machine_learning_services_workspace_batch_endpoint
```

## Fields

| Title              | ID   | Type       | Data Type                                                                                                                                                                                 | Description |
| ------------------ | ---- | ---------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ----------- |
| _key               | core | string     |
| auth_mode          | core | string     | [Required] Use 'Key' for key based authentication and 'AMLToken' for Azure Machine Learning token-based authentication. 'Key' doesn't expire but 'AMLToken' does.                         |
| defaults           | core | json       | Default values for Batch Endpoint                                                                                                                                                         |
| description        | core | string     | Description of the inference endpoint.                                                                                                                                                    |
| id                 | core | string     | Fully qualified resource ID for the resource. Ex - /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{resourceProviderNamespace}/{resourceType}/{resourceName} |
| identity           | core | json       | Managed service identity (system assigned and/or user assigned identities)                                                                                                                |
| keys               | core | json       | EndpointAuthKeys to set initially on an Endpoint.This property will always be returned as null. AuthKey values must be retrieved using the ListKeys API.                                  |
| kind               | core | string     | Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.                                                                                    |
| location           | core | string     | The geo-location where the resource lives                                                                                                                                                 |
| name               | core | string     | The name of the resource                                                                                                                                                                  |
| provisioning_state | core | string     | Provisioning state for the endpoint.                                                                                                                                                      |
| resource_group     | core | string     |
| scoring_uri        | core | string     | Endpoint URI.                                                                                                                                                                             |
| sku                | core | json       | Sku details required for ARM contract for Autoscaling.                                                                                                                                    |
| subscription_id    | core | string     |
| subscription_name  | core | string     |
| swagger_uri        | core | string     | Endpoint Swagger URI.                                                                                                                                                                     |
| system_data        | core | json       | Azure Resource Manager metadata containing createdBy and modifiedBy information.                                                                                                          |
| tags               | core | hstore_csv |
| type               | core | string     | The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"                                                                                 |