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title titleSuffix description services ms.service ms.subservice ms.topic ms.custom author ms.author ms.date ms.reviewer
CLI (v2) Azure Data Lake Gen1 datastore YAML schema
Azure Machine Learning
Reference documentation for the CLI (v2) Azure Data Lake Gen1 datastore YAML schema.
machine-learning
machine-learning
mldata
reference
cliv2, event-tier1-build-2022
ynpandey
yogipandey
10/21/2021
laobri

CLI (v2) Azure Data Lake Gen1 YAML schema

[!INCLUDE cli v2]

The source JSON schema can be found at https://azuremlschemas.azureedge.net/latest/azureDataLakeGen1.schema.json.

[!INCLUDE schema note]

YAML syntax

Key Type Description Allowed values Default value
$schema string The YAML schema. If you use the Azure Machine Learning VS Code extension to author the YAML file, including $schema at the top of your file enables you to invoke schema and resource completions.
type string Required. The type of datastore. azure_data_lake_gen1
name string Required. Name of the datastore.
description string Description of the datastore.
tags object Dictionary of tags for the datastore.
store_name string Required. Name of the Azure Data Lake Storage Gen1 account.
credentials object Service principal credentials for connecting to the Azure storage account. Credential secrets are stored in the workspace key vault.
credentials.tenant_id string The tenant ID of the service principal. Required if credentials is specified.
credentials.client_id string The client ID of the service principal. Required if credentials is specified.
credentials.client_secret string The client secret of the service principal. Required if credentials is specified.
credentials.resource_url string The resource URL that determines what operations will be performed on the Azure Data Lake Storage Gen1 account. https://datalake.azure.net/
credentials.authority_url string The authority URL used to authenticate the user. https://login.microsoftonline.com

Remarks

The az ml datastore command can be used for managing Azure Machine Learning datastores.

Examples

Examples are available in the examples GitHub repository. Several are shown below.

YAML: identity-based access

:::code language="yaml" source="~/azureml-examples-main/cli/resources/datastore/adls-gen1-credless.yml":::

YAML: tenant ID, client ID, client secret

:::code language="yaml" source="~/azureml-examples-main/cli/resources/datastore/adls-gen1.yml":::

Next steps