AzureDataLakeGen2Datastore Class

Azure data lake gen 2 that is linked to an Azure ML workspace.

Inheritance

azure.ai.ml.entities._datastore.datastore.Datastore

AzureDataLakeGen2Datastore

Constructor

AzureDataLakeGen2Datastore(*, name: str, account_name: str, filesystem: str, description: str | None = None, tags: Dict | None = None, endpoint: str = 'core.windows.net', protocol: str = 'https', properties: Dict | None = None, credentials: CertificateConfiguration | ServicePrincipalConfiguration | None = None, **kwargs: Any)

Parameters

Name	Description
name Required	str Name of the datastore.
account_name Required	str Name of the Azure storage account.
filesystem Required	str The name of the Data Lake Gen2 filesystem.
description Required	str Description of the resource.
tags Required	dict[str, str] Tag dictionary. Tags can be added, removed, and updated.
endpoint Required	str Endpoint to use to connect with the Azure storage account
protocol Required	str Protocol to use to connect with the Azure storage account
credentials Required	Credentials to use for Azure ML workspace to connect to the storage.
properties Required	dict[str, str] The asset property dictionary.
kwargs Required	dict A dictionary of additional configuration parameters.

Keyword-Only Parameters

Name	Description
name Required
account_name Required
filesystem Required
description Required
tags Required
endpoint	default value: core.windows.net
protocol	default value: https
properties Required
credentials Required

Methods

dump	Dump the datastore content into a file in yaml format.

dump

Dump the datastore content into a file in yaml format.

dump(dest: str | PathLike | IO, **kwargs: Any) -> None

Parameters

Name	Description
dest Required	Union[<xref:PathLike>, str, IO[AnyStr]] The destination to receive this datastore's content. Must be either a path to a local file, or an already-open file stream. If dest is a file path, a new file will be created, and an exception is raised if the file exists. If dest is an open file, the file will be written to directly, and an exception will be raised if the file is not writable.

Attributes

base_path

The base path of the resource.

Returns

Type	Description
str	The base path of the resource.

creation_context

The creation context of the resource.

Returns

Type	Description
Optional[SystemData]	The creation metadata for the resource.

id

The resource ID.

Returns

Type	Description
Optional[str]	The global ID of the resource, an Azure Resource Manager (ARM) ID.

type