Data Class

Data for training and scoring.

Inheritance

azure.ai.ml.entities._assets._artifacts.artifact.Artifact

Data

Constructor

Data(*, name: str | None = None, version: str | None = None, description: str | None = None, tags: Dict | None = None, properties: Dict | None = None, path: str | None = None, type: str = 'uri_folder', **kwargs: Any)

Parameters

Name	Description
name Required	str Name of the resource.
version Required	str Version of the resource.
description Required	str Description of the resource.
tags Required	dict[str, str] Tag dictionary. Tags can be added, removed, and updated.
properties Required	dict[str, str] The asset property dictionary.
path Required	str The path to the asset on the datastore. This can be local or remote
type Required	Literal[AssetTypes.URI_FILE, AssetTypes.URI_FOLDER, AssetTypes.MLTABLE] The type of the asset. Valid values are uri_file, uri_folder, mltable. Defaults to uri_folder.
kwargs Required	dict A dictionary of additional configuration parameters.

Keyword-Only Parameters

Name	Description
name Required
version Required
description Required
tags Required
properties Required
path Required
type	default value: uri_folder

Methods

dump	Dump the asset content into a file in YAML format.

dump

Dump the asset 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 local path or file stream to write the YAML content to. If dest is a file path, a new file will be created. If dest is an open file, the file will be written to directly.

Keyword-Only Parameters

Name	Description
kwargs	dict Additional arguments to pass to the YAML serializer.

Exceptions

Type	Description
FileExistsError	Raised if dest is a file path and the file already exists.
IOError	Raised if dest is an open file and 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.

path

version

The asset version.

Returns

Type	Description
str	The asset version.