Data Class
Data for training and scoring.
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
|
Name of the resource. |
|
version
Required
|
Version of the resource. |
|
description
Required
|
Description of the resource. |
|
tags
Required
|
Tag dictionary. Tags can be added, removed, and updated. |
|
properties
Required
|
The asset property dictionary. |
|
path
Required
|
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
|
A dictionary of additional configuration parameters. |
Keyword-Only Parameters
| Name | Description |
|---|---|
|
name
|
Default value: None
|
|
version
|
Default value: None
|
|
description
|
Default value: None
|
|
tags
|
Default value: None
|
|
properties
|
Default value: None
|
|
path
|
Default value: None
|
|
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) -> NoneParameters
| Name | Description |
|---|---|
|
dest
Required
|
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. |
Exceptions
| Type | Description |
|---|---|
|
Raised if dest is a file path and the file already exists. |
|
|
Raised if dest is an open file and the file is not writable. |
Attributes
base_path
creation_context
The creation context of the resource.
Returns
| Type | Description |
|---|---|
|
The creation metadata for the resource. |
