ArtifactCollection

Description

An artifact collection that represents a group of related artifacts.

Args:

• client: The client instance to use for querying W&B.
• entity: The entity that owns the project.
• project: The name of the project to query for artifact collections.
• name: The name of the artifact collection.
• type: The type of the artifact collection (e.g., “dataset”, “model”).
• organization: Optional organization name if applicable.
• attrs: Optional mapping of attributes to initialize the artifact collection. If not provided, the object will load its attributes from W&B upon initialization.

Properties:

id

The unique identifier of the artifact collection.

entity

The entity that owns the project.

project

The project that contains the artifact collection.

aliases

The aliases for all artifact versions contained in this collection.

created_at

The creation date of the artifact collection.

updated_at

The date at which the artifact collection was last updated.

description

A description of the artifact collection.

tags

The tags associated with the artifact collection.

name

The name of the artifact collection.

type

Returns the type of the artifact collection.

Methods:

artifacts

Get all artifacts in the collection.

change_type

Deprecated, change type directly with save instead.

delete

Delete the entire artifact collection.

is_sequence

Return whether the artifact collection is a sequence.

save

Persist any changes made to the artifact collection.