hsml.core.explicit_provenance #

Artifact #

Id of the model registry in which the artifact is located.

Name of the artifact.

Version of the artifact.

accessible: list[
    feature_view.FeatureView
    | training_dataset.TrainingDataset
]

List of objects which are part of the provenance graph requested.

These entities exist in the feature store and the user has access to them.

deleted: list[Artifact]

List of objects which contains minimal information (name, version) about the entities (feature views, training datasets) they represent.

These entities have been removed from the feature store.

faulty: list[Artifact]

List of objects which contains minimal information (name, version) about the entities (feature views, training datasets) they represent.

These entities exist in the feature store, however they are corrupted.

inaccessible: list[Artifact]

List of objects which contains minimal information (name, version) about the entities (feature views, training datasets) they represent.

These entities exist in the feature store, however the user does not have access to them anymore.

get_one_accessible_parent(
    links: Links | None,
) -> (
    feature_view.FeatureView
    | training_dataset.TrainingDataset
    | None
)

Return the single accessible parent artifact from the given links.

PARAMETER	DESCRIPTION
`links`	The provenance links to extract the parent from. TYPE: `Links \| None`

RETURNS	DESCRIPTION
`feature_view.FeatureView \| training_dataset.TrainingDataset \| None`	The accessible parent artifact, or None when there is no parent
`feature_view.FeatureView \| training_dataset.TrainingDataset \| None`	information or the parent is deleted, inaccessible, or invalid.

RAISES	DESCRIPTION
`Exception`	If the backend returns more than one parent.

is_empty() -> bool

Whether these links contain no artifacts in any category.

RETURNS	DESCRIPTION
`bool`	True if there are no accessible, inaccessible, deleted, or faulty
`bool`	artifacts, False otherwise.