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Provenance Links#

Provenance Links are objects returned by methods such as get_parent_feature_group, get_generated_feature_groups, get_generated_feature_views and represent sections of the provenance graph, depending on the method invoked.

Properties#

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accessible#

List of feature groups or feature views metadata objects which are part of the provenance graph requested. These entities exist in the feature store and the user has access to them.


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deleted#

List of Artifact objects which contains minimal information (name, version) about the entities (feature groups, feature views) they represent. These entities have been removed from the feature store.


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faulty#

List of Artifact objects which contains minimal information (name, version) about the entities (feature groups, feature views) they represent. These entities exist in the feature store, however they are corrupted.


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inaccessible#

List of Artifact objects which contains minimal information (name, version) about the entities (feature groups, feature views) they represent. These entities exist in the feature store, however the user does not have access to them anymore.


Artifact#

Artifacts objects are part of the provenance graph and contain a minimal set of information regarding the entities (feature groups, feature views) they represent. The provenance graph contains Artifact objects when the underlying entities have been deleted or they are corrupted or they are not accessible by the user.

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feature_store_name#

Name of the feature store in which the artifact is located.


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name#

Name of the artifact.


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version#

Version of the artifact