tfx.types.artifact_utils.deserialize_artifact

Reconstruct Artifact object from MLMD proto descriptors.

tfx.types.artifact_utils.deserialize_artifact(
    artifact_type: metadata_store_pb2.ArtifactType,
    artifact: Optional[metadata_store_pb2.Artifact] = None
) -> tfx.types.Artifact

Used in the notebooks

Used in the tutorials
Create a TFX pipeline for your data with Penguin template

Internal method, no backwards compatibility guarantees.

Args
artifact_type	A metadata_store_pb2.ArtifactType proto object describing the type of the artifact.
artifact	A metadata_store_pb2.Artifact proto object describing the contents of the artifact. If not provided, an Artifact of the desired type with empty contents is created.

Returns
Artifact subclass object for the given MLMD proto descriptors.