Module: tfx.types.artifact_utils

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TFX Artifact utilities.

Functions

decode_split_names(...): Decode an encoded list of split names.

deserialize_artifact(...): Reconstruct Artifact object from MLMD proto descriptors.

encode_split_names(...): Get the encoded representation of a list of split names.

get_artifact_type_class(...): Get the artifact type class corresponding to an MLMD type proto.

get_single_instance(...): Get a single instance of Artifact from a list of length one.

get_single_uri(...): Get the uri of Artifact from a list of length one.

get_split_uri(...): Get the uri of Artifact with matching split from given list.

get_split_uris(...): Get the uris of Artifacts with matching split from given list.

is_artifact_version_older_than(...): Check if artifact belongs to old version.

jsonify_artifact_dict(...): Serialize a dict from key to list of Artifact into json format.

parse_artifact_dict(...): Parse a dict from key to list of Artifact from its json format.