data_juicer.utils.fingerprint_utils module#

class data_juicer.utils.fingerprint_utils.Hasher[source]#

Bases: object

Hasher that accepts python objects as inputs.

dispatch: Dict = {}#
__init__()[source]#
classmethod hash_bytes(value: bytes | List[bytes]) str[source]#
classmethod hash_default(value: Any) str[source]#

Use dill to serialize objects to avoid serialization failures.

classmethod hash(value: Any) str[source]#
update(value: Any) None[source]#
hexdigest() str[source]#
data_juicer.utils.fingerprint_utils.update_fingerprint(fingerprint, transform, transform_args)[source]#

Combining various objects to update the fingerprint.

data_juicer.utils.fingerprint_utils.generate_fingerprint(ds, *args, **kwargs)[source]#

Generate new fingerprints by using various kwargs of the dataset.