metric

superduper.components.metric

Source code

Metric

Metric(self,
     identifier: str,
     upstream: Optional[List[ForwardRef('Component')]] = None,
     compute_kwargs: Dict = <factory>,
     db: dataclasses.InitVar[typing.Optional[ForwardRef('Datalayer')]] = None,
     *,
     object: Callable) -> None

Parameter	Description
identifier	Identifier of the instance.
upstream	A list of upstream components.
compute_kwargs	Keyword arguments to manage the compute environment.
db	Datalayer instance. Datalayer instance.
object	Callable or an Artifact to be applied to the data.

Metric base object used to evaluate performance on a dataset.

These objects are callable and are applied row-wise to the data, and averaged.