metric

superduper.components.metric

Source code

Metric

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

Parameter	Description
identifier	Identifier of the instance.
upstream	A list of upstream components.
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.