tfma.Validate

Performs validation of alternative evaluations.

tfma.Validate(
    alternatives: Dict[str, beam.PTransform],
    validators: List[tfma.validators.Validator]
) -> tfma.evaluators.Evaluation

Args
`extracts`	PCollection of extracts.
`alternatives`	Dict of PTransforms (Extracts -> Evaluation) whose output will be compared for validation purposes (e.g. 'baseline' vs 'candidate').
`validators`	List of validators for validating the output from running the alternatives. The Validation outputs produced by the validators will be merged into a single output. If there are overlapping output keys, later outputs will replace earlier outputs sharing the same key.

Returns
Validation dict.

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Last updated 2024-04-26 UTC.

Args