tfdv.validate_corresponding_slices

Validates corresponding sliced statistics.

tfdv.validate_corresponding_slices(
    statistics: statistics_pb2.DatasetFeatureStatisticsList,
    schema: schema_pb2.Schema,
    environment: Optional[Text] = None,
    previous_statistics: Optional[statistics_pb2.DatasetFeatureStatisticsList] = None,
    serving_statistics: Optional[statistics_pb2.DatasetFeatureStatisticsList] = None
) -> anomalies_pb2.Anomalies

Sliced statistics are flattened into a single unsliced stats input prior to validation. If multiple statistics are provided, validation is performed on corresponding slices. DatasetConstraints, if present, are applied to the overall slice.

statistics See validate_statistics.
schema See validate_statistics.
environment See validate_statistics.
previous_statistics See validate_statistics.
serving_statistics See validate_statistics.

An Anomalies protocol buffer.

TypeError If any of the input arguments is not of the expected type.