tfdv.visualize_statistics

Visualize the input statistics using Facets.

tfdv.visualize_statistics(
    lhs_statistics: statistics_pb2.DatasetFeatureStatisticsList,
    rhs_statistics: Optional[statistics_pb2.DatasetFeatureStatisticsList] = None,
    lhs_name: Text = 'lhs_statistics',
    rhs_name: Text = 'rhs_statistics',
    allowlist_features: Optional[List[types.FeaturePath]] = None,
    denylist_features: Optional[List[types.FeaturePath]] = None
) -> None

Used in the notebooks

Used in the tutorials

lhs_statisticsA DatasetFeatureStatisticsList protocol buffer.
rhs_statisticsAn optional DatasetFeatureStatisticsList protocol buffer to compare with lhs_statistics.
lhs_nameName to use for the lhs_statistics dataset if a name is not already provided within the protocol buffer.
rhs_nameName to use for the rhs_statistics dataset if a name is not already provided within the protocol buffer.
allowlist_featuresSet of features to be visualized.
denylist_featuresSet of features to ignore for visualization.

TypeErrorIf the input argument is not of the expected type.
ValueErrorIf the input statistics protos does not have only one dataset.