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tfdv.update_schema

Updates input schema to conform to the input statistics.

schema A Schema protocol buffer.
statistics A DatasetFeatureStatisticsList protocol buffer. Schema inference is currently supported only for lists with a single DatasetFeatureStatistics proto or lists with multiple DatasetFeatureStatistics protos corresponding to data slices that include the default slice (i.e., the slice with all examples). If a list with multiple DatasetFeatureStatistics protos is used, this function will update the schema to conform to the statistics corresponding to the default slice.
infer_feature_shape DEPRECATED, do not use. If a feature specifies a shape, the shape will always be validated. If the feature does not specify a shape, this function will not try inferring a shape from the given statistics.
max_string_domain_size Maximum size of the domain of a string feature in order to be interpreted as a categorical feature.

A Schema protocol buffer.

TypeError If the input argument is not of the expected type.
ValueError If the input statistics proto contains multiple datasets, none of which corresponds to the default slice.