tfdv.GenerateStatistics | TFX | TensorFlow (original) (raw)

tfdv.GenerateStatistics

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API for generating data statistics.

tfdv.GenerateStatistics(
    options: tfdv.StatsOptions = stats_options.StatsOptions()
) -> None

Example:

  with beam.Pipeline(runner=...) as p:
    _ = (p
         | 'ReadData' >> tfx_bsl.public.tfxio.TFExampleRecord(data_location)
             .BeamSource()
         | 'GenerateStatistics' >> GenerateStatistics()
         | 'WriteStatsOutput' >> tfdv.WriteStatisticsToTFRecord(output_path))

Args
options	tfdv.StatsOptions for generating data statistics.

Raises
TypeError	If options is not of the expected type.

Class Variables
pipeline	None

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Last updated 2024-10-18 UTC.