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Module: tft_beam

Module level imports for tensorflow_transform.beam.

Modules

analyzer_cache module: Module which allows a pipeilne to define and utilize cached analyzers.

info_theory module: Utilities for information-theoretic preprocessing algorithms.

Classes

class AnalyzeAndTransformDataset: Combination of AnalyzeDataset and TransformDataset.

class AnalyzeDataset: Takes a preprocessing_fn and computes the relevant statistics.

class AnalyzeDatasetWithCache: Takes a preprocessing_fn and computes the relevant statistics.

class Context: Context manager for tensorflow-transform.

class ReadTransformFn: Reads a TransformFn written by WriteTransformFn.

class TransformDataset: Applies the transformation computed by transforming a Dataset.

class WriteMetadata: A PTransform to write Metadata to disk.

class WriteTransformFn: Writes a TransformFn to disk.