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Module: tfx.components.util.tfxio_utils

TFXIO (standardized TFX inputs) related utilities.

Functions

get_data_view_decode_fn_from_artifact(...): Returns the decode function wrapped in the examples' Data View.

get_record_batch_factory_from_artifact(...): Returns a factory function that creates Iterator[pa.RecordBatch].

get_tf_dataset_factory_from_artifact(...): Returns a factory function that creates a tf.data.Dataset.

get_tfxio_factory_from_artifact(...): Returns a factory function that creates a proper TFXIO.

make_tfxio(...): Creates a TFXIO instance that reads file_pattern.

resolve_payload_format_and_data_view_uri(...): Resolves the payload format and a DataView URI for given artifacts.

Type Aliases

OneOrMorePatterns: The central part of internal API.