tfx.components.example_validator.executor.Executor

TensorFlow ExampleValidator component executor.

Inherits From: BaseExecutor

Child Classes

class Context

Methods

Do

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TensorFlow ExampleValidator executor entrypoint.

This validates the statistics on the 'eval' split against the schema.

Args
input_dict Input dict from input key to a list of artifacts, including:

output_dict Output dict from key to a list of artifacts, including:
  • output: A list of 'ExampleValidationPath' artifact of size one. It will include a single pbtxt file which contains all anomalies found.
  • exec_properties A dict of execution properties.
  • exclude_splits: JSON-serialized list of names of splits that the example validator should not validate.
  • Returns
    None