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tfx.components.example_validator.executor.Executor

View source on GitHub

TensorFlow ExampleValidator component executor.

Inherits From: BaseExecutor

tfx.components.example_validator.executor.Executor(
    context=None
)

Child Classes

class Context

Methods

Do

View source

Do(
    input_dict, output_dict, exec_properties
)

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. Not used yet.

Returns:

None