tfx.components.example_validator.executor.Executor

TensorFlow ExampleValidator component executor.

Inherits From: BaseExecutor

tfx.components.example_validator.executor.Executor(
    context: Optional[tfx.components.base.base_executor.BaseExecutor.Context] = None
)

Child Classes

class Context

Methods

Do

View source

Do(
    input_dict: Dict[Text, List[tfx.types.Artifact]],
    output_dict: Dict[Text, List[tfx.types.Artifact]],
    exec_properties: Dict[Text, Any]
) -> None

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: stats: A list of type standard_artifacts.ExampleStatistics generated by StatisticsGen. schema: A list of type standard_artifacts.Schema which should contain a single schema artifact.
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