tfx.components.infra_validator.executor.Executor

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TFX infra validator executor.

Inherits From: BaseExecutor

tfx.components.infra_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

Contract for running InfraValidator Executor.

Args
input_dict

  • model: Single Model artifact that we're validating.
  • examples: Examples artifacts to be used for test requests.
output_dict
  • blessing: Single InfraBlessing artifact containing the validated result. It is an empty file with the name either of INFRA_BLESSED or INFRA_NOT_BLESSED.
    • exec_properties
  • serving_spec: Serialized ServingSpec configuration.
  • validation_spec: Serialized ValidationSpec configuration.
  • request_spec: Serialized RequestSpec configuration.