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Module: tfx.orchestration.kubeflow.base_component

Kubeflow Pipelines based implementation of TFX components.

These components are lightweight wrappers around the KFP DSL's ContainerOp, and ensure that the container gets called with the right set of input arguments. It also ensures that each component exports named output attributes that are consistent with those provided by the native TFX components, thus ensuring that both types of pipeline definitions are compatible. Note: This requires Kubeflow Pipelines SDK to be installed.


class BaseComponent: Base component for all Kubeflow pipelines TFX components.