Data Flow Frameworks (DFFs) have become a powerful tool for orchestrating complex data pipelines. DFFs provide a systematic approach to define, run and track the flow of data through multiple stages. At the heart of a DFF is a defined representation of data transformations and dependencies. This allows developers to construct robust and scalable da