TFX - Abstraction between model and TFX

Issues

• When developing model using python script or notebook and want to integrate with TFX, I found that TFX template (taxi) is make developer hard to interchangeable between TFX training code and Python training code

  Goals

• Make "Model to TFX" process easier for update
• Make TFX training model script and Python/Jupyter notebook training script interchangeable

  Ideas

• Design abstraction layer to separate between TFX area and Python Model area
• Try to use dependency injection instead global variable import

Notes

• However i didn't try this idea yet.