This accompanies the blog post on decoupling IO from transformation: https://blog.dagworks.io/p/separate-data-io-from-transformation. To get started, you can run:
pip install -r requirements.txt python run.py --help Usage: run.py [OPTIONS] COMMAND [ARGS]... Options: --help Show this message and exit. Commands: run visualize
Then you can pass it a stage and mess with the code.
You'll find sample data in data/, and the actual hamilton functions in components