This proof of concept is a partial rewrite of Dask Dataframe to provide high level expressions. These capture original user intent, allowing better understanding and optimization.
Install with ...
pip install -e .
You should then be able to run tests
py.test dask_expr
There is then a small demonstration notebook
jupyter lab demo.ipynb