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