fugue (conda): Fugue is a unified interface for distributed computing that lets  users execute Python, pandas, and SQL code on Spark and Dask  without rewrites. It is meant for data scientists/analysts who want  to focus on defining logic rather than worrying about execution. It  is also suitable for SQL users wanting to use SQL to define  end-to-end workflows in pandas, Spark, and Dask. Data scientists  using pandas wanting to take advantage of Spark or Dask with  minimal effort, as well as big data practitioners finding testing  code to be costly and slow would also find Fugue useful.
Keywords: dask|data-practitioners|distributed|distributed-computing|distributed-systems|machine-learning|pandas|spark|sql