fugue

Fugue is a unified interface for distributed computing that lets users execute Python, Pandas, and SQL code on Spark, Dask, and Ray with minimal rewrites.

Features

Parallelizing or scaling existing Python and Pandas code by bringing it to Spark, Dask, or Ray with minimal rewrites
Documentation available
Using FugueSQL to define end-to-end workflows on top of Pandas, Spark, and Dask DataFrames. FugueSQL is an enhanced SQL interface that can invoke Python code
The Fugue API is a collection of functions that are capable of running on Pandas, Spark, Dask, and Ray
Examples available
FugueSQL is a SQL-based language capable of expressing end-to-end data workflows on top of Pandas, Spark, and Dask

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License

Apache License V2.0

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Machine Learning Software

Registered

2024-08-12

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