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

Project Samples

fugue Screenshot 1

Project Activity

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Categories

Machine Learning

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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