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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.

Tutorials

The best way to get started with Fugue is to work through the 10 minute tutorials:

• Fugue in 10 minutes
• FugueSQL in 10 minutes

Running Tutorials Interactively

Using Binder

Note it runs slow on binder because the machine on binder isn't powerful enough for a distributed framework such as Spark. Parallel executions can become sequential, so some of the performance comparison examples will not give you the correct numbers.

Using Docker

Alternatively, you should get decent performance by running this Docker image on your own machine:

docker run -p 8888:8888 fugueproject/tutorials:latest

Community

Feel free to message us on Slack