The mission of Sail is to unify stream processing, batch processing, and compute-intensive (AI) workloads. Currently, Sail features a drop-in replacement for Spark SQL and the Spark DataFrame API in single-process settings.
Sail is available as a Python package on PyPI. You can install it using pip.
pip install pysailYou can follow the Getting Started guide to learn more about Sail.
The documentation of the latest Sail version can be found here.
Contributions are more than welcome!
Please submit GitHub issues for bug reports and feature requests.
Feel free to create a pull request if you would like to make a code change. You can refer to the development guide to get started.
Check out our blog post, Supercharge Spark: Quadruple Speed, Cut Costs by 94%, for detailed benchmark results.
See the Support Options Page for more information.