# Sail
[](https://github.com/lakehq/sail/actions)
[](https://pypi.org/project/pysail/)
[](https://pypi.org/project/pysail/)
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-host settings.
## Installation
Sail is available as a Python package on PyPI. You can install it using `pip`.
```bash
# Quick install
pip install pysail
```
```bash
# Install from source for best performance
# rustup (https://rustup.rs/) and protoc are required
env RUSTFLAGS="-C target-cpu=native" pip install pysail -v --no-binary pysail
```
You can follow the [Getting Started](https://docs.lakesail.com/sail/latest/guide/getting-started/) guide to learn more about Sail.
## Documentation
The documentation of the latest Sail version can be found [here](https://docs.lakesail.com/sail/latest/).
## Contributing
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](https://docs.lakesail.com/sail/main/development/) to get started.
## Sail vs. Spark Benchmark
Check out our blog post, [Supercharge Spark: Quadruple Speed, Cut Costs by 94%](https://lakesail.com/blog/supercharge-spark/), for detailed benchmark results.
## Support
See the [Support Options Page](https://lakesail.com/#support) for more information.
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"description": "# Sail\n\n[](https://github.com/lakehq/sail/actions)\n[](https://pypi.org/project/pysail/)\n[](https://pypi.org/project/pysail/)\n\nThe mission of Sail is to unify stream processing, batch processing, and compute-intensive (AI) workloads.\nCurrently, Sail features a drop-in replacement for Spark SQL and the Spark DataFrame API in single-host settings.\n\n## Installation\n\nSail is available as a Python package on PyPI. You can install it using `pip`.\n\n```bash\n# Quick install\npip install pysail\n```\n\n```bash\n# Install from source for best performance\n# rustup (https://rustup.rs/) and protoc are required\nenv RUSTFLAGS=\"-C target-cpu=native\" pip install pysail -v --no-binary pysail\n```\n\nYou can follow the [Getting Started](https://docs.lakesail.com/sail/latest/guide/getting-started/) guide to learn more about Sail.\n\n## Documentation\n\nThe documentation of the latest Sail version can be found [here](https://docs.lakesail.com/sail/latest/).\n\n## Contributing\n\nContributions are more than welcome!\n\nPlease submit GitHub issues for bug reports and feature requests.\n\nFeel free to create a pull request if you would like to make a code change.\nYou can refer to the [development guide](https://docs.lakesail.com/sail/main/development/) to get started.\n\n## Sail vs. Spark Benchmark\n\nCheck out our blog post, [Supercharge Spark: Quadruple Speed, Cut Costs by 94%](https://lakesail.com/blog/supercharge-spark/), for detailed benchmark results.\n\n## Support\n\nSee the [Support Options Page](https://lakesail.com/#support) for more information.\n\n",
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