# 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-process settings.
## Installation
Sail is available as a Python package on PyPI. You can install it using `pip`.
```bash
pip install 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.
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