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# PyO3
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[![benchmark ](https://github.com/PyO3/pyo3/actions/workflows/bench.yml/badge.svg )](https://pyo3.rs/dev/bench/)
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[![codecov ](https://codecov.io/gh/PyO3/pyo3/branch/main/graph/badge.svg )](https://codecov.io/gh/PyO3/pyo3)
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[![crates.io ](https://meritbadge.herokuapp.com/pyo3 )](https://crates.io/crates/pyo3)
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[![minimum rustc 1.41 ](https://img.shields.io/badge/rustc-1.41+-blue.svg )](https://rust-lang.github.io/rfcs/2495-min-rust-version.html)
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[![dev chat ](https://img.shields.io/gitter/room/nwjs/nw.js.svg )](https://gitter.im/PyO3/Lobby)
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[![contributing notes ](https://img.shields.io/badge/contribute-on%20github-Green )](https://github.com/PyO3/pyo3/blob/main/Contributing.md)
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[Rust ](http://www.rust-lang.org/ ) bindings for [Python ](https://www.python.org/ ), including tools for creating native Python extension modules. Running and interacting with Python code from a Rust binary is also supported.
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* User Guide: [stable ](https://pyo3.rs ) | [main ](https://pyo3.rs/main )
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* API Documentation: [stable ](https://docs.rs/pyo3/ ) | [main ](https://pyo3.rs/main/doc )
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## Usage
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PyO3 supports Python 3.6 and up. The minimum required Rust version is 1.41.
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PyPy is also supported. Some minor features are unavailable on PyPy - please refer to the [pypy section in the guide ](https://pyo3.rs/main/building_and_distribution/pypy.html ) for more information.
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You can either write a native Python module in Rust, or use Python from a Rust binary.
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However, on some OSs, you need some additional packages. E.g. if you are on *Ubuntu 18.04* , please run
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```bash
sudo apt install python3-dev python-dev
```
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## Using Rust from Python
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PyO3 can be used to generate a native Python module.
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**`Cargo.toml`**
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```toml
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[package]
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name = "string-sum"
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version = "0.1.0"
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edition = "2018"
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[lib]
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name = "string_sum"
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# "cdylib" is necessary to produce a shared library for Python to import from.
#
# Downstream Rust code (including code in `bin/`, `examples/`, and `tests/`) will not be able
# to `use string_sum;` unless the "rlib" or "lib" crate type is also included, e.g.:
# crate-type = ["cdylib", "rlib"]
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crate-type = ["cdylib"]
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[dependencies.pyo3]
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version = "0.13.2"
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features = ["extension-module"]
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```
**`src/lib.rs`**
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```rust
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use pyo3::prelude::*;
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/// Formats the sum of two numbers as string.
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#[pyfunction]
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fn sum_as_string(a: usize, b: usize) -> PyResult< String > {
Ok((a + b).to_string())
}
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/// A Python module implemented in Rust.
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#[pymodule]
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fn string_sum(py: Python, m: & PyModule) -> PyResult< ()> {
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m.add_function(wrap_pyfunction!(sum_as_string, m)?)?;
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Ok(())
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}
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```
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While developing, you can symlink (or copy) and rename the shared library from the target folder: On MacOS, rename `libstring_sum.dylib` to `string_sum.so` , on Windows `libstring_sum.dll` to `string_sum.pyd` , and on Linux `libstring_sum.so` to `string_sum.so` . Then open a Python shell in the same folder and you'll be able to `import string_sum` .
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To build, test and publish your crate as a Python module, you can use [maturin ](https://github.com/PyO3/maturin ) or [setuptools-rust ](https://github.com/PyO3/setuptools-rust ). You can find an example for setuptools-rust in [examples/word-count ](https://github.com/PyO3/pyo3/tree/main/examples/word-count ), while maturin should work on your crate without any configuration.
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## Using Python from Rust
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If you want your Rust application to create a Python interpreter internally and
use it to run Python code, add `pyo3` to your `Cargo.toml` like this:
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```toml
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[dependencies.pyo3]
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version = "0.13.2"
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features = ["auto-initialize"]
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```
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Example program displaying the value of `sys.version` and the current user name:
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```rust
use pyo3::prelude::*;
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use pyo3::types::IntoPyDict;
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fn main() -> Result< (), ()> {
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Python::with_gil(|py| {
main_(py).map_err(|e| {
// We can't display Python exceptions via std::fmt::Display,
// so print the error here manually.
e.print_and_set_sys_last_vars(py);
})
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})
}
fn main_(py: Python) -> PyResult< ()> {
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let sys = py.import("sys")?;
let version: String = sys.get("version")?.extract()?;
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let locals = [("os", py.import("os")?)].into_py_dict(py);
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let code = "os.getenv('USER') or os.getenv('USERNAME') or 'Unknown'";
let user: String = py.eval(code, None, Some(&locals))?.extract()?;
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println!("Hello {}, I'm Python {}", user, version);
Ok(())
}
```
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Our guide has [a section ](https://pyo3.rs/main/python_from_rust.html ) with lots of examples
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about this topic.
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## Tools and libraries
* [maturin ](https://github.com/PyO3/maturin ) _Zero configuration build tool for Rust-made Python extensions_ .
* [setuptools-rust ](https://github.com/PyO3/setuptools-rust ) _Setuptools plugin for Rust support_ .
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* [pyo3-built ](https://github.com/PyO3/pyo3-built ) _Simple macro to expose metadata obtained with the [`built`](https://crates.io/crates/built) crate as a [`PyDict`](https://docs.rs/pyo3/0.12.0/pyo3/types/struct.PyDict.html)_
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* [rust-numpy ](https://github.com/PyO3/rust-numpy ) _Rust binding of NumPy C-API_
* [dict-derive ](https://github.com/gperinazzo/dict-derive ) _Derive FromPyObject to automatically transform Python dicts into Rust structs_
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* [pyo3-log ](https://github.com/vorner/pyo3-log ) _Bridge from Rust to Python logging_
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* [pythonize ](https://github.com/davidhewitt/pythonize ) _Serde serializer for converting Rust objects to JSON-compatible Python objects_
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* [pyo3-asyncio ](https://github.com/awestlake87/pyo3-asyncio ) Utilities for working with Python's Asyncio library and async functions
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## Examples
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* [hyperjson ](https://github.com/mre/hyperjson ) _A hyper-fast Python module for reading/writing JSON data using Rust's serde-json_
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* [html-py-ever ](https://github.com/PyO3/setuptools-rust/tree/main/examples/html-py-ever ) _Using [html5ever](https://github.com/servo/html5ever) through [kuchiki](https://github.com/kuchiki-rs/kuchiki) to speed up html parsing and css-selecting._
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* [point-process ](https://github.com/ManifoldFR/point-process-rust/tree/master/pylib ) _High level API for pointprocesses as a Python library_
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* [autopy ](https://github.com/autopilot-rs/autopy ) _A simple, cross-platform GUI automation library for Python and Rust._
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* Contains an example of building wheels on TravisCI and appveyor using [cibuildwheel ](https://github.com/joerick/cibuildwheel )
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* [orjson ](https://github.com/ijl/orjson ) _Fast Python JSON library_
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* [inline-python ](https://github.com/dronesforwork/inline-python ) _Inline Python code directly in your Rust code_
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* [Rogue-Gym ](https://github.com/kngwyu/rogue-gym ) _Customizable rogue-like game for AI experiments_
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* Contains an example of building wheels on Azure Pipelines
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* [fastuuid ](https://github.com/thedrow/fastuuid/ ) _Python bindings to Rust's UUID library_
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* [wasmer-python ](https://github.com/wasmerio/wasmer-python ) _Python library to run WebAssembly binaries_
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* [mocpy ](https://github.com/cds-astro/mocpy ) _Astronomical Python library offering data structures for describing any arbitrary coverage regions on the unit sphere_
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* [tokenizers ](https://github.com/huggingface/tokenizers/tree/master/bindings/python ) _Python bindings to the Hugging Face tokenizers (NLP) written in Rust_
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* [pyre ](https://github.com/Project-Dream-Weaver/Pyre ) _Fast Python HTTP server written in Rust_
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* [jsonschema-rs ](https://github.com/Stranger6667/jsonschema-rs/tree/master/bindings/python ) _Fast JSON Schema validation library_
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* [css-inline ](https://github.com/Stranger6667/css-inline/tree/master/bindings/python ) _CSS inlining for Python implemented in Rust_
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* [cryptography ](https://github.com/pyca/cryptography/tree/main/src/rust ) _Python cryptography library with some functionality in Rust_
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* [polaroid ](https://github.com/daggy1234/polaroid ) _Hyper Fast and safe image manipulation library for Python written in Rust_
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* [ormsgpack ](https://github.com/aviramha/ormsgpack ) _Fast Python msgpack library_
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## Contributing
Everyone is welcomed to contribute to PyO3! There are many ways to support the project, such as:
- help PyO3 users with issues on Github and Gitter
- improve documentation
- write features and bugfixes
- publish blogs and examples of how to use PyO3
Our [contributing notes ](https://github.com/PyO3/pyo3/blob/main/Contributing.md ) and [architecture guide ](https://github.com/PyO3/pyo3/blob/master/Architecture.md ) have more resources if you wish to volunteer time for PyO3 and are searching where to start.
If you don't have time to contribute yourself but still wish to support the project's future success, some of our maintainers have Github sponsorship pages:
* [davidhewitt ](https://github.com/sponsors/davidhewitt )
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## License
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PyO3 is licensed under the [Apache-2.0 license ](http://opensource.org/licenses/APACHE-2.0 ).
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Python is licensed under the [Python License ](https://docs.python.org/2/license.html ).