maturin
rust-cpython
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maturin | rust-cpython | |
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37 | 15 | |
3,156 | 1,797 | |
6.5% | - | |
9.4 | 2.3 | |
6 days ago | 6 months ago | |
Rust | Rust | |
Apache License 2.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
maturin
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In Rust for Python: A Match from Heaven
This story unfolds as a captivating journey where the agile Flounder, representing the Python programming language, navigates the vast seas of coding under the wise guidance of Sebastian, symbolizing Rust. Central to their adventure are three powerful tridents: cargo, PyO3, and maturin.
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Feedback from calling Rust from Python
-- Maturin on GitHub
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Some Reasons to Avoid Cython
My new favorite way to write very fast libraries for Python is to just use Rust and Maturin:
https://github.com/PyO3/maturin
It basically automates everything for you. If you use it with Github actions, it will compile wheels for you on each release for every platform and python version you want, and even upload them to PyPi (pip) for you. Everything feels very modern and well thought out. People really care about good tooling in the Rust world.
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Which programming language to focus on for my PhD journey in bioinformatics?
Python first, you will be able to experiment quickly with the notebooks. Then maybe write (or rewrite) some modules in Rust that you can expose as python modules, with py03 and maturin. Feel free to publish useful packages on both crates.io and pypi.org, so you can contribute to Python and Rust ecosystems.
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python to rust migration
Now if you really want to use Rust, you can rewrite only the part that are slowing down your consumer. It's easy by using Py03 and maturin. Maybe also rayon to parallelize.
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Blog Post: Making Python 100x faster with less than 100 lines of Rust
In this case, PyO3/maturin does all the setup and getting the module into Python. They also have docs going into a lot more depth on this.
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Is Rust faster than Python out of the box
Lastly if you're willing to introduce Rust, I'd consider a gradual approach using native libraries built in rust with PYO3. Check the maturin guide that helps you to streamline the build process of native libraries : https://github.com/PyO3/maturin . From there you could try to find hotspots in your python app and replace those with a native implementation.
- sccache now supports GHA as backend
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Show HN: Python library for embedding large graphs (Written in Rust)
I like how this is a Rust project without any Python, that publishes a package to PyPI.
It uses Maturin (https://github.com/PyO3/maturin) for this, which I've never heard of but sounds really useful.
- Carefully exploring Rust as a Python developer
rust-cpython
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How does Rust Python ffi work?
I've never used pyo3, just cpython, but the latter at least let me do things like:
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Hey, i begin my journey into Rust !
For interoperating with Python, check out PyO3 or rust-cpython. (More generally, see Rust Interop and Are We Extending Yet?)
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Should I learn Rust coming from Python?
You probably should learn Rust. Aside from the process of learning new and different languages making you a better programmer, rust-cpython, PyO3, or Interoptopus make it easy to expose Python APIs from your Rust code. (eg. So it's easy to compile the same codebase as both a Python module and a WebAssembly module.)
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What do you NOT like about Rust?
Have you looked into abi_stable, flapigen, interoptopus, cbindgen, PyO3, or rust-cpython?
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Strengths and applications of Rust
Personally, I'm not willing to compromise on my GUI look and feel, so I use PyQt or PySide to write my GUIs against the QWidget API (I'm a KDE user and Python is the only language with mature memory-safe bindings to Qt) and, if the project can be structured with a frontend-backend separation, I use rust-cpython or PyO3 to write a backend in Rust that the Python frontend can import. Sort of using Python/Rust as a QWidget analogue to the QML/C++ architecture promoted for Qt Quick. (Which I don't use because it's still too incomplete on Kubuntu 20.04 LTS.)
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From Python to Rust, should I?
also, check out rust-cpython, PyO3, and maturin, among other things. They're really nice options for using Rust for its strengths and Python for its strengths within the same project.
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How we built our Python Client that's mostly Rust
This section uses flapigen to expand the foreign_class macro into many cpython functions as an extension module, and cargo compiles it as a cdylib. If you want to see what that looks like, install cargo-expand and run cargo expand. You'll get a lot of generated rust code.
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How do i go about building a vidoe conferencing app?
For Python specifically, In addition to using rust-cpython or PyO3, maturin makes it really comfortable to build, package, and publish Rust code into Python packages and, if your niche doesn't quite fit, there's setuptools-python which might do it.
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Does rust have function works like eval?
hlua or rlua are what you want for Lua, rust-cpython or PyO3 for Python, rutie for Ruby, and possibly deno_core for JavaScript.
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Python extensions in Rust
I've done it using cpython and pyo3 for performance in scientific computing. Compared to C++ I found using Rust got rid of most debugging across the FFI boundary. Eliminating memory errors and providing clear compilation errors when multithreading made more a difference for me than type safety, though it's not unrelated.
What are some alternatives?
PyO3 - Rust bindings for the Python interpreter
Poetry - Python packaging and dependency management made easy
setuptools-rust - Setuptools plugin for Rust support
termux-packaging - Termux packaging tools.
lxml - The lxml XML toolkit for Python
rustpy - Rust + Python = ????
PyOxidizer - A modern Python application packaging and distribution tool
Rustup - The Rust toolchain installer
rust-numpy - PyO3-based Rust bindings of the NumPy C-API
pybind11 - Seamless operability between C++11 and Python
crate-deps
milksnake - A setuptools/wheel/cffi extension to embed a binary data in wheels