graph-force
maturin
| graph-force | maturin | |
|---|---|---|
| 3 | 39 | |
| 165 | 3,666 | |
| - | 3.2% | |
| 4.1 | 9.3 | |
| almost 2 years ago | 4 days ago | |
| Rust | Rust | |
| - | Apache License 2.0 |
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.
graph-force
-
Hacker News top posts: Nov 29, 2022
Show HN: Python library for embedding large graphs\ (11 comments)
- Python library for embedding large graphs (Written in Rust)
- Show HN: Python library for embedding large graphs (Written in Rust)
maturin
- Advanced Python: Achieving High Performance with Code Generation
-
Accepting Bitcoin payments with Python, Rust and PyO3
Before we can write a single line of code, we need to figure out a way to build our module, and for that we’ll use Maturin, which is a tool that allows us to build (and publish) Rust-based Python packages. Maturin also includes a useful boilerplate generation sub-command that will create everything we need to compile Rust code into a Python module.
-
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.
-
Feedback from calling Rust from Python
-- Maturin on GitHub
-
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.
-
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.
-
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.
-
Ask HN: Is it worth it for me to learn Go or Rust as a Data Engineer?
It's relatively easy to extend Python with project like Py03[0] and Maturin[1]. Polars[2] is the perfect example of that.
It's not easy to push coworkers/companies to use an unfamiliar language. Rust isn't fast to learn. You need very good arguments and a good usecase to make it works.
I doubt that learning Rust will help you more that learning more about the data engineers tools, so this isn't really "worth" your time.
[0] -- https://pyo3.rs/v0.18.3/
[1] -- https://github.com/PyO3/maturin
[2] -- https://www.pola.rs/
- Rust CLI app installable via PIP?
-
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.
What are some alternatives?
petgraph - Graph data structure library for Rust.
Poetry - Python packaging and dependency management made easy
python-third-party-imports - A Python CLI tool (Written in Rust) that finds all third-party packages imported into your Python project
setuptools-rust - Setuptools plugin for Rust support
wikipedia-graph - Graph/network interface to Wikipedia.
termux-packaging - Termux packaging tools.
tangram - Tangram is an all-in-one automated machine learning framework. [Moved to: https://github.com/tangramdotdev/tangram]
PyOxidizer - A modern Python application packaging and distribution tool
jupyterlite - Wasm powered Jupyter running in the browser 💡
rust-numpy - PyO3-based Rust bindings of the NumPy C-API
jsonhero-web - JSON Hero is an open-source, beautiful JSON explorer for the web that lets you browse, search and navigate your JSON files at speed. 🚀. Built with 💜 by the Trigger.dev team.
pybind11 - Seamless operability between C++11 and Python