maturin
Pipenv
Our great sponsors
maturin | Pipenv | |
---|---|---|
37 | 33 | |
3,156 | 24,536 | |
6.5% | 0.5% | |
9.4 | 9.5 | |
5 days ago | 2 days ago | |
Rust | Python | |
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
Pipenv
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Pipenv VS instld - a user suggested alternative
2 projects | 9 Dec 2023
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Adding Virtual Environments to Git Repo
pipenv solves this by having both kinds of requirement files: Pipfile lists package names and known constraints on which versions can be used, while Pipfile.lock gives specific package versions with hashes. Theoretically the Pipfile (and its lockfile) format were supposed to be a standard that many different tools could use, but I haven't seen it get adopted much outside of pipenv itself, so I'm not sure if it's really going to catch on.
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A not so unfortunate sharp edge in Pipenv
There is an issue from 2019 on the pipenv tracker for this issue: https://github.com/pypa/pipenv/issues/3893
According to the last comment there it should be fixed:
> I don't think this should be an issue in the current 2022.4.8 release because of the requirement to use index restricted packages for locking. Please advise if you think this is still a concern and we can revisit it.
But apparently it is still an issue (assuming the author did use a recent enough pipenv version)
From the article:
> Overall this is pipenv working exactly as it should.
I don't agree, IMO pipenv should just install from the source package and ignore the newer wheel, maybe showing a warning about the new wheel.
I prefer to use https://python-poetry.org/ instead of pipenv, since it has less issues in my experience. But I wonder how it would behave in this situation.
* Tons of longstanding bugs that fail to be resolved in any sort of timely manner like this one: https://github.com/pypa/pipenv/issues/2413
I am sick and tired of the python packaging space pushing this godawful tool for Python. Please just use pip-tools or poetry instead.
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Publish Webhooks From Your FastAPI API With Convoy
ℹ️ You may use a different virtual environment manager like Pipenv or poetry.
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pipenv integration with neovim
Hey lua would you mind looking at this question for me? https://github.com/pypa/pipenv/discussions/5411
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Why and how to use conda?
I’m partial to pipenv but it does depend on pyenv (which works on Windows albeit via WSL, no?)
- 10 Tools I Wish I Knew When I Started Working with Python
- Moving from pipenv to poetry or PDM
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Is Rust really only good for larger-scale projects?
Pipenv helps a lot there. It provides a fairly Cargo-like experience.
What are some alternatives?
Poetry - Python packaging and dependency management made easy
pyenv - Simple Python version management
virtualenv - Virtual Python Environment builder
PDM - A modern Python package and dependency manager supporting the latest PEP standards
pip-tools - A set of tools to keep your pinned Python dependencies fresh.
Pew - A tool to manage multiple virtual environments written in pure python
setuptools-rust - Setuptools plugin for Rust support
rez - An integrated package configuration, build and deployment system for software
termux-packaging - Termux packaging tools.
Autoenv - Directory-based environments.
virtualenvwrapper