nogil VS RustPython

Compare nogil vs RustPython and see what are their differences.

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nogil RustPython
31 96
2,854 17,649
- 1.3%
5.7 9.6
2 months ago 2 days ago
Python Rust
GNU General Public License v3.0 or later MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.

nogil

Posts with mentions or reviews of nogil. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-06-15.
  • Proof-of-Concept Multithreaded Python Without the GIL
    1 project | news.ycombinator.com | 2 Feb 2024
  • Our Plan for Python 3.13
    10 projects | news.ycombinator.com | 15 Jun 2023
    This might be a dumb question, but why would removing the GIL break FFI? Is it just that existing no-GIL implementations/proposals have discarded/ignored it, or is there a fundamental requirement, e.g. C programs unavoidably interact directly with the GIL? I know that the C-API is only stable between minor releases [0] compiled in the same manner [1], so it's not like the ecosystem is dependent upon it never changing.

    I cannot seem to find much discussion about this. I have found a no-GIL interpreter that works with numpy, scikit, etc. [2][3] so it doesn't seem to be a hard limit. (That said, it was not stated if that particular no-GIL implementation requires specially built versions of C-API libs or if it's a drop-in replacement.)

    [0]: https://docs.python.org/3/c-api/stable.html#c-api-stability

    [1]: https://docs.python.org/3/c-api/stable.html#platform-conside...

    [2]: https://github.com/colesbury/nogil

    [3]: https://discuss.python.org/t/pep-703-making-the-global-inter...

  • Real Multithreading Is Coming to Python
    3 projects | news.ycombinator.com | 15 May 2023
    https://github.com/colesbury/nogil does manage to get rid of the GIL, but it's not certain to make it into Python core. The main problem is the amount of existing libraries that depend on the existence of the GIL without realizing it - breaking those would be extremely disruptive.
  • [D] The hype around Mojo lang
    2 projects | /r/MachineLearning | 5 May 2023
    CPython is also investigating the removal of the GIL (PEP703, nogil). I think requiring the GIL is a wider thing that libraries will need to address anyway. But also, for the same reason as above I'd be surprised if the Modular team thought that saying "you can run all your python code unchanged" was a good idea if there was a secret "except for code that uses numpy" muttered under the breath.
  • PEP 684 was accepted – Per-interpreter GIL in Python 3.12
    2 projects | news.ycombinator.com | 8 Apr 2023
  • PEP 703 – Making the Global Interpreter Lock Optional in CPython
    1 project | /r/Python | 10 Jan 2023
  • Python 3.11.0 final is now available
    11 projects | news.ycombinator.com | 25 Oct 2022
    I'm worried about the speedup

    My understanding is that it's based on the most recent attempt to remove the GIL by Sam Gross

    https://github.com/colesbury/nogil

    In addition to some ways to try to not have nogil have as much overhead he added a lot of unrelated speed improvements so that python without the gil would still be faster not slower in single thread mode. They seem to have merged those performance patches first that means if they add his Gil removal patches in say python 3.12 it will still be substantially slower then 3.11 although faster then 3.10. I hope that doesn't stop them from removing the gil (at least by default)

  • Removed the GIL back in 1996 from Python 1.4, primarily to create a re-entrant Python interpreter.
    1 project | /r/programming | 21 Sep 2022
  • I Tried Removing Python's GIL Back in 1996
    1 project | news.ycombinator.com | 19 Sep 2022
  • Faster CPython 3.12 Plan
    5 projects | news.ycombinator.com | 19 Sep 2022
    Looks like it's still active to me:

    https://github.com/colesbury/nogil/

RustPython

Posts with mentions or reviews of RustPython. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-05.
  • Encapsulation in Rust and Python
    4 projects | dev.to | 5 Apr 2024
    Integrating Rust into Python, Edward Wright, 2021-04-12 Examples for making rustpython run actual python code Calling Rust from Python using PyO3 Writing Python inside your Rust code — Part 1, 2020-04-17 RustPython, RustPython Rust for Python developers: Using Rust to optimize your Python code PyO3 (Rust bindings for Python) Musing About Pythonic Design Patterns In Rust, Teddy Rendahl, 2023-07-14
  • FLaNK Stack Weekly 12 February 2024
    52 projects | dev.to | 12 Feb 2024
  • RustPython
    14 projects | news.ycombinator.com | 7 Feb 2024
    No.

    …and this one is no exception -> https://github.com/RustPython/RustPython/issues/1940

    Packages that rely on c dependencies like numpy, etc. only work if you write a custom implementation by hand; the “normal” package flat out doesn’t (and cannot) work.

  • Show HN: RustPython for BeOS with W2c2
    1 project | news.ycombinator.com | 4 Feb 2024
  • Rust is replacing C as the Python back end
    1 project | news.ycombinator.com | 25 Jan 2024
    The title would be accurate if this project (https://rustpython.github.io/) was becoming the official version of Python.
  • RustPython: An open source Python 3 interpreter written in Rust
    1 project | news.ycombinator.com | 25 Jan 2024
  • Rewrite Sympy in rust
    2 projects | /r/rust | 11 Nov 2023
    If you absolutely need something comparable to Sympy, then one option might be to figure out how to best call Sympy from Rust. e.g. - RustPython, although it seems like Sympy isn't supported yet - Pyodide, and figuring out how to run it outside of a web browser. Probably also not very easy. - PyPy, and having a pretty simple Python binary for every platform - ...
  • Our Plan for Python 3.13
    10 projects | news.ycombinator.com | 15 Jun 2023
    I'm actually rooting for RustPython to reach a level of maturity that we'd just be able to ship apis and stuff with it.... https://github.com/RustPython/RustPython
  • Python 11
    2 projects | /r/xonsh | 24 Mar 2023
    Good question and it also actual for: python 3.12, RustPython and xonsh binary.
  • This Week In Python
    5 projects | dev.to | 10 Mar 2023
    RustPython – A Python Interpreter written in Rust

What are some alternatives?

When comparing nogil and RustPython you can also consider the following projects:

hpy - HPy: a better API for Python

CPython - The Python programming language

mypyc - Compile type annotated Python to fast C extensions

pyodide - Pyodide is a Python distribution for the browser and Node.js based on WebAssembly

numpy - The fundamental package for scientific computing with Python.

tauri - Build smaller, faster, and more secure desktop applications with a web frontend.

Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration

rust-numpy - PyO3-based Rust bindings of the NumPy C-API

python-feedstock - A conda-smithy repository for python.

PyO3 - Rust bindings for the Python interpreter

sbcl - Mirror of Steel Bank Common Lisp (SBCL)'s official repository

Rhai - Rhai - An embedded scripting language for Rust.