ideas VS nogil

Compare ideas vs nogil and see what are their differences.

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ideas nogil
81 31
1,647 2,853
1.0% -
7.3 5.7
about 2 months ago 2 months ago
Python
- GNU General Public License v3.0 or later
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.

ideas

Posts with mentions or reviews of ideas. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-11.

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/

What are some alternatives?

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

Nuitka - Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.4, 3.5, 3.6, 3.7, 3.8, 3.9, 3.10, and 3.11. You feed it your Python app, it does a lot of clever things, and spits out an executable or extension module.

hpy - HPy: a better API for Python

faster-cpython - How to make CPython faster.

mypyc - Compile type annotated Python to fast C extensions

Pyjion - Pyjion - A JIT for Python based upon CoreCLR

numpy - The fundamental package for scientific computing with Python.

pyenv-virtualenv - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv)

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

jnumpy - Writing Python C extensions in Julia within 5 minutes.

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

cinder - Cinder is Meta's internal performance-oriented production version of CPython.

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