gopy VS mypyc

Compare gopy vs mypyc and see what are their differences.

gopy

gopy generates a CPython extension module from a go package. (by go-python)

mypyc

Compile type annotated Python to fast C extensions (by mypyc)
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gopy mypyc
5 25
1,912 1,667
2.6% 0.0%
7.4 0.0
about 1 month ago about 1 year ago
Go
BSD 3-clause "New" or "Revised" License -
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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gopy

Posts with mentions or reviews of gopy. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-29.

mypyc

Posts with mentions or reviews of mypyc. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-21.
  • Making use of type hints
    1 project | /r/learnpython | 10 Dec 2023
  • Writing Python like it's Rust
    10 projects | news.ycombinator.com | 21 May 2023
    That would be interesting! You might already be aware. But there's mypyc[0], which is an AOT compiler for Python code with type hints (that, IIRC, mypy uses to compile itself into a native extension).

    Wanted to give you a head-start on the lit-review for your students I guess :)

    [0] https://github.com/mypyc/mypyc

  • The different uses of Python type hints
    6 projects | news.ycombinator.com | 15 Apr 2023
    https://github.com/mypyc/mypyc

    > Mypyc compiles Python modules to C extensions. It uses standard Python type hints to generate fast code. Mypyc uses mypy to perform type checking and type inference.

    > Mypyc can compile anything from one module to an entire codebase. The mypy project has been using mypyc to compile mypy since 2019, giving it a 4x performance boost over regular Python.

    I have not experience a 4x boost, rather between 1.5x and 2x. I guess it depends on the code.

  • The Python Paradox
    7 projects | news.ycombinator.com | 26 Jan 2023
    Funny how emergence works with tools. Give a language too few tools but viral circumstances - the ecosystem diverges (Lisps, Javascript). Give it too long an iteration time but killer guarantees, you end up with committees. Python not falling into either of these traps should be understood as nothing short of magic in emergence.

    I only recently discovered that python's reference typechecker, mypy, has a small side project for typed python to emit C [1], written entirely in python. Nowadays with python's rich specializer ecosystem (LLVM, CUDA, and just generally vectorized math), the value of writing a small program in anything else diminishes quickly.

    Imagine reading the C++wg release notes in the same mood that you would the python release notes.

    [1] https://github.com/mypyc/mypyc

  • Codon: A high-performance Python compiler
    12 projects | news.ycombinator.com | 8 Dec 2022
    > Note that the mypyc issue tracker lives in this repository! Please don't file mypyc issues in the mypy issue tracker.

    See https://github.com/mypyc/mypyc/blob/master/show_me_the_code....

  • ELI5: Can’t one write a compiler for Python and make everything go brrrr?
    1 project | /r/Python | 3 Nov 2022
    And mypyc https://github.com/mypyc/mypyc
  • Is it time for Python to have a statically-typed, compiled, fast superset?
    3 projects | /r/Python | 29 Sep 2022
    More recent approaches include mypyc which is (on the tin) quite close to what you describe, and taichi that lives in between.
  • Pholyglot version 0.0.0 (PHP to PHP+C polyglot transpiler)
    1 project | /r/PHP | 1 Sep 2022
    Have you encountered mypyc?
  • Python 3.11 is 25% faster than 3.10 on average
    13 projects | news.ycombinator.com | 6 Jul 2022
    https://github.com/mypyc/mypyc

    > Mypyc compiles Python modules to C extensions. It uses standard Python type hints to generate fast code. Mypyc uses mypy to perform type checking and type inference.

  • Comparing implementations of the Monkey language VIII: The Spectacular Interpreted Special (Ruby, Python and Lua)
    2 projects | /r/Python | 4 Jun 2022
    Regarding the large execution time mentioned in your article, I discovered (mypyc)[https://github.com/mypyc/mypyc] on this subreddit in a post from the black formatter team https://www.reddit.com/r/Python/comments/v2009i/im_that_person_who_got_black_compiled_with_mypyc/?utm_medium=android_app&utm_source=share

What are some alternatives?

When comparing gopy and mypyc you can also consider the following projects:

PySCIPOpt - Python interface for the SCIP Optimization Suite

Cython - The most widely used Python to C compiler

Pulumi - Pulumi - Infrastructure as Code in any programming language πŸš€

mypy - Optional static typing for Python

prisma-engines - πŸš‚ Engine components of Prisma ORM

beartype - Unbearably fast near-real-time hybrid runtime-static type-checking in pure Python.

poly-match - Source for the "Making Python 100x faster with less than 100 lines of Rust" blog post

CPython - The Python programming language

cpy3 - Go bindings to the CPython-3 API

pex - A tool for generating .pex (Python EXecutable) files, lock files and venvs.

PythonCall.jl - Python and Julia in harmony.

pyccel - Python extension language using accelerators

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