Lua
Cython
| Lua | Cython | |
|---|---|---|
| - | 80 | |
| 1,353 | 9,414 | |
| - | 1.4% | |
| 0.0 | 9.8 | |
| almost 11 years ago | 1 day ago | |
| C | Python | |
| MIT License | 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.
Lua
We haven't tracked posts mentioning Lua yet.
Tracking mentions began in Dec 2020.
Cython
- I Use Nim Instead of Python for Data Processing
- Ask HN: C/C++ developer wanting to learn efficient Python
- Ask HN: Is there a way to use Python statically typed or with any type-checking?
- Cython 3.0
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How to make a c++ python extension?
The approach that I favour is to use Cython. The nice thing with this approach is that your code is still written as (almost) Python, but so long as you define all required types correctly it will automatically create the C extension for you. Early versions of Cython required using Cython specific typing (Python didn't have type hints when Cython was created), but it can now use Python's type hints.
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Never again
and again, everything that was released after using an older version of cython.
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Codon: Python Compiler
Just for reference,
* Nuitka[0] "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."
* Pypy[1] "is a replacement for CPython" with builtin optimizations such as on the fly JIT compiles.
* Cython[2] "is an optimising static compiler for both the Python programming language and the extended Cython programming language... makes writing C extensions for Python as easy as Python itself."
* Numba[3] "is an open source JIT compiler that translates a subset of Python and NumPy code into fast machine code."
* Pyston[4] "is a performance-optimizing JIT for Python, and is drop-in compatible with ... CPython 3.8.12"
[0] https://github.com/Nuitka/Nuitka
[1] https://www.pypy.org/
[2] https://cython.org/
[3] https://numba.pydata.org/
[4] https://github.com/pyston/pyston
- Slow Rust Compiler is a Feature, not a Bug.
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Any faster Python alternatives?
Profile and optimize the hotspots with cython (or whatever the cool kids are using these days... It's been a while.)
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What exactly is 'JIT'?
JIT essentially means generating machine code for the language on the fly, either during loading of the interpreter (method JIT), or by profiling and optimizing hotspots (tracing JIT). The language itself can be statically or dynamically typed. You could also compile a dynamic language ahead of time, for example, cython.
What are some alternatives?
ChaiScript - Embedded Scripting Language Designed for C++
SWIG - SWIG is a software development tool that connects programs written in C and C++ with a variety of high-level programming languages.
Wren - The Wren Programming Language. Wren is a small, fast, class-based concurrent scripting language.
PyPy
Duktape - Duktape - embeddable Javascript engine with a focus on portability and compact footprint
mypyc - Compile type annotated Python to fast C extensions
V8 - The official mirror of the V8 Git repository
Pyston - (No longer maintained) A faster and highly-compatible implementation of the Python programming language.
sol2 - Sol3 (sol2 v3.0) - a C++ <-> Lua API wrapper with advanced features and top notch performance - is here, and it's great! Documentation:
Pyjion
luacxx - C++11 API for creating Lua bindings
Stackless Python