Pyjion
graalpython
Our great sponsors
Pyjion | graalpython | |
---|---|---|
23 | 13 | |
1,406 | 1,105 | |
- | 2.4% | |
5.0 | 10.0 | |
23 days ago | 6 days ago | |
C++ | Python | |
MIT License | GNU General Public License v3.0 or later |
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.
Pyjion
-
Python 3.13 Gets a JIT
It exists, was created by microsoft employees, and is referenced in the article: https://www.trypyjion.com/
-
Is anyone using PyPy for real work?
I've actually come across and started using Pyjion recently (https://github.com/tonybaloney/pyjion); how does Pypy compare, both in terms of performance and purpose? There seems to be a lot of overlap...
-
funAndEasyToUse
Python is capable of doing things at runtime that are really hard to statically compile around, such as monkeypatching methods onto existing objects. You can compile it, but it's complicated. One strategy is to use a JIT that can observe application state at runtime and then invalidate code as it becomes obsoleted by changes, but it's complicated. See pyjion for an example.
-
Javascript has Typescript. WHY WE DONT HAVE TYPY !
When I say "Python" I am referring to the standard CPython interpreter which most people use. But there is also PyPy, which includes a Just In Time compile that compiles selected code into machine language on the fly, as needed. pyjion is another JIT compiler that generates machine language on the fly, and you can install it with pip. Or you could work for Facebook and use Cinder. Cython, Nuitka and Pyston are other alternatives.
-
How is Golang websocket better than FastAPI websocket?
and if you need more speed you can try https://www.pypy.org/ or https://github.com/tonybaloney/Pyjion or https://www.pyston.org/
-
CPython vs PyPy
Finally, there is also Pyjion which based on its website is βA drop-in JIT Compiler for Python 3.10β (https://www.trypyjion.com/). We will be covering it on a separate writeup. See you next time ;-).
- Accelerate Python code 100x by import taichi as ti
- Create CPython extensions in .NET?
-
Instant upvotes
Though some exciting stuff happening over the next few years, Python is getting faster, has been for awhile, and stuff like Pyjion https://www.trypyjion.com/, a drop in C# powered JIT compiler is starting to approach usable. Rust and Python seem to be best buds right now, so more extension libraries in rust, a newer more approachable language than say C/C++ but with a similar speed. Sign me up!
-
You think python is slow ?
Pyjion Easy to use, small compiler. Increase performance of our π CPython.
graalpython
-
socketify.py - Bringing WebSockets, Http/Https High Peformance servers for PyPy3 and Python3
HPy integration to better support CPython, PyPy and GraalPython
-
Oracle Contributing GraalVM Community Edition Java Code to OpenJDK
Here are some nice examples: https://www.graalvm.org/22.2/reference-manual/python/Interop...
This may be more readable: https://github.com/oracle/graalpython/blob/master/docs/user/...
-
Pyjion β A Python JIT Compiler
Isn't this what the GraalVM [1] guys are also trying to do? Seems like today the competition is between who is more polyglot than the other, JVM, CLR or WASM.
[1] https://github.com/oracle/graalpython
- Python stands to lose its GIL, and gain a lot of speed
- GitHub - oracle/graalpython: A Python 3 implementation built on GraalVM
- A viable solution for Python concurrency
- RustPython: A Python interpreter written in Rust
-
Stack Overflow Developer Survey 2021: "Rust reigns supreme as most loved. Python and Typescript are the languages developers want to work with most if they arenβt already doing so."
Graalpython is slowly taking shape, although it's still very alpha: https://github.com/oracle/graalpython
- Launch HN: Enso (YC S21) β Visual programming and workflow tool for data science
-
AST based scripting languages
https://github.com/oracle/graalpython is an AST interpreter for Python
What are some alternatives?
Numba - NumPy aware dynamic Python compiler using LLVM
truffleruby - A high performance implementation of the Ruby programming language, built on GraalVM.
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.
jython - Python for the Java Platform
cinder - Cinder is Meta's internal performance-oriented production version of CPython.
Cython - The most widely used Python to C compiler
hpy - HPy: a better API for Python
falcon - The no-magic web data plane API and microservices framework for Python developers, with a focus on reliability, correctness, and performance at scale.
RustPython - A Python Interpreter written in Rust