gopy
jnumpy
gopy | jnumpy | |
---|---|---|
5 | 9 | |
1,879 | 228 | |
2.0% | 0.4% | |
6.7 | 3.9 | |
10 days ago | about 1 month ago | |
Go | Julia | |
BSD 3-clause "New" or "Revised" License | MIT License |
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gopy
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Making Python 100x faster with less than 100 lines of Rust
I've used gopy[0] recently to access a go library in Python. It surprisingly Just Worked, but I was disappointed by some performance issues, like converting lists to slices.
[0] https://github.com/go-python/gopy
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Golang vs python for AI
the heavy lifting is done in native libraries and you get to experiment fast using an easy language. the combo is quite hard to beat. Now there is a missed opportunity to write such libraries in Go, but as I read here and there Go is hard to integrate well as a library. There is gopy but it's light years away from PyO3 for instance, I don't think it'll ever gain traction, but who knows.
- Is the statement true, that Python and its ecosystem lacks speed for mission-critical large-scale applications?
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I went about learning Rust
> So if you learn Go, you'll never be able to use it to interoperate with e.g. your Python program to speed it up.
Never done it myself, but:
https://www.ardanlabs.com/blog/2020/07/extending-python-with...
https://github.com/go-python/gopy
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Rust or C/C++ to learn as a secondary language?
Check out gopy for an easy way to extend your Python code with Go.
jnumpy
- Making Python 100x faster with less than 100 lines of Rust
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This Week in Python
jnumpy – Writing Python C extensions in Julia within 5 minutes
- GitHub - Suzhou-Tongyuan/jnumpy: Writing Python C extensions in Julia within 5 minutes.
- JNumPy: Writing high-performance C extensions for Python in minutes
What are some alternatives?
PySCIPOpt - Python interface for the SCIP Optimization Suite
makepackage - Package for easy packaging of Python code
Pulumi - Pulumi - Infrastructure as Code in any programming language 🚀
ideas
prisma-engines - 🚂 Engine components of Prisma ORM
poly-match - Source for the "Making Python 100x faster with less than 100 lines of Rust" blog post
PythonCall.jl - Python and Julia in harmony.
cpy3 - Go bindings to the CPython-3 API
log-booster - An VS code extension to quickly add frequently used log statements
Schemathesis - Supercharge your API testing, catch bugs, and ensure compliance