NodeCall.jl
gopy
| NodeCall.jl | gopy | |
|---|---|---|
| 1 | 5 | |
| 28 | 1,879 | |
| - | 2.0% | |
| 10.0 | 6.7 | |
| over 1 year ago | 10 days ago | |
| Julia | Go | |
| MIT License | BSD 3-clause "New" or "Revised" License |
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NodeCall.jl
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.
What are some alternatives?
PythonCall.jl - Python and Julia in harmony.
PySCIPOpt - Python interface for the SCIP Optimization Suite
RCall.jl - Call R from Julia
Pulumi - Pulumi - Infrastructure as Code in any programming language 🚀
line_profiler - Line-by-line profiling for Python
prisma-engines - 🚂 Engine components of Prisma ORM
StaticCompiler.jl - Compiles Julia code to a standalone library (experimental)
poly-match - Source for the "Making Python 100x faster with less than 100 lines of Rust" blog post
rayon - Rayon: A data parallelism library for Rust
cpy3 - Go bindings to the CPython-3 API
jsmpeg - MPEG1 Video Decoder in JavaScript