One of my fav Python writeups. I love Python and luckily I get to dictate how it's being written in my job, so I'm forcing types down the through of my colleagues. Saved a bunch of debugging time, so I can waste more time on Lemmy while still getting paid. Good shit

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[–] [email protected] 0 points 1 year ago* (last edited 1 year ago) (1 children)

Python has gotten faster, but it’s still nowhere near what you expect from traditional compiled languages. It can’t be.
The trick to writing performant Python code is to get good (native) libraries and let it handle the heavy lifting.

For performance sensitive stuff, the fact that pure Python is very slow really matters. For stuff that’s not performance sensitive (that is, 99% of the code out there) it doesn’t really matter, but even then it’s better to be fast than to be slow.

Now this is not something I would ordinarily have a problem with. I use Python for a reason and it’s not performance. But if I end up writing Python like it’s rust, I might as well do rust and reap the (massive!!!) performance and memory profile benefits too while I’m at it.

[–] [email protected] 0 points 1 year ago

Python3.10 was ~27x slower than Compiled C++ in this benchmark. Python 3.11 dropped that down to 17x just out of the box. Additionally, you can always write a python module in C or C++ to get the benefits of compilation. With the maintainability and flexibility of python.