high performance/threaded applications in Python - your experiences?

Jay Loden python at jayloden.com
Sat Jun 23 07:22:53 CEST 2007


All, 

In studying Python, I have predictably run across quite a bit of talk about the GIL and threading in Python. As my day job, I work with a (mostly Java) application that is heavily threaded. As such our application takes good advantage of multiple processors and we can often scale through simply adding processing power to a server. 

I was hoping for some experiences that some of you on the list may have had in dealing with Python in a high performance and/or threaded environment. In essence, I'm wondering how big of a deal the GIL can be in a  real-world scenario where you need to take advantage of multiple processor machines, thread pools, etc. How much does it get in the way (or not), and how difficult have you found it to architect applications for high performance? I have read a number of articles and opinions on whether or not the GIL is a good thing, and how it affects threaded performance on multiple processor machines, but what I haven't seen is experiences of people who have actually done it and reported back "it was a nightmare" or "it's no big deal" ;)

Your thoughts and opinions are welcome, especially those with relevant experiences. Thanks!

-Jay




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