Python-Concurrency

Using Threads to Improve Performance
Using Threads to Improve Performance
This document demonstrates practical implementation of threading and multiprocessing in Python to optimize image processing performance. It walks through converting a sequential thumbnail generation script to use ThreadPoolExecutor and ProcessPoolExecutor, comparing their performance characteristics and explaining the differences caused by Python's Global Interpreter Lock.
Using Threads to Improve Performance
Using Threads to Improve Performance
This document demonstrates practical implementation of threading and multiprocessing in Python to optimize image processing performance. It walks through converting a sequential thumbnail generation script to use ThreadPoolExecutor and ProcessPoolExecutor, comparing their performance characteristics and explaining the differences caused by Python's Global Interpreter Lock.