What are the differences between threading and multiprocessing in Python?

What are the differences between threading and multiprocessing in Python?

Threading allows multiple threads to run in the same process, sharing memory, while multiprocessing creates separate processes.

When should I use threading instead of multiprocessing?

Use threading for I/O-bound tasks where waiting for external resources is common, as it can improve performance.

And when is multiprocessing a better choice?

Multiprocessing is better for CPU-bound tasks, as it can utilize multiple cores and avoid the Global Interpreter Lock.

Can you give me an example of each?

Sure! For threading, consider a web scraper that fetches data from multiple URLs. For multiprocessing, think of a data processing task that performs calculations on large datasets.