What are the differences between multiprocessing and threading in Python?

What are the differences between multiprocessing and threading in Python?

Multiprocessing involves multiple processes, each with its own Python interpreter, while threading uses multiple threads within a single process.

Can you explain the advantages of using multiprocessing over threading?

Multiprocessing can take advantage of multiple CPU cores, making it better for CPU-bound tasks, while threading is more efficient for I/O-bound tasks.

Are there any downsides to using multiprocessing?

Yes, multiprocessing can have higher memory usage and overhead due to the need to create separate processes.

When should I choose threading instead of multiprocessing?

Choose threading for tasks that are I/O-bound, like network requests, where the program can benefit from concurrent execution without heavy CPU usage.