What are the differences between asyncio and multiprocessing in Python?

What are the differences between asyncio and multiprocessing in Python?

Asyncio is designed for concurrent I/O-bound tasks using a single thread, while multiprocessing is for CPU-bound tasks using multiple processes.

Can you give me an example of when to use asyncio?

Sure! Use asyncio for tasks like web scraping or handling multiple network requests simultaneously.

And when should I use multiprocessing?

Use multiprocessing for tasks that require heavy computation, like data processing or image manipulation, to utilize multiple CPU cores.

Are there any downsides to using asyncio?

Yes, asyncio can be complex to implement and may not be suitable for CPU-bound tasks, as it runs in a single thread.

What about the downsides of multiprocessing?

Multiprocessing has higher memory overhead and can be slower to start due to process creation, but it effectively utilizes multiple cores.