What are the differences between asyncio and multiprocessing in Python?

What are the differences between asyncio and multiprocessing in Python?

Asyncio is designed for I/O-bound tasks and uses a single-threaded event loop, while multiprocessing is for CPU-bound tasks and uses multiple processes.

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

Use asyncio for tasks like web scraping or network requests, and multiprocessing for tasks like image processing or heavy computations.

Are there any performance considerations I should be aware of?

Yes, asyncio can be more efficient for I/O-bound tasks due to lower overhead, while multiprocessing can handle CPU-bound tasks better but has higher memory usage.

Which one is easier to implement for beginners?

Asyncio is generally considered easier for beginners due to its simpler model of concurrency, while multiprocessing can be more complex to manage.