What are the differences between asyncio and multiprocessing in Python?

What are the differences between asyncio and multiprocessing in Python?

Asyncio is a library for writing concurrent code using the async/await syntax, while multiprocessing allows parallel execution using multiple processes.

When should I use asyncio instead of multiprocessing?

Use asyncio for I/O-bound tasks where you need to handle many connections, and multiprocessing for CPU-bound tasks that require heavy computation.

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

Sure! Use asyncio for web scraping or handling multiple API requests, and use multiprocessing for tasks like image processing or data analysis.

Are there any performance considerations I should be aware of?

Yes, asyncio can be more efficient for I/O-bound tasks, while multiprocessing can lead to overhead due to process creation and inter-process communication.