What are the best libraries for concurrent programming in Python?

What are the best libraries for concurrent programming in Python?

Some of the best libraries for concurrent programming in Python include asyncio, threading, multiprocessing, and concurrent.futures.

Can you explain how asyncio works?

Sure! asyncio is a library to write concurrent code using the async/await syntax. It allows you to run multiple tasks at the same time without blocking.

What about threading? How does it differ from asyncio?

Threading allows you to run multiple threads (smaller units of a process) in parallel, which is useful for I/O-bound tasks. Unlike asyncio, it doesn't require an event loop.

Which library would you recommend for CPU-bound tasks?

For CPU-bound tasks, I recommend using the multiprocessing library, as it allows you to create separate processes, taking full advantage of multiple CPU cores.