What are the different concurrency options in Python?
An example of an AI chatbot conversation about Python's concurrency options.
What are the different concurrency options in Python?
Python offers several concurrency options, including threading, multiprocessing, and asynchronous programming with asyncio.
Can you explain how threading works in Python?
Threading in Python allows multiple threads to run concurrently, sharing the same memory space, which is useful for I/O-bound tasks.
What about multiprocessing? How is it different from threading?
Multiprocessing creates separate memory spaces for each process, making it suitable for CPU-bound tasks, avoiding the Global Interpreter Lock.
When should I use asyncio instead of threading or multiprocessing?
Use asyncio for I/O-bound tasks that require high concurrency, as it allows for non-blocking operations and efficient resource use.
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