What are the differences between multithreading and multiprocessing in Python?
An example of an AI chatbot conversation about Python's multithreading and multiprocessing concepts.
What are the differences between multithreading and multiprocessing in Python?
Multithreading allows multiple threads to run in a single process, sharing memory space, while multiprocessing uses separate processes.
When should I use multithreading instead of multiprocessing?
Use multithreading for I/O-bound tasks where threads can wait for external resources, and multiprocessing for CPU-bound tasks.
Can you give me an example of when to use each?
Sure! Use multithreading for web scraping, where you wait for responses, and multiprocessing for data processing tasks.
What are the performance implications of each?
Multithreading can be faster for I/O-bound tasks due to lower overhead, while multiprocessing can leverage multiple CPU cores for heavy computations.
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