What is the difference between threading and multiprocessing?
An example of an AI chatbot conversation about threading vs multiprocessing in programming.
What is the difference between threading and multiprocessing?
Threading involves running multiple threads in a single process, sharing the same memory space, while multiprocessing uses multiple processes with separate memory spaces.
When should I use threading instead of multiprocessing?
Use threading for I/O-bound tasks where waiting for external resources is common, and multiprocessing for CPU-bound tasks that require heavy computation.
Can you give me an example of when to use each?
Sure! Use threading for tasks like web scraping or file I/O, and multiprocessing for tasks like image processing or data analysis.
What are the downsides of each approach?
Threading can lead to issues like race conditions and deadlocks, while multiprocessing has higher overhead due to process creation and inter-process communication.
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