What are the differences between threads and processes in Python?
An example of an AI chatbot conversation about threads and processes in Python.
What are the differences between threads and processes in Python?
In Python, threads are lighter and share the same memory space, while processes are heavier and have separate memory.
Can you explain when to use threads over processes?
Use threads for I/O-bound tasks where you need to wait for external resources, and processes for CPU-bound tasks.
What are some examples of I/O-bound and CPU-bound tasks?
I/O-bound tasks include web scraping or file reading, while CPU-bound tasks include image processing or mathematical computations.
How does the Global Interpreter Lock (GIL) affect threading in Python?
The GIL allows only one thread to execute at a time in CPython, which can limit the performance of CPU-bound threads.
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