Web Reference: 2 days ago · multiprocessing is a package that supports spawning processes using an API similar to the threading module. The multiprocessing package offers both local and remote concurrency, effectively side-stepping the Global Interpreter Lock by using subprocesses instead of threads. Dec 27, 2019 · GIL is a mechanism in which Python interpreter design allow only one Python instruction to run at a time. GIL limitation can be completely avoided by using processes instead of thread. You can't do parallel programming in python using threads. You must use multiprocessing, or if you do things like files or internet packets then you can use async, await, and asyncio.
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