Web Reference: This tutorial aims to provide a comprehensive guide on understanding, troubleshooting, and resolving TypeError problems in your Python multiprocessing applications. The Global Interpreter Lock does mean that only one instance at a time can run python code, but for actions that heavily block (file system access, downloading large or multiple files, running external code) the GIL ends up being a non-issue. 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.
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