multiprocessing — Process-based parallelism — Python 3.14.3 …
1 day ago · Libraries using multiprocessing or ProcessPoolExecutor should be designed to allow their users to provide their own multiprocessing context. Using a specific context of your own within a …
The Python Standard Library — Python 3.14.3 documentation
2 days ago · The library contains built-in modules (written in C) that provide access to system functionality such as file I/O that would otherwise be inaccessible to Python programmers, as well as …
Concurrent Execution — Python 3.14.3 documentation
3 days ago · multiprocessing — Process-based parallelism Introduction The Process class Contexts and start methods Exchanging objects between processes Synchronization between processes Sharing …
queue — A synchronized queue class — Python 3.14.3 documentation
2 days ago · See also Class multiprocessing.Queue A queue class for use in a multi-processing (rather than multi-threading) context. collections.deque is an alternative implementation of unbounded …
multiprocessing.shared_memory — Shared memory for direct ... - Python
3 days ago · Python processes created from a common ancestor using multiprocessing facilities share a single resource tracker process, and the lifetime of shared memory segments is handled …
Python Documentation contents — Python 3.14.3 documentation
Why does Python use methods for some functionality (e.g. list.index ()) but functions for other (e.g. len (list))? Why is join () a string method instead of a list or tuple method?
threading — Thread-based parallelism — Python 3.14.3 documentation
2 days ago · Unlike the multiprocessing module, which uses separate processes to bypass the global interpreter lock (GIL), the threading module operates within a single process, meaning that all …
concurrent.futures — Launching parallel tasks — Python 3.14.3 …
2 days ago · ProcessPoolExecutor uses the multiprocessing module, which allows it to side-step the Global Interpreter Lock but also means that only picklable objects can be executed and returned.
What’s new in Python 3.14
2 days ago · The library changes include significantly improved capabilities for introspection in asyncio, support for Zstandard via a new compression.zstd module, syntax highlighting in the REPL, as well …
asyncio — Asynchronous I/O — Python 3.14.3 documentation
asyncio is a library to write concurrent code using the async/await syntax. asyncio is used as a foundation for multiple Python asynchronous frameworks that provide high-performance network and …