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http://www.informit.com/articles/article.aspx?p=30708&seqNum=3
Jan 31, 2003 · Native Threads and a GUI. If you think your application might one day get a different GUI but will remain firmly rooted in Python, using Python's native threading support is a good bet. You can use Python's native threads with any GUI library you like, but you should not use more than one
https://softwareengineering.stackexchange.com/questions/348459/languages-with-native-thread-support
If your threads are network-bound and not CPU-bound, you do not need OS threads. You need async I/O. Modern Python (i.e. 3.5 or later) has excellent support for async programming, try migrating your code there instead. If that's not possible, Python's native threading model is still sufficient for your use case, despite the GIL.
https://machinelearningmastery.com/best-tune-multithreading-support-xgboost-python/
Nov 16, 2019 · We can see a nice trend in the decrease in execution time as the number of threads is increased. If you do not see an improvement in running time for each new thread, you may want to investigate how to enable multithreading support in XGBoost as part of your install or at runtime.
https://www.techbeamers.com/python-multithreading-concepts/
Apr 28, 2019 · If you wish, you can refer the native Python docs to dig deeper into the <threading> module functionality.. Steps to implement threads using the threading module. You may follow the below steps to implement a new thread using the <threading> module. Construct a subclass from the <Thread> class. Override the <__init__(self [,args])> method to supply arguments as per requirements.
https://docs.python.org/3/library/threading.html
threading.get_native_id ¶ Return the native integral Thread ID of the current thread assigned by the kernel. This is a non-negative integer. Its value may be used to uniquely identify this particular thread system-wide (until the thread terminates, after which the value may be recycled by the OS).
https://stackoverflow.com/questions/140696/what-high-level-languages-support-multithreading
Nov 27, 2012 · Perl doesn't usefully support native threads. Yes, there is a Perl threads module, and yes it uses native platform threads in its implementation. The problem is, it isn't very useful in the general case. When you create a new thread using Perl threads, it copies the entire state of the Perl interpreter. This is very slow and uses lots of RAM.
https://stackoverflow.com/questions/203912/does-python-support-multiprocessor-multicore-programming
Does python support multiprocessor/multicore programming? Ask Question Asked 11 years, 1 month ago. ... Threads and python will be split up on multiple cores, but some of those cores (all but one, unless you do some magic in C) will just be waiting for the GIL. This is why before Python 3.2, CPU-bound threads perform better on single core than ...
https://medium.com/practo-engineering/threading-vs-multiprocessing-in-python-7b57f224eadb
Jul 26, 2017 · Threading vs Multiprocessing in Python. ... (“native threads”). ... Get unlimited access to the best stories on Medium — and support writers while you’re at it. Just $5/month.
https://www.python.org/dev/peps/pep-0539/
This used CPython's own TLS implementation which long remained unused, largely unchanged, in Python/thread.c. Support for implementation of the API on top of native thread implementations (pthreads and Windows) was added much later, and the built-in implementation has been deemed no longer necessary and has since been removed .
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