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1. stackoverflow.com › questions › 471191compilation - Why compile Python code? - Stack Overflow

   stackoverflow.com › questions › 471191

   Beginners assume Python is compiled because of .pyc files. The .pyc file is the compiled bytecode, which is then interpreted. So if you've run your Python code before and have the .pyc file handy, it will run faster the second time, as it doesn't have to re-compile the bytecode.

2. realpython.com › python313-free-threading-jitPython 3.13 Preview: Free Threading and a JIT Compiler

   realpython.com › python313-free-threading-jit

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   Sep 18, 2024 · Get a sneak peek at the upcoming features in Python 3.13 aimed at enhancing performance. In this tutorial, you'll make a custom Python build with Docker to enable free threading and an experimental JIT compiler. Along the way, you'll learn how these features affect the language's ecosystem.

3. realpython.com › python313-new-featuresPython 3.13: Cool New Features for You to Try – Real Python

   realpython.com › python313-new-features

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   Sep 30, 2024 · In this tutorial, you'll learn about the new features in Python 3.13. You'll take a tour of the new REPL and error messages and see how you can try out the experimental free threading and JIT versions of Python 3.13 yourself.

4. lwn.net › Articles › 957239Shaw: Python 3.13 gets a JIT - LWN.net

   lwn.net › Articles › 957239

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   Jan 9, 2024 · Anthony Shaw describes the new copy-and-patch JIT that has been proposed for Python 3.13. Copy-and-patch was selected because the compilation from bytecodes to machine code is done as a set of “templates” that are then stitched together and patched at runtime with the correct values.

5. medium.com › @codeinseoul › inside-python-theInside Python: The Compiler. Learn all about how the Python ...

   medium.com › @codeinseoul › inside-python-the

   Jul 7, 2023 · Introduction. The compilation phase consists of two components: 1) the compiler generating a Control Flow Graph (CFG) from AST and 2) the assembler generating bytecode from CFG. You have...

6. ataiva.com › python-3-13-no-gil-multi-threadingPython 3.13 No-GIL Mode: How to Unlock True Multi-Threading ...

   ataiva.com › python-3-13-no-gil-multi-threading

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   Nov 1, 2024 · Learn how to compile Python without the GIL, see code examples, and explore benchmarks to understand how this change boosts performance in CPU-bound tasks. Perfect for Python developers seeking faster, more efficient applications!

7. People also ask

   Does Python 313 have a JIT compiler?

   • Python 3.13 brings two experimental features that open the gateway to much better performance in future releases. These groundbreaking changes will require thorough testing, which is why they’re not currently enabled by default. However, you can try out free threading and the JIT compiler today by building Python from source code.

   Python 3.13 Preview: Free Threading and a JIT Compiler

   realpython.com/python313-free-threading-jit/

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   Does Python create a bytecode if a library is imported?

   • Python does create .pyc files (so-called byecode) whenever a library is imported. AFAIK the bytecode can only speed up load times, not execution times. @aitchnyu: Caching the bytecode in .pyc files only speeds up loading indeed, but only becase the Python code is compiled to bytecode before execution anyway.

   Is Python interpreted, or compiled, or both? - Stack Overflow

   stackoverflow.com/questions/6889747/is-python-interpreted-or-compiled-or-both

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   Why is my Abi not working in Python?

   • Although the specific error is slightly different than before, the root cause of the issue remains the same—an incompatible Python ABI. Notice that importing the free-threaded module in a free-threaded Python build has a twist.

   Python 3.13 Preview: Free Threading and a JIT Compiler

   realpython.com/python313-free-threading-jit/

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   Is Python 313 compatible with C extension modules?

   • On the one hand, the program completes successfully by printing the expected message, but on the other hand, it prominently displays a lengthy warning, which you shouldn’t ignore. It turns out that C extension modules targeting the free-threaded build of Python 3.13 need special handling to be fully compatible.

   Python 3.13 Preview: Free Threading and a JIT Compiler

   realpython.com/python313-free-threading-jit/

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   What if I lose access to the Python interpreter?

   • Note that you won’t completely lose access to the system interpreter, as it’ll remain available to you by its full name, such as python3.12. Only the python3 alias will now point to the compiled Python 3.13. As a result, you’ll be able to run three variants of Python: This is where the executable’s copy with the “t” suffix becomes useful.

   Python 3.13 Preview: Free Threading and a JIT Compiler

   realpython.com/python313-free-threading-jit/

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   Is Python compiled?

   • But to stop nitpicking and answer the question you meant to ask: Practically (read: using a somewhat popular and mature implementation), Python is compiled.

   Is Python interpreted, or compiled, or both? - Stack Overflow

   stackoverflow.com/questions/6889747/is-python-interpreted-or-compiled-or-both

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8. www.programiz.com › python-programming › online-compilerOnline Python Compiler (Interpreter) - Programiz

   www.programiz.com › python-programming › online-compiler

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   Write and run your Python code using our online compiler. Enjoy additional features like code sharing, dark mode, and support for multiple programming languages.