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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. www.infoworld.com › article › 3552750Get started with the free-threaded build of Python 3.13

   www.infoworld.com › article › 3552750

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   Oct 16, 2024 · Python 3.13’s installer lets you install the free-threaded build of Python side-by-side with the regular build. You can use the “py” utility to select which one to use for a given program....

5. thenewstack.io › python-3-13-blazing-new-trails-inPython 3.13: Blazing New Trails in Performance and Scale

   thenewstack.io › python-3-13-blazing-new-trails-in

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   Oct 7, 2024 · Python 3.13 introduces experimental free-threaded mode and JIT compiler, paving the way for improved performance and multi-core utilization while enhancing the interactive experience.

6. pythongeeks.org › python-compilersPython Compilers – Importance, Working and Types

   pythongeeks.org › python-compilers

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   A Compiler is a program that converts source code from one language to another language. In this article, we will discuss compilers, their roles, and the several types of compilers that are available for us to use.

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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   Do I need Python to compile Python?

   • Oddly enough, it may sound like you must already have Python to compile Python itself. Indeed, you need an earlier version of the Python interpreter, but only if you want to build Python 3.13 with the JIT support. That’s because the JIT build tool, which generates binary stencils for the copy-and-patch compiler, is a pure-Python script.

   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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   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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   How does a Python interpreter work?

   • When you run a piece of Python code, the interpreter first reads your high-level code and translates it into a binary form, which is more suitable for interpretation. The resulting stream of bytes, or bytecode, represents a sequence of instructions, each consisting of an opcode and a corresponding argument.

   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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8. docs.python.org › 3 › whatsnewWhat’s New In Python 3.13 — Python 3.13.0 documentation

   docs.python.org › 3 › whatsnew

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   2 days ago · Python 3.13 is the latest stable release of the Python programming language, with a mix of changes to the language, the implementation and the standard library. The biggest changes include a new interactive interpreter, experimental support for running in a free-threaded mode (PEP 703), and a Just-In-Time compiler (PEP 744).