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The most recent release is Jython 2.7.4. It was released on August 18, 2024 and is compatible with Python 2.7. [5] Python 3 compatible changes are planned in Jython 3 Roadmap. [6] Although Jython implements the Python language specification, it has some differences and incompatibilities with CPython, which is the reference implementation of ...
Componentization breaks code down into reusable semantic units that present clear, well-defined, simple-to-use interfaces. Extract class moves part of the code from an existing class into a new class. Extract method, to turn part of a larger method into a new method. By breaking down code in smaller pieces, it is more easily understandable.
The ZPE Programming Environment is written in Java, making it cross-platform. As a side effect, specific plugins and built-in objects are entirely written in Java. Whilst ZPE is closed source, all plugins, transpilers and additional tools are open-source. The Standard Algorithms library is also open-source and available on Balfour's GitHub page.
Nuitka (pronounced as / n juː t k ʌ / [2]) is a source-to-source compiler which compiles Python code to C source code, applying some compile-time optimizations in the process such as constant folding and propagation, built-in call prediction, type inference, and conditional statement execution.
Microsoft Visual Studio (formerly Python Tools for Visual Studio [53]) Microsoft 16.9 2021-03-02 Windows: C++ and C#: Windows Forms and WPF, through IronPython: Python tools under Apache License 2.0: Yes Yes Yes No Unknown Unknown Unknown Yes [54] Unknown Unknown Yes Basic refactoring Yes Yes MonoDevelop: Novell and the Mono community ...
A general technique to improve performance is to avoid work. A good example is the use of a fast path for common cases, improving performance by avoiding unnecessary work. For example, using a simple text layout algorithm for Latin text, only switching to a complex layout algorithm for complex scripts, such as Devanagari .
Further, JIT compilers can speculatively optimize hot code by making assumptions on the code. The generated code can be deoptimized if a speculative assumption later proves wrong. Such operation slows the performance of the running software until code is optimized again by adaptive optimization. An AOT compiler cannot make such assumptions and ...
PyObjC, a Python to Objective-C bridge that allows writing OS X software in Python; Robot Framework, a generic test automation framework for acceptance testing and acceptance test-driven development (ATDD) Setuptools, a package development process library designed to facilitate packaging Python projects by enhancing the Python distutils ...