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Sep 23, 2013 · If PyPy succeeds to be better than CPython in general, which is questionable, the main weakness affecting its wider adoption will be its compatibility with CPython. There also exist issues such as the fact that CPython runs on a wider range of CPUs and OSes, but these issues are much less important compared to PyPy's performance and CPython-compatibility goals.
On CPython 2.6 and 2.7 it works in a bit more cases, which are not supported by PyPy so far. (If needed, it could be supported, but then it will likely work in many more case on PyPy than on CPython 2.6/2.7.) In PyPy 3, __class__ attribute assignment between heaptypes and non heaptypes.
Modules that use the CPython C API will probably work, but will not achieve a speedup via the JIT. We encourage library authors to use CFFI and HPy instead. If you are looking for how to use PyPy with the scientific python ecosystem, we encourage you to use conda , since they repackage common libraries like scikit-learn and SciPy for PyPy.
2 days ago · Yes, PyPy has a GIL. Removing the GIL is very hard. On top of CPython, you have two problems: (1) GC, in this case reference counting; (2) the whole Python language. For PyPy, the hard issue is (2): by that I mean issues like what occurs if a mutable object is changed from one thread and read from another concurrently.
PyPy (/ ˈ p aɪ p aɪ /) is an implementation of the Python programming language. [2] PyPy often runs faster than the standard implementation CPython because PyPy uses a just-in-time compiler. [3] Most Python code runs well on PyPy except for code that depends on CPython extensions, which either does not work or incurs some overhead when run ...
Mar 16, 2024 · Compatibility: CPython offers broad compatibility with Python libraries and C extensions, making it a safe choice for most projects. PyPy has made great strides in compatibility but may still encounter issues with some C extensions. Development Focus: CPython focuses on stability, readability, and compatibility.
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Sep 19, 2022 · The only thing that needs to be done is to replace CPython with PyPy. It is important to know that PyPy supports most of the tools that are part of the “Python Echosystems”. Examples for that ...