Those C modules can be either generic C libraries or libraries built specifically to work with Python. Python code can make calls directly into C modules. Related video: Using Cython to speed up Python Compile Python to C In this article, we’ll walk through the basic concepts behind Cython and create a simple Python application that uses Cython to accelerate one of its functions. With Cython, you can skirt many of Python’s native limitations or transcend them entirely-without having to give up Python’s ease and convenience. But for numerical operations, or any operations not involving Python’s own internals, the gains can be massive. For work that is bound by Python’s native object types, the speedups won’t be large. The Cython language is a superset of Python that compiles to C, yielding performance boosts that can range from a few percent to several orders of magnitude, depending on the task at hand. Execution speed? Not so much.Įnter Cython. Python has a reputation for being one of the most convenient, richly outfitted, and downright useful programming languages.
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