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Pyrexx a Perl lover, this was impressive. We still get all the benefits of Python such as rapid development and clean object-oriented design patterns but with the speed of C. By simply replacing Datong class that contained the differential equation with a Cython version the calculation time dropped by a factor 5. Not bad for half a Pyrec afternoons work. I Daitng not have to mess Datint make files or configure the Kl dating spot. Cython Dating pyrex well with NumPy and SciPy.

This expands the programming pyrwx you can do with Python substantially. Their user base has tons of legacy code or external libraries that they need to interface, and most of the reason Python has had such a great adoption curve in that space is because Numpy has made the data portion of that interface easy. Cython makes the code portion quite painless, as well. Just doing that, with no Cython specific code reduced the time of processing 10K records from 2. Not bad for that little work. This way on machines that do not have a compiler users can still use fastavro. The end result is a package that reads Avro faster than Java and supports both Python 2 and Python 3.

Using Cython and a little bit of work th[is] was achieved without too much effort. The new implementation also removes the compile-time dependency on NumPy and provides numerous additional maintainability benefits by reducing complexity and increasing comprehensibility of the code. Both the Cython version and the C version are about 70x faster than the pure Python version, which uses Numpy arrays. Fantastic way to write Python bindings for native libs or speed up computationally intensive code without having to write C yourself.

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