Kurt W. Smith Cython

ISBN 13: 9781491901557

Cython

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9781491901557: Cython
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Build software that combines Python’s expressivity with the performance and control of C (and C++). It’s possible with Cython, the compiler and hybrid programming language used by foundational packages such as NumPy, and prominent in projects including Pandas, h5py, and scikits-learn. In this practical guide, you’ll learn how to use Cython to improve Python’s performance—up to 3000x— and to wrap C and C++ libraries in Python with ease.

Author Kurt Smith takes you through Cython’s capabilities, with sample code and in-depth practice exercises. If you’re just starting with Cython, or want to go deeper, you’ll learn how this language is an essential part of any performance-oriented Python programmer’s arsenal.

  • Use Cython’s static typing to speed up Python code
  • Gain hands-on experience using Cython features to boost your numeric-heavy Python
  • Create new types with Cython—and see how fast object-oriented programming in Python can be
  • Effectively organize Cython code into separate modules and packages without sacrificing performance
  • Use Cython to give Pythonic interfaces to C and C++ libraries
  • Optimize code with Cython’s runtime and compile-time profiling tools
  • Use Cython’s prange function to parallelize loops transparently with OpenMP

Reseña del editor:

Cython is a compiler and hybrid programming language that combines the expressivity of Python with the performance and control of C (and C++). In this book, Kurt Smith shows you how to use Cython to yield massive performance improvements over pure Python (up to 3000X) and how to use Cython to easily wrap C and C++ libraries in Python. By removing the barrier between Python and C, Cython harnesses the best of both languages while remaining familiar and comfortable to Python users.

Cython has proven its usefulness in many foundational projects: Pandas, SymPy, Sage, and dozens of others, both open and closed source. You'll learn how Cython is an essential part of any performance-oriented Python programmer’s arsenal.

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Kurt W. Smith
Verlag: O'reilly UK Ltd. Jan 2016 (2016)
ISBN 10: 1491901551 ISBN 13: 9781491901557
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Buchbeschreibung O'reilly UK Ltd. Jan 2016, 2016. Taschenbuch. Buchzustand: Neu. 233x178x14 mm. Neuware - Cython can yield massive performance improvements over pure Python speedups of 3000X are easily attainable for certain patterns. With this book, Kurt Smith shows you how to use Cython to easily wrap C and C++ libraries in Python, handling all the details of memory management for you. By removing the barrier between Python and C, Cython harnesses the best of both languages while remaining familiar and comfortable to Python users. Cython has proven its usefulness in many foundational projects: Pandas, SymPy, Sage, and dozens of others, both open and closed source. You'll learn how Cython is an essential part of any performance-oriented Python programmer's arsenal. 234 pp. Englisch. Artikel-Nr. 9781491901557

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