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Learning Cython Programming (Second Edition)

You're reading from   Learning Cython Programming (Second Edition) Expand your existing legacy applications in C using Python

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Product type Paperback
Published in Feb 2016
Publisher Packt
ISBN-13 9781783551675
Length 110 pages
Edition 2nd Edition
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Author (1):
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Philip Herron Philip Herron
Author Profile Icon Philip Herron
Philip Herron
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Toc

Compiling pure Python code

Another use for Cython is to compile Python code. For example, if we go back to the primes example, we can do the following:

$ cython pyprimes.py –embed
$ gcc -g -O2 pyprimes.c -o pyprimes `python-config --includes –libs`

Then, we can compare the three different versions of the same program: the Cython version using cdef for native types, the pure Python version running as a Python script, and finally, the Cython-compiled pure Python version, which results in an executable binary of Python code:

  • First, the Cython version using native types:
    $ time ./primes
    real    0m0.050s
    user    0m0.035s
    sys     0m0.013s
    
  • Next, the executable pure Python version:
    $ time ./pyprimes
    real    0m0.139s
    user    0m0.122s
    sys     0m0.013s
    
  • And finally, the Python script version:
    philips-macbook:primes redbrain$ time python pyprimes.py
    real    0m0.184s
    user    0m0.165s
    sys     0m0.016s
    

The pure Python version runs the slowest, the compiled Python version runs a little bit faster...

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