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Learning Cython Programming (Second Edition) - Second Edition

You're reading from  Learning Cython Programming (Second Edition) - Second Edition

Product type Book
Published in Feb 2016
Publisher Packt
ISBN-13 9781783551675
Pages 110 pages
Edition 2nd Edition
Languages
Author (1):
Philip Herron Philip Herron
Profile icon Philip Herron

Python garbage collector


When wrapping up native structs, for example, it can be very tempting to follow standard C/C++ idioms and require the Python programmer to call, allocate, and release manually on different objects. This is very tedious and not very Pythonic. Cython allows us to create cdef classes, which have extra hooks for initialization and deallocation that we can use to control all memory management of structs. These hooks are triggered automatically by the Python garbage collector, making everything nice and simple. Consider the following simple struct:

typedef struct data {
  int value;
} data_t;

We can then write the Cython declaration of the C struct into PyData.pxd as follows:

cdef extern from "Data.h":
    struct data:
        int value
    ctypedef data data_t

Now that we have defined the struct, we can wrap up the struct into a class:

cimport PyData

cdef class Data(object):
    cdef PyData.data_t * _nativeData
    …

Wrapping up data into a class like this will require us...

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