Category Archives: Python

Instance Methods & Cython Functions

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One of the great features of Python is the ability to define methods outside of classes. For example, we can define a function which increments the attribute x and add it to a Point class:

def incx(self):
    self.x += 1

class Point(object):
    def __init__(self, x): self.x = x
    incx = incx

We can then create a point at the origin and increment x:

In [2]: p = Point(0)

In [3]: p.incx()

In [4]: print p.x
1

The same code which defines Point continues to work if we move incx to another file, say demo.py, and import it using from demo import incx.

But if we were to put incx in demo.pyx and compile it (using python setup.py build_ext --inplace), we get a strange error when running our simple test:

$ python bad.py
Traceback (most recent call last):
  File "bad.py", line 10, in <module>
    p.incx()
TypeError: incx() takes exactly one argument (0 given)

Read on to learn about instance methods and see how I fixed this.
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True division in IPython

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As Python transitions from version 2 to version 3, the meaning of the division operator on integers is changing:

Python 2.x Python 3.x 
$ python2.7
Python 2.7.2+ (...)
...
>>> 1/2
0
 
$ python3.2
Python 3.2.2 (...)
...
>>> 1/2
0.5

In this post, we’ll discuss how to configure the behavior of the division operator in Python 2.7 and IPython to behave like the Python 3.x counterpart.

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Simple Timer using Python’s With Statement

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Python’s with statement, available since Python 2.5, does not seem to be widely used despite being very useful.

Here we describe how to use the with statement to create a simple timer with the syntax:

>>> with TicToc():
...     some_slow_operations
...
Elapsed time is 2.000073 seconds.

Readers familiar with MATLAB will recognize the similarity to the familiar timing mechanism:

> tic ; some_slow_operations; toc
Elapsed time is 10.020349 seconds.

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Calling Python from C++

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In a previous post we already covered calling a C function from one Boost.Python module in another module.

What if instead we want to call a Python function directly from C? We’ll stick with the same Bird / Quacker metaphor as in the previous post, but we’ll now implement our duck class in PyDuck.py:

"""
PyDuck.py
"""

def quack():
    print "Python Quack"

Now how can we call Python from C++? It turns out that Boost.Python defines operator() for the object class, so calling Python is relatively easy.  But things become more difficult if we want to maintain a default implementation in C.

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Python Capsules

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Python Capsules are useful for passing C pointers between different Python modules.  In particular, one can encapsulate a C function pointer in one module and unpack and call it in another module.

To begin, suppose we have two Boost.Python modules:

  1. Bird, which has methods setQuack() and callQuack().
  2. CppDuck, which has a method getQuack().

Our goal will be to get a function pointer with CppDuck.getQuack(), set it in another module in Bird.setQuack(), and finally call it with Bird.callQuack().

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