Book Image

Learning NumPy Array

By : Ivan Idris
Book Image

Learning NumPy Array

By: Ivan Idris

Overview of this book

Table of Contents (14 chapters)
Learning NumPy Array
Credits
About the Author
About the Reviewers
www.PacktPub.com
Preface
Index

Debugging with IPython


Debugging is one of those tasks that we try to avoid by having good unit tests in place. Debugging can take a long time, and most likely, you don't have that time. Therefore, it is important to be systematic and know your tools well. After you have found the issue and implemented a fix, you should have a unit test in place. This way at least you will not have to go through the torture of debugging again.

We will debug some incorrect code that is trying to access an array element out of bounds:

import numpy

a = numpy.arange(7)
print a[8]

Proceed with the following steps:

  1. Run the faulty script in IPython.

    Start the ipython shell. Run the faulty script in IPython by issuing the following command:

    In [1]: %run buggy.py
    ---------------------------------------------------------------------------
    IndexError                                Traceback (most recent call last)
    .../site-packages/IPython/utils/py3compat.pyc in execfile(fname, *where)
        173             else:
        174...