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You're reading from  Learning NumPy Array

Product typeBook
Published inJun 2014
Reading LevelIntermediate
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ISBN-139781783983902
Edition1st Edition
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Ivan Idris
Ivan Idris
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Ivan Idris

Ivan Idris has an MSc in experimental physics. His graduation thesis had a strong emphasis on applied computer science. After graduating, he worked for several companies as a Java developer, data warehouse developer, and QA analyst. His main professional interests are business intelligence, big data, and cloud computing. Ivan Idris enjoys writing clean, testable code and interesting technical articles. Ivan Idris is the author of NumPy 1.5. Beginner's Guide and NumPy Cookbook by Packt Publishing.
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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...
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Learning NumPy Array
Published in: Jun 2014Publisher: ISBN-13: 9781783983902

Author (1)

author image
Ivan Idris

Ivan Idris has an MSc in experimental physics. His graduation thesis had a strong emphasis on applied computer science. After graduating, he worked for several companies as a Java developer, data warehouse developer, and QA analyst. His main professional interests are business intelligence, big data, and cloud computing. Ivan Idris enjoys writing clean, testable code and interesting technical articles. Ivan Idris is the author of NumPy 1.5. Beginner's Guide and NumPy Cookbook by Packt Publishing.
Read more about Ivan Idris