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Numpy Beginner's Guide (Update)

You're reading from   Numpy Beginner's Guide (Update) Build efficient, high-speed programs using the high-performance NumPy mathematical library

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Product type Paperback
Published in Jun 2015
Publisher
ISBN-13 9781785281969
Length 348 pages
Edition 1st Edition
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Author (1):
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Ivan Idris Ivan Idris
Author Profile Icon Ivan Idris
Ivan Idris
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Table of Contents (16) Chapters Close

Preface 1. NumPy Quick Start FREE CHAPTER 2. Beginning with NumPy Fundamentals 3. Getting Familiar with Commonly Used Functions 4. Convenience Functions for Your Convenience 5. Working with Matrices and ufuncs 6. Moving Further with NumPy Modules 7. Peeking into Special Routines 8. Assuring Quality with Testing 9. Plotting with matplotlib 10. When NumPy Is Not Enough – SciPy and Beyond 11. Playing with Pygame A. Pop Quiz Answers B. Additional Online Resources C. NumPy Functions' References
Index

Time for action – decorating tests

We will apply the @setastest decorator directly to test functions. Then we will apply the same decorator to a method to disable it. Also, we will skip one of the tests and fail another. First, install nose in case you don't have it yet.

  1. Install nose with setuptools:
    $ [sudo] easy_install nose
    

    Or pip:

    $ [sudo] pip install nose
    
  2. Apply one function as being a test and another as not being a test:
    @setastest(False)
    def test_false():
       pass
    
    @setastest(True)
    def test_true():
       pass
  3. Skip tests with the @skipif decorator. Let's use a condition that always leads to a test being skipped:
    @skipif(True)
    def test_skip():
       pass
  4. Add a test function that always passes. Then, decorate it with the @knownfailureif decorator so that the test always fails:
    @knownfailureif(True)
    def test_alwaysfail():
         pass
  5. Define some test classes with methods that normally should be executed by nose:
    class TestClass():
       def test_true2(self):
          pass
    
    class TestClass2(...
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