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Modular Programming with Python

You're reading from   Modular Programming with Python Introducing modular techniques for building sophisticated programs using Python

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Product type Paperback
Published in May 2016
Publisher Packt
ISBN-13 9781785884481
Length 246 pages
Edition 1st Edition
Languages
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Author (1):
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Erik Westra Erik Westra
Author Profile Icon Erik Westra
Erik Westra
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Table of Contents (11) Chapters Close

Preface 1. Introducing Modular Programming 2. Writing Your First Modular Program FREE CHAPTER 3. Using Modules and Packages 4. Using Modules for Real-World Programming 5. Working with Module Patterns 6. Creating Reusable Modules 7. Advanced Module Techniques 8. Testing and Deploying Modules 9. Modular Programming as a Foundation for Good Programming Technique Index

Abstraction

Abstraction is another very general programming pattern that applies to more than just modular programming. Abstraction is essentially the process of hiding complexity: separating what you want to do from how to do it.

Abstraction is absolutely fundamental to all computer programming. Imagine, for example, that you had to write a program that calculates two averages and then figures out the difference between the two. A simplistic implementation of this program might look something like the following:

values_1 = [...]
values_2 = [...]

total_1 = 0
for value in values_1:
    total = total + value
average_1 = total / len(values_1)

total_2 = 0
for value in values_2:
    total = total + value
average_2 = total / len(values_2)

difference = abs(total_1 - total-2)
print(difference)

As you can see, the code that calculates the average of a list of numbers is repeated twice. This is inefficient, so you would normally write a function to avoid repeating yourself. This can be done in the...

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