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Modern Python Cookbook

You're reading from   Modern Python Cookbook The latest in modern Python recipes for the busy modern programmer

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Product type Paperback
Published in Nov 2016
Publisher Packt
ISBN-13 9781786469250
Length 692 pages
Edition 1st Edition
Languages
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Toc

Table of Contents (12) Chapters Close

Preface 1. Numbers, Strings, and Tuples 2. Statements and Syntax FREE CHAPTER 3. Function Definitions 4. Built-in Data Structures – list, set, dict 5. User Inputs and Outputs 6. Basics of Classes and Objects 7. More Advanced Class Design 8. Input/Output, Physical Format, and Logical Layout 9. Testing 10. Web Services 11. Application Integration

Designing classes with lots of processing


Most of the time, an object will contain all of the data that defines its internal state. However, this isn't always true. There are cases where a class doesn't really need to hold the data, but instead can hold the processing.

Some prime examples of this design are statistical processing algorithms, which are often outside the data being analyzed. The data might be in a list or Counter object. The processing might be a separate class.

In Python, of course, this kind of processing is often implemented using functions. See Chapter 3, Function Definitions for more information on this. In some languages, all code must take the form of a class, leading to some extra complexity.

How can we design a class that makes use of Python's array of sophisticated built-in collections?

Getting ready

In Chapter 4, Built-in Data Structures – list, set, dict, specifically the Using set methods and operators recipe, we looked at a statistical process called the Coupon Collector...

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