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Modern Python Cookbook

You're reading from   Modern Python Cookbook 133 recipes to develop flawless and expressive programs in Python 3.8

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Product type Paperback
Published in Jul 2020
Publisher Packt
ISBN-13 9781800207455
Length 822 pages
Edition 2nd Edition
Languages
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Author (1):
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Steven F. Lott Steven F. Lott
Author Profile Icon Steven F. Lott
Steven F. Lott
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Toc

Table of Contents (18) Chapters Close

Preface 1. Numbers, Strings, and Tuples 2. Statements and Syntax FREE CHAPTER 3. Function Definitions 4. Built-In Data Structures Part 1: Lists and Sets 5. Built-In Data Structures Part 2: Dictionaries 6. User Inputs and Outputs 7. Basics of Classes and Objects 8. More Advanced Class Design 9. Functional Programming Features 10. Input/Output, Physical Format, and Logical Layout 11. Testing 12. Web Services 13. Application Integration: Configuration 14. Application Integration: Combination 15. Statistical Programming and Linear Regression 16. Other Books You May Enjoy
17. Index

Designing classes with lots of processing

Some of the time, an object will contain all of the data that defines its internal state. There are cases, however, where a class doesn't hold the data, but instead is designed to consolidate processing for data held in separate containers.

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

In Python, we have to make a design choice between a module and a class. A number of related operations can be implemented using a module with many functions. See Chapter 3, Function Definitions, for more information on this.

A class definition can be an alternative to a module with a number of functions. How can we design a class that makes use of Python's sophisticated built-in collections as separate objects?

Getting ready

In Chapter 4, Built...

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