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Secret Recipes of the Python Ninja

You're reading from   Secret Recipes of the Python Ninja Over 70 recipes that uncover powerful programming tactics in Python

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Product type Paperback
Published in May 2018
Publisher Packt
ISBN-13 9781788294874
Length 380 pages
Edition 1st Edition
Languages
Tools
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Toc

Table of Contents (17) Chapters Close

Title Page
Copyright and Credits
Packt Upsell
Foreword
Contributors
Preface
1. Working with Python Modules FREE CHAPTER 2. Utilizing the Python Interpreter 3. Working with Decorators 4. Using Python Collections 5. Generators, Coroutines, and Parallel Processing 6. Working with Python's Math Module 7. Improving Python Performance with PyPy 8. Python Enhancement Proposals 9. Documenting with LyX 1. Other Books You May Enjoy Index

Improving Python collections


This section is designed to showcase different ways to improve your coding methodology by using the various Python collections available to you. Not every collections datatype is represented, but some interesting use cases are explored for certain containers.

How to do it...

The following examples are separated by the particular collection they utilize. iPython will be used to interactively create these examples.

Default dictionaries

  1. For this example (book_catalog.py), we will create a simplified ordering scheme for book categories; the default_factory will be an anonymous function that returns a string:
    • The line 1 simply imports the collections module, allowing access to the defaultdict class.
    • The line 2 creates an instance of defaultdict. The argument for the factory is a simple string indicating that the selected item doesn't exist.
    • The lines 3line 6 create items for the dictionary.
    • The line 7 prints the default representation of the dictionary.
    • The line 8 is a...
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