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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
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Author (1):
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Cody Jackson Cody Jackson
Author Profile Icon Cody Jackson
Cody Jackson
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Table of Contents (11) Chapters Close

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 10. Other Books You May Enjoy

Using the itertools module


Beyond just the standard iteration protocol, Python also provides the itertools module. This module provides a number of iterator building blocks that, used singly or in combination, can create specialized iteration tools for efficient looping.

How to do it...

There are three main categories of itertools: infinite iterators, combinatoric iterators, and iterators that terminate on the shortest input sequence.

Infinite iterators

Infinite iterators return values repeatedly until a terminating condition is reached:

  1. The count(start=0, step=1) function returns evenly spaced values that start at the start argument provided. Stepping is provided to allow skipping values. This function is frequently used with map() to generate consecutive data points. When used with zip(), it can be used to add sequence numbers:

    • In this example, we import the count() function from the itertools module in line 54.
    • In line 55, we create a counting loop, starting with the integer 5 and a stepping...
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