Book Image

Modern Python Standard Library Cookbook

By : Alessandro Molina
Book Image

Modern Python Standard Library Cookbook

By: Alessandro Molina

Overview of this book

The Python 3 Standard Library is a vast array of modules that you can use for developing various kinds of applications. It contains an exhaustive list of libraries, and this book will help you choose the best one to address specific programming problems in Python. The Modern Python Standard Library Cookbook begins with recipes on containers and data structures and guides you in performing effective text management in Python. You will find Python recipes for command-line operations, networking, filesystems and directories, and concurrent execution. You will learn about Python security essentials in Python and get to grips with various development tools for debugging, benchmarking, inspection, error reporting, and tracing. The book includes recipes to help you create graphical user interfaces for your application. You will learn to work with multimedia components and perform mathematical operations on date and time. The recipes will also show you how to deploy different searching and sorting algorithms on your data. By the end of the book, you will have acquired the skills needed to write clean code in Python and develop applications that meet your needs.
Table of Contents (21 chapters)
Title Page
Copyright and Credits
Packt Upsell
Contributors
Preface
Index

Flattening a list of lists


When you have multiple nested lists, you often need to just iterate over all the items contained in the lists without much interest in the depth at which they are actually stored.

Say you have this list:

values = [['a', 'b', 'c'],
          [1, 2, 3],
          ['X', 'Y', 'Z']]

If you just want to grab all the items within it, you really don't want to iterate over the lists within the list and then on the items of each one of them. We just want the leaf items and we don't care at all that they are in a list within a list.

How to do it...

What we want to do is just join all the lists into a single iterable that will yield the items themselves, as we are talking about iterators, the itertools module has the right function that will allow us to chain all the lists as if they were a single one:

>>> import itertools
>>> chained = itertools.chain.from_iterable(values)

The resulting chained iterator will yield the underlying items, one by one, when consumed...