Skip to Content
Learn Python by Building Data Science Applications
book

Learn Python by Building Data Science Applications

by Philipp Kats, David Katz
August 2019
Beginner
482 pages
12h 56m
English
Packt Publishing
Content preview from Learn Python by Building Data Science Applications

defaultdict

defaultdict lives in the built-in collections module. It has a default value set upon creation, and if a missing key is passed, it will return this default value instead of raising KeyError. While this behavior can be achieved through the get method of an ordinary dictionary, defaultdict performs twice as quickly as those that have missing values. In the following snippet, we define a dictionary that will return an empty string if the key value is missing:

from collections import defaultdictd = defaultdict(str) # returns empty string as default valued['name'] = 'John'

Now, let's get the values out:

>>> d['name']John>>>d['surname']>>> ''

As you can see, defaultdict does not raise KeyError if the key is missing. Instead, it passes ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Start your free trial

You might also like

Python for Data Science

Python for Data Science

Yuli Vasiliev
Introduction to Machine Learning with Python

Introduction to Machine Learning with Python

Andreas C. Müller, Sarah Guido

Publisher Resources

ISBN: 9781789535365Supplemental Content