Using collections in Python
You read about built-in collections in Chapter 2, Python Structures. You saw list
, dict
, tuple
, and set
, but sometimes, those collections are not enough. The Python Standard Library comes with modules and collections that provide a number of advanced structures that can greatly simplify our code in common situations. Now, you will explore how you can use Counter
, defaultdict
, and ChainMap
.
The counter class
Counter
is a class that allows us to count hashable objects. It has keys and values as a dictionary (it actually inherits from dict
) to store objects as keys and the number of occurrences in values. A Counter
object can be created either with the list of objects that you want to count or with a dictionary that already contains the mapping of objects to their count. Once you have a counter instance created, you can get information about the count of objects, such as getting the most common ones or the count of a specific object.