Challenge: This article shows how to sort a Python list using the
key argument that takes a function object as an argument.
Quick Solution: You can use the lambda function to create the function on the fly as shown in the following example:
pairs = [(1, 'one'), (2, 'two'), (3, 'three'), (4, 'four')] # lexicographical sorting (ascending) pairs.sort(key=lambda pair: pair) print(pairs) # four
Explanation: The code uses the key argument and passes a lambda function into it.
list.sort() method takes another function as an optional
key argument that allows you to modify the default sorting behavior.
Explanation Key Argument
The key function is then called on each list element and returns another value based on which the sorting is done. Hence, the key function takes one input argument (a list element) and returns one output value (a value that can be compared).
There are two interesting features in the code you need to understand to fully grasp how it works:
- How to sort lexicographically in ascending order .
- How to use the lambda function.
Sorting in Ascending Order
First, we are not sorting by ascending integers, i.e., 1,2,3,4, but by ascending strings according to their position in the alphabet, i.e.,
'two'. So the second tuple element from the first list element is
Using the Lambda Function
Second, the lambda function seems to be an abstract concept. Yet, it is only old wine in a new bottle.
A lambda function is nothing but an anonymous function with a special syntax (find a thorough introduction of lambda functions in this Finxter blog article).
In short: The variable name(s) between the
lambda keyword and the colon (:) define the function arguments. The body after the colon uses the arguments to define the return value of the function.
You can go over the following Instagram tutorial (swipe right) to learn more about this Python feature:
In the puzzle, we use the lambda function as a key for the sorting function. The key defines that the list should be sorted after the second value of the tuple which is a string.
Python List Sort Video
This is one of the most popular Python puzzles on the Finxter app. Before I explain the output, try to come up with your own guess:
Exercise: What is the output of this puzzle?
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Where to Go From Here?
The lambda function is one element every Python master coder understands. Do you? If you struggle with basic Python features like this, download my Python cheat sheets. Print them. And post them to your office wall!
While working as a researcher in distributed systems, Dr. Christian Mayer found his love for teaching computer science students.
To help students reach higher levels of Python success, he founded the programming education website Finxter.com that has taught exponential skills to millions of coders worldwide. He’s the author of the best-selling programming books Python One-Liners (NoStarch 2020), The Art of Clean Code (NoStarch 2022), and The Book of Dash (NoStarch 2022). Chris also coauthored the Coffee Break Python series of self-published books. He’s a computer science enthusiast, freelancer, and owner of one of the top 10 largest Python blogs worldwide.
His passions are writing, reading, and coding. But his greatest passion is to serve aspiring coders through Finxter and help them to boost their skills. You can join his free email academy here.