Yos Riady software craftsman 🌱

Python List Comprehension

Python list comprehensions are handy shorthands to construct lists in a concise way. It’s like a DSL for building lists!

Let’s start with a simple example. Can you tell what list this code generates?

[n for n in range(10) if (n%2 == 0)]

List comprehensions follow the following syntax:

new_list = [element for element in input_list if some_condition]

Here’s a dictionary comprehension:

my_dict = [dict((k, some_func(k)) for k in input_list]

Constructing a 2d array using nested list comprehensions:

x = [[i*j for i in range(10)] for j in range(10)]
# Creates a 10x10 array (which can depend on i and j if you want)

For kicks, here’s Project Euler Problem 6, solved with list comprehension:

Find the difference between the sum of the squares of the first one hundred natural numbers and the square of the sum.

a = sum([n**2 for n in xrange(101)])
b = sum(xrange(101))**2
print abs(a-b)

To sum up, python list comprehension are super awesome and you should use it in your projects.

Additional reading:


Here’s the answer to the first question, if you haven’t figured it out:

evens = [n for n in range(10) if (n%2 == 0)]
print evens #[0, 2, 4, 6, 8]


Yos is a software craftsman based in Singapore.

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