31. List Comprehensions
List Comprehensions
List Comprehensions
In Python, you can create lists really quickly and concisely with list comprehensions. This example from earlier:
capitalized_cities = []
for city in cities:
capitalized_cities.append(city.title())
can be reduced to:
capitalized_cities = [city.title() for city in cities]
List comprehensions allow us to create a list using a
for
loop in one step.
You create a list comprehension with brackets
[]
, including an expression to evaluate for each element in an iterable. This list comprehension above calls
city.title()
for each element
city
in
cities
, to create each element in the new list,
capitalized_cities
.
Conditionals in List Comprehensions
You can also add conditionals to list comprehensions (listcomps). After the iterable, you can use the
if
keyword to check a condition in each iteration.
squares = [x**2 for x in range(9) if x % 2 == 0]
The code above sets
squares
equal to the list [0, 4, 16, 36, 64], as x to the power of 2 is only evaluated if x is even. If you want to add an
else
, you will get a syntax error doing this.
squares = [x**2 for x in range(9) if x % 2 == 0 else x + 3]
If you would like to add
else
, you have to move the conditionals to the beginning of the listcomp, right after the expression, like this.
squares = [x**2 if x % 2 == 0 else x + 3 for x in range(9)]
List comprehensions are not found in other languages, but are very common in Python.