In Python, you can unpack a list of lists using a combination of list unpacking and list comprehensions. List unpacking allows you to extract the elements from nested lists into a single flat list. Here’s how you can do it:
Let’s say you have a list of lists like this:
list_of_lists = [[1, 2, 3], [4, 5, 6], [7, 8, 9]]
To unpack this list of lists into a single flat list, you can use a list comprehension along with the for
loop:
flat_list = [item for sublist in list_of_lists for item in sublist]
- We use a list comprehension to iterate over each sublist in the
list_of_lists
. - For each
sublist
, we use another loop to iterate over eachitem
in thesublist
. - The
item
is added to theflat_list
for each iteration, resulting in a single flat list.
After running the above code, the flat_list
will be [1, 2, 3, 4, 5, 6, 7, 8, 9]
.
Now, if you have a list of lists with different lengths, the same approach will work and it will flatten the list of lists:
list_of_lists = [[1, 2], [3, 4, 5], [6], [7, 8, 9, 10]]
flat_list = [item for sublist in list_of_lists for item in sublist]
After running this code, the flat_list
will be [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
.
Unpack a list of lists Python example
Here’s a step-by-step example of unpacking a list of lists in Python:
# Define a list of lists
list_of_lists = [[1, 2, 3], [4, 5, 6], [7, 8, 9]]
# Create an empty list to store the unpacked elements
flat_list = []
# Using nested loops, unpack the elements from the list of lists
for sublist in list_of_lists:
for item in sublist:
flat_list.append(item)
# Display the result
print(flat_list)
Output:
How do I make a flat list out of a list of lists?
Answer: To flatten a list of lists and convert it into a single flat list, you can use various methods in Python. Here are some common approaches:
Using List Comprehension:
list_of_lists = [[1, 2, 3], [4, 5], [6, 7, 8]]
flat_list = [item for sublist in list_of_lists for item in sublist]
print(flat_list)
Using itertools.chain.from_iterable
:
import itertools
list_of_lists = [[1, 2, 3], [4, 5], [6, 7, 8]]
flat_list = list(itertools.chain.from_iterable(list_of_lists))
print(flat_list)
Using sum()
function with an empty list:
list_of_lists = [[1, 2, 3], [4, 5], [6, 7, 8]]
flat_list = sum(list_of_lists, [])
print(flat_list)
These methods work by iterating through each sublist and appending its elements to the flat_list. You can choose any of these methods based on your preference and coding style. The first method using list comprehension is the most common and is considered Pythonic.
Note: IDE: PyCharm 2021.3.3 (Community Edition)
Windows 10
Python 3.10.1
All Python Examples are in Python 3, so Maybe its different from python 2 or upgraded versions.