Python- List Comprehension

List

Before going to list comprehension you should know about at least  List and loops , If you wants to read that then click that link and comeback for better understanding.

List Comprehension:

Create a new list from any iterables  like tuples, list, string etc. Each elements accessed and evaluated using expression   that will return a new list with new elements.

Syntax::
mylist = [elm for elm in data_list]

Above is the simple syntax for list comprehension .Let’s see one example .

Example:
data_list = [10,11,12,13,14]
my_list = [elm for elm in data_list]
print (my_list)

Output:
[10, 11, 12, 13, 14]

Explanation:

Here we used a for loop iterating over a list and printing all the element inside that list.

So here we are not using any expression to evaluate or modify that element.

Syntax with expression:
mylist = [expression(elm) for elm in data_list]

Now you are thinking what is that ? look the below example to know more,

Example:  Multiply two with each number inside the list.

data_list = [10,11,12,13,14]
my_list = [elm*2 for elm in data_list]
print (my_list)


Output:: [20, 22, 24, 26, 28]

Explanation:

Here we multiplied by  2 with that element and get a new list, so here it is called list comprehension , where we used one line for loop without writing lines of code.

List Comprehension with Conditions:

Here we will see how to use if conditions inside list comprehension.

Lets look below for an example.

Example - Find odd numbers from the given list?

num_list = [2,3,5,11,10,12,13]
odd_nums = [number for number in num_list if number%2 != 0]
print (odd_nums)

Output:[3, 5, 11, 13]

Explanation:

In the above example we passed a number list and then used a if  condition  to find the odd numbers.

So it will first run the loop then check that element with if condition , if it is true then store that element inside the list .It will check till the last element inside the list. 

Benefit of List Comprehension:

  • Very less lines of code.
  • If less line of code then it can can save you time and space.
  • One line for code for multiline conditions and for loop.

Cons of List Comprehension:

  • We cannot use it for more complex code.
  • As it is one line with more expression so it is not user friendly. 

Happy Learning Keep learning.

 

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