Step-by-Step Explanation
1. Define the List
nums = [1, 2, 3, 4]
A list called nums is defined with the elements [1, 2, 3, 4].
This is the input list we will process using the map() function.
2. Map with lambda to Square Each Element
result = list(map(lambda x: x * x, nums))
What is map()?
map() applies a function to each item in an iterable (in this case, nums) and returns a map object.
Syntax:
map(function, iterable)
function: A function that will be applied to each element.
iterable: A list (or other iterable) whose elements will be processed.
Lambda Function
lambda x: x * x
This is a lambda function, which is a short anonymous function.
It takes a single argument x and returns
(the square of x).
Applying map()
map(lambda x: x * x, nums)
map() applies the lambda function lambda x: x * x to each element of the list nums.
Convert the Map Object to a List
list(map(lambda x: x * x, nums))
The map() function returns a map object by default, which is an iterator.
We convert this iterator into a list using list().
After conversion, the result becomes: [1, 4, 9, 16].
So now:
result = [1, 4, 9, 16]
3. Calculate the Sum of the Mapped Results
result = sum(result)
What is sum()?
The built-in sum() function computes the sum of all elements in the given list.
Apply it to the List
We now compute:
sum([1, 4, 9, 16])
result = 30
4. Print the Final Result
print(result)
This will output the computed sum of the squares.
Final Output
The program will print:
30
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