Code Explanation:
Importing the reduce Function
from functools import reduce
reduce() is a function from Python’s functools module.
It reduces a sequence (like a list) to a single cumulative value by repeatedly applying a function (like addition or multiplication) to its elements.
Creating a List
nums = [2, 4, 6]
A list named nums is created containing the integers 2, 4, and 6.
This will be used to perform reduction operations.
Calculating the Product Using reduce()
prod = reduce(lambda x, y: x * y, nums)
The lambda function here is lambda x, y: x * y, meaning it multiplies two numbers.
reduce() starts with the first two elements, multiplies them, then multiplies the result with the next element:
Step 1: 2 * 4 = 8
Step 2: 8 * 6 = 48
So, prod = 48
Result so far:
prod = 48
Appending a New Element
nums.append(3)
Adds the number 3 to the end of the list.
Now nums = [2, 4, 6, 3]
Using reduce() Again (This Time with a Start Value)
s = reduce(lambda x, y: x + y, nums, 5)
This time, the lambda function adds two numbers: lambda x, y: x + y
The third argument 5 is the initial value (start value) for the reduction.
Step-by-step addition:
Start = 5
5 + 2 = 7
7 + 4 = 11
11 + 6 = 17
17 + 3 = 20
So, s = 20
Result so far:
s = 20
Printing the Results
print(prod, s)
Prints the two calculated values on the same line separated by a space.
Output will be:
48 20
Final Output
48 20
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