Code Explanation:
1. Importing the reduce Function
from functools import reduce
reduce() is a function from the functools module.
It applies a function cumulatively to the items of a sequence (like a list), reducing it to a single value.
Example: reduce(lambda x, y: x + y, [1, 2, 3]) → (((1+2)+3)) = 6
2. Creating a List of Numbers
nums = [1, 2, 3, 4]
A list named nums is created with the elements [1, 2, 3, 4].
3. Calculating Product of All Elements
prod = reduce(lambda x, y: x * y, nums)
The lambda function multiplies two numbers: lambda x, y: x * y
reduce() applies this repeatedly:
Step 1: 1 × 2 = 2
Step 2: 2 × 3 = 6
Step 3: 6 × 4 = 24
So, prod = 24
4. Calculating Sum with an Initial Value
s = reduce(lambda x, y: x + y, nums, 5)
Here, reduce() starts with the initial value 5.
Then it adds all elements of nums one by one:
Step 1: 5 + 1 = 6
Step 2: 6 + 2 = 8
Step 3: 8 + 3 = 11
Step 4: 11 + 4 = 15
So, s = 15
5. Printing the Results
print(prod, s)
Prints both omputed values:
24 15
Final Output
24 15
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