Code Explanation:
1. Importing reduce Function
from functools import reduce
The reduce() function is part of the functools module in Python.
reduce() applies a function cumulatively to the items of an iterable (like a list), from left to right, reducing the iterable to a single value.
Example: reduce(lambda x, y: x + y, [1, 2, 3]) results in ((1 + 2) + 3) = 6.
2. Defining the List
nums = [1, 2, 3, 4]
This creates a list named nums containing four integers: [1, 2, 3, 4].
3. Applying reduce with a Lambda Function
res = reduce(lambda acc, x: acc - x, nums)
reduce() will use the lambda function to combine all elements of nums one by one.
The lambda function: lambda acc, x: acc - x takes two arguments:
acc is the accumulated result so far
x is the current item in the list
Step-by-step Breakdown:
Starting with the first two elements:
Step 1: acc = 1, x = 2 → 1 - 2 = -1
Step 2: acc = -1, x = 3 → -1 - 3 = -4
Step 3: acc = -4, x = 4 → -4 - 4 = -8
Final result: res = -8
4. Printing the Result
print(res)
This outputs the final reduced result to the console:
Final Output
-8
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