""" Given an array of integers, return a new array such that each element at index i of the new array is the product of all the numbers in the original array except the one at i. For example, if the input is [1, 2, 3, 4, 5], the expected output is [120, 60, 40, 30, 24]. Follow-up: What if you can't use division? """ def product(arr: list[int]) -> list[int]: # first we calculate prefix/suffix. We add a spot with multiplicative identity (1) for convenience. prefix = [1]*len(arr) suffix = [1]*len(arr) p = 1 for i in range(0, len(arr)-1): p *= arr[i] prefix[i+1] = p p = 1 for i in range(len(arr)-1, 0, -1): p *= arr[i] suffix[i-1] = p ans = [1]*len(arr) for i in range(len(ans)): ans[i] = prefix[i] * suffix[i] return ans # --- tests --- assert product([2, 3, 4, 5]) == [60, 40, 30, 24] assert product([1, 2, 3, 4, 5]) == [120, 60, 40, 30, 24] assert product([1, 2]) == [2, 1] # zero cases assert product([0, 1, 2, 3]) == [6, 0, 0, 0] assert product([0, 0, 2, 3]) == [0, 0, 0, 0] # single element assert product([5]) == [1] print("All tests passed!")