This post is part of the Algorithms Problem Solving series.
Problem description
This is the Final Prices With a Special Discount in a Shop problem. The description looks like this:
Given the array prices where prices[i] is the price of the ith item in a shop. There is a special discount for items in the shop, if you buy the ith item, then you will receive a discount equivalent to prices[j] where j is the minimum index such that j > i and prices[j] <= prices[i], otherwise, you will not receive any discount at all.
Return an array where the ith element is the final price you will pay for the ith item of the shop considering the special discount.
Examples
Input: prices = [8,4,6,2,3]
Output: [4,2,4,2,3]
Input: prices = [1,2,3,4,5]
Output: [1,2,3,4,5]
Input: prices = [10,1,1,6]
Output: [9,0,1,6]
Solution
The solution idea is to iterate over the prices list and for each price, try to get a discount. If it has, apply the discount. Otherwise, the price stays the same.
I built a get_discount function passing the prices list, the index, and the current price.
To get the discount, we need to iterate through the list from the current index + 1 to the end of the prices list. If we find the first price that satisfies the rule, just return this price. If we didn't find any other price, just return 0.
Then we just need to apply the discount by subtracting the discount from the current price and add to the new list of prices with discount.
def final_prices(prices):
result = []
for index, price in enumerate(prices):
discount = get_discount(prices, index, price)
result.append(price - discount)
return result
def get_discount(prices, index, price):
for other_price in prices[index + 1:]:
if other_price <= price:
return other_price
return 0
We could also modify the prices list in-place.
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