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Given an array of integers temperatures represents the daily temperatures, return an array answer such that answer[i] is the number of days you have to wait after the ith day to get a warmer temperature. If there is no future day for which this is possible, keep answer[i] == 0 instead.

Example 1:

Input: temperatures = [73,74,75,71,69,72,76,73] Output: [1,1,4,2,1,1,0,0]

Example 2:

Input: temperatures = [30,40,50,60] Output: [1,1,1,0]

Example 3:

Input: temperatures = [30,60,90] Output: [1,1,0]

Constraints:

  • 1 <= temperatures.length <= 105
  • 30 <= temperatures[i] <= 100

Solution

class Solution:
    def dailyTemperatures(self, temperatures: List[int]) -> List[int]:
        # Initialize the result array with zeros
        result = [0] * len(temperatures)
        # Stack to keep track of the indices of temperatures
        stack = []

        for i, temp in enumerate(temperatures):
            # Pop indices from the stack as long as the current temperature is warmer
            # than the temperatures at those indices
            while stack and temperatures[stack[-1]] < temp:
                prev_index = stack.pop()
                result[prev_index] = i - prev_index
            # Push the current index onto the stack
            stack.append(i)

        return result

Thoughts

Initially thought of O(n^2) where you check each element with all remaining elements to get the solution, but using stacks we can reduce it to O(N) solution. ( both in time and space complexity)