Furthest building you can reach

August 30, 2022

heap

Problem URL: Furthest building you can reach

We will take the ladders for the longest obstackles. First we take the obstackles in a heap, then take the smallest, if the diff is less than or equals to the bricks, we take the bricks, else we take the ladder. That means, we are already in the place where we can't go further, so we return that index. If we could iterate over the entire length, the we return the last index.

class Solution:
    def furthestBuilding(self, heights: List[int], bricks: int, ladders: int) -> int:
        n = len(heights)
        q = []
        for i in range(n-1):
            diff = heights[i+1] - heights[i]
            if diff <= 0:
                continue
            if len(q) == ladders:
                heapq.heappush(q, diff)

                smallest_cost = heapq.heappop(q)
                bricks -= smallest_cost

                if bricks < 0:
                    return max(0, i)

            elif len(q) < ladders:
                heapq.heappush(q, diff)

            else:
                return max(0, i)
        return n-1

Time Complexity: O(nlog(l)), n is the number of building, l is the number of ladders
Space Complexity: O(l)