[LeetCode] 554. Brick Wall

There is a brick wall in front of you. The wall is rectangular and has several rows of bricks. The bricks have the same height but different width. You want to draw a vertical line from the top to the bottom and cross the least bricks.
The brick wall is represented by a list of rows. Each row is a list of integers representing the width of each brick in this row from left to right.
If your line go through the edge of a brick, then the brick is not considered as crossed. You need to find out how to draw the line to cross the least bricks and return the number of crossed bricks.
You cannot draw a line just along one of the two vertical edges of the wall, in which case the line will obviously cross no bricks.
Example:
Input: 
[[1,2,2,1],
 [3,1,2],
 [1,3,2],
 [2,4],
 [3,1,2],
 [1,3,1,1]]
Output: 2
Explanation: 

Note:
  1. The width sum of bricks in different rows are the same and won't exceed INT_MAX.
  2. The number of bricks in each row is in range [1,10,000]. The height of wall is in range [1,10,000]. Total number of bricks of the wall won't exceed 20,000.

Thought process:
Iterate the bricks one by one. Use a hash map to keep track of prefix sum -> count. The prefix sum with the largest count is the position where the lease number of bricks are crossed.

Solution:

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class Solution {
    public int leastBricks(List<List<Integer>> wall) {
        Map<Integer, Integer> map = new HashMap<>();
        for (List<Integer> row : wall) {
            int prefixSum = 0;
            for (int i = 0; i < row.size() - 1; i++) {
                prefixSum += row.get(i);
                if (!map.containsKey(prefixSum)) {
                    map.put(prefixSum, 0);
                }
                map.put(prefixSum, map.get(prefixSum) + 1);
            }
        }
        
        int max = 0;
        for (int key : map.keySet()) {
            max = Math.max(max, map.get(key));
        }
        return wall.size() - max;
    }
}

Time complexity:
Say the height of the wall is h and width of the wall is w. Although I'm iterating brick by brick, the worst-case time complexity is O(hw).

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