[Leetcode] The Skyline Problem 天际线问题

hidogs 发布于2019-08-14 12:34 / 2021人阅读

摘要：遍历时，通过一个堆来得知当前图形的最高位置。堆顶是所有顶点中最高的点，只要这个点没被移出堆，说明这个最高的矩形还没结束。对于左顶点，我们将其加入堆中。

The Skyline Problem

A city"s skyline is the outer contour of the silhouette formed by all the buildings in that city when viewed from a distance. Now suppose you are given the locations and height of all the buildings as shown on a cityscape photo (Figure A), write a program to output the skyline formed by these buildings collectively (Figure B).


 Buildings  Skyline Contour The geometric information of each building is represented by a triplet of integers [Li, Ri, Hi], where Li and Ri are the x coordinates of the left and right edge of the ith building, respectively, and Hi is its height. It is guaranteed that 0 ≤ Li, Ri ≤ INT_MAX, 0 < Hi ≤ INT_MAX, and Ri - Li > 0. You may assume all buildings are perfect rectangles grounded on an absolutely flat surface at height 0.
For instance, the dimensions of all buildings in Figure A are recorded as: [ [2 9 10], [3 7 15], [5 12 12], [15 20 10], [19 24 8] ] .
The output is a list of "key points" (red dots in Figure B) in the format of [ [x1,y1], [x2, y2], [x3, y3], ... ] that uniquely defines a skyline. A key point is the left endpoint of a horizontal line segment. Note that the last key point, where the rightmost building ends, is merely used to mark the termination of the skyline, and always has zero height. Also, the ground in between any two adjacent buildings should be considered part of the skyline contour.
For instance, the skyline in Figure B should be represented as:[ [2 10], [3 15], [7 12], [12 0], [15 10], [20 8], [24, 0] ].
Notes:
The number of buildings in any input list is guaranteed to be in the range [0, 10000]. The input list is already sorted in ascending order by the left x position Li. The output list must be sorted by the x position. There must be no consecutive horizontal lines of equal
height in the output skyline. For instance, [...[2 3], [4 5], [7 5], [11 5], [12 7]...] is not acceptable; the three lines of height 5 should be merged into one in the final output as such: [...[2 3], [4 5], [12 7], ...]

排序+堆 复杂度

时间 O(NlogN) 空间 O(N)

思路

如果按照一个矩形一个矩形来处理将会非常麻烦，我们可以把这些矩形拆成两个点，一个左上顶点，一个右上顶点。将所有顶点按照横坐标排序后，我们开始遍历这些点。遍历时，通过一个堆来得知当前图形的最高位置。堆顶是所有顶点中最高的点，只要这个点没被移出堆，说明这个最高的矩形还没结束。对于左顶点，我们将其加入堆中。对于右顶点，我们找出堆中其相应的左顶点，然后移出这个左顶点，同时也意味这这个矩形的结束。具体代码中，为了在排序后的顶点列表中区分左右顶点，左顶点的值是正数，而右顶点值则存的是负数。

注意

堆中先加入一个零点高度，帮助我们在只有最矮的建筑物时选择最低值

代码

public class Solution {
    public List getSkyline(int[][] buildings) {
        List result = new ArrayList<>();
        List height = new ArrayList<>();
        // 拆解矩形，构建顶点的列表
        for(int[] b:buildings) {
            // 左顶点存为负数
            height.add(new int[]{b[0], -b[2]});
            // 右顶点存为正数
            height.add(new int[]{b[1], b[2]});
        }
        // 根据横坐标对列表排序，相同横坐标的点纵坐标小的排在前面
        Collections.sort(height, new Comparator(){
            public int compare(int[] a, int[] b){
                if(a[0] != b[0]){
                    return a[0] - b[0];
                } else {
                    return a[1] - b[1];
                }
            }
        });
        // 构建堆，按照纵坐标来判断大小
        Queue pq = new PriorityQueue(11, new Comparator(){
            public int compare(Integer i1, Integer i2){
                return i2 - i1;
            }
        });
        // 将地平线值9先加入堆中
        pq.offer(0);
        // prev用于记录上次keypoint的高度
        int prev = 0;
        for(int[] h:height) {
            // 将左顶点加入堆中
            if(h[1] < 0) {
                pq.offer(-h[1]);
            } else {
            // 将右顶点对应的左顶点移去
                pq.remove(h[1]);
            }
            int cur = pq.peek();
            // 如果堆的新顶部和上个keypoint高度不一样，则加入一个新的keypoint
            if(prev != cur) {
                result.add(new int[]{h[0], cur});
                prev = cur;
            }
        }
        return result;
    }
}

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