2023-01-15 Daily Challenge

Today I have done leetcode's January LeetCoding Challenge with cpp.

January LeetCoding Challenge 15

Description

Number of Good Paths

There is a tree (i.e. a connected, undirected graph with no cycles) consisting of n nodes numbered from 0 to n - 1 and exactly n - 1 edges.

You are given a 0-indexed integer array vals of length n where vals[i] denotes the value of the ith node. You are also given a 2D integer array edges where edges[i] = [ai, bi] denotes that there exists an undirected edge connecting nodes ai and bi.

A good path is a simple path that satisfies the following conditions:

  1. The starting node and the ending node have the same value.
  2. All nodes between the starting node and the ending node have values less than or equal to the starting node (i.e. the starting node's value should be the maximum value along the path).

Return the number of distinct good paths.

Note that a path and its reverse are counted as the same path. For example, 0 -> 1 is considered to be the same as 1 -> 0. A single node is also considered as a valid path.

 

Example 1:

Input: vals = [1,3,2,1,3], edges = [[0,1],[0,2],[2,3],[2,4]]
Output: 6
Explanation: There are 5 good paths consisting of a single node.
There is 1 additional good path: 1 -> 0 -> 2 -> 4.
(The reverse path 4 -> 2 -> 0 -> 1 is treated as the same as 1 -> 0 -> 2 -> 4.)
Note that 0 -> 2 -> 3 is not a good path because vals[2] > vals[0].

Example 2:

Input: vals = [1,1,2,2,3], edges = [[0,1],[1,2],[2,3],[2,4]]
Output: 7
Explanation: There are 5 good paths consisting of a single node.
There are 2 additional good paths: 0 -> 1 and 2 -> 3.

Example 3:

Input: vals = [1], edges = []
Output: 1
Explanation: The tree consists of only one node, so there is one good path.

 

Constraints:

  • n == vals.length
  • 1 <= n <= 3 * 104
  • 0 <= vals[i] <= 105
  • edges.length == n - 1
  • edges[i].length == 2
  • 0 <= ai, bi < n
  • ai != bi
  • edges represents a valid tree.

Solution

auto speedup = [](){
  cin.tie(nullptr);
  cout.tie(nullptr);
  ios::sync_with_stdio(false);
  return 0;
}();

struct UnionSet {
  vector<int> parent;
public:
  UnionSet(int size): parent(size) {
    for(int i = 0; i < size; ++i) {
      parent[i] = i;
    }
  }

  int find(int x) {
    if(parent[x] != x) parent[x] = find(parent[x]);
    return parent[x];
  }

  void merge(int x, int y) {
    x = find(x);
    y = find(y);
    parent[x] = y;
  }
};
class Solution {
  vector<vector<int>> neighbors;
public:
  int numberOfGoodPaths(vector<int>& vals, vector<vector<int>>& edges) {
    int len = vals.size();
    neighbors.resize(len);
    UnionSet us(len);

    map<int, vector<int>> nodes;
    for(int i = 0; i < len; ++i) {
      nodes[vals[i]].push_back(i);
    }
    for(const auto &edge : edges) {
      if(vals[edge[0]] >= vals[edge[1]]) {
        neighbors[edge[0]].push_back(edge[1]);
      }
      if(vals[edge[0]] <= vals[edge[1]]) {
        neighbors[edge[1]].push_back(edge[0]);
      }
    }

    int answer = len;
    for(const auto &[_val, nodes] : nodes) {
      for(auto node : nodes) {
        for(auto next : neighbors[node]) {
          us.merge(node, next);
        }
      }
      map<int, int> counts;
      for(auto node : nodes) {
        counts[us.find(node)] += 1;
      }
      for(const auto &[root, count] : counts) {
        answer += (count) * (count - 1) / 2;
      }
    }

    return answer;
  }
};

// Accepted
// 134/134 cases passed (627 ms)
// Your runtime beats 97.53 % of cpp submissions
// Your memory usage beats 82.68 % of cpp submissions (190.8 MB)