#2421
Hard Algorithms Number of good paths
Array Hash Table Tree Union-Find Graph Theory Sorting
56.3% acceptance
Feb 25, 2026
2445
113
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:
The starting node and the ending node have the same value.
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.
A single node is also considered as a valid path.
Solution
Rust
Time O(n * m)
Space O(n * m)
impl Solution {
pub fn number_of_good_paths(vals: Vec<i32>, edges: Vec<Vec<i32>>) -> i32 {
let n = vals.len();
let mut adj: Vec<Vec<usize>> = vec![vec![]; n];
for e in &edges {
adj[e[0] as usize].push(e[1] as usize);
adj[e[1] as usize].push(e[0] as usize);
}
let mut parent: Vec<usize> = (0..n).collect();
// cnt[root] = number of nodes in this component that have val == vals[root]
let mut cnt: Vec<i32> = vec![1; n];
fn find(p: &mut Vec<usize>, x: usize) -> usize {
if p[x] != x {
p[x] = find(p, p[x]);
}
p[x]
}
fn union(p: &mut Vec<usize>, cnt: &mut Vec<i32>, a: usize, b: usize, vals: &[i32]) -> i32 {
let ra = find(p, a);
let rb = find(p, b);
if ra == rb {
return 0;
}
let mut added = 0i32;
// Only count pairs if both roots have the same value
if vals[ra] == vals[rb] {
added = cnt[ra] * cnt[rb];
let ca = cnt[ra];
let cb = cnt[rb];
p[rb] = ra;
cnt[ra] = ca + cb;
} else if vals[ra] > vals[rb] {
// ra has larger val, rb's val-count doesn't contribute
p[rb] = ra;
// cnt[ra] unchanged
} else {
// rb has larger val
p[ra] = rb;
// cnt[rb] unchanged
}
added
}
// Sort nodes by value
let mut order: Vec<usize> = (0..n).collect();
order.sort_by_key(|&i| vals[i]);
let mut ans = n as i32; // all single-node paths
for &u in &order {
for &v in &adj[u] {
if vals[v] <= vals[u] {
ans += union(&mut parent, &mut cnt, u, v, &vals);
}
}
}
ans
}
}