Hard
Count Connected Components in LCM Graph — C++
Full explanation · Time O(n + tlogt) · Space O(t)
// Time: O(n + tlogt), t = threshold
// Space: O(t)
// union find, number theory
class UnionFind {
public:
UnionFind(int n)
: set_(n)
, rank_(n) {
iota(set_.begin(), set_.end(), 0);
}
int find_set(int x) {
if (set_[x] != x) {
set_[x] = find_set(set_[x]); // Path compression.
}
return set_[x];
}
bool union_set(int x, int y) {
x = find_set(x), y = find_set(y);
if (x == y) {
return false;
}
if (rank_[x] > rank_[y]) {
swap(x, y);
}
set_[x] = y; // Union by rank.
if (rank_[x] == rank_[y]) {
++rank_[y];
}
return true;
}
private:
vector<int> set_;
vector<int> rank_;
};
class Solution {
public:
int countComponents(vector<int>& nums, int threshold) {
UnionFind uf(threshold);
vector<int> lookup(threshold, -1);
int result = size(nums);
for (const auto& x : nums) {
if (x - 1 >= threshold) {
continue;
}
for (int i = x; i <= threshold; i += x) {
if (lookup[i - 1] == -1) {
lookup[i - 1] = x - 1;
continue;
}
if (uf.union_set(lookup[i - 1], x - 1)) {
--result;
}
if (i == x) {
break;
}
}
}
return result;
}
};
// Time: O(n + tlogt), t = threshold
// Space: O(t)
// union find, number theory
class Solution2 {
public:
int countComponents(vector<int>& nums, int threshold) {
UnionFind uf(threshold);
for (const auto& x : nums) {
if (x - 1 >= threshold) {
continue;
}
for (int i = x + x; i <= threshold; i += x) {
uf.union_set(i - 1, x - 1);
}
}
int result = 0;
for (const auto& x : nums) {
if (x - 1 >= threshold || uf.find_set(x - 1) == x - 1) {
++result;
}
}
return result;
}
};