Skip to content

2685. Count the Number of Complete Components 👍

  • Time: $O(|V| + |E|)$
  • Space: $O(|V| + |E|)$
 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
class UnionFind {
 public:
  UnionFind(int n) : id(n), rank(n), nodeCount(n, 1), edgeCount(n) {
    iota(id.begin(), id.end(), 0);
  }

  void unionByRank(int u, int v) {
    const int i = find(u);
    const int j = find(v);
    ++edgeCount[i];
    if (i == j)
      return;
    if (rank[i] < rank[j]) {
      id[i] = j;
      edgeCount[j] += edgeCount[i];
      nodeCount[j] += nodeCount[i];
    } else if (rank[i] > rank[j]) {
      id[j] = i;
      edgeCount[i] += edgeCount[j];
      nodeCount[i] += nodeCount[j];
    } else {
      id[i] = j;
      edgeCount[j] += edgeCount[i];
      nodeCount[j] += nodeCount[i];
      ++rank[j];
    }
  }

  int find(int u) {
    return id[u] == u ? u : id[u] = find(id[u]);
  }

  bool isComplete(int u) {
    return nodeCount[u] * (nodeCount[u] - 1) / 2 == edgeCount[u];
  }

 private:
  vector<int> id;
  vector<int> rank;
  vector<int> nodeCount;
  vector<int> edgeCount;
};

class Solution {
 public:
  int countCompleteComponents(int n, vector<vector<int>>& edges) {
    int ans = 0;
    UnionFind uf(n);
    unordered_set<int> parents;

    for (const vector<int>& edge : edges) {
      const int u = edge[0];
      const int v = edge[1];
      uf.unionByRank(u, v);
    }

    for (int i = 0; i < n; ++i) {
      const int parent = uf.find(i);
      if (parents.insert(parent).second && uf.isComplete(parent))
        ++ans;
    }

    return ans;
  }
};

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
class UnionFind {
  public UnionFind(int n) {
    id = new int[n];
    rank = new int[n];
    nodeCount = new int[n];
    edgeCount = new int[n];
    for (int i = 0; i < n; ++i) {
      id[i] = i;
      nodeCount[i] = 1;
    }
  }

  public void unionByRank(int u, int v) {
    final int i = find(u);
    final int j = find(v);
    ++edgeCount[i];
    if (i == j)
      return;
    if (rank[i] < rank[j]) {
      id[i] = j;
      edgeCount[j] += edgeCount[i];
      nodeCount[j] += nodeCount[i];
    } else if (rank[i] > rank[j]) {
      id[j] = i;
      edgeCount[i] += edgeCount[j];
      nodeCount[i] += nodeCount[j];
    } else {
      id[i] = j;
      edgeCount[j] += edgeCount[i];
      nodeCount[j] += nodeCount[i];
      ++rank[j];
    }
  }

  public int find(int u) {
    return id[u] == u ? u : (id[u] = find(id[u]));
  }

  public boolean isComplete(int u) {
    return nodeCount[u] * (nodeCount[u] - 1) / 2 == edgeCount[u];
  }

  private int[] id;
  private int[] rank;
  private int[] nodeCount;
  private int[] edgeCount;
}

class Solution {
  public int countCompleteComponents(int n, int[][] edges) {
    int ans = 0;
    UnionFind uf = new UnionFind(n);
    Set<Integer> parents = new HashSet<>();

    for (int[] edge : edges) {
      final int u = edge[0];
      final int v = edge[1];
      uf.unionByRank(u, v);
    }

    for (int i = 0; i < n; ++i) {
      final int parent = uf.find(i);
      if (parents.add(parent) && uf.isComplete(parent))
        ++ans;
    }

    return ans;
  }
}

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
class UnionFind:
  def __init__(self, n: int):
    self.id = list(range(n))
    self.rank = [0] * n
    self.nodeCount = [1] * n
    self.edgeCount = [0] * n

  def unionByRank(self, u: int, v: int) -> None:
    i = self.find(u)
    j = self.find(v)
    self.edgeCount[i] += 1
    if i == j:
      return
    if self.rank[i] < self.rank[j]:
      self.id[i] = j
      self.edgeCount[j] += self.edgeCount[i]
      self.nodeCount[j] += self.nodeCount[i]
    elif self.rank[i] > self.rank[j]:
      self.id[j] = i
      self.edgeCount[i] += self.edgeCount[j]
      self.nodeCount[i] += self.nodeCount[j]
    else:
      self.id[i] = j
      self.edgeCount[j] += self.edgeCount[i]
      self.nodeCount[j] += self.nodeCount[i]
      self.rank[j] += 1

  def find(self, u: int) -> int:
    if self.id[u] != u:
      self.id[u] = self.find(self.id[u])
    return self.id[u]

  def isComplete(self, u):
    return self.nodeCount[u] * (self.nodeCount[u] - 1) // 2 == self.edgeCount[u]


class Solution:
  def countCompleteComponents(self, n: int, edges: List[List[int]]) -> int:
    ans = 0
    uf = UnionFind(n)
    parents = set()

    for u, v in edges:
      uf.unionByRank(u, v)

    for i in range(n):
      parent = uf.find(i)
      if parent not in parents and uf.isComplete(parent):
        ans += 1
        parents.add(parent)

    return ans