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547. Number of Provinces
Description
There are n cities. Some of them are connected, while some are not. If city a is connected directly with city b, and city b is connected directly with city c, then city a is connected indirectly with city c.
A province is a group of directly or indirectly connected cities and no other cities outside of the group.
You are given an n x n matrix isConnected where isConnected[i][j] = 1 if the ith city and the jth city are directly connected, and isConnected[i][j] = 0 otherwise.
Return the total number of provinces.
Example 1:

Input: isConnected = [[1,1,0],[1,1,0],[0,0,1]] Output: 2
Example 2:

Input: isConnected = [[1,0,0],[0,1,0],[0,0,1]] Output: 3
Constraints:
1 <= n <= 200n == isConnected.lengthn == isConnected[i].lengthisConnected[i][j]is1or0.isConnected[i][i] == 1isConnected[i][j] == isConnected[j][i]
Solutions
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class Solution { private int[][] g; private boolean[] vis; public int findCircleNum(int[][] isConnected) { g = isConnected; int n = g.length; vis = new boolean[n]; int ans = 0; for (int i = 0; i < n; ++i) { if (!vis[i]) { dfs(i); ++ans; } } return ans; } private void dfs(int i) { vis[i] = true; for (int j = 0; j < g.length; ++j) { if (!vis[j] && g[i][j] == 1) { dfs(j); } } } } -
class Solution { public: int findCircleNum(vector<vector<int>>& isConnected) { int n = isConnected.size(); int ans = 0; bool vis[n]; memset(vis, false, sizeof(vis)); function<void(int)> dfs = [&](int i) { vis[i] = true; for (int j = 0; j < n; ++j) { if (!vis[j] && isConnected[i][j]) { dfs(j); } } }; for (int i = 0; i < n; ++i) { if (!vis[i]) { dfs(i); ++ans; } } return ans; } }; -
class Solution: def findCircleNum(self, isConnected: List[List[int]]) -> int: def dfs(i: int): vis[i] = True for j, x in enumerate(isConnected[i]): if not vis[j] and x: dfs(j) n = len(isConnected) vis = [False] * n ans = 0 for i in range(n): if not vis[i]: dfs(i) ans += 1 return ans -
func findCircleNum(isConnected [][]int) (ans int) { n := len(isConnected) vis := make([]bool, n) var dfs func(int) dfs = func(i int) { vis[i] = true for j, x := range isConnected[i] { if !vis[j] && x == 1 { dfs(j) } } } for i, v := range vis { if !v { ans++ dfs(i) } } return } -
function findCircleNum(isConnected: number[][]): number { const n = isConnected.length; const vis: boolean[] = new Array(n).fill(false); const dfs = (i: number) => { vis[i] = true; for (let j = 0; j < n; ++j) { if (!vis[j] && isConnected[i][j]) { dfs(j); } } }; let ans = 0; for (let i = 0; i < n; ++i) { if (!vis[i]) { dfs(i); ++ans; } } return ans; } -
impl Solution { fn dfs(is_connected: &mut Vec<Vec<i32>>, vis: &mut Vec<bool>, i: usize) { vis[i] = true; for j in 0..is_connected.len() { if vis[j] || is_connected[i][j] == 0 { continue; } Self::dfs(is_connected, vis, j); } } pub fn find_circle_num(mut is_connected: Vec<Vec<i32>>) -> i32 { let n = is_connected.len(); let mut vis = vec![false; n]; let mut res = 0; for i in 0..n { if vis[i] { continue; } res += 1; Self::dfs(&mut is_connected, &mut vis, i); } res } } -
class Solution { private int[] p; public int findCircleNum(int[][] isConnected) { int n = isConnected.length; p = new int[n]; for (int i = 0; i < n; ++i) { p[i] = i; } int ans = n; for (int i = 0; i < n; ++i) { for (int j = i + 1; j < n; ++j) { if (isConnected[i][j] == 1) { int pa = find(i), pb = find(j); if (pa != pb) { p[pa] = pb; --ans; } } } } return ans; } private int find(int x) { if (p[x] != x) { p[x] = find(p[x]); } return p[x]; } } -
class Solution { public: int findCircleNum(vector<vector<int>>& isConnected) { int n = isConnected.size(); int p[n]; iota(p, p + n, 0); auto find = [&](this auto&& find, int x) -> int { if (p[x] != x) { p[x] = find(p[x]); } return p[x]; }; int ans = n; for (int i = 0; i < n; ++i) { for (int j = i + 1; j < n; ++j) { if (isConnected[i][j]) { int pa = find(i), pb = find(j); if (pa != pb) { p[pa] = pb; --ans; } } } } return ans; } }; -
class Solution: def findCircleNum(self, isConnected: List[List[int]]) -> int: def find(x: int) -> int: if p[x] != x: p[x] = find(p[x]) return p[x] n = len(isConnected) p = list(range(n)) ans = n for i in range(n): for j in range(i + 1, n): if isConnected[i][j]: pa, pb = find(i), find(j) if pa != pb: p[pa] = pb ans -= 1 return ans -
func findCircleNum(isConnected [][]int) (ans int) { n := len(isConnected) p := make([]int, n) for i := range p { p[i] = i } var find func(x int) int find = func(x int) int { if p[x] != x { p[x] = find(p[x]) } return p[x] } ans = n for i := 0; i < n; i++ { for j := 0; j < n; j++ { if isConnected[i][j] == 1 { pa, pb := find(i), find(j) if pa != pb { p[pa] = pb ans-- } } } } return } -
function findCircleNum(isConnected: number[][]): number { const n = isConnected.length; const p: number[] = Array.from({ length: n }, (_, i) => i); const find = (x: number): number => { if (p[x] !== x) { p[x] = find(p[x]); } return p[x]; }; let ans = n; for (let i = 0; i < n; ++i) { for (let j = i + 1; j < n; ++j) { if (isConnected[i][j]) { const pa = find(i); const pb = find(j); if (pa !== pb) { p[pa] = pb; --ans; } } } } return ans; }