leetcode 547. Friend Circles （python 函数外置）

There are N students in a class. Some of them are friends, while some are not. Their friendship is transitive in nature. For example, if A is a direct friend of B, and B is a direct friend of C, then A is an indirect friend of C. And we defined a friend circle is a group of students who are direct or indirect friends.

Given a N*N matrix M representing the friend relationship between students in the class. If M[i][j] = 1, then the ith and jth students are direct friends with each other, otherwise not. And you have to output the total number of friend circles among all the students.

Example 1:
Input:
[[1,1,0],
[1,1,0],
[0,0,1]]

Output: 2
Explanation:The 0th and 1st students are direct friends, so they are in a friend circle.
The 2nd student himself is in a friend circle. So return 2.

Example 2:
Input:
[[1,1,0],
[1,1,1],
[0,1,1]]
Output: 1
Explanation:The 0th and 1st students are direct friends, the 1st and 2nd students are direct friends,
so the 0th and 2nd students are indirect friends. All of them are in the same friend circle, so return 1.

Note:

• N is in range [1,200].
• M[i][i] = 1 for all students.
• If M[i][j] = 1, then M[j][i] = 1.

这个是并查集题，也可以用DFS和BFS求解，具体思路见我的博客园博文：https://www.cnblogs.com/Weixu-Liu/p/10882012.html

在此题中，我用python3写基础并查集代码：

python3代码：

class Solution:
    def getRoot(self, root, i):
        while i != root[i]:
            root[i] = root[root[i]]
            i = root[i]
        return i
    def findCircleNum(self, M: List[List[int]]) -> int:
        m = len(M)
        res = m
        root = [0] * m
        for i in range(m):
            root[i] = i
        for i in range(m):
            for j in range(i+1, m):
                if M[i][j] == 1:
                    a = self.getRoot(root, i) # 这个必须加self
                    b = self.getRoot(root, j) # 这个必须加self
                    if a != b:
                        root[a] = b
                        res -= 1
        return res