207. Course Schedule

There are a total of n courses you have to take, labeled from 0 to n - 1.

Some courses may have prerequisites, for example to take course 0 you have to first take course 1, which is expressed as a pair: [0,1]

Given the total number of courses and a list of prerequisite pairs, is it possible for you to finish all courses?

For example:

2, [[1,0]]

There are a total of 2 courses to take. To take course 1 you should have finished course 0. So it is possible.

2, [[1,0],[0,1]]

There are a total of 2 courses to take. To take course 1 you should have finished course 0, and to take course 0 you should also have finished course 1. So it is impossible.

Note:

1. The input prerequisites is a graph represented by a list of edges, not adjacency matrices. Read more about how a graph is represented.
2. You may assume that there are no duplicate edges in the input prerequisites.

题目含义： 有从0到n-1共n门课程，且一门课程会有前导课程。例如2, [[1,0]]，要学习课程2先要学习课程1，要学习课程1先要学习课程0.。判断schedule是否正确。

 

    public boolean canFinish(int numCourses, int[][] prerequisites) {
 //     要上prerequisites[i][0]的课，必须先上prerequisites[i][1]的课 题目是要判断给定的序列是否有环路，有的话返回false
        // 参数检查
        if (prerequisites == null) {
            return false;
        }
        int len = prerequisites.length;
        if (numCourses <= 0 || len == 0) {
            return true;
        }

        // 记录每个course的prerequisites的数量
        int[] pCounter = new int[numCourses];
        for (int i = 0; i < len; i++) {
            pCounter[prerequisites[i][0]]++;  //prerequisites[i][0]这些课程都有前缀课程prerequisites[i][1]
        }
        // 用队列记录可以直接访问的course
        LinkedList<Integer> queue = new LinkedList<Integer>(); //具备上课条件，可以上课的集合
        for (int i = 0; i < numCourses; i++) {
            if (pCounter[i] == 0) {
                queue.add(i);
            }
        }

        // 取出队列的course，判断
        int numNoPre = queue.size();
        while (!queue.isEmpty()) {
            int top = queue.remove();
            for (int i = 0; i < len; i++) {
                // 该course是某个course的prerequisites
                if (prerequisites[i][1] == top) {
                    pCounter[prerequisites[i][0]]--; //那门课程的前缀课程数可以减一，因为top课程可以上
                    if (pCounter[prerequisites[i][0]] == 0) {
                        numNoPre++; //那门课程的前缀课程都可以上了，所以那门课程也可以上了
                        queue.add(prerequisites[i][0]);  //将那门课程也加到可以上课的队列中
                    }
                }
            }
        }
        return numNoPre == numCourses;       
    }