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Solution.java
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Solution.java
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/// Leetcode 210. Course Schedule II
/// https://leetcode.com/problems/course-schedule-ii/
///
/// 课程中在这里暂时没有介绍这个问题
/// 该代码主要用于使用 Leetcode 上的问题测试我们的 TopSort 算法类
import java.util.*;
class Solution {
public class Graph implements Cloneable{
private int V;
private int E;
private TreeSet<Integer>[] adj;
private boolean directed;
private int[] indegrees, outdegrees;
public Graph(int V, boolean directed){
this.directed = directed;
this.V = V;
this.E = 0;
adj = new TreeSet[V];
for(int i = 0; i < V; i ++)
adj[i] = new TreeSet<Integer>();
indegrees = new int[V];
outdegrees = new int[V];
}
public void addEdge(int a, int b){
validateVertex(a);
validateVertex(b);
adj[a].add(b);
outdegrees[a] ++;
indegrees[b] ++;
if(!directed)
adj[b].add(a);
}
public boolean isDirected(){
return directed;
}
public void validateVertex(int v){
if(v < 0 || v >= V)
throw new IllegalArgumentException("vertex " + v + "is invalid");
}
public int V(){
return V;
}
public int E(){
return E;
}
public boolean hasEdge(int v, int w){
validateVertex(v);
validateVertex(w);
return adj[v].contains(w);
}
public Iterable<Integer> adj(int v){
validateVertex(v);
return adj[v];
}
public int degree(int v){
if(!directed) throw new RuntimeException("degree only works in undirected graph.");
validateVertex(v);
return adj[v].size();
}
public int indegree(int v){
if(!directed) throw new RuntimeException("indegree only works in directed graph.");
validateVertex(v);
return indegrees[v];
}
public int outdegree(int v){
if(!directed) throw new RuntimeException("outdegree only works in directed graph.");
validateVertex(v);
return outdegrees[v];
}
public void removeEdge(int v, int w){
validateVertex(v);
validateVertex(w);
if(adj[v].contains(w)){
E --;
if(directed){
indegrees[w] --;
outdegrees[v] --;
}
}
adj[v].remove(w);
if(!directed)
adj[w].remove(v);
}
@Override
public Object clone(){
try{
Graph cloned = (Graph) super.clone();
cloned.adj = new TreeSet[V];
for(int v = 0; v < V; v ++){
cloned.adj[v] = new TreeSet<Integer>();
for(int w: adj[v])
cloned.adj[v].add(w);
}
return cloned;
}
catch (CloneNotSupportedException e){
e.printStackTrace();
}
return null;
}
@Override
public String toString(){
StringBuilder sb = new StringBuilder();
sb.append(String.format("V = %d, E = %d, directed = %b\n", V, E, directed));
for(int v = 0; v < V; v ++){
sb.append(String.format("%d : ", v));
for(int w : adj[v])
sb.append(String.format("%d ", w));
sb.append('\n');
}
return sb.toString();
}
}
public class TopoSort {
private Graph G;
private ArrayList<Integer> res;
private boolean hasCycle = false;
public TopoSort(Graph G){
if(!G.isDirected())
throw new IllegalArgumentException("TopoSort only works in directed graph.");
this.G = G;
res = new ArrayList<>();
int[] indegrees = new int[G.V()];
Queue<Integer> q = new LinkedList<>();
for(int v = 0; v < G.V(); v ++){
indegrees[v] = G.indegree(v);
if(indegrees[v] == 0) q.add(v);
}
while(!q.isEmpty()){
int cur = q.remove();
res.add(cur);
for(int next: G.adj(cur)){
indegrees[next] --;
if(indegrees[next] == 0) q.add(next);
}
}
if(res.size() != G.V()){
hasCycle = true;
res.clear();
}
}
public boolean hasCycle(){
return hasCycle;
}
public ArrayList<Integer> result(){
return res;
}
}
public int[] findOrder(int numCourses, int[][] prerequisites) {
Graph g = new Graph(numCourses, true);
for(int[] e: prerequisites)
g.addEdge(e[1], e[0]);
TopoSort topoSort = new TopoSort(g);
if(topoSort.hasCycle) return new int[0];
int[] res = new int[numCourses];
for(int i = 0; i < numCourses; i ++)
res[i] = topoSort.result().get(i);
return res;
}
public static void main(String[] args){
int[][] pre = {{0, 1}, {1, 0}};
int[] res = (new Solution()).findOrder(2, pre);
System.out.println("res size : " + res.length);
for(int e: res) System.out.print(e + " ");
System.out.println();
}
}