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KahnsAlgorithm.java
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package DataStructures.Graphs;
import java.util.ArrayList;
import java.util.Map;
import java.util.LinkedHashMap;
import java.util.HashMap;
import java.util.Set;
import java.util.Queue;
import java.util.LinkedList;
/**
* An algorithm that sorts a graph in toplogical order.
*/
/**
* A class that represents the adjaceny list of a graph
*/
class AdjacencyList<E extends Comparable<E>>{
Map<E,ArrayList<E>> adj;
AdjacencyList(){
adj = new LinkedHashMap<E,ArrayList<E>>();
}
/**
* This function adds an Edge to the adjaceny list
* @param from , the vertex the edge is from
* @param to, the vertex the edge is going to
*/
void addEdge(E from, E to){
try{
adj.get(from).add(to);
}
catch(Exception E){
adj.put(from,new ArrayList<E>());
adj.get(from).add(to);
}
if(!adj.containsKey(to)){
adj.put(to, new ArrayList<E>());
}
}
/**
* @param v, A vertex in a graph
* @return returns an ArrayList of all the adjacents of vertex v
*/
ArrayList<E> getAdjacents(E v){
return adj.get(v);
}
/**
* @return returns a set of all vertices in the graph
*/
Set<E> getVertices(){
return adj.keySet();
}
/**
* Prints the adjacency list
*/
void printGraph(){
for(E vertex: adj.keySet()){
System.out.print(vertex+" : ");
for(E adjacent: adj.get(vertex)){
System.out.print(adjacent+" ");
}
System.out.println();
}
}
}
class TopologicalSort<E extends Comparable<E>>{
AdjacencyList<E> graph;
Map<E,Integer> inDegree;
TopologicalSort(AdjacencyList<E> graph){
this.graph = graph;
}
/**
* Calculates the in degree of all vertices
*/
void calculateInDegree(){
inDegree = new HashMap<>();
for(E vertex: graph.getVertices()){
if(!inDegree.containsKey(vertex)){
inDegree.put(vertex,0);
}
for(E adjacent: graph.getAdjacents(vertex)){
try{
inDegree.put(adjacent,inDegree.get(adjacent) + 1);
}
catch(Exception e){
inDegree.put(adjacent,1);
}
}
}
}
/**
* Returns an ArrayList with vertices arranged in topological order
*/
ArrayList<E> topSortOrder(){
calculateInDegree();
Queue<E> q = new LinkedList<E>();
for(E vertex: inDegree.keySet()){
if(inDegree.get(vertex) == 0){
q.add(vertex);
}
}
ArrayList<E> answer = new ArrayList<>();
while(!q.isEmpty()){
E current = q.poll();
answer.add(current);
for(E adjacent: graph.getAdjacents(current)){
inDegree.put(adjacent,inDegree.get(adjacent)-1);
if(inDegree.get(adjacent) == 0){
q.add(adjacent);
}
}
}
return answer;
}
}
/**
* A driver class that sorts a given graph in topological order.
*/
public class KahnsAlgorithm{
public static void main(String[] args){
//Graph definition and initialization
AdjacencyList<String> graph = new AdjacencyList<>();
graph.addEdge("a","b");
graph.addEdge("c","a");
graph.addEdge("a","d");
graph.addEdge("b","d");
graph.addEdge("c","u");
graph.addEdge("u","b");
TopologicalSort<String> topSort = new TopologicalSort<>(graph);
//Printing the order
for(String s: topSort.topSortOrder()){
System.out.print(s+" ");
}
}
}