/* * Copyright 2014-2015 Open Networking Laboratory * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ package org.onlab.graph; import java.util.ArrayList; //import java.util.HashMap; import java.util.Iterator; import java.util.List; //import java.util.Map; //import java.util.PriorityQueue; import java.util.Set; import static org.onlab.graph.GraphPathSearch.ALL_PATHS; /** * K-shortest-path graph search algorithm capable of finding not just one, * but K shortest paths with ascending order between the source and destinations. */ public class KshortestPathSearch> { // Define class variables. private Graph immutableGraph; private MutableGraph mutableGraph; private List> pathResults = new ArrayList>(); private List> pathCandidates = new ArrayList>(); private V source; private V sink; private int numK = 0; private EdgeWeight weight = null; // private PriorityQueue> pathCandidates = new PriorityQueue>(); // Initialize the graph. public KshortestPathSearch(Graph graph) { immutableGraph = graph; mutableGraph = new MutableAdjacencyListsGraph<>(graph.getVertexes(), graph.getEdges()); } public List> search(V src, V dst, EdgeWeight wei, int k) { weight = wei; source = src; sink = dst; numK = k; // pathCandidates = new PriorityQueue>(); pathResults.clear(); pathCandidates.clear(); // Double check the parameters checkArguments(immutableGraph, src, dst, numK); // DefaultResult result = new DefaultResult(src, dst); searchKShortestPaths(); return pathResults; } private void checkArguments(Graph graph, V src, V dst, int k) { if (graph == null) { throw new NullPointerException("graph is null"); } if (!graph.getVertexes().contains(src)) { throw new NullPointerException("source node does not exist"); } if (!graph.getVertexes().contains(dst)) { throw new NullPointerException("target node does not exist"); } if (k <= 0) { throw new NullPointerException("K is negative or 0"); } if (weight == null) { throw new NullPointerException("the cost matrix is null"); } } private void searchKShortestPaths() { // Step 1: find the shortest path. List shortestPath = searchShortestPath(immutableGraph, source, sink); // no path exists, exit. if (shortestPath == null) { return; } // Step 2: update the results. pathResults.add(shortestPath); // pathCandidates.add(shortestPath); // Step 3: find the other K-1 paths. while (/*pathCandidates.size() > 0 &&*/pathResults.size() < numK) { // 3.1 the spur node ranges from the first node to the last node in the previous k-shortest path. List lastPath = pathResults.get(pathResults.size() - 1); for (int i = 0; i < lastPath.size(); i++) { // 3.1.1 convert the graph into mutable. convertGraph(); // 3.1.2 transform the graph. List rootPath = createSpurNode(lastPath, i); transformGraph(rootPath); // 3.1.3 find the deviation node. V devNode; devNode = getDevNode(rootPath); List spurPath; // 3.1.4 find the shortest path in the transformed graph. spurPath = searchShortestPath(mutableGraph, devNode, sink); // 3.1.5 update the path candidates. if (spurPath != null) { // totalPath = rootPath + spurPath; rootPath.addAll(spurPath); pathCandidates.add(rootPath); } } // 3.2 if there is no spur path, exit. if (pathCandidates.size() == 0) { break; } // 3.3 add the path into the results. addPathResult(); } } @SuppressWarnings({ "rawtypes", "unchecked" }) private List searchShortestPath(Graph graph, V src, V dst) { // Determine the shortest path from the source to the destination by using the Dijkstra algorithm. DijkstraGraphSearch dijkstraAlg = new DijkstraGraphSearch(); Set paths = dijkstraAlg.search(graph, src, dst, weight, ALL_PATHS).paths(); Iterator itr = paths.iterator(); if (!itr.hasNext()) { return null; } // return the first shortest path only. return (List) itr.next().edges(); } private void convertGraph() { // clear the mutableGraph first if (mutableGraph != null) { ((MutableAdjacencyListsGraph) mutableGraph).clear(); } // create a immutableGraph Set copyEa = immutableGraph.getEdges(); Set copyVa = immutableGraph.getVertexes(); for (V vertex : copyVa) { mutableGraph.addVertex(vertex); } for (E edge : copyEa) { mutableGraph.addEdge(edge); } } private V getDevNode(List path) { V srcA; V dstB; if (path.size() == 0) { return source; } E temp1 = path.get(path.size() - 1); srcA = temp1.src(); dstB = temp1.dst(); if (path.size() == 1) { if (srcA.equals(source)) { return dstB; } else { return srcA; } } else { E temp2 = path.get(path.size() - 2); if (srcA.equals(temp2.src()) || srcA.equals(temp2.dst())) { return dstB; } else { return srcA; } } } private List createSpurNode(List path, int n) { List root = new ArrayList(); for (int i = 0; i < n; i++) { root.add(path.get(i)); } return root; } private void transformGraph(List rootPath) { List prePath; //remove edges for (int i = 0; i < pathResults.size(); i++) { prePath = pathResults.get(i); if (prePath.size() == 1) { mutableGraph.removeEdge(prePath.get(0)); } else if (comparePath(rootPath, prePath)) { for (int j = 0; j <= rootPath.size(); j++) { mutableGraph.removeEdge(prePath.get(j)); } } } for (int i = 0; i < pathCandidates.size(); i++) { prePath = pathCandidates.get(i); if (prePath.size() == 1) { mutableGraph.removeEdge(prePath.get(0)); } else if (comparePath(rootPath, prePath)) { for (int j = 0; j <= rootPath.size(); j++) { mutableGraph.removeEdge(prePath.get(j)); } } } if (rootPath.size() == 0) { return; } //remove nodes List nodes = new ArrayList(); nodes.add(source); V pre = source; V srcA; V dstB; for (int i = 0; i < rootPath.size() - 1; i++) { E temp = rootPath.get(i); srcA = temp.src(); dstB = temp.dst(); if (srcA.equals(pre)) { nodes.add(dstB); pre = dstB; } else { nodes.add(srcA); pre = srcA; } } for (int i = 0; i < nodes.size(); i++) { mutableGraph.removeVertex(nodes.get(i)); } } private boolean comparePath(List path1, List path2) { if (path1.size() > path2.size()) { return false; } if (path1.size() == 0) { return true; } for (int i = 0; i < path1.size(); i++) { if (path1.get(i) != path2.get(i)) { return false; } } return true; } private void addPathResult() { List sp; sp = pathCandidates.get(0); for (int i = 1; i < pathCandidates.size(); i++) { if (sp.size() > pathCandidates.get(i).size()) { sp = pathCandidates.get(i); } } pathResults.add(sp); // Log.info(sp.toString()); pathCandidates.remove(sp); } }