TarjanGraphSearch.java
6.95 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
/*
* Copyright 2014 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.Collections;
import java.util.HashMap;
import java.util.HashSet;
import java.util.List;
import java.util.Map;
import java.util.Set;
/**
* Tarjan algorithm for searching a graph and producing results describing
* the graph SCC (strongly-connected components).
*/
public class TarjanGraphSearch<V extends Vertex, E extends Edge<V>>
implements GraphSearch<V, E> {
/**
* {@inheritDoc}
* <p>
* This implementation produces results augmented with information on
* SCCs within the graph.
* </p>
* <p>
* To prevent traversal of an edge, the {@link EdgeWeight#weight} should
* return a negative value as an edge weight.
* </p>
*/
@Override
public SCCResult<V, E> search(Graph<V, E> graph, EdgeWeight<V, E> weight) {
SCCResult<V, E> result = new SCCResult<>(graph);
for (V vertex : graph.getVertexes()) {
VertexData data = result.data(vertex);
if (data == null) {
connect(graph, vertex, weight, result);
}
}
return result.build();
}
/**
* Scans the specified graph, using recursion, and produces SCC results.
*
* @param graph graph to search
* @param vertex current vertex to scan and connect
* @param weight optional edge weight
* @param result graph search result
* @return augmentation vertexData for the current vertex
*/
private VertexData<V> connect(Graph<V, E> graph, V vertex,
EdgeWeight<V, E> weight,
SCCResult<V, E> result) {
VertexData<V> data = result.addData(vertex);
// Scan through all egress edges of the current vertex.
for (E edge : graph.getEdgesFrom(vertex)) {
V nextVertex = edge.dst();
// If edge weight is negative, skip it.
if (weight != null && weight.weight(edge) < 0) {
continue;
}
// Attempt to get the augmentation vertexData for the next vertex.
VertexData<V> nextData = result.data(nextVertex);
if (nextData == null) {
// Next vertex has not been visited yet, so do this now.
nextData = connect(graph, nextVertex, weight, result);
data.lowLink = Math.min(data.lowLink, nextData.lowLink);
} else if (result.visited(nextData)) {
// Next vertex has been visited, which means it is in the
// same cluster as the current vertex.
data.lowLink = Math.min(data.lowLink, nextData.index);
}
}
if (data.lowLink == data.index) {
result.addCluster(data);
}
return data;
}
/**
* Graph search result augmented with SCC vertexData.
*/
public static final class SCCResult<V extends Vertex, E extends Edge<V>>
implements Result {
private final Graph<V, E> graph;
private List<Set<V>> clusterVertexes = new ArrayList<>();
private List<Set<E>> clusterEdges = new ArrayList<>();
private int index = 0;
private final Map<V, VertexData<V>> vertexData = new HashMap<>();
private final List<VertexData<V>> visited = new ArrayList<>();
private SCCResult(Graph<V, E> graph) {
this.graph = graph;
}
/**
* Returns the number of SCC clusters in the graph.
*
* @return number of clusters
*/
public int clusterCount() {
return clusterEdges.size();
}
/**
* Returns the list of strongly connected vertex clusters.
*
* @return list of strongly connected vertex sets
*/
public List<Set<V>> clusterVertexes() {
return clusterVertexes;
}
/**
* Returns the list of edges linking strongly connected vertex clusters.
*
* @return list of strongly connected edge sets
*/
public List<Set<E>> clusterEdges() {
return clusterEdges;
}
// Gets the augmentation vertexData for the specified vertex
private VertexData<V> data(V vertex) {
return vertexData.get(vertex);
}
// Adds augmentation vertexData for the specified vertex
private VertexData<V> addData(V vertex) {
VertexData<V> d = new VertexData<>(vertex, index);
vertexData.put(vertex, d);
visited.add(0, d);
index++;
return d;
}
// Indicates whether the given vertex has been visited
private boolean visited(VertexData data) {
return visited.contains(data);
}
// Adds a new cluster for the specified vertex
private void addCluster(VertexData data) {
Set<V> vertexes = findClusterVertices(data);
clusterVertexes.add(vertexes);
clusterEdges.add(findClusterEdges(vertexes));
}
private Set<V> findClusterVertices(VertexData data) {
VertexData<V> nextVertexData;
Set<V> vertexes = new HashSet<>();
do {
nextVertexData = visited.remove(0);
vertexes.add(nextVertexData.vertex);
} while (data != nextVertexData);
return Collections.unmodifiableSet(vertexes);
}
private Set<E> findClusterEdges(Set<V> vertexes) {
Set<E> edges = new HashSet<>();
for (V vertex : vertexes) {
for (E edge : graph.getEdgesFrom(vertex)) {
if (vertexes.contains((edge.dst()))) {
edges.add(edge);
}
}
}
return Collections.unmodifiableSet(edges);
}
public SCCResult<V, E> build() {
clusterVertexes = Collections.unmodifiableList(clusterVertexes);
clusterEdges = Collections.unmodifiableList(clusterEdges);
return this;
}
}
// Augments the vertex to assist in determining SCC clusters.
private static final class VertexData<V extends Vertex> {
final V vertex;
int index;
int lowLink;
private VertexData(V vertex, int index) {
this.vertex = vertex;
this.index = index;
this.lowLink = index;
}
}
}