In the original post: Converting Disconnected Graphs to a Collection of Connected Graphs I achieved my goal of converting a disconnected graph into a collection of connected graphs. After some discussion on the JUNG support list I was pointed in the direction of WeakComponentClusterer. Compare this method to the original to see:
* the implementation is now just a few lines of code
* this can be used as a template to provide Collections of other graph types beside just DirectedGraph without having to rewrite the implementation.
Some negatives of this approach over the former:
* it should not perform as well since it first performs some computation to create the vertex set and then performs computation to convert the set into a Collection of graphs. Consequently the set of vertex sets is discarded between the two operations.
* perhaps not a negative but at least notable is the fact that it uses reflection to create a copy of the input graph.
package jung; import java.util.Collection; import java.util.Set; import com.google.common.base.Function; import edu.uci.ics.jung.algorithms.cluster.WeakComponentClusterer; import edu.uci.ics.jung.algorithms.filters.FilterUtils; import edu.uci.ics.jung.graph.DirectedGraph; public class DisconnectedDirectedGraphToWeaklyConnectedDirectedGraphCollection<V, E> implements Function<DirectedGraph<V, E>, Collection<DirectedGraph<V, E>>> { public Collection<DirectedGraph<V, E>> apply(DirectedGraph<V, E> from) { WeakComponentClusterer<V, E> wcc = new WeakComponentClusterer<V, E>(); Set<Set<V>> vertexSets = wcc.transform(from); return FilterUtils.createAllInducedSubgraphs(vertexSets, from); } // end method } // end classAnd here is a simple test class:
package jung; import java.util.Collection; import junit.framework.Assert; import org.apache.log4j.Logger; import org.junit.Test; import edu.uci.ics.jung.graph.DirectedGraph; import edu.uci.ics.jung.graph.DirectedSparseGraph; import edu.uci.ics.jung.graph.Graph; public class TestDisconnectedDirectedGraphToConnectedDirectedGraphCollection { private final static Logger logger = Logger .getLogger(TestDisconnectedDirectedGraphToConnectedDirectedGraphCollection.class); @Test public void testSubGraphs() { DirectedGraph<String, String> dg = DirectedSparseGraph .<String, String> getFactory().create(); // g1: a connected graph uniqEdge(dg, "A", "B"); uniqEdge(dg, "E", "B"); uniqEdge(dg, "B", "C"); uniqEdge(dg, "B", "D"); // g2: another connected graph uniqEdge(dg, "F", "G"); uniqEdge(dg, "F", "H"); // g3: a pair of nodes connected by an edge uniqEdge(dg, "I", "J"); // g4: a loop uniqEdge(dg, "K", "K"); // g5: a weakly connected graph uniqEdge(dg, "L", "M"); uniqEdge(dg, "N", "M"); logger.debug(dg); DisconnectedDirectedGraphToWeaklyConnectedDirectedGraphCollection<String, String> f = new DisconnectedDirectedGraphToWeaklyConnectedDirectedGraphCollection<String, String>(); Collection<DirectedGraph<String, String>> g = f.apply(dg); logger.debug(g); Assert.assertEquals("union of disjoint graphs is not the correct size", 5, g.size()); } // end test private void uniqEdge(Graph<String, String> g, String src, String dest) { g.addEdge(src + dest, src, dest); } } // end test classAnd here is the output of the test case:
2010-02-25 14:47:51,058 [TestDirectedGraphToDisjointUnionOfWeaklyConnectedDirectedGraphs.java 43] DEBUG - [Vertices:K Edges:KK[K,K] , Vertices:I,J Edges:IJ[I,J] , Vertices:F,G,H Edges:FG[F,G] FH[F,H] , Vertices:L,M,N Edges:NM[N,M] LM[L,M] , Vertices:D,E,A,B,C Edges:AB[A,B] EB[E,B] BC[B,C] BD[B,D] ]
Great, thank you alot, it was very helpful.
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