@Test public void testComplex() throws Exception { String[][] data = { {"Rıza", "Galatasaray High School", "ns:people.person.education..education.education.institution", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:education.educational_institution", "0.923806"}, {"Rıza", "Galatasaray High School", "ns:people.person.education..education.education.institution", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:organization.organization", "0.831425"}, {"Rıza", "Galatasaray High School", "ns:people.person.education..education.education.institution", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:business.employer", "0.831425"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.location", "ns:location.location", "0.023784"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.location", "ns:location.dated_location", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.location", "ns:location.statistical_region", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.location", "ns:location.country", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.location", "ns:organization.organization", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.dated_location", "ns:location.location", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.dated_location", "ns:location.dated_location", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.dated_location", "ns:location.statistical_region", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.dated_location", "ns:location.country", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.dated_location", "ns:organization.organization", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.statistical_region", "ns:location.location", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.statistical_region", "ns:location.dated_location", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.statistical_region", "ns:location.statistical_region", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.statistical_region", "ns:location.country", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.statistical_region", "ns:organization.organization", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.country", "ns:location.location", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.country", "ns:location.dated_location", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.country", "ns:location.statistical_region", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.country", "ns:location.country", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.country", "ns:organization.organization", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:organization.organization", "ns:location.location", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:organization.organization", "ns:location.dated_location", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:organization.organization", "ns:location.statistical_region", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:organization.organization", "ns:location.country", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:location.location.contains", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:organization.organization", "ns:organization.organization", "0.021406"}, {"Rıza", "Galatasaray High School", "ns:people.person.employment_history..business.employment_tenure.company", "[X] graduate from [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:business.employer", "0.019575"}, {"Rıza", "France", "ns:people.person.place_of_birth", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:location.location", "0.242735"}, {"Rıza", "France", "ns:people.person.place_of_birth", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:location.dated_location", "0.218462"}, {"Rıza", "France", "ns:people.person.place_of_birth", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:location.statistical_region", "0.218462"}, {"Rıza", "France", "ns:people.person.place_of_birth", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:location.country", "0.218462"}, {"Rıza", "France", "ns:people.person.place_of_birth", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:organization.organization", "0.218462"}, {"Rıza", "France", "ns:people.person.places_lived..people.place_lived.location", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:location.location", "0.177778"}, {"Rıza", "France", "ns:people.person.places_lived..people.place_lived.location", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:location.dated_location", "0.160000"}, {"Rıza", "France", "ns:people.person.places_lived..people.place_lived.location", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:location.statistical_region", "0.160000"}, {"Rıza", "France", "ns:people.person.places_lived..people.place_lived.location", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:location.country", "0.160000"}, {"Rıza", "France", "ns:people.person.places_lived..people.place_lived.location", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:organization.organization", "0.160000"}, {"Rıza", "France", "ns:people.person.nationality", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:location.country", "0.135043"}, {"Rıza", "France", "ns:people.person.nationality", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:location.statistical_region", "0.121538"}, {"Rıza", "France", "ns:people.person.nationality", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:location.dated_location", "0.121538"}, {"Rıza", "France", "ns:people.person.nationality", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:location.location", "0.121538"}, {"Rıza", "France", "ns:people.deceased_person.place_of_death", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.deceased_person", "ns:location.location", "0.105983"}, {"Rıza", "France", "ns:people.deceased_person.place_of_death", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.deceased_person", "ns:location.dated_location", "0.095385"}, {"Rıza", "France", "ns:people.deceased_person.place_of_death", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.deceased_person", "ns:location.statistical_region", "0.095385"}, {"Rıza", "France", "ns:people.deceased_person.place_of_death", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.deceased_person", "ns:location.country", "0.095385"}, {"Rıza", "France", "ns:people.deceased_person.place_of_death", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.deceased_person", "ns:organization.organization", "0.095385"}, {"Rıza", "France", "ns:people.deceased_person.place_of_death", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:location.location", "0.095385"}, {"Rıza", "France", "ns:people.deceased_person.place_of_death", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:location.dated_location", "0.095385"}, {"Rıza", "France", "ns:people.deceased_person.place_of_death", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:location.statistical_region", "0.095385"}, {"Rıza", "France", "ns:people.deceased_person.place_of_death", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:location.country", "0.095385"}, {"Rıza", "France", "ns:people.deceased_person.place_of_death", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:organization.organization", "0.095385"}, {"Rıza", "France", "ns:people.person.education..education.education.institution", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:education.educational_institution", "0.054701"}, {"Rıza", "France", "ns:people.person.education..education.education.institution", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:organization.organization", "0.049231"}, {"Rıza", "France", "ns:people.person.education..education.education.institution", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:people.person", "ns:business.employer", "0.049231"}, {"Rıza", "France", "ns:military.military_combatant.military_conflicts..military.military_combatant_group.combatants", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:military.military_combatant", "ns:military.military_combatant", "0.042735"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.location", "ns:location.location", "0.027350"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.location", "ns:location.dated_location", "0.024615"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.location", "ns:location.statistical_region", "0.024615"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.location", "ns:location.country", "0.024615"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.location", "ns:organization.organization", "0.024615"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.dated_location", "ns:location.location", "0.024615"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.dated_location", "ns:location.dated_location", "0.024615"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.dated_location", "ns:location.statistical_region", "0.024615"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.dated_location", "ns:location.country", "0.024615"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.dated_location", "ns:organization.organization", "0.024615"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.statistical_region", "ns:location.location", "0.024615"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.statistical_region", "ns:location.dated_location", "0.024615"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.statistical_region", "ns:location.statistical_region", "0.024615"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.statistical_region", "ns:location.country", "0.024615"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.statistical_region", "ns:organization.organization", "0.024615"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.country", "ns:location.location", "0.024615"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.country", "ns:location.dated_location", "0.024615"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.country", "ns:location.statistical_region", "0.024615"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.country", "ns:location.country", "0.024615"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.country", "ns:organization.organization", "0.024615"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:organization.organization", "ns:location.location", "0.024615"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:organization.organization", "ns:location.dated_location", "0.024615"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:organization.organization", "ns:location.statistical_region", "0.024615"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:organization.organization", "ns:location.country", "0.024615"}, {"Rıza", "France", "ns:location.location.contains", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:organization.organization", "ns:organization.organization", "0.024615"}, {"Rıza", "France", "ns:location.statistical_region.places_imported_from..location.imports_and_exports.imported_from", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.statistical_region", "ns:location.statistical_region", "0.020513"}, {"Rıza", "France", "ns:location.statistical_region.places_imported_from..location.imports_and_exports.imported_from", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.statistical_region", "ns:location.location", "0.018462"}, {"Rıza", "France", "ns:location.statistical_region.places_imported_from..location.imports_and_exports.imported_from", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.location", "ns:location.statistical_region", "0.018462"}, {"Rıza", "France", "ns:location.statistical_region.places_imported_from..location.imports_and_exports.imported_from", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.location", "ns:location.location", "0.018462"}, {"Rıza", "France", "ns:location.location.adjoin_s..location.adjoining_relationship.adjoins", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.location", "ns:location.location", "0.020513"}, {"Rıza", "France", "ns:location.location.adjoin_s..location.adjoining_relationship.adjoins", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.location", "ns:location.dated_location", "0.018462"}, {"Rıza", "France", "ns:location.location.adjoin_s..location.adjoining_relationship.adjoins", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.location", "ns:location.statistical_region", "0.018462"}, {"Rıza", "France", "ns:location.location.adjoin_s..location.adjoining_relationship.adjoins", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.location", "ns:location.country", "0.018462"}, {"Rıza", "France", "ns:location.location.adjoin_s..location.adjoining_relationship.adjoins", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.location", "ns:organization.organization", "0.018462"}, {"Rıza", "France", "ns:location.location.adjoin_s..location.adjoining_relationship.adjoins", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.dated_location", "ns:location.location", "0.018462"}, {"Rıza", "France", "ns:location.location.adjoin_s..location.adjoining_relationship.adjoins", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.dated_location", "ns:location.dated_location", "0.018462"}, {"Rıza", "France", "ns:location.location.adjoin_s..location.adjoining_relationship.adjoins", "[X] study in [Y] [1-nsubj-0,1-prep-2,2-pobj-3]", "ns:location.dated_location", 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[0-dobj-1,0-prep-2,2-pobj-3]", "ns:people.person", "ns:location.country", "0.005607"}, {"agriculture", "France", "ns:people.person.places_lived..people.place_lived.location", "study [X] in [Y] [0-dobj-1,0-prep-2,2-pobj-3]", "ns:people.person", "ns:organization.organization", "0.005607"} }; ConstraintSolver.ConstraintSolverBuilder<String> builder = new ConstraintSolver.ConstraintSolverBuilder<>(); for (String[] objects : data) { builder.add(objects[0], objects[1], objects[3],objects[2], objects[4],objects[5], Doubles.tryParse(objects[6]), 1, 1); } List<DetectedRelation<String>> detectedRelations = builder.build().solve(new PrintCollector(true)); for (DetectedRelation<String> entry : detectedRelations) { System.out.println(entry.getLeft() + " -> " + entry.getRight() + " " + entry.getEdge()); } }
public List<DetectedRelation<T>> solve(PrintCollector printCollector) { List<DetectedRelation<T>> detectedRelations = Lists.newArrayList(); pruneGraph(printCollector); ConnectivityInspector<T, Edge> connectivityInspector = new ConnectivityInspector<>(graph); List<Set<T>> connectedComponents = connectivityInspector.connectedSets(); final UndirectedGraph<T, Edge> restored = new Multigraph<>(Edge.class); Graphs.addGraph(restored, graph); printCollector.print(String.format("Graph has %2d components", connectedComponents.size())); for (Set<T> connectedComponent : connectedComponents) { printCollector.print(String.format("Solving connected component with %d vertices", connectedComponent.size())); HashSet<T> difference = Sets.newHashSet(Sets.difference(graph.vertexSet(), connectedComponent)); graph.removeAllVertices(difference); detectedRelations.addAll(solveConnectedComponent(printCollector, connectedComponent)); Graphs.addGraph(graph, restored); } return detectedRelations; }
ConstraintSolver { public List<DetectedRelation<T>> solve(PrintCollector printCollector) { List<DetectedRelation<T>> detectedRelations = Lists.newArrayList(); pruneGraph(printCollector); ConnectivityInspector<T, Edge> connectivityInspector = new ConnectivityInspector<>(graph); List<Set<T>> connectedComponents = connectivityInspector.connectedSets(); final UndirectedGraph<T, Edge> restored = new Multigraph<>(Edge.class); Graphs.addGraph(restored, graph); printCollector.print(String.format("Graph has %2d components", connectedComponents.size())); for (Set<T> connectedComponent : connectedComponents) { printCollector.print(String.format("Solving connected component with %d vertices", connectedComponent.size())); HashSet<T> difference = Sets.newHashSet(Sets.difference(graph.vertexSet(), connectedComponent)); graph.removeAllVertices(difference); detectedRelations.addAll(solveConnectedComponent(printCollector, connectedComponent)); Graphs.addGraph(graph, restored); } return detectedRelations; } }
ConstraintSolver { public List<DetectedRelation<T>> solve(PrintCollector printCollector) { List<DetectedRelation<T>> detectedRelations = Lists.newArrayList(); pruneGraph(printCollector); ConnectivityInspector<T, Edge> connectivityInspector = new ConnectivityInspector<>(graph); List<Set<T>> connectedComponents = connectivityInspector.connectedSets(); final UndirectedGraph<T, Edge> restored = new Multigraph<>(Edge.class); Graphs.addGraph(restored, graph); printCollector.print(String.format("Graph has %2d components", connectedComponents.size())); for (Set<T> connectedComponent : connectedComponents) { printCollector.print(String.format("Solving connected component with %d vertices", connectedComponent.size())); HashSet<T> difference = Sets.newHashSet(Sets.difference(graph.vertexSet(), connectedComponent)); graph.removeAllVertices(difference); detectedRelations.addAll(solveConnectedComponent(printCollector, connectedComponent)); Graphs.addGraph(graph, restored); } return detectedRelations; } private  ConstraintSolver(Set<String> types, Table<String, String, String> rel, Multigraph<T, Edge> graph); }
ConstraintSolver { public List<DetectedRelation<T>> solve(PrintCollector printCollector) { List<DetectedRelation<T>> detectedRelations = Lists.newArrayList(); pruneGraph(printCollector); ConnectivityInspector<T, Edge> connectivityInspector = new ConnectivityInspector<>(graph); List<Set<T>> connectedComponents = connectivityInspector.connectedSets(); final UndirectedGraph<T, Edge> restored = new Multigraph<>(Edge.class); Graphs.addGraph(restored, graph); printCollector.print(String.format("Graph has %2d components", connectedComponents.size())); for (Set<T> connectedComponent : connectedComponents) { printCollector.print(String.format("Solving connected component with %d vertices", connectedComponent.size())); HashSet<T> difference = Sets.newHashSet(Sets.difference(graph.vertexSet(), connectedComponent)); graph.removeAllVertices(difference); detectedRelations.addAll(solveConnectedComponent(printCollector, connectedComponent)); Graphs.addGraph(graph, restored); } return detectedRelations; } private  ConstraintSolver(Set<String> types, Table<String, String, String> rel, Multigraph<T, Edge> graph); List<DetectedRelation<T>> solve(PrintCollector printCollector); }
ConstraintSolver { public List<DetectedRelation<T>> solve(PrintCollector printCollector) { List<DetectedRelation<T>> detectedRelations = Lists.newArrayList(); pruneGraph(printCollector); ConnectivityInspector<T, Edge> connectivityInspector = new ConnectivityInspector<>(graph); List<Set<T>> connectedComponents = connectivityInspector.connectedSets(); final UndirectedGraph<T, Edge> restored = new Multigraph<>(Edge.class); Graphs.addGraph(restored, graph); printCollector.print(String.format("Graph has %2d components", connectedComponents.size())); for (Set<T> connectedComponent : connectedComponents) { printCollector.print(String.format("Solving connected component with %d vertices", connectedComponent.size())); HashSet<T> difference = Sets.newHashSet(Sets.difference(graph.vertexSet(), connectedComponent)); graph.removeAllVertices(difference); detectedRelations.addAll(solveConnectedComponent(printCollector, connectedComponent)); Graphs.addGraph(graph, restored); } return detectedRelations; } private  ConstraintSolver(Set<String> types, Table<String, String, String> rel, Multigraph<T, Edge> graph); List<DetectedRelation<T>> solve(PrintCollector printCollector);  }