com.clarkparsia.modularity.IncrementalClassifier Maven / Gradle / Ivy
// Copyright (c) 2006 - 2008, Clark & Parsia, LLC.
// This source code is available under the terms of the Affero General Public License v3.
//
// Please see LICENSE.txt for full license terms, including the availability of proprietary exceptions.
// Questions, comments, or requests for clarification: [email protected]
package com.clarkparsia.modularity;
import java.io.PrintWriter;
import java.util.ArrayList;
import java.util.Collection;
import java.util.Collections;
import java.util.HashSet;
import java.util.List;
import java.util.Random;
import java.util.Set;
import java.util.logging.Level;
import java.util.logging.Logger;
import org.mindswap.pellet.exceptions.PelletRuntimeException;
import org.mindswap.pellet.taxonomy.Taxonomy;
import org.mindswap.pellet.taxonomy.TaxonomyNode;
import org.mindswap.pellet.taxonomy.printer.ClassTreePrinter;
import org.mindswap.pellet.taxonomy.printer.TreeTaxonomyPrinter;
import org.mindswap.pellet.utils.ATermUtils;
import org.mindswap.pellet.utils.Bool;
import org.mindswap.pellet.utils.MultiValueMap;
import org.mindswap.pellet.utils.Namespaces;
import org.mindswap.pellet.utils.PartialOrderBuilder;
import org.mindswap.pellet.utils.PartialOrderComparator;
import org.mindswap.pellet.utils.PartialOrderRelation;
import org.mindswap.pellet.utils.SetUtils;
import org.mindswap.pellet.utils.TaxonomyUtils;
import org.mindswap.pellet.utils.Timer;
import org.mindswap.pellet.utils.Timers;
import org.semanticweb.owlapi.model.AddAxiom;
import org.semanticweb.owlapi.model.AxiomType;
import org.semanticweb.owlapi.model.IRI;
import org.semanticweb.owlapi.model.OWLAxiom;
import org.semanticweb.owlapi.model.OWLClass;
import org.semanticweb.owlapi.model.OWLClassExpression;
import org.semanticweb.owlapi.model.OWLDataFactory;
import org.semanticweb.owlapi.model.OWLDataProperty;
import org.semanticweb.owlapi.model.OWLDataPropertyExpression;
import org.semanticweb.owlapi.model.OWLEntity;
import org.semanticweb.owlapi.model.OWLException;
import org.semanticweb.owlapi.model.OWLLiteral;
import org.semanticweb.owlapi.model.OWLNamedIndividual;
import org.semanticweb.owlapi.model.OWLObjectProperty;
import org.semanticweb.owlapi.model.OWLObjectPropertyExpression;
import org.semanticweb.owlapi.model.OWLOntology;
import org.semanticweb.owlapi.model.OWLOntologyChange;
import org.semanticweb.owlapi.model.OWLOntologyChangeListener;
import org.semanticweb.owlapi.model.RemoveAxiom;
import org.semanticweb.owlapi.reasoner.AxiomNotInProfileException;
import org.semanticweb.owlapi.reasoner.BufferingMode;
import org.semanticweb.owlapi.reasoner.ClassExpressionNotInProfileException;
import org.semanticweb.owlapi.reasoner.FreshEntitiesException;
import org.semanticweb.owlapi.reasoner.FreshEntityPolicy;
import org.semanticweb.owlapi.reasoner.InconsistentOntologyException;
import org.semanticweb.owlapi.reasoner.IndividualNodeSetPolicy;
import org.semanticweb.owlapi.reasoner.InferenceType;
import org.semanticweb.owlapi.reasoner.Node;
import org.semanticweb.owlapi.reasoner.NodeSet;
import org.semanticweb.owlapi.reasoner.OWLReasoner;
import org.semanticweb.owlapi.reasoner.OWLReasonerConfiguration;
import org.semanticweb.owlapi.reasoner.ReasonerInterruptedException;
import org.semanticweb.owlapi.reasoner.TimeOutException;
import org.semanticweb.owlapi.reasoner.UnsupportedEntailmentTypeException;
import org.semanticweb.owlapi.reasoner.impl.NodeFactory;
import org.semanticweb.owlapi.reasoner.impl.OWLClassNode;
import org.semanticweb.owlapi.reasoner.impl.OWLClassNodeSet;
import org.semanticweb.owlapi.reasoner.impl.OWLNamedIndividualNode;
import org.semanticweb.owlapi.reasoner.impl.OWLNamedIndividualNodeSet;
import org.semanticweb.owlapi.util.Version;
import aterm.ATermAppl;
import com.clarkparsia.owlapiv3.OWL;
import com.clarkparsia.owlapiv3.OntologyUtils;
import com.clarkparsia.pellet.owlapiv3.PelletReasoner;
import com.clarkparsia.pellet.owlapiv3.PelletReasonerFactory;
/**
*
* Title:
*
*
* Description:
*
*
* Copyright: Copyright (c) 2007
*
*
* Company: Clark & Parsia, LLC.
*
*
* @author Evren Sirin
*/
public class IncrementalClassifier implements OWLReasoner, OWLOntologyChangeListener {
public static final Logger log = Logger
.getLogger( IncrementalClassifier.class
.getName() );
/**
* Modularity results
*/
private MultiValueMap modules = null;
/**
* Standard Pellet reasoner
*/
private final PelletReasoner reasoner;
/**
* Module extractor
*/
private ModuleExtractor extractor = ModuleExtractorFactory.createModuleExtractor();
private Taxonomy taxonomy = null;
/**
* Do the regular classification and module extraction in two separate
* threads concurrently. Doing so might reduce overall processing time but
* increases the memory requirements because both processes need additional
* memory during running which will be freed at the end of the process.
*/
private boolean multiThreaded = true;
public Timers timers = extractor.getTimers();
private final Random RND = new Random();
private boolean realized = false;
public IncrementalClassifier(OWLOntology ontology) {
this( PelletReasonerFactory.getInstance().createReasoner( ontology ), ModuleExtractorFactory.createModuleExtractor() );
}
public IncrementalClassifier(OWLOntology ontology, OWLReasonerConfiguration config) {
this( PelletReasonerFactory.getInstance().createReasoner( ontology, config ), ModuleExtractorFactory.createModuleExtractor() );
}
public IncrementalClassifier(OWLOntology ontology, ModuleExtractor moduleExtractor) {
this( PelletReasonerFactory.getInstance().createReasoner( ontology ), moduleExtractor );
}
public IncrementalClassifier(OWLOntology ontology, OWLReasonerConfiguration config, ModuleExtractor moduleExtractor) {
this( PelletReasonerFactory.getInstance().createReasoner( ontology, config ), moduleExtractor );
}
public IncrementalClassifier(PelletReasoner reasoner) {
this( reasoner, ModuleExtractorFactory.createModuleExtractor() );
}
public IncrementalClassifier(PelletReasoner reasoner, ModuleExtractor extractor) {
this.reasoner = reasoner;
this.extractor = extractor;
OWLOntology ontology = reasoner.getRootOntology();
for (OWLOntology ont : ontology.getImportsClosure()) {
extractor.addOntology( ont );
}
reasoner.getManager().addOntologyChangeListener( this );
}
public IncrementalClassifier(PersistedState persistedState) {
extractor = persistedState.getModuleExtractor();
taxonomy = persistedState.getTaxonomy();
realized = persistedState.isRealized();
modules = extractor.getModules();
OWLOntology ontology = extractor.getAxiomOntology();
reasoner = PelletReasonerFactory.getInstance().createReasoner( ontology );
reasoner.getManager().addOntologyChangeListener( this );
}
public IncrementalClassifier(PersistedState persistedState, OWLOntology ontology) {
reasoner = PelletReasonerFactory.getInstance().createReasoner( ontology );
extractor = persistedState.getModuleExtractor();
taxonomy = persistedState.getTaxonomy();
realized = persistedState.isRealized();
modules = extractor.getModules();
OntologyDiff diff = OntologyDiff.diffAxiomsWithOntologies( extractor.getAxioms(), Collections.singleton( ontology ) );
if( !diff.areSame() ) {
for( OWLAxiom addition : diff.getAdditions() ) {
extractor.addAxiom( addition );
}
for( OWLAxiom deletion : diff.getDeletions() ) {
extractor.deleteAxiom( deletion );
}
}
reasoner.getManager().addOntologyChangeListener( this );
}
public Collection getAxioms() {
return extractor.getAxioms();
}
/**
* Build the class hierarchy based on the results from the reasoner
*/
static public Taxonomy buildClassHierarchy(final PelletReasoner reasoner) {
Taxonomy taxonomy = new Taxonomy( null, OWL.Thing, OWL.Nothing );
Set things = reasoner.getEquivalentClasses( OWL.Thing ).getEntities();
things.remove( OWL.Thing );
if (!things.isEmpty()) {
taxonomy.addEquivalents( OWL.Thing, things );
}
Set nothings = reasoner.getEquivalentClasses( OWL.Nothing ).getEntities();
nothings.remove( OWL.Nothing );
if (!nothings.isEmpty()) {
taxonomy.addEquivalents( OWL.Nothing, nothings );
}
for (Node subEq : reasoner.getSubClasses(OWL.Thing, true) ) {
recursiveBuild( taxonomy, subEq, reasoner );
}
return taxonomy;
}
static private void recursiveBuild(Taxonomy taxonomy, Node eqClasses, PelletReasoner reasoner) {
assert !eqClasses.getEntities().isEmpty() : "Equivalents empty as passed";
final OWLClass cls = eqClasses.iterator().next();
if (taxonomy.contains( cls )) {
return;
}
final Set emptySet = Collections.emptySet();
taxonomy.addNode( eqClasses.getEntities(), emptySet, emptySet, /* hidden =*/false );
for (Node subEq : reasoner.getSubClasses(cls, true) ) {
recursiveBuild( taxonomy, subEq, reasoner );
taxonomy.addSuper( subEq.iterator().next(), cls );
}
}
public void classify() {
if( isClassified() ) {
if (extractor.isChanged()) {
// this means that there are some changes to the modules, which do not affect
// the current taxonomy (i.e., that is why isClassified() returns true)
// let's update the modules here
// TODO: maybe we should move these calls somewhere else but in general
// the users expect that all changes are applied after classify()
// and unapplied changes will prevent the classifie
extractor.updateModules( taxonomy, true );
extractor.updateModules( taxonomy, false );
}
return;
}
if( extractor.canUpdate() ) {
incrementalClassify();
}
else {
regularClassify();
}
resetRealization();
}
public void dispose() {
reasoner.dispose();
reasoner.getManager().removeOntologyChangeListener( this );
}
public Node getEquivalentClasses(OWLClassExpression clsC) {
if( clsC.isAnonymous() ) {
throw new IllegalArgumentException( "This reasoner only supports named classes" );
}
classify();
return NodeFactory.getOWLClassNode( taxonomy.getAllEquivalents( (OWLClass) clsC ) );
}
/**
* Get the modules
*/
public MultiValueMap getModules() {
return modules;
}
/**
* Get the underlying reasoner
*/
public PelletReasoner getReasoner() {
return reasoner;
}
public NodeSet getSubClasses(OWLClassExpression clsC, boolean direct) {
if( clsC.isAnonymous() ) {
throw new UnsupportedOperationException( "This reasoner only supports named classes" );
}
classify();
Set> values = new HashSet>();
for( Set val : taxonomy.getSubs( (OWLClass) clsC, direct ) ) {
values.add( NodeFactory.getOWLClassNode( val ) );
}
return new OWLClassNodeSet( values );
}
/**
* This incremental classification strategy does the following: for all
* modules that are affected, collect all of their axioms and classify them
* all once in Pellet. This allows the exploitation current classification
* optimizations
*
* @param args
*/
private void incClassifyAllModStrategy() {
// Get the entities whose modules are affected
Set effects = new HashSet();
// collect entities affected by additions
effects.addAll( extractor.updateModules( taxonomy, true ) );
// collect entities affected by deletions
effects.addAll( extractor.updateModules( taxonomy, false ) );
if( log.isLoggable( Level.FINE ) ) {
log.fine( "Module entities " + effects );
}
// create ontology for all the axioms of all effected modules
OWLOntology owlModule = extractor.getModuleFromSignature( effects );
if( log.isLoggable( Level.FINE ) ) {
log.fine( "Module axioms " + owlModule.getLogicalAxioms() );
}
// load the extracted module to a new reasoner
PelletReasoner moduleReasoner = PelletReasonerFactory.getInstance().createReasoner( owlModule );
// classify the module
moduleReasoner.getKB().classify();
if( log.isLoggable( Level.FINE ) ) {
log.fine( "Classified module:" );
new ClassTreePrinter().print( moduleReasoner.getKB().getTaxonomy(), new PrintWriter( System.err ) );
}
Taxonomy moduleTaxonomy = buildClassHierarchy( moduleReasoner );
Set affectedCls = new HashSet();
for (OWLEntity entity : effects) {
if (entity instanceof OWLClass) {
affectedCls.add( (OWLClass) entity );
}
}
taxonomy = updateClassHierarchy( taxonomy, moduleTaxonomy, affectedCls );
if( log.isLoggable( Level.FINE ) ) {
log.fine( "Updated taxonomy:" );
new TreeTaxonomyPrinter().print( taxonomy, new PrintWriter( System.err ) );
// new FunctionalTaxonomyPrinter().print( taxonomy, new OutputFormatter( System.err, false ) );
}
OntologyUtils.getOWLOntologyManager().removeOntology( owlModule );
}
private void incrementalClassify() {
if( log.isLoggable( Level.FINE ) ) {
log.fine( "Incremental classification starting" );
}
Timer timer = timers.startTimer( "incrementalClassify" );
incClassifyAllModStrategy();
timer.stop();
if( log.isLoggable( Level.FINE ) ) {
log.fine( "Incremental classification done" );
}
}
public boolean isClassified() {
// what if expressivity should change because of the yet unapplied changes?
return modules != null
&& (!extractor.isChanged() || !extractor.isClassificationNeeded(reasoner.getKB().getExpressivity()));
}
public boolean isRealized() {
return isClassified() && realized;
}
public boolean isDefined(OWLClass cls) {
return !extractor.getAxioms( cls ).isEmpty();
}
public boolean isDefined(OWLDataProperty prop) {
return !extractor.getAxioms( prop ).isEmpty();
}
public boolean isDefined(OWLNamedIndividual ind) {
return !extractor.getAxioms( ind ).isEmpty();
}
public boolean isDefined(OWLObjectProperty prop) {
return !extractor.getAxioms( prop ).isEmpty();
}
public boolean isEquivalentClass(OWLClassExpression clsC, OWLClassExpression clsD) {
if( clsC.isAnonymous() || clsD.isAnonymous() ) {
throw new UnsupportedOperationException( "This reasoner only supports named classes" );
}
classify();
return taxonomy.isEquivalent( (OWLClass) clsC, (OWLClass) clsD ) == Bool.TRUE;
}
public boolean isSatisfiable(OWLClassExpression description) {
if( description.isAnonymous() || !isClassified() ) {
return reasoner.isSatisfiable( description );
}
return !getUnsatisfiableClasses().contains( (OWLClass) description );
}
public void ontologiesChanged(List changes) throws OWLException {
if( !getRootOntology().getOWLOntologyManager().contains( getRootOntology().getOntologyID() ) ) {
return;
}
Set ontologies = getRootOntology().getImportsClosure();
for( OWLOntologyChange change : changes ) {
if( !change.isAxiomChange() || !ontologies.contains( change.getOntology() ) ) {
continue;
}
resetRealization();
OWLAxiom axiom = change.getAxiom();
if( change instanceof AddAxiom ) {
extractor.addAxiom( axiom );
}
else if( change instanceof RemoveAxiom ) {
extractor.deleteAxiom( axiom );
}
else {
throw new UnsupportedOperationException( "Unrecognized axiom change: " + change );
}
}
}
private void regularClassify() {
if( log.isLoggable( Level.FINE ) ) {
log.fine( "Regular classification starting" );
}
Thread classification = new Thread( "classification" ) {
@Override
public void run() {
// classify ontology
Timer timer = timers.startTimer( "reasonerClassify" );
reasoner.flush();
reasoner.getKB().classify();
timer.stop();
if( log.isLoggable( Level.FINE ) ) {
log.fine( "Regular taxonomy:" );
new TreeTaxonomyPrinter().print( reasoner.getKB().getTaxonomy(), new PrintWriter( System.err ) );
}
timer = timers.startTimer( "buildClassHierarchy" );
taxonomy = buildClassHierarchy( reasoner );
timer.stop();
if( log.isLoggable( Level.FINE ) ) {
log.fine( "Copied taxonomy:" );
new TreeTaxonomyPrinter().print( taxonomy, new PrintWriter( System.err ) );
}
}
};
Thread partitioning = new Thread( "partitioning" ) {
@Override
public void run() {
// get modules for each concept
modules = extractor.extractModules();
}
};
try {
Timer timer = timers.startTimer( "regularClassify" );
if( multiThreaded ) {
classification.start();
partitioning.start();
classification.join();
partitioning.join();
}
else {
classification.run();
partitioning.run();
}
timer.stop();
} catch( InterruptedException e ) {
throw new RuntimeException( e );
}
if( log.isLoggable( Level.FINE ) ) {
log.fine( "Regular classification done" );
}
}
/**
* @param taxonomy Previous taxonomy state
* @param moduleTaxonomy Change in taxonomy state
* @param affected Set of classes affected by changes
*/
private Taxonomy updateClassHierarchy(Taxonomy taxonomy,
Taxonomy moduleTaxonomy, Set affected) {
Set inTaxonomy = new HashSet( moduleTaxonomy.getClasses() );
inTaxonomy.remove( OWL.Thing );
inTaxonomy.remove( OWL.Nothing );
assert affected.containsAll( inTaxonomy ) : "Unaffected nodes in changed taxonomy";
Set removed = new HashSet( affected );
removed.removeAll( moduleTaxonomy.getClasses() );
List sorted = taxonomy.topologocialSort( /* includeEquivalents = */false );
// TODO: Top equivalents could change?!
final Set emptySet = Collections.emptySet();
for( OWLClass cls : sorted ) {
// TODO: assert assumption that if any classes equivalent in
// taxonomy exist in moduleTaxonomy, all are
if( removed.contains( cls ) || moduleTaxonomy.contains( cls ) ) {
continue;
}
moduleTaxonomy.addNode( taxonomy.getAllEquivalents( cls ), emptySet, emptySet, /* hidden= */
false );
Set supers = taxonomy.getFlattenedSupers( cls, /* direct = */true );
supers.removeAll( removed );
moduleTaxonomy.addSupers( cls, supers );
}
List nothings = new ArrayList();
for( OWLClass cls : taxonomy.getEquivalents( OWL.Nothing ) ) {
if( !removed.contains( cls ) && !moduleTaxonomy.contains( cls ) ) {
nothings.add( cls );
}
}
if( !nothings.isEmpty() ) {
moduleTaxonomy.addEquivalents( OWL.Nothing, nothings );
}
return moduleTaxonomy;
}
// /**
// * FIXME: This function is incredibly broken.
// * Main method to update the partial order and find new subsumptions.
// *
// * @param add
// * Flag for additions/deletions
// * @param node
// * the node which is being updated
// * @param newR
// * The reasoner which has been loaded and processed with the new
// * signature of this module
// */
// private void updatePartialOrder(boolean add, TaxonomyNode node, PelletReasoner newR) {
// if( log.isLoggable( Level.FINER ) )
// log.finer( "Update node " + node );
//
// OWLClass clazz = node.getName();
//
// // collect all of its valid super classes from the reasoner
// Set> validSupers = newR.getAncestorClasses( clazz );
//
// // get all of the old super classes from the subclass index
// Set oldSupers = null;// superClasses.get( clazz );
//
// // case for add
// if( add ) {
//
// // for each subclass check if its new...if it is, then add it to
// // the child of this node
// for( Set nextCls : validSupers ) {
// // if this is thing, then continue
// if( nextCls.contains( OWL.Thing ) )
// continue;
//
// // iterate over new super classes - again this is a set
// // because pellet returns a set of sets
// for( OWLClass next : nextCls ) {
// // check if this subsumption already exists
// if( !oldSupers.contains( next ) ) {
//
// // add it to the subclass index
// oldSupers.add( next );
//
// if( log.isLoggable( Level.FINER ) ) {
// log.finer( " Found new subsumption " + clazz + " subClassOf " + next );
// }
//
// // update the partial order
// TaxonomyNode newSubNode = taxonomy.getNode( next );
// if( !newSubNode.getSubs().contains( node ) ) {
// newSubNode.addSub( node );
// }
// }
// }
// }
// }
// else {
//
// // case for deletions
//
// // if there were no previous supers then by monotonicity, there
// // still will not be, so return
// if( oldSupers.isEmpty() )
// return;
//
// // used to track invalidated supers
// Set removeSet = new HashSet();
//
// // for each old subclass check if its still exists, if not
// // remove it
// for( OWLClass nextOldSuper : oldSupers ) {
// // if thing, then continue
// if( nextOldSuper.equals( OWL.Thing ) )
// continue;
//
// TaxonomyNode oldSubNode = taxonomy.getNode( nextOldSuper );
//
// // check if this subsumption still exists
// if( !OntologyUtils.containsClass( validSupers, nextOldSuper ) ) {
// // update remove set
// removeSet.add( nextOldSuper );
//
// if( log.isLoggable( Level.FINER ) ) {
// log.finer( " Found violated subsumption " + clazz + " subClassOf "
// + nextOldSuper );
// }
//
// // update partial order
// oldSubNode.removeSub( node );
// }
// }
//
// // update subclass index
// oldSupers.removeAll( removeSet );
// }
// }
/**
* Returns the value of multi-threaded option.
*
* @see IncrementalClassifier#setMultiThreaded(boolean)
* @return the value of multi-threaded option
*/
public boolean isMultiThreaded() {
return multiThreaded;
}
/**
* Sets the multi-threading option. In multi-threaded mode, during the
* initial setup, the regular classification and module extraction are
* performed in two separate threads concurrently. Doing so might reduce
* overall processing time but it also increases the memory requirements
* because both processes need additional memory during running which will
* be freed at the end of the process.
*
* @param multiThreaded value to set the multi-threaded option
*/
public void setMultiThreaded(boolean multiThreaded) {
this.multiThreaded = multiThreaded;
}
/**
* A class that has access to all the internal parts of the IncrementalClassifier that has to be persisted when saving
* the state to the stream. This class enables the separation between the I/O code and the reasoning code. This class should
* not be used any other parts of code than the I/O code.
*
* This class is a variation of Memento design pattern (as it encapsulates the state) with the
* important difference that actually no state is being copied; instead, this class only contains the references to the
* data structures to be saved. (The I/O code is thought as actually performing the copy, and therefore completing the Memento pattern.)
*
*
* Copyright: Copyright (c) 2009
*
*
* Company: Clark & Parsia, LLC.
*
*
* @author Blazej Bulka
*/
public static class PersistedState {
private final ModuleExtractor extractor;
private final Taxonomy taxonomy;
private final boolean realized;
public PersistedState( IncrementalClassifier incrementalClassifier ) {
this.extractor = incrementalClassifier.extractor;
this.taxonomy = incrementalClassifier.taxonomy;
this.realized = incrementalClassifier.realized;
}
public PersistedState( ModuleExtractor extractor, Taxonomy taxonomy, boolean realized ) {
this.extractor = extractor;
this.taxonomy = taxonomy;
this.realized = realized;
}
public ModuleExtractor getModuleExtractor() {
return extractor;
}
public Taxonomy getTaxonomy() {
return taxonomy;
}
public boolean isRealized() {
return realized;
}
}
/**
* {@inheritDoc}
*/
public void flush() {
reasoner.flush();
// TODO Auto-generated method stub
}
/**
* {@inheritDoc}
*/
public Node getBottomClassNode() {
return getEquivalentClasses( OWL.Nothing );
}
/**
* {@inheritDoc}
*/
public Node getBottomDataPropertyNode() {
return getEquivalentDataProperties( OWL.bottomDataProperty );
}
/**
* {@inheritDoc}
*/
public Node getBottomObjectPropertyNode() {
return getEquivalentObjectProperties( OWL.bottomObjectProperty );
}
/**
* {@inheritDoc}
*/
public BufferingMode getBufferingMode() {
return BufferingMode.NON_BUFFERING;
}
/**
* {@inheritDoc}
*/
public NodeSet getDataPropertyDomains(OWLDataProperty pe, boolean direct)
throws InconsistentOntologyException, FreshEntitiesException,
ReasonerInterruptedException, TimeOutException {
reasoner.flush();
return reasoner.getDataPropertyDomains( pe, direct );
}
/**
* {@inheritDoc}
*/
public Set getDataPropertyValues(OWLNamedIndividual ind, OWLDataProperty pe)
throws InconsistentOntologyException, FreshEntitiesException,
ReasonerInterruptedException, TimeOutException {
reasoner.flush();
return reasoner.getDataPropertyValues( ind, pe );
}
/**
* {@inheritDoc}
*/
public NodeSet getDifferentIndividuals(OWLNamedIndividual ind)
throws InconsistentOntologyException, FreshEntitiesException,
ReasonerInterruptedException, TimeOutException {
reasoner.flush();
return reasoner.getDifferentIndividuals( ind );
}
/**
* {@inheritDoc}
*/
public NodeSet getDisjointClasses(OWLClassExpression ce) {
DisjointClassComparator disjointClassComparator = new DisjointClassComparator( taxonomy, ce );
if( !taxonomy.contains( disjointClassComparator.getComplementRepresentation() ) ) {
reasoner.flush();
PartialOrderBuilder orderBuilder = new PartialOrderBuilder(taxonomy, disjointClassComparator);
orderBuilder.add( disjointClassComparator.getComplementRepresentation(), true );
}
OWLClassNodeSet result = new OWLClassNodeSet();
for (Set equivSet : taxonomy.getSubs( disjointClassComparator.getComplementRepresentation(), false ) ) {
result.addSameEntities( equivSet );
}
return result;
}
/**
* {@inheritDoc}
*/
public NodeSet getDisjointDataProperties(OWLDataPropertyExpression pe)
throws InconsistentOntologyException, FreshEntitiesException,
ReasonerInterruptedException, TimeOutException {
reasoner.flush();
return reasoner.getDisjointDataProperties( pe );
}
/**
* {@inheritDoc}
*/
public NodeSet getDisjointObjectProperties(OWLObjectPropertyExpression pe)
throws InconsistentOntologyException, FreshEntitiesException,
ReasonerInterruptedException, TimeOutException {
reasoner.flush();
return reasoner.getDisjointObjectProperties( pe );
}
/**
* {@inheritDoc}
*/
public Node getEquivalentDataProperties(OWLDataProperty pe)
throws InconsistentOntologyException, FreshEntitiesException,
ReasonerInterruptedException, TimeOutException {
reasoner.flush();
return reasoner.getEquivalentDataProperties( pe );
}
/**
* {@inheritDoc}
*/
public Node getEquivalentObjectProperties(OWLObjectPropertyExpression pe)
throws InconsistentOntologyException, FreshEntitiesException,
ReasonerInterruptedException, TimeOutException {
reasoner.flush();
return reasoner.getEquivalentObjectProperties( pe );
}
/**
* {@inheritDoc}
*/
public FreshEntityPolicy getFreshEntityPolicy() {
return reasoner.getFreshEntityPolicy();
}
/**
* {@inheritDoc}
*/
public IndividualNodeSetPolicy getIndividualNodeSetPolicy() {
return reasoner.getIndividualNodeSetPolicy();
}
private NodeSet getIndividualNodeSetBySameAs( Collection individuals ) {
Set> instances = new HashSet>();
Set seen = new HashSet();
for( OWLNamedIndividual ind : individuals ) {
if( !seen.contains( ind ) ) {
Node equiv = reasoner.getSameIndividuals( ind );
instances.add( equiv );
seen.addAll( equiv.getEntities() );
}
}
return new OWLNamedIndividualNodeSet( instances );
}
private NodeSet getIndividualNodeSetByName( Collection individuals ) {
Set> instances = new HashSet>();
for( OWLNamedIndividual ind : individuals ) {
for ( OWLNamedIndividual equiv : reasoner.getSameIndividuals( ind ) ) {
instances.add( new OWLNamedIndividualNode( equiv ) );
}
}
return new OWLNamedIndividualNodeSet( instances );
}
private NodeSet getIndividualNodeSet( Collection individuals ) {
if ( IndividualNodeSetPolicy.BY_NAME.equals( getIndividualNodeSetPolicy() ) ) {
return getIndividualNodeSetByName( individuals );
} else if ( IndividualNodeSetPolicy.BY_SAME_AS.equals( getIndividualNodeSetPolicy() ) ) {
return getIndividualNodeSetBySameAs( individuals );
} else {
throw new AssertionError( "Unsupported IndividualNodeSetPolicy : " + getIndividualNodeSetPolicy() );
}
}
/**
* {@inheritDoc}
*/
public NodeSet getInstances(OWLClassExpression ce, boolean direct)
throws InconsistentOntologyException, ClassExpressionNotInProfileException,
FreshEntitiesException, ReasonerInterruptedException, TimeOutException {
if( ce.isAnonymous() && direct) {
throw new UnsupportedOperationException( "This reasoner only supports named classes" );
}
reasoner.flush();
if( !isRealized() && !direct ) {
return reasoner.getInstances( ce, direct );
}
realize();
Set individuals = direct
? TaxonomyUtils.getDirectInstances(taxonomy, (OWLClass) ce)
: TaxonomyUtils.getAllInstances(taxonomy, (OWLClass) ce);
return getIndividualNodeSet( individuals );
}
/**
* {@inheritDoc}
*/
public Node getInverseObjectProperties(OWLObjectPropertyExpression pe)
throws InconsistentOntologyException, FreshEntitiesException,
ReasonerInterruptedException, TimeOutException {
reasoner.flush();
return reasoner.getInverseObjectProperties( pe );
}
/**
* {@inheritDoc}
*/
public NodeSet getObjectPropertyDomains(OWLObjectPropertyExpression pe, boolean direct)
throws InconsistentOntologyException, FreshEntitiesException,
ReasonerInterruptedException, TimeOutException {
reasoner.flush();
return reasoner.getObjectPropertyDomains( pe, direct );
}
/**
* {@inheritDoc}
*/
public NodeSet getObjectPropertyRanges(OWLObjectPropertyExpression pe, boolean direct)
throws InconsistentOntologyException, FreshEntitiesException,
ReasonerInterruptedException, TimeOutException {
reasoner.flush();
return reasoner.getObjectPropertyRanges( pe, direct );
}
/**
* {@inheritDoc}
*/
public NodeSet getObjectPropertyValues(OWLNamedIndividual ind,
OWLObjectPropertyExpression pe) throws InconsistentOntologyException,
FreshEntitiesException, ReasonerInterruptedException, TimeOutException {
reasoner.flush();
return reasoner.getObjectPropertyValues( ind, pe );
}
/**
* {@inheritDoc}
*/
public Set getPendingAxiomAdditions() {
return Collections.emptySet();
}
/**
* {@inheritDoc}
*/
public Set getPendingAxiomRemovals() {
return Collections.emptySet();
}
/**
* {@inheritDoc}
*/
public List getPendingChanges() {
return Collections.emptyList();
}
/**
* {@inheritDoc}
*/
public String getReasonerName() {
return "Pellet (Incremental)";
}
/**
* {@inheritDoc}
*/
public Version getReasonerVersion() {
return reasoner.getReasonerVersion();
}
/**
* {@inheritDoc}
*/
public OWLOntology getRootOntology() {
return reasoner.getRootOntology();
}
/**
* {@inheritDoc}
*/
public Node getSameIndividuals(OWLNamedIndividual ind)
throws InconsistentOntologyException, FreshEntitiesException,
ReasonerInterruptedException, TimeOutException {
reasoner.flush();
return reasoner.getSameIndividuals( ind );
}
/**
* {@inheritDoc}
*/
public NodeSet getSubDataProperties(OWLDataProperty pe, boolean direct)
throws InconsistentOntologyException, FreshEntitiesException,
ReasonerInterruptedException, TimeOutException {
reasoner.flush();
return reasoner.getSubDataProperties( pe, direct );
}
/**
* {@inheritDoc}
*/
public NodeSet getSubObjectProperties(OWLObjectPropertyExpression pe,
boolean direct) throws InconsistentOntologyException, FreshEntitiesException,
ReasonerInterruptedException, TimeOutException {
reasoner.flush();
return reasoner.getSubObjectProperties( pe, direct );
}
/**
* {@inheritDoc}
*/
public NodeSet getSuperClasses(OWLClassExpression ce, boolean direct)
throws InconsistentOntologyException, ClassExpressionNotInProfileException,
FreshEntitiesException, ReasonerInterruptedException, TimeOutException {
if( ce.isAnonymous() ) {
throw new UnsupportedOperationException( "This reasoner only supports named classes" );
}
classify();
Set> values = new HashSet>();
for( Set val : taxonomy.getSupers( (OWLClass) ce, direct ) ) {
values.add( NodeFactory.getOWLClassNode( val ) );
}
return new OWLClassNodeSet( values );
}
/**
* {@inheritDoc}
*/
public NodeSet getSuperDataProperties(OWLDataProperty pe, boolean direct)
throws InconsistentOntologyException, FreshEntitiesException,
ReasonerInterruptedException, TimeOutException {
reasoner.flush();
return reasoner.getSuperDataProperties( pe, direct );
}
/**
* {@inheritDoc}
*/
public NodeSet getSuperObjectProperties(OWLObjectPropertyExpression pe,
boolean direct) throws InconsistentOntologyException, FreshEntitiesException,
ReasonerInterruptedException, TimeOutException {
reasoner.flush();
return reasoner.getSuperObjectProperties( pe, direct );
}
/**
* {@inheritDoc}
*/
public long getTimeOut() {
return reasoner.getTimeOut();
}
/**
* {@inheritDoc}
*/
public Node getTopClassNode() {
return getEquivalentClasses( OWL.Thing );
}
/**
* {@inheritDoc}
*/
public Node getTopDataPropertyNode() {
return getEquivalentDataProperties( OWL.topDataProperty );
}
/**
* {@inheritDoc}
*/
public Node getTopObjectPropertyNode() {
return getEquivalentObjectProperties( OWL.topObjectProperty );
}
/**
* {@inheritDoc}
*/
public NodeSet getTypes(OWLNamedIndividual ind, boolean direct)
throws InconsistentOntologyException, FreshEntitiesException,
ReasonerInterruptedException, TimeOutException {
reasoner.flush();
realize();
OWLClassNodeSet types = new OWLClassNodeSet();
for( Set t : TaxonomyUtils.getTypes( taxonomy, ind, direct ) ) {
//Set eqSet = ATermUtils.primitiveOrBottom( t );
//if( !eqSet.isEmpty() )
types.addNode( new OWLClassNode( t ) );
}
return types;
}
/**
* {@inheritDoc}
*/
public Node getUnsatisfiableClasses() throws ReasonerInterruptedException,
TimeOutException {
classify();
return getBottomClassNode();
}
/**
* {@inheritDoc}
*/
public void interrupt() {
}
/**
* {@inheritDoc}
*/
public boolean isConsistent() throws ReasonerInterruptedException, TimeOutException {
reasoner.flush();
return reasoner.isConsistent();
}
/**
* {@inheritDoc}
*/
public boolean isEntailed(OWLAxiom axiom) throws ReasonerInterruptedException,
UnsupportedEntailmentTypeException, TimeOutException, AxiomNotInProfileException,
FreshEntitiesException {
try {
EntailmentChecker entailmentChecker = new EntailmentChecker( this );
return entailmentChecker.isEntailed( axiom );
} catch( PelletRuntimeException e ) {
throw convert( e );
}
}
/**
* {@inheritDoc}
*/
public boolean isEntailed(Set axioms) throws ReasonerInterruptedException,
UnsupportedEntailmentTypeException, TimeOutException, AxiomNotInProfileException,
FreshEntitiesException {
try {
EntailmentChecker entailmentChecker = new EntailmentChecker( this );
return entailmentChecker.isEntailed( axioms );
} catch( PelletRuntimeException e ) {
throw convert( e );
}
}
private PelletRuntimeException convert(PelletRuntimeException e) throws InconsistentOntologyException,
ReasonerInterruptedException, TimeOutException, FreshEntitiesException {
if( e instanceof org.mindswap.pellet.exceptions.TimeoutException ) {
throw new TimeOutException();
}
if( e instanceof org.mindswap.pellet.exceptions.TimerInterruptedException ) {
throw new ReasonerInterruptedException( e );
}
if( e instanceof org.mindswap.pellet.exceptions.InconsistentOntologyException ) {
throw new InconsistentOntologyException();
}
if( e instanceof org.mindswap.pellet.exceptions.UndefinedEntityException ) {
Set unknown = Collections.emptySet();
throw new FreshEntitiesException( unknown );
}
return e;
}
/**
* {@inheritDoc}
*/
public boolean isEntailmentCheckingSupported(AxiomType axiomType) {
// the current EntailmentChecker supports the same set of axioms as
// the underlying reasoner (if it cannot handle any element directly,
// it forwards the entailment check to the underlying reasoner)
return this.getReasoner().isEntailmentCheckingSupported( axiomType );
}
/**
* {@inheritDoc}
*/
public void prepareReasoner() throws ReasonerInterruptedException, TimeOutException {
classify();
}
public Taxonomy getTaxonomy() {
return taxonomy;
}
private void resetRealization() {
if ( taxonomy != null ) {
for( TaxonomyNode node : taxonomy.getNodes() ) {
node.removeDatum( TaxonomyUtils.INSTANCES_KEY );
}
}
realized = false;
}
private void realize() {
if (isRealized()) {
return;
}
Set allIndividuals = reasoner.getKB().getIndividuals();
Set visitedClasses = new HashSet();
if( !allIndividuals.isEmpty() ) {
realizeByConcept( ATermUtils.TOP, allIndividuals, reasoner.getManager().getOWLDataFactory(), visitedClasses );
}
realized = true;
}
private Set realizeByConcept( ATermAppl c, Collection individuals, OWLDataFactory factory, Set visitedClasses ) {
if( c.equals( ATermUtils.BOTTOM ) ) {
return SetUtils.emptySet();
}
if( log.isLoggable( Level.FINER ) ) {
log.finer( "Realizing concept " + c );
}
OWLClass owlClass = termToOWLClass( c, factory );
if( visitedClasses.contains( owlClass ) ) {
return TaxonomyUtils.getAllInstances(taxonomy, owlClass);
}
Set instances = new HashSet( reasoner.getKB().retrieve( c, individuals ) );
Set mostSpecificInstances = new HashSet( instances );
if( !instances.isEmpty() ) {
TaxonomyNode node = taxonomy.getNode( owlClass );
if (node == null) {
System.out.println(" no node for " + c );
}
for( TaxonomyNode sub : node.getSubs() ) {
OWLClass d = sub.getName();
Set subInstances = realizeByConcept( owlClassToTerm( d ), instances, factory, visitedClasses );
if( subInstances == null ) {
return null;
}
mostSpecificInstances.removeAll( subInstances );
}
if( !mostSpecificInstances.isEmpty() ) {
node.putDatum( TaxonomyUtils.INSTANCES_KEY, toOWLNamedIndividuals( mostSpecificInstances, factory ) );
}
}
return instances;
}
private Set toOWLNamedIndividuals( Set terms, OWLDataFactory factory ) {
HashSet result = new HashSet();
for( ATermAppl ind : terms ) {
OWLNamedIndividual owlInd = termToOWLNamedIndividual( ind, factory );
if( owlInd != null ) {
result.add( owlInd );
}
}
return result;
}
private static final ATermAppl OWL_THING = ATermUtils.makeTermAppl(Namespaces.OWL + "Thing");
private static final ATermAppl OWL_NOTHING = ATermUtils.makeTermAppl(Namespaces.OWL + "Nothing");
private OWLClass termToOWLClass( ATermAppl c, OWLDataFactory factory ) {
if ( c.equals( ATermUtils.TOP) ) {
return factory.getOWLThing();
}
else if( c.equals( OWL_THING ) ) {
return factory.getOWLThing();
}
else if( c.equals( OWL_NOTHING ) ) {
return factory.getOWLNothing();
}
if ( !ATermUtils.isBnode( c ) ) {
return factory.getOWLClass( IRI.create( c.getName() ) );
}
return null;
}
private OWLNamedIndividual termToOWLNamedIndividual( ATermAppl c, OWLDataFactory factory ) {
if ( !ATermUtils.isBnode( c ) ) {
return factory.getOWLNamedIndividual( IRI.create( c.getName() ) );
}
return null;
}
private ATermAppl owlClassToTerm( OWLClass c ) {
if( c.isOWLThing() ) {
return ATermUtils.TOP;
}
else if( c.isOWLNothing() ) {
return ATermUtils.BOTTOM;
}
else {
return ATermUtils.makeTermAppl( c.getIRI().toString() );
}
}
public class DisjointClassComparator implements PartialOrderComparator {
private static final String ANONYMOUS_COMPLEMENT_REPRESENTATION_BASE = "http://clarkparsia.com/pellet/complement/";
private static final String COMPLEMENT_POSTFIX = "-complement";
private final OWLClassExpression complementClass;
private final OWLClass complementRepresentation;
public DisjointClassComparator(Taxonomy taxonomy, OWLClassExpression originalClass) {
this.complementClass = OWL.factory.getOWLObjectComplementOf( originalClass );
this.complementRepresentation = generateComplementRepresentation(taxonomy, originalClass);
}
private OWLClass generateComplementRepresentation(Taxonomy taxonomy, OWLClassExpression originalClass) {
OWLClass complementClass = null;
if( !originalClass.isAnonymous() && ( originalClass instanceof OWLClass ) ) {
return OWL.factory.getOWLClass( IRI.create( ( (OWLClass) originalClass ).getIRI() + COMPLEMENT_POSTFIX ) );
}
do {
complementClass = OWL.factory.getOWLClass( IRI.create( ANONYMOUS_COMPLEMENT_REPRESENTATION_BASE + RND.nextLong()) );
} while ( taxonomy.contains( complementClass ) );
return complementClass;
}
public OWLClass getComplementRepresentation() {
return complementRepresentation;
}
public PartialOrderRelation compare( OWLClass a, OWLClass b ) {
OWLClassExpression aExpression = a;
OWLClassExpression bExpression = b;
if( a.equals( complementRepresentation ) ) {
aExpression = complementClass;
}
if( b.equals( complementRepresentation ) ) {
bExpression = complementClass;
}
OWLAxiom aSubClassBAxiom = OWL.factory.getOWLSubClassOfAxiom( aExpression, bExpression );
OWLAxiom bSubClassAAxiom = OWL.factory.getOWLSubClassOfAxiom( bExpression, aExpression );
boolean aLessB = reasoner.isEntailed( aSubClassBAxiom );
boolean bLessA = reasoner.isEntailed( bSubClassAAxiom );
if( aLessB && bLessA ) {
return PartialOrderRelation.EQUAL;
} else if( aLessB ) {
return PartialOrderRelation.LESS;
} else if( bLessA ) {
return PartialOrderRelation.GREATER;
} else {
return PartialOrderRelation.INCOMPARABLE;
}
}
}
/**
* {@inheritDoc}
*/
public Set getPrecomputableInferenceTypes() {
return reasoner.getPrecomputableInferenceTypes();
}
/**
* {@inheritDoc}
*/
public boolean isPrecomputed(InferenceType inferenceType) {
switch (inferenceType) {
case CLASS_HIERARCHY:
return isClassified();
case CLASS_ASSERTIONS:
return isRealized();
default:
return reasoner.isPrecomputed(inferenceType);
}
}
/**
* {@inheritDoc}
*/
public void precomputeInferences(InferenceType... inferenceTypes) throws ReasonerInterruptedException,
TimeOutException, InconsistentOntologyException {
for (InferenceType inferenceType : inferenceTypes) {
switch (inferenceType) {
case CLASS_HIERARCHY:
classify();
case CLASS_ASSERTIONS:
realize();
default:
reasoner.precomputeInferences(inferenceTypes);
}
}
}
}