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/* This file is part of the OWL API.
* The contents of this file are subject to the LGPL License, Version 3.0.
* Copyright 2014, The University of Manchester
*
* This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.
* This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.
* You should have received a copy of the GNU General Public License along with this program. If not, see http://www.gnu.org/licenses/.
*
* Alternatively, the contents of this file may be used under the terms of the Apache License, Version 2.0 in which case, the provisions of the Apache License Version 2.0 are applicable instead of those above.
* 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.semanticweb.owlapi.debugging;
import static org.semanticweb.owlapi.model.parameters.Imports.INCLUDED;
import static org.semanticweb.owlapi.util.OWLAPIPreconditions.checkNotNull;
import static org.semanticweb.owlapi.util.OWLAPIPreconditions.verifyNotNull;
import static org.semanticweb.owlapi.util.OWLAPIStreamUtils.add;
import static org.semanticweb.owlapi.util.OWLAPIStreamUtils.asList;
import static org.semanticweb.owlapi.util.OWLAPIStreamUtils.asUnorderedSet;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.HashSet;
import java.util.LinkedHashSet;
import java.util.List;
import java.util.Set;
import javax.annotation.Nullable;
import org.semanticweb.owlapi.model.AddAxiom;
import org.semanticweb.owlapi.model.IRI;
import org.semanticweb.owlapi.model.OWLAnnotationAxiom;
import org.semanticweb.owlapi.model.OWLAxiom;
import org.semanticweb.owlapi.model.OWLClass;
import org.semanticweb.owlapi.model.OWLClassExpression;
import org.semanticweb.owlapi.model.OWLEntity;
import org.semanticweb.owlapi.model.OWLIndividual;
import org.semanticweb.owlapi.model.OWLOntology;
import org.semanticweb.owlapi.model.OWLOntologyCreationException;
import org.semanticweb.owlapi.model.OWLOntologyManager;
import org.semanticweb.owlapi.model.OWLRuntimeException;
import org.semanticweb.owlapi.reasoner.OWLReasoner;
import org.semanticweb.owlapi.reasoner.OWLReasonerFactory;
import org.semanticweb.owlapi.util.SimpleIRIMapper;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
/**
* This is an implementation of a blackbox debugger. The implementation is based on the description
* of a black box debugger as described in Aditya Kalyanpur's PhD Thesis : "Debugging and Repair of
* OWL Ontologies".
*
* @author Matthew Horridge, The University Of Manchester, Bio-Health Informatics Group
* @since 2.0.0
*/
public class BlackBoxOWLDebugger extends AbstractOWLDebugger {
private static final Logger LOGGER = LoggerFactory.getLogger(BlackBoxOWLDebugger.class);
private static final int DEFAULT_INITIAL_EXPANSION_LIMIT = 50;
private static final int DEFAULT_FAST_PRUNING_WINDOW_SIZE = 10;
private final Set debuggingAxioms = new LinkedHashSet<>();
private final Set objectsExpandedWithDefiningAxioms = new HashSet<>();
private final Set objectsExpandedWithReferencingAxioms = new HashSet<>();
private final Set expandedWithDefiningAxioms = new HashSet<>();
private final Set expandedWithReferencingAxioms = new HashSet<>();
private final OWLReasonerFactory reasonerFactory;
private final Set temporaryAxioms = new HashSet<>();
@Nullable
private OWLClass currentClass;
@Nullable
private OWLOntology debuggingOntology;
private int expansionLimit = DEFAULT_INITIAL_EXPANSION_LIMIT;
private final int fastPruningWindowSize;
// Creation of debugging ontology and satisfiability testing
private int satTestCount = 0;
/**
* Instantiates a new black box owl debugger.
*
* @param owlOntologyManager manager to use
* @param ontology ontology to debug
* @param reasonerFactory factory to use
*/
public BlackBoxOWLDebugger(OWLOntologyManager owlOntologyManager, OWLOntology ontology,
OWLReasonerFactory reasonerFactory) {
this(owlOntologyManager, ontology, reasonerFactory,
Math.max(ontology.getLogicalAxiomCount() / 100, DEFAULT_FAST_PRUNING_WINDOW_SIZE));
}
/**
* Instantiates a new black box owl debugger.
*
* @param owlOntologyManager manager to use
* @param ontology ontology to debug
* @param reasonerFactory factory to use
* @param fastPruningWindowSize size of the pruning window, defaults to 1% of axiom number or
* 10, whichever is larger
*/
public BlackBoxOWLDebugger(OWLOntologyManager owlOntologyManager, OWLOntology ontology,
OWLReasonerFactory reasonerFactory, int fastPruningWindowSize) {
super(owlOntologyManager, ontology);
this.reasonerFactory = checkNotNull(reasonerFactory, "reasonerFactory cannot be null");
this.fastPruningWindowSize = fastPruningWindowSize;
}
/**
* A utility method. Adds axioms from one set to another set upto a specified limit. Annotation
* axioms are stripped out
*
* @param the number type
* @param source The source set. Objects from this set will be added to the destination set
* @param dest The destination set. Objects will be added to this set
* @param limit The maximum number of objects to be added.
* @return The number of objects that were actuall added.
*/
private static int addMax(Set source, Set dest, int limit) {
int count = 0;
for (N obj : source) {
if (count == limit) {
break;
}
if (!(obj instanceof OWLAnnotationAxiom) && dest.add(obj)) {
count++;
}
}
return count;
}
private static IRI createIRI() {
return IRI.getNextDocumentIRI("http://debugging.blackbox#A");
}
@Override
public void dispose() {
reset();
}
private void reset() {
currentClass = null;
debuggingOntology = null;
debuggingAxioms.clear();
objectsExpandedWithDefiningAxioms.clear();
objectsExpandedWithReferencingAxioms.clear();
expandedWithDefiningAxioms.clear();
expandedWithReferencingAxioms.clear();
temporaryAxioms.clear();
expansionLimit = DEFAULT_INITIAL_EXPANSION_LIMIT;
}
@Override
protected OWLClassExpression getCurrentClass() {
return verifyNotNull(currentClass,
"currentClass is null; it is not possible to use it at this point.");
}
/**
* Setup debugging class.
*
* @param cls the cls
* @return the oWL class
*/
private OWLClass setupDebuggingClass(OWLClassExpression cls) {
if (!cls.isAnonymous()) {
return (OWLClass) cls;
} else {
// The class is anonymous, so we need to assign it a name
OWLClass curCls = df.getOWLClass(createIRI());
temporaryAxioms.add(df.getOWLEquivalentClassesAxiom(Arrays.asList(curCls, cls)));
temporaryAxioms.forEach(ax -> man.addAxiom(getOWLOntology(), ax));
return curCls;
}
}
@Override
public Set getSOSForInconsistentClass(OWLClassExpression cls) {
reset();
currentClass = setupDebuggingClass(cls);
generateSOSAxioms();
getOWLOntology().remove(temporaryAxioms);
debuggingAxioms.removeAll(temporaryAxioms);
return new HashSet<>(debuggingAxioms);
}
// Expansion
private int expandAxioms() {
// We expand the axiom set using axioms that define entities that are
// already
// referenced in the existing set of axioms. If this fails to expand the
// axiom
// set we expand using axioms that reference the entities in the axioms
// that have
// already been expanded.
// Keep track of the number of axioms that have been added
int axiomsAdded = 0;
int remainingSpace = expansionLimit;
double expansionFactor = 1.25;
for (OWLAxiom ax : new ArrayList<>(debuggingAxioms)) {
if (expandedWithDefiningAxioms.contains(ax)) {
// Skip if already done
continue;
}
// Collect the entities that have been used in the axiom
for (OWLEntity curObj : asList(ax.signature())) {
if (!objectsExpandedWithDefiningAxioms.contains(curObj)) {
int added = expandWithDefiningAxioms(curObj, remainingSpace);
axiomsAdded += added;
remainingSpace -= added;
if (remainingSpace == 0) {
expansionLimit *= expansionFactor;
return axiomsAdded;
}
// Flag that we have completely expanded all defining axioms
// for this particular entity
objectsExpandedWithDefiningAxioms.add(curObj);
}
}
// Flag that we've completely expanded this particular axiom
expandedWithDefiningAxioms.add(ax);
}
if (axiomsAdded > 0) {
return axiomsAdded;
}
// No axioms added at this point. Start adding axioms that reference
// entities contained in the current set of debugging axioms
for (OWLAxiom ax : new ArrayList<>(debuggingAxioms)) {
if (expandedWithReferencingAxioms.contains(ax)) {
// Skip - already done this one
continue;
}
// Keep track of the number of axioms that have been added
for (OWLEntity curObj : asList(ax.signature())) {
if (!objectsExpandedWithReferencingAxioms.contains(curObj)) {
int added = expandWithReferencingAxioms(curObj, expansionLimit);
axiomsAdded += added;
remainingSpace -= added;
if (remainingSpace == 0) {
expansionLimit *= expansionFactor;
return axiomsAdded;
}
objectsExpandedWithReferencingAxioms.add(curObj);
}
}
expandedWithReferencingAxioms.add(ax);
}
return axiomsAdded;
}
/**
* Creates a set of axioms to expands the debugging axiom set by adding the defining axioms for
* the specified entity.
*
* @param obj the obj
* @param limit the limit
* @return the int
*/
private int expandWithDefiningAxioms(OWLEntity obj, int limit) {
Set expansionAxioms = new HashSet<>();
if (obj instanceof OWLClass) {
add(expansionAxioms, getOWLOntology().axioms((OWLClass) obj, INCLUDED));
} else if (obj.isOWLObjectProperty()) {
add(expansionAxioms, getOWLOntology().axioms(obj.asOWLObjectProperty(), INCLUDED));
} else if (obj.isOWLDataProperty()) {
add(expansionAxioms, getOWLOntology().axioms(obj.asOWLDataProperty(), INCLUDED));
} else if (obj instanceof OWLIndividual) {
add(expansionAxioms, getOWLOntology().axioms((OWLIndividual) obj, INCLUDED));
}
expansionAxioms.removeAll(debuggingAxioms);
return addMax(expansionAxioms, debuggingAxioms, limit);
}
/**
* Expands the axiom set by adding the referencing axioms for the specified entity.
*
* @param obj the obj
* @param limit the limit
* @return the int
*/
private int expandWithReferencingAxioms(OWLEntity obj, int limit) {
// First expand by getting the defining axioms - if this doesn't
// return any axioms, then get the axioms that reference the entity
Set expansionAxioms =
asUnorderedSet(getOWLOntology().referencingAxioms(obj, INCLUDED));
expansionAxioms.removeAll(debuggingAxioms);
return addMax(expansionAxioms, debuggingAxioms, limit);
}
// Contraction/Pruning - Fast pruning is performed and then slow pruning is
// performed.
private void performFastPruning() {
Set axiomWindow = new HashSet<>();
Object[] axioms = debuggingAxioms.toArray();
LOGGER.info("Fast pruning: ");
LOGGER.info(" - Window size: {}", Integer.valueOf(fastPruningWindowSize));
int windowCount = debuggingAxioms.size() / fastPruningWindowSize;
for (int currentWindow = 0; currentWindow < windowCount; currentWindow++) {
axiomWindow.clear();
int startIndex = currentWindow * fastPruningWindowSize;
int endIndex = startIndex + fastPruningWindowSize;
for (int axiomIndex = startIndex; axiomIndex < endIndex; axiomIndex++) {
OWLAxiom currentAxiom = (OWLAxiom) axioms[axiomIndex];
axiomWindow.add(currentAxiom);
debuggingAxioms.remove(currentAxiom);
}
if (isSatisfiable()) {
debuggingAxioms.addAll(axiomWindow);
}
}
// Add any left over axioms
axiomWindow.clear();
int remainingAxiomsCount = debuggingAxioms.size() % fastPruningWindowSize;
if (remainingAxiomsCount > 0) {
int fragmentIndex = windowCount * fastPruningWindowSize;
while (fragmentIndex < axioms.length) {
OWLAxiom curAxiom = (OWLAxiom) axioms[fragmentIndex];
axiomWindow.add(curAxiom);
debuggingAxioms.remove(curAxiom);
fragmentIndex++;
}
if (isSatisfiable()) {
debuggingAxioms.addAll(axiomWindow);
}
}
LOGGER.info(" - End of fast pruning");
}
private void performSlowPruning() {
// Simply remove axioms one at a time. If the class
// being debugged turns satisfiable then we know we have
// an SOS axoiom.
new ArrayList<>(debuggingAxioms).forEach(this::removeAndTest);
}
protected void removeAndTest(OWLAxiom ax) {
debuggingAxioms.remove(ax);
if (isSatisfiable()) {
// Affects satisfiability, so add back in
debuggingAxioms.add(ax);
}
}
protected OWLOntology getDebuggingOntology() {
return verifyNotNull(debuggingOntology);
}
/**
* Tests the satisfiability of the test class. The ontology is recreated before the test is
* performed.
*
* @return true, if is satisfiable
*/
private boolean isSatisfiable() {
createDebuggingOntology();
OWLReasoner reasoner = reasonerFactory.createNonBufferingReasoner(getDebuggingOntology());
satTestCount++;
boolean sat = reasoner.isSatisfiable(verifyNotNull(currentClass));
reasoner.dispose();
return sat;
}
private void createDebuggingOntology() {
if (debuggingOntology != null) {
man.removeOntology(verifyNotNull(debuggingOntology));
}
IRI iri = createIRI();
SimpleIRIMapper mapper = new SimpleIRIMapper(iri, iri);
man.getIRIMappers().add(mapper);
try {
debuggingOntology = man.createOntology(iri);
} catch (OWLOntologyCreationException e) {
throw new OWLRuntimeException(e);
}
man.getIRIMappers().remove(mapper);
List changes = new ArrayList<>();
debuggingAxioms.forEach(ax -> changes.add(new AddAxiom(getDebuggingOntology(), ax)));
temporaryAxioms.forEach(ax -> changes.add(new AddAxiom(getDebuggingOntology(), ax)));
// Ensure the ontology contains the signature of the class which is
// being debugged
OWLAxiom ax = df.getOWLSubClassOfAxiom(verifyNotNull(currentClass), df.getOWLThing());
changes.add(new AddAxiom(getDebuggingOntology(), ax));
man.applyChanges(changes);
}
private void resetSatisfiabilityTestCounter() {
satTestCount = 0;
}
private void generateSOSAxioms() {
// Perform the initial expansion - this will cause
// the debugging axioms set to be expanded to the
// defining axioms for the class being debugged
resetSatisfiabilityTestCounter();
expandWithDefiningAxioms((OWLClass) getCurrentClass(), expansionLimit);
LOGGER.info("Initial axiom count: {}", Integer.valueOf(debuggingAxioms.size()));
int totalAdded = 0;
int expansionCount = 0;
while (isSatisfiable()) {
LOGGER.info("Expanding axioms (expansion {})", Integer.valueOf(expansionCount));
expansionCount++;
int numberAdded = expandAxioms();
totalAdded += numberAdded;
LOGGER.info(" ... expanded by {}", Integer.valueOf(numberAdded));
if (numberAdded == 0) {
LOGGER.info("ERROR! Cannot find SOS axioms!");
debuggingAxioms.clear();
return;
}
}
LOGGER.info("Total number of axioms added: {}", Integer.valueOf(totalAdded));
LOGGER.info("FOUND CLASH! Pruning {} axioms...", Integer.valueOf(debuggingAxioms.size()));
resetSatisfiabilityTestCounter();
LOGGER.info("Fast pruning...");
performFastPruning();
LOGGER.info("... end of fast pruning. Axioms remaining: {}",
Integer.valueOf(debuggingAxioms.size()));
LOGGER.info("Performed {} satisfiability tests during fast pruning",
Integer.valueOf(satTestCount));
int totalSatTests = satTestCount;
resetSatisfiabilityTestCounter();
LOGGER.info("Slow pruning...");
performSlowPruning();
LOGGER.info("... end of slow pruning");
LOGGER.info("Performed {} satisfiability tests during slow pruning",
Integer.valueOf(satTestCount));
totalSatTests += satTestCount;
LOGGER.info("Total number of satisfiability tests performed: {}",
Integer.valueOf(totalSatTests));
}
}
