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SemanticCoverage.java
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306 lines (285 loc) · 16.9 KB
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/*
* To change this license header, choose License Headers in Project Properties.
* To change this template file, choose Tools | Templates
* and open the template in the editor.
*/
package com.mycompany.semanticcoverage;
//import com.clarkparsia.pellet.owlapiv3.PelletReasonerFactory;
import java.io.File;
import java.io.IOException;
import java.util.ArrayList;
import java.util.HashSet;
import java.util.Iterator;
import java.util.List;
import java.util.Set;
import java.util.stream.Collectors;
import java.util.stream.Stream;
import org.semanticweb.HermiT.Configuration;
import org.semanticweb.HermiT.Reasoner;
import org.semanticweb.owlapi.apibinding.OWLManager;
import org.semanticweb.owlapi.model.IRI;
import org.semanticweb.owlapi.model.OWLClass;
import org.semanticweb.owlapi.model.OWLDataFactory;
import org.semanticweb.owlapi.model.OWLException;
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.OWLOntologyManager;
import org.semanticweb.owlapi.reasoner.NodeSet;
import org.semanticweb.owlapi.reasoner.OWLReasoner;
import org.semanticweb.owlapi.util.AutoIRIMapper;
/**
*
* @author Pallavi Karanth
*/
public class SemanticCoverage {
/**
* @param args the command line arguments
*/
public static void main(String[] args) throws OWLException, InstantiationException, IllegalAccessException,
ClassNotFoundException, IOException, Exception {
String OntologyFile = new String(args[0]);
System.out.println("The Ontology file which is preprocessed and used for computing Semantic Distance is "+OntologyFile);
String FolderName = new String(args[1]);
System.out.println("The folder containing ontology file is "+FolderName);
String base = args[2];
List<String> propertyNames = new ArrayList<>();
//System.out.println("Number of arguments is "+args.length);
for(int i = 3; i < args.length;i++)
{
propertyNames.add(args[i]);
}
int success = loadOntology(OntologyFile,FolderName,propertyNames,base);
}
public static int loadOntology(String fileName, String folderName, List<String> propertyNames, String base) throws OWLException, InstantiationException, IllegalAccessException,
ClassNotFoundException, IOException, Exception
{
OWLOntologyManager manager = OWLManager.createOWLOntologyManager();
File owlFile = new File(fileName);
File folder = new File(folderName);
AutoIRIMapper mapper=new AutoIRIMapper(folder, true);
manager.addIRIMapper(mapper);
OWLOntology ontology = manager.loadOntologyFromOntologyDocument(owlFile);
// Report information about the ontology
System.out.println("Ontology Loaded...");
//System.out.println("Document IRI: " + documentIRI);
System.out.println("Ontology : " + ontology.getOntologyID());
System.out.println("Format : " + manager.getOntologyFormat(ontology));
Reasoner.ReasonerFactory factory = new Reasoner.ReasonerFactory();
Configuration configuration=new Configuration();
configuration.throwInconsistentOntologyException=false;
OWLReasoner reasoner=factory.createReasoner(ontology, configuration);
int success = domainCoverage(ontology,manager,propertyNames,base,reasoner);
//int successRangeCoverage = rangeCoverage(ontology,manager,propertyNames,base);
int successClassCoverage = classCoverage(ontology,manager,base,reasoner);
return 1;
}
public static int domainCoverage(OWLOntology ontology, OWLOntologyManager manager, List<String> propertyNames, String base, OWLReasoner reasoner)
{
int success = 1;
OWLDataFactory dataFactory = manager.getOWLDataFactory();
/*OWLClass topClass = dataFactory.getOWLClass(IRI.create(base+"OWL:Thing"));
Set<OWLClass> subClasses = reasoner.getSubClasses(topClass, false).getFlattened();*/
Stream<OWLClass> stream = ontology.classesInSignature();
Set<OWLClass> setClasses = ontology.classesInSignature().collect(Collectors.toSet());
int numOfClasses = setClasses.size();
System.out.println("Number of classes "+numOfClasses);
List<OWLNamedIndividual> instancesOfAllClasses = new ArrayList<>();
List<Set<OWLNamedIndividual>> setOfInstancesOfEachClass = new ArrayList<>();
List<OWLClass> namesOfClasses = new ArrayList<>();
for(OWLClass eachClass : setClasses)
{
//System.out.println("Class Name: "+eachClass);
Set<OWLNamedIndividual> instancesOfEachClass = reasoner.getInstances(eachClass).getFlattened();
setOfInstancesOfEachClass.add(instancesOfEachClass);
boolean addAll = instancesOfAllClasses.addAll(instancesOfEachClass);
namesOfClasses.add(eachClass);
}
int numberofInstancesTotal = instancesOfAllClasses.size();
System.out.println("Total number of instances "+numberofInstancesTotal);
for(String eachProp: propertyNames)
{
int instancesWithValueForProp = 0;
int[] NumberOfInstancesWithValueForPropForEachClass = new int[numOfClasses];
OWLObjectProperty prop = dataFactory.getOWLObjectProperty(IRI.create(base+eachProp));
Set<OWLObjectPropertyExpression> subProperties = reasoner.getSubObjectProperties(prop).getFlattened();
//System.out.println("For Property : "+prop);
for(int index = 0; index < setOfInstancesOfEachClass.size(); index++)
{
Set<OWLNamedIndividual> instancesOfClass = setOfInstancesOfEachClass.get(index);
for(OWLNamedIndividual indiv: instancesOfClass)
{
Set<OWLNamedIndividual> objectPropertyValuesForIndivForEachProp = reasoner.getObjectPropertyValues(indiv, prop).getFlattened();
int numberOfValues = objectPropertyValuesForIndivForEachProp.size();
if(numberOfValues>0)
{
instancesWithValueForProp+=1;
NumberOfInstancesWithValueForPropForEachClass[index]+=1;
}
else
{
// Check if the individual has value for any of the sub properties
for(OWLObjectPropertyExpression expr : subProperties)
{
Set<OWLNamedIndividual> objectPropertyValuesForIndivSubProperty = reasoner.getObjectPropertyValues(indiv, expr).getFlattened();
int numberOfValuesForSubProp = objectPropertyValuesForIndivSubProperty.size();
if(numberOfValuesForSubProp>0)
{
instancesWithValueForProp+=1;
NumberOfInstancesWithValueForPropForEachClass[index]+=1;
}
}
}
//System.out.println("Number of Object Property Values of Individual "+indiv + " for property " + prop + " is: "+numberOfValues);
}
if(NumberOfInstancesWithValueForPropForEachClass[index]>0)
{
OWLClass className = namesOfClasses.get(index);
System.out.println("Number of instances in class "+className+ " with value for property "+ prop + " is "+NumberOfInstancesWithValueForPropForEachClass[index]);
double ratio = (double)NumberOfInstancesWithValueForPropForEachClass[index]/numberofInstancesTotal;
double classDomainCoverage = ratio*100;
System.out.println("Class domain coverage of class "+className + " for Property " + prop + " is: "+classDomainCoverage);
}
}
/*for(OWLNamedIndividual indiv: instancesOfAllClasses)
{
Set<OWLNamedIndividual> objectPropertyValuesForIndivForEachProp = reasoner.getObjectPropertyValues(indiv, prop).getFlattened();
int numberOfValues = objectPropertyValuesForIndivForEachProp.size();
if(numberOfValues>0)
{
instancesWithValueForProp+=1;
}
//System.out.println("Number of Object Property Values of Individual "+indiv + " for property " + prop + " is: "+numberOfValues);
}*/
System.out.println("Number of instances with value for property "+prop+" is : "+instancesWithValueForProp);
double ratio = (double)instancesWithValueForProp/numberofInstancesTotal;
//System.out.println("Ratio "+ratio);
double domainCoverageForProp = (double)ratio*100;
System.out.println("Domain Coverage for property "+ prop + " is "+domainCoverageForProp);
}
return success;
}
public static int rangeCoverage(OWLOntology ontology, OWLOntologyManager manager, List<String> propertyNames, String base)
{
int success = 1;
Reasoner.ReasonerFactory factory = new Reasoner.ReasonerFactory();
Configuration configuration=new Configuration();
configuration.throwInconsistentOntologyException=false;
OWLReasoner reasoner=factory.createReasoner(ontology, configuration);
OWLDataFactory dataFactory = manager.getOWLDataFactory();
/*OWLClass topClass = dataFactory.getOWLClass(IRI.create(base+"OWL:Thing"));
Set<OWLClass> subClasses = reasoner.getSubClasses(topClass, false).getFlattened();*/
Stream<OWLClass> stream = ontology.classesInSignature();
Set<OWLClass> setClasses = ontology.classesInSignature().collect(Collectors.toSet());
int numOfClasses = setClasses.size();
System.out.println("Number of classes "+numOfClasses);
List<OWLNamedIndividual> instancesOfAllClasses = new ArrayList<>();
List<Set<OWLNamedIndividual>> setOfInstancesOfEachClass = new ArrayList<>();
List<OWLClass> namesOfClasses = new ArrayList<>();
for(OWLClass eachClass : setClasses)
{
//System.out.println("Class Name: "+eachClass);
Set<OWLNamedIndividual> instancesOfEachClass = reasoner.getInstances(eachClass).getFlattened();
setOfInstancesOfEachClass.add(instancesOfEachClass);
boolean addAll = instancesOfAllClasses.addAll(instancesOfEachClass);
namesOfClasses.add(eachClass);
}
int numberofInstancesTotal = instancesOfAllClasses.size();
System.out.println("Total number of instances "+numberofInstancesTotal);
for(String eachProp: propertyNames)
{
int instancesWithValueForProp = 0;
int[] NumberOfInstancesWithValueForPropForEachClass = new int[numOfClasses];
OWLObjectProperty prop = dataFactory.getOWLObjectProperty(IRI.create(base+eachProp));
Set<OWLObjectPropertyExpression> subProperties = reasoner.getSubObjectProperties(prop).getFlattened();
System.out.println("For Property : "+prop);
for(int index = 0; index < setOfInstancesOfEachClass.size(); index++)
{
Set<OWLNamedIndividual> instancesOfClass = setOfInstancesOfEachClass.get(index);
for(OWLNamedIndividual indiv: instancesOfClass)
{
OWLClass classOfThisInstance = namesOfClasses.get(index);
System.out.println("Individual "+indiv+ " Class "+classOfThisInstance);
Set<OWLClass> objectPropertyRanges = reasoner.getObjectPropertyRanges(prop).getFlattened();
for(OWLClass eachRangeClass : objectPropertyRanges)
{
System.out.println("Property "+prop + " Range "+eachRangeClass);
if(!eachRangeClass.isOWLThing())
System.out.println("ObjectPropertyRanges " + " of Property "+ prop + " are "+eachRangeClass );
break;
}
}
if(NumberOfInstancesWithValueForPropForEachClass[index]>0)
{
OWLClass className = namesOfClasses.get(index);
System.out.println("Number of instances in class "+className+ " with value for property "+ prop + " is "+NumberOfInstancesWithValueForPropForEachClass[index]);
double ratio = (double)NumberOfInstancesWithValueForPropForEachClass[index]/numberofInstancesTotal;
double classDomainCoverage = ratio*100;
System.out.println("Class domain coverage of class "+className + " for Property " + prop + " is: "+classDomainCoverage);
}
}
System.out.println("Number of instances with value for property "+prop+" is : "+instancesWithValueForProp);
double ratio = (double)instancesWithValueForProp/numberofInstancesTotal;
//System.out.println("Ratio "+ratio);
double rangeCoverageForProp = (double)ratio*100;
System.out.println("Domain Coverage for property "+ prop + " is "+rangeCoverageForProp);
}
return success;
}
public static int classCoverage(OWLOntology ontology, OWLOntologyManager manager, String base, OWLReasoner reasoner)
{
int success = 1;
OWLDataFactory dataFactory = manager.getOWLDataFactory();
/*OWLClass topClass = dataFactory.getOWLClass(IRI.create(base+"OWL:Thing"));
Set<OWLClass> subClasses = reasoner.getSubClasses(topClass, false).getFlattened();*/
Stream<OWLClass> stream = ontology.classesInSignature();
Set<OWLClass> setClasses = ontology.classesInSignature().collect(Collectors.toSet());
int numOfClasses = setClasses.size();
System.out.println("Number of classes "+numOfClasses);
List<OWLNamedIndividual> instancesOfAllClasses = new ArrayList<>();
List<Set<OWLNamedIndividual>> setOfInstancesOfEachClass = new ArrayList<>();
List<Set<OWLClass>> subClassesOfEachClass = new ArrayList<>();
List<OWLClass> namesOfClasses = new ArrayList<>();
for(OWLClass eachClass : setClasses)
{
//System.out.println("Class Name: "+eachClass);
Set<OWLNamedIndividual> instancesOfEachClass = reasoner.getInstances(eachClass).getFlattened();
int numberOfInstancesOfThisParentClass = instancesOfEachClass.size();
setOfInstancesOfEachClass.add(instancesOfEachClass);
boolean addAll = instancesOfAllClasses.addAll(instancesOfEachClass);
namesOfClasses.add(eachClass);
Set<OWLClass> subClassesOfThisClass = reasoner.getSubClasses(eachClass).getFlattened();
for(OWLClass eachSubClass : subClassesOfThisClass)
{
int numberOfInstancesOfThisSubClass = reasoner.getInstances(eachSubClass).getFlattened().size();
double ratio = (double)numberOfInstancesOfThisSubClass/numberOfInstancesOfThisParentClass;
double hierarchicalClassCoverage = (double)ratio * 100;
System.out.println("Hierarchical Class Coverage of class "+eachSubClass.getIRI().getShortForm().toString()+" is "+hierarchicalClassCoverage);
}
subClassesOfEachClass.add(subClassesOfThisClass);
}
int numberofInstancesTotal = instancesOfAllClasses.size();
System.out.println("Total number of instances "+numberofInstancesTotal);
int index = 0;
for(Set<OWLNamedIndividual> eachSetOfInstances : setOfInstancesOfEachClass)
{
int numberOfInstancesOfThisClass = eachSetOfInstances.size();
double ratio = (double)numberOfInstancesOfThisClass/numberofInstancesTotal;
double classCoverage = (double)ratio*100;
OWLClass thisClass = namesOfClasses.get(index);
if(!thisClass.isOWLThing())
System.out.println("Class Coverage of class "+thisClass + " is "+classCoverage);
index++;
}
// Compute Hierarchical Class Coverage
/*for(Set<OWLClass> eachSubClassOfClass : subClassesOfEachClass)
{
for(OWLClass eachSubClass: eachSubClassOfClass)
{
int numberOfInstancesPerSubClass = reasoner.getInstances(eachSubClass).getFlattened().size();
}
}*/
return success;
}
}