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package uk.ac.ox.cs.rsacomb
/* Java imports */
import java.{util => ju}
import java.util.HashMap
import java.util.stream.{Collectors, Stream}
import java.io.File
import org.semanticweb.owlapi.apibinding.OWLManager
import org.semanticweb.owlapi.util.OWLOntologyMerger
import org.semanticweb.owlapi.model.{OWLOntology, OWLAxiom, OWLLogicalAxiom}
import org.semanticweb.owlapi.model.{
OWLClass,
OWLClassExpression,
OWLDataPropertyAssertionAxiom,
OWLObjectProperty,
OWLSubObjectPropertyOfAxiom,
OWLObjectPropertyExpression,
OWLObjectSomeValuesFrom,
OWLDataSomeValuesFrom,
OWLSubClassOfAxiom
}
import org.semanticweb.owlapi.model.parameters.Imports
import org.semanticweb.owlapi.reasoner.structural.StructuralReasonerFactory
import org.semanticweb.owlapi.model.{IRI => OWLIRI}
import uk.ac.manchester.cs.owl.owlapi.OWLObjectPropertyImpl
import tech.oxfordsemantic.jrdfox.client.{UpdateType, DataStoreConnection}
import tech.oxfordsemantic.jrdfox.Prefixes
import tech.oxfordsemantic.jrdfox.logic.datalog.{
Rule,
TupleTableAtom,
Negation,
BodyFormula
}
import tech.oxfordsemantic.jrdfox.logic.expression.{
Term,
Variable,
IRI,
Resource,
Literal
}
import tech.oxfordsemantic.jrdfox.logic.sparql.statement.SelectQuery
/* Scala imports */
import scala.collection.JavaConverters._
import scala.collection.mutable.Set
import scalax.collection.immutable.Graph
import scalax.collection.GraphEdge.UnDiEdge
/* Debug only */
import org.semanticweb.owlapi.dlsyntax.renderer.DLSyntaxObjectRenderer
import tech.oxfordsemantic.jrdfox.logic._
import org.semanticweb.owlapi.model.OWLObjectInverseOf
import uk.ac.ox.cs.rsacomb.converter._
import uk.ac.ox.cs.rsacomb.suffix._
import uk.ac.ox.cs.rsacomb.sparql._
import uk.ac.ox.cs.rsacomb.util.{RDFoxUtil, RSA}
object RSAOntology {
// Counter used to implement a simple fresh variable generator
private var counter = -1;
/** Name of the RDFox data store used for CQ answering */
private val DataStore = "answer_computation"
def apply(ontology: OWLOntology): RSAOntology = new RSAOntology(ontology)
def apply(ontologies: File*): RSAOntology =
new RSAOntology(loadOntology(ontologies: _*))
def genFreshVariable(): Variable = {
counter += 1
Variable.create(f"I$counter%03d")
}
private def loadOntology(ontologies: File*): OWLOntology = {
val manager = OWLManager.createOWLOntologyManager()
ontologies.foreach { manager.loadOntologyFromOntologyDocument(_) }
val merger = new OWLOntologyMerger(manager)
merger.createMergedOntology(manager, OWLIRI.create("_:merged"))
}
}
class RSAOntology(val ontology: OWLOntology) {
import uk.ac.ox.cs.rsacomb.implicits.RSAAxiom._
import uk.ac.ox.cs.rsacomb.implicits.JavaCollections._
// Gather TBox/RBox/ABox from original ontology
val tbox: List[OWLLogicalAxiom] =
ontology
.tboxAxioms(Imports.INCLUDED)
.collect(Collectors.toList())
.collect { case a: OWLLogicalAxiom => a }
val rbox: List[OWLLogicalAxiom] =
ontology
.rboxAxioms(Imports.INCLUDED)
.collect(Collectors.toList())
.collect { case a: OWLLogicalAxiom => a }
val abox: List[OWLLogicalAxiom] =
ontology
.aboxAxioms(Imports.INCLUDED)
.collect(Collectors.toList())
.collect { case a: OWLLogicalAxiom => a }
val axioms: List[OWLLogicalAxiom] = abox ::: tbox ::: rbox
/* Retrieve individuals in the original ontology
*/
val individuals: List[IRI] =
ontology
.getIndividualsInSignature()
.asScala
.map(_.getIRI)
.map(implicits.RDFox.owlapiToRdfoxIri)
.toList
val literals: List[Literal] =
abox
.collect { case a: OWLDataPropertyAssertionAxiom => a }
.map(_.getObject)
.map(implicits.RDFox.owlapiToRdfoxLiteral)
val concepts: List[OWLClass] =
ontology.getClassesInSignature().asScala.toList
val roles: List[OWLObjectPropertyExpression] =
axioms
.flatMap(_.objectPropertyExpressionsInSignature)
.distinct
/** OWLAPI reasoner
*
* Used to carry out some preliminary reasoning task.
*/
private val reasoner =
(new StructuralReasonerFactory()).createReasoner(ontology)
/* Steps for RSA check
* 1) convert ontology axioms into LP rules
* 2) call RDFox on the onto and compute materialization
* 3) build graph from E(x,y) facts
* 4) check if the graph is tree-like
* ideally this annotates the graph with info about the reasons
* why the ontology might not be RSA. This could help a second
* step of approximation of an Horn-ALCHOIQ to RSA
*/
lazy val isRSA: Boolean = {
val unsafe = this.unsafeRoles
/* DEBUG: print rules in DL syntax and unsafe roles */
//val renderer = new DLSyntaxObjectRenderer()
//println("\nDL rules:")
//axioms.foreach(x => println(renderer.render(x)))
//println("\nUnsafe roles:")
//println(unsafe)
object RSAConverter extends RDFoxConverter {
override def convert(
expr: OWLClassExpression,
term: Term,
unsafe: List[OWLObjectPropertyExpression],
skolem: SkolemStrategy,
suffix: RSASuffix
): Shards =
(expr, skolem) match {
case (e: OWLObjectSomeValuesFrom, c: Constant)
if unsafe contains e.getProperty => {
val (res, ext) = super.convert(e, term, unsafe, skolem, suffix)
(RSA.PE(term, c.iri) :: RSA.U(c.iri) :: res, ext)
}
case (e: OWLDataSomeValuesFrom, c: Constant)
if unsafe contains e.getProperty => {
val (res, ext) = super.convert(e, term, unsafe, skolem, suffix)
(RSA.PE(term, c.iri) :: RSA.U(c.iri) :: res, ext)
}
case _ => super.convert(expr, term, unsafe, skolem, suffix)
}
}
/* Ontology convertion into LP rules */
val term = RSAOntology.genFreshVariable()
val datalog = axioms
.map(a => RSAConverter.convert(a, term, unsafe, new Constant(a), Empty))
.unzip
val facts = datalog._1.flatten
val rules = datalog._2.flatten
/* DEBUG: print datalog rules */
//println("\nDatalog rules:")
//rules.foreach(println)
// Open connection with RDFox
val (server, data) = RDFoxUtil.openConnection("RSACheck")
/* Add built-in rules
* TODO: substitute with RDFoxUtil.addRules
*/
data.importData(
UpdateType.ADDITION,
RSA.Prefixes,
"rsa:E[?X,?Y] :- rsa:PE[?X,?Y], rsa:U[?X], rsa:U[?Y] ."
)
/* Add ontology facts and rules */
RDFoxUtil.addFacts(data, facts)
RDFoxUtil.addRules(data, rules)
/* Build graph */
val graph = this.rsaGraph(data);
//println(graph)
// Close connection to RDFox
RDFoxUtil.closeConnection(server, data)
/* To check if the graph is tree-like we check for acyclicity in a
* undirected graph.
*
* TODO: Implement additional checks (taking into account equality)
*/
graph.isAcyclic
}
lazy val unsafeRoles: List[OWLObjectPropertyExpression] = {
/* DEBUG: print rules in DL syntax */
//val renderer = new DLSyntaxObjectRenderer()
/* Checking for (1) unsafety condition:
*
* For all roles r1 appearing in an axiom of type T5, r1 is unsafe
* if there exists a role r2 (different from top) appearing in an axiom
* of type T3 and r1 is a subproperty of the inverse of r2.
*/
val unsafe1 = for {
axiom <- tbox
if axiom.isT5
role1 <- axiom.objectPropertyExpressionsInSignature
roleSuper =
role1 +: reasoner
.superObjectProperties(role1)
.collect(Collectors.toList())
.asScala
roleSuperInv = roleSuper.map(_.getInverseProperty)
axiom <- tbox
if axiom.isT3 && !axiom.isT3top
role2 <- axiom.objectPropertyExpressionsInSignature
if roleSuperInv.contains(role2)
} yield role1
/* Checking for (2) unsafety condition:
*
* For all roles p1 appearing in an axiom of type T5, p1 is unsafe if
* there exists a role p2 appearing in an axiom of type T4 and p1 is a
* subproperty of either p2 or the inverse of p2.
*
*/
val unsafe2 = for {
axiom <- tbox
if axiom.isT5
role1 <- axiom.objectPropertyExpressionsInSignature
roleSuper =
role1 +: reasoner
.superObjectProperties(role1)
.collect(Collectors.toList())
.asScala
roleSuperInv = roleSuper.map(_.getInverseProperty)
axiom <- tbox
if axiom.isT4
role2 <- axiom.objectPropertyExpressionsInSignature
if roleSuper.contains(role2) || roleSuperInv.contains(role2)
} yield role1
(unsafe1 ++ unsafe2).toList
}
private def rsaGraph(
data: DataStoreConnection
): Graph[Resource, UnDiEdge] = {
val query = "SELECT ?X ?Y WHERE { ?X rsa:E ?Y }"
val answers = RDFoxUtil.submitQuery(data, query, RSA.Prefixes).get
var edges: Seq[UnDiEdge[Resource]] = answers.map { case Seq(n1, n2) =>
UnDiEdge(n1, n2)
}
Graph(edges: _*)
}
def filteringProgram(query: ConjunctiveQuery): FilteringProgram =
new FilteringProgram(query, individuals ++ literals)
lazy val canonicalModel = new CanonicalModel(this)
// TODO: the following functions needs testing
def confl(
role: OWLObjectPropertyExpression
): Set[OWLObjectPropertyExpression] = {
val invSuperRoles = reasoner
.superObjectProperties(role)
.collect(Collectors.toSet())
.asScala
.addOne(role)
.map(_.getInverseProperty)
invSuperRoles
.flatMap(x =>
reasoner
.subObjectProperties(x)
.collect(Collectors.toSet())
.asScala
.addOne(x)
)
.filterNot(_.isOWLBottomObjectProperty())
.filterNot(_.getInverseProperty.isOWLTopObjectProperty())
}
/** Returns the answers to a query
*
* @param query query to execute
* @return a collection of answers
*/
def ask(query: ConjunctiveQuery): ConjunctiveQueryAnswers = {
import implicits.JavaCollections._
val (server, data) = RDFoxUtil.openConnection(RSAOntology.DataStore)
val filter = this.filteringProgram(query)
RDFoxUtil.addRules(data, this.canonicalModel.rules)
RDFoxUtil.addFacts(data, this.canonicalModel.facts)
RDFoxUtil.addRules(data, filter.rules)
RDFoxUtil.addFacts(data, filter.facts)
val answers = RDFoxUtil
.submitQuery(
data,
RDFoxUtil.buildDescriptionQuery("Ans", query.answer.size),
RSA.Prefixes
)
.map(
new ConjunctiveQueryAnswers(query.bcq, query.variables, _)
)
.get
RDFoxUtil.closeConnection(server, data)
answers
}
/** Query the RDFox data store used for query answering.
*
* @note This method does not add any facts or rules to the data
* store. It is most useful after the execution of a query using
* [[uk.ac.ox.cs.rsacomb.RSAOntology.ask RSAOntology.ask]].
* @note This method has been introduced mostly for debugging purposes.
*
* @param cq a CQ used to compute the environment.
* @param query query to be executed against the environment
* @param prefixes additional prefixes for the query. It defaults to
* an empty set.
* @param opts additional options to RDFox.
* @return a collection of answers to the input query.
*/
def queryDataStore(
cq: ConjunctiveQuery,
query: String,
prefixes: Prefixes = new Prefixes(),
opts: ju.Map[String, String] = new ju.HashMap[String, String]()
): Option[Seq[Seq[Resource]]] = {
val (server, data) = RDFoxUtil.openConnection(RSAOntology.DataStore)
val answers = RDFoxUtil.submitQuery(data, query, prefixes, opts)
RDFoxUtil.closeConnection(server, data)
answers
}
def self(axiom: OWLSubClassOfAxiom): Set[Term] = {
// Assuming just one role in the signature of a T5 axiom
val role = axiom.objectPropertyExpressionsInSignature(0)
if (this.confl(role).contains(role)) {
Set(
RSA("v0_" ++ axiom.hashed),
RSA("v1_" ++ axiom.hashed)
)
} else {
Set()
}
}
def cycle(axiom: OWLSubClassOfAxiom): Set[Term] = {
// TODO: we can actually use `toTriple` from `RSAAxiom`
val classes =
axiom.classesInSignature.collect(Collectors.toList()).asScala
val classA = classes(0)
val roleR = axiom
.objectPropertyExpressionsInSignature(0)
.asInstanceOf[OWLObjectProperty]
val classB = classes(1)
cycle_aux1(classA, roleR, classB)
}
def cycle_aux0(
classA: OWLClass,
roleR: OWLObjectProperty,
classB: OWLClass
): Set[Term] = {
val conflR = this.confl(roleR)
val classes = ontology
.classesInSignature(Imports.INCLUDED)
.collect(Collectors.toSet())
.asScala
for {
classD <- classes
roleS <- conflR
classC <- classes
// Keeping this check for now
if !unsafeRoles.contains(roleS)
tripleARB = RSAAxiom.hashed(classA, roleR, classB)
tripleDSC = RSAAxiom.hashed(classD, roleS, classC)
individual =
if (tripleARB > tripleDSC) {
RSA("v1_" ++ tripleDSC)
} else {
// Note that this is also the case for
// `tripleARB == tripleDSC`
RSA("v0_" ++ tripleDSC)
}
} yield individual
}
def cycle_aux1(
classA: OWLClass,
roleR: OWLObjectProperty,
classB: OWLClass
): Set[Term] = {
val conflR = this.confl(roleR)
// We just need the TBox to find
val terms = for {
axiom1 <- tbox
// TODO: is this an optimization or an error?
if axiom1.isT5
// We expect only one role coming out of a T5 axiom
roleS <- axiom1.objectPropertyExpressionsInSignature
// Triples ordering is among triples involving safe roles.
if !unsafeRoles.contains(roleS)
if conflR.contains(roleS)
tripleARB = RSAAxiom.hashed(classA, roleR, classB)
tripleDSC = axiom1.hashed
individual =
if (tripleARB > tripleDSC) {
RSA("v1_" ++ tripleDSC)
} else {
// Note that this is also the case for
// `tripleARB == tripleDSC`
RSA("v0_" ++ tripleDSC)
}
} yield individual
terms to Set
}
def unfold(axiom: OWLSubClassOfAxiom): Set[Term] =
this.self(axiom) | this.cycle(axiom)
} // implicit class RSAOntology
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