/*
* Copyright 2011 Red Hat, Inc. and/or its affiliates.
*
* 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.drools.pmml.pmml_4_2.predictive.models;
import org.junit.Assert;
import org.drools.pmml.pmml_4_2.DroolsAbstractPMMLTest;
import org.drools.pmml.pmml_4_2.ModelMarker;
import org.junit.Test;
import org.kie.api.runtime.KieSession;
import org.kie.api.runtime.ObjectFilter;
import java.util.Collection;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertNotNull;
import static org.junit.Assert.assertTrue;
public class CleanupTest extends DroolsAbstractPMMLTest {
private static final String source1 = "org/drools/pmml/pmml_4_2/test_ann_iris_prediction.xml";
private static final String source2 = "org/drools/pmml/pmml_4_2/test_tree_simple.xml";
private static final String source3 = "org/drools/pmml/pmml_4_2/test_regression.xml";
private static final String source4 = "org/drools/pmml/pmml_4_2/test_clustering.xml";
private static final String source5 = "org/drools/pmml/pmml_4_2/test_svm.xml";
private static final String source6 = "org/drools/pmml/pmml_4_2/test_scorecard.xml";
private static final String source9 = "org/drools/pmml/pmml_4_2/mock_cold.xml";
private static final String packageName = "org.drools.pmml.pmml_4_2.test";
@Test
public void testCleanupANN() {
KieSession kSession = getModelSession( source1 );
kSession.fireAllRules();
assertTrue( kSession.getObjects().size() > 0 );
Collection qres = getModelMarker( kSession, "Neuiris" );
assertEquals( 1, qres.size() );
kSession.getEntryPoint( "enable_Neuiris" ).insert( Boolean.FALSE );
kSession.fireAllRules();
assertEquals( 1, kSession.getObjects().size() );
kSession.dispose();
checkGeneratedRules();
}
private Collection getModelMarker( final KieSession kSession, final String modelName ) {
return kSession.getObjects( new ObjectFilter() {
public boolean accept( Object o ) {
return o instanceof ModelMarker && modelName.equals( ((ModelMarker) o).getModelName() );
}
} );
}
@Test
public void testReenableANN() {
setKSession( getModelSession( source1 ) );
getKSession().fireAllRules();
assertTrue( getKSession().getObjects().size() > 0 );
Collection qres = getModelMarker( getKSession(), "Neuiris" );
assertEquals( 1, qres.size() );
getKSession().getEntryPoint( "enable_Neuiris" ).insert( Boolean.FALSE );
getKSession().fireAllRules();
assertEquals( 1, getKSession().getObjects().size() );
getKSession().getEntryPoint( "enable_Neuiris" ).insert( Boolean.TRUE );
getKSession().fireAllRules();
getKSession().getEntryPoint( "in_PetalNum" ).insert(101);
getKSession().getEntryPoint( "in_PetalWid" ).insert(2);
getKSession().getEntryPoint( "in_Species" ).insert("virginica");
getKSession().getEntryPoint( "in_SepalWid" ).insert(30);
getKSession().fireAllRules();
Assert.assertEquals( 24.0, queryIntegerField( "OutSepLen", "Neuiris" ), 0.0);
assertEquals( 38, getKSession().getObjects().size() );
getKSession().dispose();
checkGeneratedRules();
}
@Test
public void testCleanupDT() {
KieSession kSession = getModelSession( source2 );
kSession.fireAllRules();
assertTrue( kSession.getObjects().size() > 0 );
Collection qres = getModelMarker( kSession, "TreeTest" );
assertEquals( 1, qres.size() );
kSession.getEntryPoint( "enable_TreeTest" ).insert(Boolean.FALSE);
kSession.fireAllRules();
assertEquals( 1, kSession.getObjects().size() );
kSession.dispose();
checkGeneratedRules();
}
@Test
public void testCleanupRegression() {
KieSession kSession = getModelSession( source3 );
kSession.fireAllRules();
assertTrue( kSession.getObjects().size() > 0 );
Collection qres = getModelMarker( kSession, "LinReg" );
assertEquals( 1, qres.size() );
kSession.getEntryPoint( "enable_LinReg" ).insert(Boolean.FALSE);
kSession.fireAllRules();
assertEquals( 1, kSession.getObjects().size() );
kSession.dispose();
checkGeneratedRules();
}
@Test
public void testCleanupClustering() {
KieSession kSession = getModelSession( source4 );
kSession.fireAllRules();
assertTrue( kSession.getObjects().size() > 0 );
Collection qres = getModelMarker( kSession, "CenterClustering" );
assertEquals( 1, qres.size() );
kSession.getEntryPoint( "enable_CenterClustering" ).insert(Boolean.FALSE);
kSession.fireAllRules();
assertEquals( 1, kSession.getObjects().size() );
kSession.dispose();
checkGeneratedRules();
}
@Test
public void testCleanupSVM() {
KieSession kSession = getModelSession( source5 );
kSession.fireAllRules();
assertTrue( kSession.getObjects().size() > 0 );
Collection qres = getModelMarker( kSession, "SVMXORModel" );
assertEquals( 1, qres.size() );
kSession.getEntryPoint( "enable_SVMXORModel" ).insert(Boolean.FALSE);
kSession.fireAllRules();
assertEquals( 1, kSession.getObjects().size() );
kSession.dispose();
checkGeneratedRules();
}
@Test
public void testCleanupScorecard() {
KieSession kSession = getModelSession( source6 );
kSession.fireAllRules();
assertTrue( kSession.getObjects().size() > 0 );
Collection qres = getModelMarker( kSession, "SampleScore" );
assertEquals( 1, qres.size() );
kSession.getEntryPoint( "enable_SampleScore" ).insert(Boolean.FALSE);
kSession.fireAllRules();
assertEquals( 1, kSession.getObjects().size() );
kSession.dispose();
checkGeneratedRules();
}
// @Test
// public void testCleanupANNRulesWithIncrementalKA() {
//
// KnowledgeAgent kAgent = initIncrementalKA();
//// kAgent.setSystemEventListener( new PrintStreamSystemEventListener() );
//
// KnowledgeBase kBase = kAgent.getKnowledgeBase();
// StatefulKnowledgeSession kSession = kBase.newStatefulKnowledgeSession();
//
// ChangeSetHelperImpl csAdd = new ChangeSetHelperImpl();
// ClassPathResource res = (ClassPathResource) ResourceFactory.newClassPathResource( source1 );
// res.setResourceType( ResourceType.PMML );
// ClassPathResource res2 = (ClassPathResource) ResourceFactory.newClassPathResource( source9 );
// res2.setResourceType( ResourceType.PMML );
// csAdd.addNewResource(res);
// csAdd.addNewResource( res2 );
//
// System.out.println( "************************ ADDING resources ");
//
// kAgent.applyChangeSet( csAdd.getChangeSet() );
//
// assertTrue( kBase.getKnowledgePackage( packageName ).getRules().size() > 0 );
// kSession.fireAllRules();
// assertTrue( kSession.getObjects().size() > 0 );
//
//
// System.out.println( "************************ REMOVING resource 1 ");
//
// ChangeSetHelperImpl csRem = new ChangeSetHelperImpl();
// csRem.addRemovedResource( res );
// kAgent.applyChangeSet( csRem .getChangeSet() );
//
// kSession.fireAllRules();
//
// assertEquals( 41, kBase.getKnowledgePackage( packageName ).getRules().size() );
//
// System.out.println( "************************ REMOVING resource 2 ");
//
// ChangeSetHelperImpl csRem2 = new ChangeSetHelperImpl();
// csRem2.addRemovedResource( res2 );
// kAgent.applyChangeSet( csRem2.getChangeSet() );
//
// kSession.fireAllRules();
//
//
// System.out.println(reportWMObjects(kSession));
//
// assertEquals( 0, kBase.getKnowledgePackage( packageName ).getRules().size() );
//
// System.err.println( reportWMObjects( kSession ) );
// assertEquals( 0, kSession.getObjects().size() );
//
// kSession.dispose();
// kAgent.dispose();
//
// }
//
//
// @Test
// public void testCleanupDTRulesWithIncrementalKA() {
// KnowledgeAgent kAgent = initIncrementalKA();
// // kAgent.setSystemEventListener( new PrintStreamSystemEventListener() );
//
// KnowledgeBase kBase = kAgent.getKieBase();
// StatefulKnowledgeSession kSession = kBase.newStatefulKnowledgeSession();
//
// ChangeSetHelperImpl csAdd = new ChangeSetHelperImpl();
// ClassPathResource res = (ClassPathResource) ResourceFactory.newClassPathResource( source2 );
// res.setResourceType( ResourceType.PMML );
// csAdd.addNewResource(res);
//
// System.out.println( "************************ ADDING resources ");
//
// kAgent.applyChangeSet( csAdd.getChangeSet() );
//
// assertTrue( kBase.getKnowledgePackage( packageName ).getRules().size() > 0 );
// kSession.fireAllRules();
// assertTrue( kSession.getObjects().size() > 0 );
//
//
// System.out.println( "************************ REMOVING resource 1 ");
//
// ChangeSetHelperImpl csRem = new ChangeSetHelperImpl();
// csRem.addRemovedResource( res );
// kAgent.applyChangeSet( csRem .getChangeSet() );
//
// kSession.fireAllRules();
//
// assertEquals( 0, kBase.getKnowledgePackage( packageName ).getRules().size() );
//
// System.err.println( reportWMObjects( kSession ) );
// assertEquals( 0, kSession.getObjects().size() );
//
// kSession.dispose();
// kAgent.dispose();
// }
//
// @Test
// public void testCleanupClusteringRulesWithIncrementalKA() {
// KnowledgeAgent kAgent = initIncrementalKA();
// // kAgent.setSystemEventListener( new PrintStreamSystemEventListener() );
//
// KnowledgeBase kBase = kAgent.getKieBase();
// StatefulKnowledgeSession kSession = kBase.newStatefulKnowledgeSession();
//
// ChangeSetHelperImpl csAdd = new ChangeSetHelperImpl();
// ClassPathResource res = (ClassPathResource) ResourceFactory.newClassPathResource( source3 );
// res.setResourceType( ResourceType.PMML );
// csAdd.addNewResource(res);
//
// System.out.println( "************************ ADDING resources ");
//
// kAgent.applyChangeSet( csAdd.getChangeSet() );
//
// assertTrue( kBase.getKnowledgePackage( packageName ).getRules().size() > 0 );
// kSession.fireAllRules();
// assertTrue( kSession.getObjects().size() > 0 );
//
//
// System.out.println( "************************ REMOVING resource 1 ");
//
// ChangeSetHelperImpl csRem = new ChangeSetHelperImpl();
// csRem.addRemovedResource( res );
// kAgent.applyChangeSet( csRem .getChangeSet() );
//
// kSession.fireAllRules();
//
// assertEquals( 0, kBase.getKnowledgePackage( packageName ).getRules().size() );
//
// System.err.println( reportWMObjects( kSession ) );
// assertEquals( 0, kSession.getObjects().size() );
//
// kSession.dispose();
// kAgent.dispose();
// }
//
// @Test
// public void testCleanupRegressionRulesWithIncrementalKA() {
// KnowledgeAgent kAgent = initIncrementalKA();
// // kAgent.setSystemEventListener( new PrintStreamSystemEventListener() );
//
// KnowledgeBase kBase = kAgent.getKieBase();
// StatefulKnowledgeSession kSession = kBase.newStatefulKnowledgeSession();
//
// ChangeSetHelperImpl csAdd = new ChangeSetHelperImpl();
// ClassPathResource res = (ClassPathResource) ResourceFactory.newClassPathResource( source4 );
// res.setResourceType( ResourceType.PMML );
// csAdd.addNewResource(res);
//
// System.out.println( "************************ ADDING resources ");
//
// kAgent.applyChangeSet( csAdd.getChangeSet() );
//
// assertTrue( kBase.getKnowledgePackage( packageName ).getRules().size() > 0 );
// kSession.fireAllRules();
// assertTrue( kSession.getObjects().size() > 0 );
//
//
// System.out.println( "************************ REMOVING resource 1 ");
//
// ChangeSetHelperImpl csRem = new ChangeSetHelperImpl();
// csRem.addRemovedResource( res );
// kAgent.applyChangeSet( csRem .getChangeSet() );
//
// kSession.fireAllRules();
//
// assertEquals( 0, kBase.getKnowledgePackage( packageName ).getRules().size() );
//
// System.err.println( reportWMObjects( kSession ) );
// assertEquals( 0, kSession.getObjects().size() );
//
// kSession.dispose();
// kAgent.dispose();
// }
//
// @Test
// public void testCleanupSVMRulesWithIncrementalKA() {
// KnowledgeAgent kAgent = initIncrementalKA();
// // kAgent.setSystemEventListener( new PrintStreamSystemEventListener() );
//
// KnowledgeBase kBase = kAgent.getKieBase();
// StatefulKnowledgeSession kSession = kBase.newStatefulKnowledgeSession();
//
// ChangeSetHelperImpl csAdd = new ChangeSetHelperImpl();
// ClassPathResource res = (ClassPathResource) ResourceFactory.newClassPathResource( source5 );
// res.setResourceType( ResourceType.PMML );
// csAdd.addNewResource(res);
//
// System.out.println( "************************ ADDING resources ");
//
// kAgent.applyChangeSet( csAdd.getChangeSet() );
//
// assertTrue( kBase.getKnowledgePackage( packageName ).getRules().size() > 0 );
// kSession.fireAllRules();
// assertTrue( kSession.getObjects().size() > 0 );
//
//
// System.out.println( "************************ REMOVING resource 1 ");
//
// ChangeSetHelperImpl csRem = new ChangeSetHelperImpl();
// csRem.addRemovedResource( res );
// kAgent.applyChangeSet( csRem .getChangeSet() );
//
// kSession.fireAllRules();
//
// assertEquals( 0, kBase.getKnowledgePackage( packageName ).getRules().size() );
//
// System.err.println( reportWMObjects( kSession ) );
// assertEquals( 0, kSession.getObjects().size() );
//
// kSession.dispose();
// kAgent.dispose();
// }
//
// @Test
// public void testCleanupScorecardRulesWithIncrementalKA() {
// KnowledgeAgent kAgent = initIncrementalKA();
// // kAgent.setSystemEventListener( new PrintStreamSystemEventListener() );
//
// KnowledgeBase kBase = kAgent.getKieBase();
// StatefulKnowledgeSession kSession = kBase.newStatefulKnowledgeSession();
//
// ChangeSetHelperImpl csAdd = new ChangeSetHelperImpl();
// ClassPathResource res = (ClassPathResource) ResourceFactory.newClassPathResource( source6 );
// res.setResourceType( ResourceType.PMML );
// csAdd.addNewResource(res);
//
// System.out.println( "************************ ADDING resources ");
//
// kAgent.applyChangeSet( csAdd.getChangeSet() );
//
// assertTrue( kBase.getKnowledgePackage( "org.drools.scorecards.example" ).getRules().size() > 0 );
// kSession.fireAllRules();
// assertTrue( kSession.getObjects().size() > 0 );
//
//
// System.out.println( "************************ REMOVING resource 1 ");
//
// ChangeSetHelperImpl csRem = new ChangeSetHelperImpl();
// csRem.addRemovedResource( res );
// kAgent.applyChangeSet( csRem .getChangeSet() );
//
// kSession.fireAllRules();
//
// assertEquals( 0, kBase.getKnowledgePackage( "org.drools.scorecards.example" ).getRules().size() );
//
// System.err.println( reportWMObjects( kSession ) );
// assertEquals( 0, kSession.getObjects().size() );
//
// kSession.dispose();
// kAgent.dispose();
// }
}