Hi. I'm trying to test pmml "decision trees"
(
https://github.com/droolsjbpm/drools-chance/tree/master/drools-pmml)
on Drools 5.5.0.Final.
The two test environment's outcome are not same.
1) I got a test on Eclipse. The results are fine. Test source is as below.
public class PMMLTestFromLocal {
public static final void main(String[] args) {
try {
KnowledgeBase kbase = readKnowledgeBase();
StatefulKnowledgeSession ksession =
kbase.newStatefulKnowledgeSession();
KnowledgeRuntimeLogger logger =
KnowledgeRuntimeLoggerFactory.newFileLogger(ksession, "LocalPmmlTest");
FactType CHK_YN_Type = kbase.getFactType(
"Meritz_ModelRule_01","CHK_YN" );
CHK_YN_Type.newInstance();
ksession.getWorkingMemoryEntryPoint( "in_AC_CSE_TYP_RE"
).insert( "group0" );
ksession.getWorkingMemoryEntryPoint( "in_AC_TYP_RE" ).insert(
"Caution" );
ksession.getWorkingMemoryEntryPoint( "in_COV_CD_RE" ).insert(
"group2" );
ksession.getWorkingMemoryEntryPoint( "in_AC_STAT_CD_RE"
).insert( "group1" );
ksession.getWorkingMemoryEntryPoint( "in_HDCAP_RATE_RE"
).insert( "0" );
ksession.getWorkingMemoryEntryPoint( "in_FDS_AC_YN" ).insert(
"0" );
ksession.getWorkingMemoryEntryPoint( "in_AGE_GRD" ).insert(
"10대" );
ksession.getWorkingMemoryEntryPoint( "in_AC_COT_DAY" ).insert(
0.0 );
ksession.fireAllRules();
logger.close();
} catch (Throwable t) {
t.printStackTrace();
}
}
private static KnowledgeBase readKnowledgeBase() throws Exception {
KnowledgeBuilder kbuilder =
KnowledgeBuilderFactory.newKnowledgeBuilder();
kbuilder.add(ResourceFactory.newClassPathResource("pmml2.drl"),
ResourceType.DRL);
KnowledgeBuilderErrors errors = kbuilder.getErrors();
if (errors.size() > 0) {
for (KnowledgeBuilderError error: errors) {
System.err.println(error);
}
throw new IllegalArgumentException("Could not parse
knowledge.");
}
KnowledgeBase kbase =
KnowledgeBaseFactory.newKnowledgeBase("Meritz");
kbase.addKnowledgePackages(kbuilder.getKnowledgePackages());
return kbase;
}
}
2) The Second environment which is excuting Exception is Tomcat.
I got a test using same drools engine on Tomcat. But NullpointerException
occured.
Test source is as below.
public class PMMLTestFromServer {
public static void main(String[] args) {
StatefulKnowledgeSession kSession = getSKSession();
KnowledgeRuntimeLogger logger =
KnowledgeRuntimeLoggerFactory.newFileLogger(kSession, "ServerPmmlTest");
SimpleDateFormat formatter = new SimpleDateFormat("yyyyMMdd");
kSession.getWorkingMemoryEntryPoint( "in_AC_CSE_TYP_RE" ).insert(
"group0"
);
kSession.getWorkingMemoryEntryPoint( "in_AC_TYP_RE" ).insert(
"Caution" );
kSession.getWorkingMemoryEntryPoint( "in_COV_CD_RE" ).insert(
"group2" );
kSession.getWorkingMemoryEntryPoint( "in_AC_STAT_CD_RE" ).insert(
"group1"
);
kSession.getWorkingMemoryEntryPoint( "in_HDCAP_RATE_RE" ).insert(
"0" );
kSession.getWorkingMemoryEntryPoint( "in_FDS_AC_YN" ).insert( "0"
);
kSession.getWorkingMemoryEntryPoint( "in_AGE_GRD" ).insert( "10대"
);
kSession.getWorkingMemoryEntryPoint( "in_AC_COT_DAY" ).insert( 0.0 );
kSession.fireAllRules();
logger.close();
}
public static StatefulKnowledgeSession getSKSession() {
KnowledgeAgent agent = KnowledgeAgentFactory.newKnowledgeAgent("Meritz");
agent.applyChangeSet(ResourceFactory.newClassPathResource("change-set_model.xml"));
KnowledgeBase ruleBase = agent.getKnowledgeBase();
System.out.println(ruleBase.getKnowledgePackages());
return ruleBase.newStatefulKnowledgeSession();
}
}
The differences in two test source is using KnowledgeAgent.
Exception stack trace follows -
Exception executing consequence for rule
"outputFeature_CHK_YN_to_Probability_N_probability" in Meritz_ModelRule_01:
java.lang.NullPointerException
at
org.drools.runtime.rule.impl.DefaultConsequenceExceptionHandler.handleException(DefaultConsequenceExceptionHandler.java:39)
at org.drools.common.DefaultAgenda.fireActivation(DefaultAgenda.java:1297)
at org.drools.common.DefaultAgenda.fireNextItem(DefaultAgenda.java:1221)
at org.drools.common.DefaultAgenda.fireAllRules(DefaultAgenda.java:1456)
at
org.drools.common.AbstractWorkingMemory.fireAllRules(AbstractWorkingMemory.java:710)
at
org.drools.common.AbstractWorkingMemory.fireAllRules(AbstractWorkingMemory.java:674)
at
org.drools.impl.StatefulKnowledgeSessionImpl.fireAllRules(StatefulKnowledgeSessionImpl.java:230)
at com.meritzfis.test.PMMLTestFromServer.main(PMMLTestFromServer.java:43)
Caused by: java.lang.NullPointerException
at
org.drools.base.evaluators.BeforeEvaluatorDefinition$BeforeEvaluator.evaluateCachedRight(BeforeEvaluatorDefinition.java:318)
at
org.drools.rule.constraint.EvaluatorConstraint.isAllowedCachedRight(EvaluatorConstraint.java:80)
at
org.drools.common.DoubleBetaConstraints.isAllowedCachedRight(DoubleBetaConstraints.java:97)
at org.drools.reteoo.JoinNode.propagateFromRight(JoinNode.java:156)
at org.drools.reteoo.JoinNode.assertObject(JoinNode.java:148)
at
org.drools.reteoo.CompositeObjectSinkAdapter.doPropagateAssertObject(CompositeObjectSinkAdapter.java:497)
at
org.drools.reteoo.CompositeObjectSinkAdapter.propagateAssertObject(CompositeObjectSinkAdapter.java:382)
at org.drools.reteoo.ObjectTypeNode.assertObject(ObjectTypeNode.java:235)
at org.drools.reteoo.EntryPointNode.assertObject(EntryPointNode.java:240)
at org.drools.common.NamedEntryPoint.insert(NamedEntryPoint.java:350)
at org.drools.common.SimpleBeliefSystem.insert(SimpleBeliefSystem.java:38)
at
org.drools.common.TruthMaintenanceSystem.addLogicalDependency(TruthMaintenanceSystem.java:204)
at
org.drools.common.TruthMaintenanceSystem.addLogicalDependency(TruthMaintenanceSystem.java:176)
at org.drools.common.NamedEntryPoint.insert(NamedEntryPoint.java:231)
at
org.drools.common.AbstractWorkingMemory.insert(AbstractWorkingMemory.java:903)
at
org.drools.base.DefaultKnowledgeHelper.insertLogical(DefaultKnowledgeHelper.java:245)
at
org.drools.base.DefaultKnowledgeHelper.insertLogical(DefaultKnowledgeHelper.java:210)
at
org.drools.base.DefaultKnowledgeHelper.insertLogical(DefaultKnowledgeHelper.java:205)
at
Meritz_ModelRule_01.Rule_outputFeature_CHK_YN_to_Probability_N_probability_a4a43fe942664fe0b31e45a29a6d99fc.defaultConsequence(Rule_outputFeature_CHK_YN_to_Probability_N_probability_a4a43fe942664fe0b31e45a29a6d99fc.java:14)
at
Meritz_ModelRule_01.Rule_outputFeature_CHK_YN_to_Probability_N_probability_a4a43fe942664fe0b31e45a29a6d99fcDefaultConsequenceInvokerGenerated.evaluate(Unknown
Source)
at
Meritz_ModelRule_01.Rule_outputFeature_CHK_YN_to_Probability_N_probability_a4a43fe942664fe0b31e45a29a6d99fcDefaultConsequenceInvoker.evaluate(Unknown
Source)
at org.drools.common.DefaultAgenda.fireActivation(DefaultAgenda.java:1287)
... 6 more
I'm attaching a drl file.
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