Daniele Zonca danielezonca

Use case: Card transaction dispute

End user can dispute a card transaction and the system has to decide if the dispute can be automatically processed (aka accept the dispute and refund the user) or if it requires to have manual verification

Prerequisitive:

Business Central (with jPMML) installed -> https://access.redhat.com/documentation/en-us/red_hat_decision_manager/7.8/html/designing_a_decision_service_using_dmn_models/dmn-model-creating-proc_dmn-models#dmn-included-models-pmml-proc_dmn-models
Transaction risk predictor ML model (dtree_risk_predictor.pmml PROVIDE FILE) -> link to notebook to create a ML model https://github.com/kiegroup/trusty-ai-sandbox/blob/master/pmml-notebook/notebook.ipynb

NOTE: be sure PMML file is a valid XML

Steps:

[INFO] --- maven-dependency-plugin:2.8:tree (default-cli) @ kogito-drools ---
[INFO] org.kie.kogito:kogito-drools:jar:1.0.0-SNAPSHOT
[INFO] +- org.kie.kogito:drools-core:jar:1.0.0-SNAPSHOT:compile
[INFO] |  +- org.drools:drools-core:jar:7.46.0-SNAPSHOT:compile
[INFO] |  |  +- org.kie.soup:kie-soup-xstream:jar:7.46.0-SNAPSHOT:compile
[INFO] |  |  \- commons-codec:commons-codec:jar:1.11:compile
[INFO] |  +- com.thoughtworks.xstream:xstream:jar:1.4.11.1:compile
[INFO] |  |  +- xmlpull:xmlpull:jar:1.1.3.1:compile
[INFO] |  |  \- xpp3:xpp3_min:jar:1.1.4c:compile

	[dzonca@dzonca kie-server-integ-tests-scenario-simulation]$ mvn clean install -Pwildfly -Dit.test=ScenarioSimulationIntegrationTest
	[INFO] Scanning for projects...
	[INFO]
	[INFO] -----< org.kie.server:kie-server-integ-tests-scenario-simulation >------
	[INFO] Building KIE :: Execution Server :: Tests :: Scenario Simulation Integration Tests 7.45.0-SNAPSHOT
	[INFO] --------------------------------[ jar ]---------------------------------
	[INFO]
	[INFO] --- maven-clean-plugin:3.1.0:clean (default-clean) @ kie-server-integ-tests-scenario-simulation ---
	[INFO] Deleting /home/dzonca/IdeaProjects/KieGroup/droolsjbpm-integration/kie-server-parent/kie-server-tests/kie-server-integ-tests-scenario-simulation/target
	[INFO]

	00:12:24.712 [main] DEBUG org.reflections.Reflections - could not scan file Jenkinsfile.quarkus in url file:/home/jenkins/workspace/KIE_kogito_kogito-quarkus_master/jenkins-tests/target/test-classes/ with scanner SubTypesScanner
	org.reflections.ReflectionsException: could not create class object from file Jenkinsfile.quarkus
	at org.reflections.scanners.AbstractScanner.scan(AbstractScanner.java:32)
	at org.reflections.Reflections.scan(Reflections.java:253)
	at org.reflections.Reflections.scan(Reflections.java:202)
	at org.reflections.Reflections.<init>(Reflections.java:123)
	at com.homeaway.devtools.jenkins.testing.LocalProjectPipelineExtensionDetector.getClassesOfTypeInPackage(LocalProjectPipelineExtensionDetector.java:61)
	at com.homeaway.devtools.jenkins.testing.LocalProjectPipelineExtensionDetector$getClassesOfTypeInPackage.call(Unknown Source)
	at org.codehaus.groovy.runtime.callsite.CallSiteArray.defaultCall(CallSiteArray.java:48)
	at org.codehaus.groovy.runtime.callsite.AbstractCallSite.call(AbstractCa

	2020-12-10T15:10:38.0964400Z [ERROR] testPerturbCurrencyFeature Time elapsed: 0.008 s <<< ERROR!
	2020-12-10T15:10:38.0965451Z java.lang.IllegalArgumentException
	2020-12-10T15:10:38.0975367Z at java.base/java.util.Currency.getInstance(Currency.java:393)
	2020-12-10T15:10:38.0986989Z at org.kie.kogito.explainability.model.TypeTest.testPerturbCurrencyFeature(TypeTest.java:234)
	2020-12-10T15:10:38.0989425Z at java.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
	2020-12-10T15:10:38.0991564Z at java.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
	2020-12-10T15:10:38.1009678Z at java.base/jdk.internal.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
	2020-12-10T15:10:38.1011820Z at java.base/java.lang.reflect.Method.invoke(Method.java:566)
	2020-12-10T15:10:38.1013513Z at org.junit.platform.commons.util.ReflectionUtils.invokeMethod(ReflectionUtils.java:688)
	2020-12-10T15:10:38.1031735Z at org.junit.jupiter.e

	title Counterfactual (message)


	AuditUI->TrustyService:CounterfactualRequest
	activate AuditUI
	activate TrustyService
	note over TrustyService:Add distribution data\n(if available)
	database Kafka
	TrustyService->Kafka:CounterfactualRequest(id)
	AuditUI<-TrustyService:CounterfactualRequest(id)

	title Counterfactual (REST)


	AuditUI->TrustyService:CounterfactualRequest
	activate AuditUI
	activate TrustyService
	note over TrustyService:Add distribution data\n(if available)

	TrustyService->ExplainableService:CounterfactualRequest(id)
	activate ExplainableService

	[INFO] --- maven-dependency-plugin:2.8:tree (default-cli) @ kogito-drools ---
	[INFO] org.kie.kogito:kogito-drools:jar:1.0.0-SNAPSHOT
	[INFO] +- org.kie.kogito:drools-core:jar:1.0.0-SNAPSHOT:compile
	[INFO] \| +- org.drools:drools-core:jar:7.45.0.Final:compile
	[INFO] \| \| +- org.kie.soup:kie-soup-xstream:jar:7.45.0.Final:compile
	[INFO] \| \| \- commons-codec:commons-codec:jar:1.11:compile
	[INFO] \| +- com.thoughtworks.xstream:xstream:jar:1.4.11.1:compile
	[INFO] \| \| +- xmlpull:xmlpull:jar:1.1.3.1:compile
	[INFO] \| \| \- xpp3:xpp3_min:jar:1.1.4c:compile
	[INFO] \| +- org.kie.kogito:kogito-api:jar:1.0.0-SNAPSHOT:compile

	title Counterfactual (websocket)


	AuditUI->TrustyService:CounterfactualRequest
	activate TrustyService
	note over TrustyService:Add distribution data\n(if available)
	database Kafka
	TrustyService->Kafka:CounterfactualRequest(id)
	deactivate TrustyService

	- kind: bridge
	metadata:
	name: my-bridge

	- kind: source
	metadata:
	name: source-name
	bridge_id: c64kfqla5bkhm18frpdg
	connector_type_id: slack_source_0.1
	connector_spec: