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Example 26 with Decision

use of org.kie.kogito.trusty.storage.api.model.decision.Decision in project kogito-apps by kiegroup.

the class TrustyServiceTest method givenStoredExecutionWhenCounterfactualRequestIsMadeThenExplainabilityEventHasCorrectPayload.

@Test
@SuppressWarnings("unchecked")
void givenStoredExecutionWhenCounterfactualRequestIsMadeThenExplainabilityEventHasCorrectPayload() {
    Storage<String, Decision> decisionStorage = mock(Storage.class);
    Storage<String, CounterfactualExplainabilityRequest> counterfactualStorage = mock(Storage.class);
    ArgumentCaptor<BaseExplainabilityRequest> explainabilityEventArgumentCaptor = ArgumentCaptor.forClass(BaseExplainabilityRequest.class);
    Decision decision = new Decision(TEST_EXECUTION_ID, TEST_SOURCE_URL, TEST_SERVICE_URL, 0L, true, null, "model", "modelNamespace", List.of(new DecisionInput("IN1", "yearsOfService", new UnitValue("integer", "integer", new IntNode(10)))), List.of(new DecisionOutcome("OUT1", "salary", "SUCCEEDED", new UnitValue("integer", "integer", new IntNode(1000)), Collections.emptyList(), Collections.emptyList())));
    when(decisionStorage.containsKey(eq(TEST_EXECUTION_ID))).thenReturn(true);
    when(trustyStorageServiceMock.getDecisionsStorage()).thenReturn(decisionStorage);
    when(trustyStorageServiceMock.getCounterfactualRequestStorage()).thenReturn(counterfactualStorage);
    when(decisionStorage.get(eq(TEST_EXECUTION_ID))).thenReturn(decision);
    trustyService.requestCounterfactuals(TEST_EXECUTION_ID, List.of(new NamedTypedValue("salary", new UnitValue("integer", "integer", new IntNode(2000)))), List.of(new CounterfactualSearchDomain("yearsOfService", new CounterfactualSearchDomainUnitValue("integer", "integer", false, new CounterfactualDomainRange(new IntNode(10), new IntNode(30))))));
    verify(explainabilityRequestProducerMock).sendEvent(explainabilityEventArgumentCaptor.capture());
    BaseExplainabilityRequest event = explainabilityEventArgumentCaptor.getValue();
    CounterfactualExplainabilityRequest request = (CounterfactualExplainabilityRequest) event;
    assertEquals(TEST_EXECUTION_ID, request.getExecutionId());
    assertEquals(TEST_SERVICE_URL, request.getServiceUrl());
    // Check original input value has been copied into CF request
    assertEquals(1, request.getOriginalInputs().size());
    assertTrue(request.getOriginalInputs().stream().anyMatch(i -> i.getName().equals("yearsOfService")));
    // It is safe to use the iterator unchecked as the collection only contains one item
    assertEquals(decision.getInputs().iterator().next().getValue().toUnit().getValue().asInt(), request.getOriginalInputs().iterator().next().getValue().toUnit().getValue().asInt());
    // Check CF goals have been copied into CF request
    assertEquals(1, request.getGoals().size());
    assertTrue(request.getGoals().stream().anyMatch(g -> g.getName().equals("salary")));
    // It is safe to use the iterator unchecked as the collection only contains one item
    assertEquals(2000, request.getGoals().iterator().next().getValue().toUnit().getValue().asInt());
    // Check CF search domains have been copied into CF request
    assertEquals(1, request.getSearchDomains().size());
    assertTrue(request.getSearchDomains().stream().anyMatch(sd -> sd.getName().equals("yearsOfService")));
    // It is safe to use the iterator unchecked as the collection only contains one item
    CounterfactualSearchDomainValue searchDomain = request.getSearchDomains().iterator().next().getValue();
    assertTrue(searchDomain instanceof CounterfactualSearchDomainUnitValue);
    CounterfactualSearchDomainUnitValue unit = (CounterfactualSearchDomainUnitValue) searchDomain;
    assertFalse(unit.isFixed());
    assertNotNull(unit.getDomain());
    assertTrue(unit.getDomain() instanceof CounterfactualDomainRange);
    CounterfactualDomainRange range = (CounterfactualDomainRange) unit.getDomain();
    assertEquals(10, range.getLowerBound().asInt());
    assertEquals(30, range.getUpperBound().asInt());
    // Check Max Running Time Seconds
    assertEquals(MAX_RUNNING_TIME_SECONDS, request.getMaxRunningTimeSeconds());
}
Also used : CounterfactualExplainabilityRequest(org.kie.kogito.explainability.api.CounterfactualExplainabilityRequest) DecisionInput(org.kie.kogito.trusty.storage.api.model.decision.DecisionInput) BeforeEach(org.junit.jupiter.api.BeforeEach) LIMEExplainabilityResult(org.kie.kogito.explainability.api.LIMEExplainabilityResult) BaseExplainabilityRequest(org.kie.kogito.explainability.api.BaseExplainabilityRequest) ArgumentMatchers.eq(org.mockito.ArgumentMatchers.eq) CounterfactualSearchDomainValue(org.kie.kogito.explainability.api.CounterfactualSearchDomainValue) CounterfactualDomainRange(org.kie.kogito.explainability.api.CounterfactualDomainRange) Assertions.assertFalse(org.junit.jupiter.api.Assertions.assertFalse) CounterfactualExplainerServiceHandler(org.kie.kogito.trusty.service.common.handlers.CounterfactualExplainerServiceHandler) Map(java.util.Map) CounterfactualExplainabilityResultsManagerSlidingWindow(org.kie.kogito.trusty.service.common.handlers.CounterfactualExplainabilityResultsManagerSlidingWindow) JsonNode(com.fasterxml.jackson.databind.JsonNode) Instance(javax.enterprise.inject.Instance) CounterfactualExplainabilityResultsManagerDuplicates(org.kie.kogito.trusty.service.common.handlers.CounterfactualExplainabilityResultsManagerDuplicates) CounterfactualExplainabilityRequest(org.kie.kogito.explainability.api.CounterfactualExplainabilityRequest) NamedTypedValue(org.kie.kogito.explainability.api.NamedTypedValue) ExplainabilityStatus(org.kie.kogito.explainability.api.ExplainabilityStatus) UUID(java.util.UUID) TextNode(com.fasterxml.jackson.databind.node.TextNode) UnitValue(org.kie.kogito.tracing.typedvalue.UnitValue) Test(org.junit.jupiter.api.Test) DMNModelMetadata(org.kie.kogito.trusty.storage.api.model.decision.DMNModelMetadata) List(java.util.List) ExplainabilityRequestProducer(org.kie.kogito.trusty.service.common.messaging.outgoing.ExplainabilityRequestProducer) OffsetDateTime(java.time.OffsetDateTime) Stream(java.util.stream.Stream) CollectionValue(org.kie.kogito.tracing.typedvalue.CollectionValue) Assertions.assertTrue(org.junit.jupiter.api.Assertions.assertTrue) CounterfactualExplainabilityResult(org.kie.kogito.explainability.api.CounterfactualExplainabilityResult) CounterfactualSearchDomain(org.kie.kogito.explainability.api.CounterfactualSearchDomain) StorageImplMock(org.kie.kogito.trusty.service.common.mocks.StorageImplMock) DecisionOutcome(org.kie.kogito.trusty.storage.api.model.decision.DecisionOutcome) Mockito.mock(org.mockito.Mockito.mock) IntStream(java.util.stream.IntStream) Assertions.assertThrows(org.junit.jupiter.api.Assertions.assertThrows) ArgumentMatchers.any(org.mockito.ArgumentMatchers.any) Assertions.assertNotNull(org.junit.jupiter.api.Assertions.assertNotNull) Decision(org.kie.kogito.trusty.storage.api.model.decision.Decision) DecisionInput(org.kie.kogito.trusty.storage.api.model.decision.DecisionInput) IntNode(com.fasterxml.jackson.databind.node.IntNode) Query(org.kie.kogito.persistence.api.query.Query) StructureValue(org.kie.kogito.tracing.typedvalue.StructureValue) ArrayList(java.util.ArrayList) MatchedExecutionHeaders(org.kie.kogito.trusty.service.common.models.MatchedExecutionHeaders) CounterfactualSearchDomainStructureValue(org.kie.kogito.explainability.api.CounterfactualSearchDomainStructureValue) ArgumentCaptor(org.mockito.ArgumentCaptor) ExplainerServiceHandler(org.kie.kogito.trusty.service.common.handlers.ExplainerServiceHandler) ExplainerServiceHandlerRegistry(org.kie.kogito.trusty.service.common.handlers.ExplainerServiceHandlerRegistry) Storage(org.kie.kogito.persistence.api.Storage) Assertions.assertEquals(org.junit.jupiter.api.Assertions.assertEquals) LIMEExplainerServiceHandler(org.kie.kogito.trusty.service.common.handlers.LIMEExplainerServiceHandler) TrustyStorageService(org.kie.kogito.trusty.storage.common.TrustyStorageService) ObjectMapper(com.fasterxml.jackson.databind.ObjectMapper) JsonProcessingException(com.fasterxml.jackson.core.JsonProcessingException) Mockito.when(org.mockito.Mockito.when) Mockito.verify(org.mockito.Mockito.verify) Mockito.never(org.mockito.Mockito.never) CounterfactualDomain(org.kie.kogito.explainability.api.CounterfactualDomain) CounterfactualSearchDomainUnitValue(org.kie.kogito.explainability.api.CounterfactualSearchDomainUnitValue) Assertions(org.junit.jupiter.api.Assertions) Collections(java.util.Collections) DMNModelWithMetadata(org.kie.kogito.trusty.storage.api.model.decision.DMNModelWithMetadata) ArgumentMatchers.anyString(org.mockito.ArgumentMatchers.anyString) CounterfactualDomainRange(org.kie.kogito.explainability.api.CounterfactualDomainRange) DecisionOutcome(org.kie.kogito.trusty.storage.api.model.decision.DecisionOutcome) UnitValue(org.kie.kogito.tracing.typedvalue.UnitValue) CounterfactualSearchDomainUnitValue(org.kie.kogito.explainability.api.CounterfactualSearchDomainUnitValue) ArgumentMatchers.anyString(org.mockito.ArgumentMatchers.anyString) Decision(org.kie.kogito.trusty.storage.api.model.decision.Decision) IntNode(com.fasterxml.jackson.databind.node.IntNode) NamedTypedValue(org.kie.kogito.explainability.api.NamedTypedValue) BaseExplainabilityRequest(org.kie.kogito.explainability.api.BaseExplainabilityRequest) CounterfactualSearchDomainUnitValue(org.kie.kogito.explainability.api.CounterfactualSearchDomainUnitValue) CounterfactualSearchDomainValue(org.kie.kogito.explainability.api.CounterfactualSearchDomainValue) CounterfactualSearchDomain(org.kie.kogito.explainability.api.CounterfactualSearchDomain) Test(org.junit.jupiter.api.Test)

Example 27 with Decision

use of org.kie.kogito.trusty.storage.api.model.decision.Decision in project kogito-apps by kiegroup.

the class ExplainabilityResultConsumer method internalHandleCloudEvent.

@Override
protected void internalHandleCloudEvent(CloudEvent cloudEvent, BaseExplainabilityResult payload) {
    LOG.debug("CloudEvent received {}", payload);
    String executionId = payload.getExecutionId();
    Decision decision = getDecisionById(executionId);
    if (decision == null) {
        LOG.warn("Can't find decision related to explainability result (executionId={})", executionId);
    }
    service.storeExplainabilityResult(executionId, payload);
}
Also used : Decision(org.kie.kogito.trusty.storage.api.model.decision.Decision)

Example 28 with Decision

use of org.kie.kogito.trusty.storage.api.model.decision.Decision in project kogito-apps by kiegroup.

the class AbstractTrustyServiceIT method givenAnExecutionWhenGetDecisionByIdIsCalledThenTheExecutionIsReturned.

@Test
public void givenAnExecutionWhenGetDecisionByIdIsCalledThenTheExecutionIsReturned() {
    String executionId = "myExecution";
    storeExecution(executionId, 1591692950000L);
    Decision result = trustyService.getDecisionById(executionId);
    Assertions.assertEquals(executionId, result.getExecutionId());
}
Also used : Decision(org.kie.kogito.trusty.storage.api.model.decision.Decision) Test(org.junit.jupiter.api.Test)

Example 29 with Decision

use of org.kie.kogito.trusty.storage.api.model.decision.Decision in project kogito-apps by kiegroup.

the class AbstractTrustyServiceIT method storeExecutionWithOutcomes.

private void storeExecutionWithOutcomes(String executionId, Long timestamp) {
    DecisionInput decisionInput = new DecisionInput();
    decisionInput.setId("inputId");
    decisionInput.setName("test");
    decisionInput.setValue(new UnitValue("number", "number", JsonNodeFactory.instance.numberNode(10)));
    DecisionOutcome decisionOutcome1 = new DecisionOutcome();
    decisionOutcome1.setOutcomeId("outcomeId1");
    decisionOutcome1.setOutcomeName("outcome1");
    decisionOutcome1.setOutcomeResult(new UnitValue("number", "number", JsonNodeFactory.instance.numberNode(20)));
    DecisionOutcome decisionOutcome2 = new DecisionOutcome();
    decisionOutcome2.setOutcomeId("outcomeId2");
    decisionOutcome2.setOutcomeName("outcome2");
    decisionOutcome2.setOutcomeResult(new UnitValue("string", "string", JsonNodeFactory.instance.textNode("food")));
    Decision decision = new Decision();
    decision.setExecutionId(executionId);
    decision.setExecutionTimestamp(timestamp);
    decision.setServiceUrl("serviceUrl");
    decision.setExecutedModelNamespace("executedModelNamespace");
    decision.setExecutedModelName("executedModelName");
    decision.setInputs(Collections.singletonList(decisionInput));
    decision.setOutcomes(List.of(decisionOutcome1, decisionOutcome2));
    trustyService.storeDecision(decision.getExecutionId(), decision);
}
Also used : DecisionInput(org.kie.kogito.trusty.storage.api.model.decision.DecisionInput) DecisionOutcome(org.kie.kogito.trusty.storage.api.model.decision.DecisionOutcome) UnitValue(org.kie.kogito.tracing.typedvalue.UnitValue) Decision(org.kie.kogito.trusty.storage.api.model.decision.Decision)

Example 30 with Decision

use of org.kie.kogito.trusty.storage.api.model.decision.Decision in project kogito-apps by kiegroup.

the class AbstractTraceEventConsumerIT method testCloudEventWithErrors.

@Test
@Disabled("https://issues.redhat.com/browse/KOGITO-4318")
void testCloudEventWithErrors() throws JsonProcessingException, JSONException {
    kafkaClient.produce(TrustyServiceTestUtils.buildCloudEventJsonString(TrustyServiceTestUtils.buildTraceEventWithErrors()), KafkaConstants.KOGITO_TRACING_TOPIC);
    await().atMost(5, SECONDS).untilAsserted(() -> assertDoesNotThrow(() -> trustyService.getDecisionById(TrustyServiceTestUtils.CLOUDEVENT_WITH_ERRORS_ID)));
    Decision storedDecision = trustyService.getDecisionById(TrustyServiceTestUtils.CLOUDEVENT_WITH_ERRORS_ID);
    assertNotNull(storedDecision);
    JSONAssert.assertEquals(MAPPER.writeValueAsString(TrustyServiceTestUtils.buildDecisionWithErrors()), MAPPER.writeValueAsString(storedDecision), true);
}
Also used : Decision(org.kie.kogito.trusty.storage.api.model.decision.Decision) Test(org.junit.jupiter.api.Test) Disabled(org.junit.jupiter.api.Disabled)

Aggregations

Decision (org.kie.kogito.trusty.storage.api.model.decision.Decision)30 Test (org.junit.jupiter.api.Test)18 UnitValue (org.kie.kogito.tracing.typedvalue.UnitValue)12 DecisionOutcome (org.kie.kogito.trusty.storage.api.model.decision.DecisionOutcome)10 ArrayList (java.util.ArrayList)9 DecisionInput (org.kie.kogito.trusty.storage.api.model.decision.DecisionInput)8 IntNode (com.fasterxml.jackson.databind.node.IntNode)7 List (java.util.List)7 CounterfactualExplainabilityRequest (org.kie.kogito.explainability.api.CounterfactualExplainabilityRequest)6 NamedTypedValue (org.kie.kogito.explainability.api.NamedTypedValue)6 Storage (org.kie.kogito.persistence.api.Storage)6 MatchedExecutionHeaders (org.kie.kogito.trusty.service.common.models.MatchedExecutionHeaders)6 ArgumentMatchers.anyString (org.mockito.ArgumentMatchers.anyString)6 Collections (java.util.Collections)5 Assertions.assertEquals (org.junit.jupiter.api.Assertions.assertEquals)5 Assertions.assertNotNull (org.junit.jupiter.api.Assertions.assertNotNull)5 Assertions.assertTrue (org.junit.jupiter.api.Assertions.assertTrue)5 BeforeEach (org.junit.jupiter.api.BeforeEach)5 CounterfactualSearchDomain (org.kie.kogito.explainability.api.CounterfactualSearchDomain)5 ExplainabilityStatus (org.kie.kogito.explainability.api.ExplainabilityStatus)5