Examples with BaseExplainabilityRequest org.kie.kogito.explainability.api.BaseExplainabilityRequest used on opensource projects

Example 6 with BaseExplainabilityRequest

use of org.kie.kogito.explainability.api.BaseExplainabilityRequest 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());
}