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

Example 31 with NamedTypedValue

use of org.kie.kogito.explainability.api.NamedTypedValue in project kogito-apps by kiegroup.

the class AbstractTrustyServiceIT method testCounterfactuals_StoreSingleAndRetrieveSingleWithGoals.

@Test
public void testCounterfactuals_StoreSingleAndRetrieveSingleWithGoals() {
    String executionId = "myCFExecution1";
    storeExecutionWithOutcomes(executionId, 0L);
    // The Goals structures must be comparable to the original decisions outcomes.
    // The Search Domain structures must be identical those of the original decision inputs.
    CounterfactualSearchDomain searchDomain = buildSearchDomainUnit("test", "number", new CounterfactualDomainRange(new IntNode(1), new IntNode(2)));
    NamedTypedValue goal1 = buildGoalUnit("outcome1", "number", new IntNode(25));
    NamedTypedValue goal2 = buildGoalUnit("outcome2", "string", new TextNode("cheese"));
    CounterfactualExplainabilityRequest request = trustyService.requestCounterfactuals(executionId, List.of(goal1, goal2), Collections.singletonList(searchDomain));
    assertNotNull(request);
    assertEquals(request.getExecutionId(), executionId);
    assertNotNull(request.getCounterfactualId());
    assertEquals(2, request.getGoals().size());
    List<NamedTypedValue> requestGoals = new ArrayList<>(request.getGoals());
    assertCounterfactualGoal(goal1, requestGoals.get(0));
    assertCounterfactualGoal(goal2, requestGoals.get(1));
    CounterfactualExplainabilityRequest result = trustyService.getCounterfactualRequest(executionId, request.getCounterfactualId());
    assertNotNull(result);
    assertEquals(request.getExecutionId(), result.getExecutionId());
    assertEquals(request.getCounterfactualId(), result.getCounterfactualId());
    assertEquals(2, result.getGoals().size());
    List<NamedTypedValue> resultGoals = new ArrayList<>(request.getGoals());
    assertCounterfactualGoal(goal1, resultGoals.get(0));
    assertCounterfactualGoal(goal2, resultGoals.get(1));
}

Example 32 with NamedTypedValue

use of org.kie.kogito.explainability.api.NamedTypedValue in project kogito-apps by kiegroup.

the class AbstractTrustyServiceIT method testStoreExplainabilityResult_Counterfactual_DuplicateRemoval_FinalThenIntermediate.

@Test
public void testStoreExplainabilityResult_Counterfactual_DuplicateRemoval_FinalThenIntermediate() {
    String executionId = "myCFExecution1Store";
    String counterfactualId = "myCFCounterfactualId";
    NamedTypedValue input1 = new NamedTypedValue("field1", new UnitValue("typeRef1", "typeRef1", new IntNode(25)));
    NamedTypedValue input2 = new NamedTypedValue("field2", new UnitValue("typeRef2", "typeRef2", new IntNode(99)));
    NamedTypedValue output1 = new NamedTypedValue("field3", new UnitValue("typeRef3", "typeRef3", new IntNode(200)));
    NamedTypedValue output2 = new NamedTypedValue("field4", new UnitValue("typeRef4", "typeRef4", new IntNode(1000)));
    // First solution is the FINAL (for whatever reason, e.g. messaging delays, the INTERMEDIATE is received afterwards)
    trustyService.storeExplainabilityResult(executionId, new CounterfactualExplainabilityResult(executionId, counterfactualId, "solutionId1", 0L, ExplainabilityStatus.SUCCEEDED, "status", true, CounterfactualExplainabilityResult.Stage.FINAL, List.of(input1, input2), List.of(output1, output2)));
    List<CounterfactualExplainabilityResult> result1 = trustyService.getCounterfactualResults(executionId, counterfactualId);
    assertNotNull(result1);
    assertEquals(1, result1.size());
    assertEquals("solutionId1", result1.get(0).getSolutionId());
    assertEquals(CounterfactualExplainabilityResult.Stage.FINAL, result1.get(0).getStage());
    trustyService.storeExplainabilityResult(executionId, new CounterfactualExplainabilityResult(executionId, counterfactualId, "solutionId2", 0L, ExplainabilityStatus.SUCCEEDED, "status", true, CounterfactualExplainabilityResult.Stage.INTERMEDIATE, List.of(input1, input2), List.of(output1, output2)));
    List<CounterfactualExplainabilityResult> result2 = trustyService.getCounterfactualResults(executionId, counterfactualId);
    assertNotNull(result2);
    assertEquals(1, result1.size());
    assertEquals("solutionId1", result1.get(0).getSolutionId());
    assertEquals(CounterfactualExplainabilityResult.Stage.FINAL, result1.get(0).getStage());
}

Example 33 with NamedTypedValue

use of org.kie.kogito.explainability.api.NamedTypedValue in project kogito-apps by kiegroup.

the class TrustyServiceImpl method processDecision.

@Override
public void processDecision(String executionId, Decision decision) {
    storeDecision(executionId, decision);
    if (isExplainabilityEnabled) {
        List<NamedTypedValue> inputs = decision.getInputs() != null ? decision.getInputs().stream().map(input -> new NamedTypedValue(input.getName(), input.getValue())).collect(Collectors.toList()) : Collections.emptyList();
        List<NamedTypedValue> outputs = decision.getOutcomes() != null ? decision.getOutcomes().stream().map(output -> new NamedTypedValue(output.getOutcomeName(), output.getOutcomeResult())).collect(Collectors.toList()) : Collections.emptyList();
        explainabilityRequestProducer.sendEvent(new LIMEExplainabilityRequest(executionId, decision.getServiceUrl(), createDecisionModelIdentifier(decision), inputs, outputs));
    }
}