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

Example 6 with CounterfactualExplainabilityResult

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

the class ExplanationServiceImplTest method testServiceHandlerLookupCounterfactuals.

@Test
void testServiceHandlerLookupCounterfactuals() {
    when(instance.stream()).thenReturn(Stream.of(limeExplainerServiceHandlerMock, cfExplainerServiceHandlerMock));
    when(cfExplainerMock.explainAsync(any(), any(), any())).thenReturn(CompletableFuture.completedFuture(COUNTERFACTUAL_RESULT));
    BaseExplainabilityResult result = assertDoesNotThrow(() -> explanationService.explainAsync(COUNTERFACTUAL_REQUEST, callbackMock).toCompletableFuture().get(Config.INSTANCE.getAsyncTimeout(), Config.INSTANCE.getAsyncTimeUnit()));
    assertNotNull(result);
    assertTrue(result instanceof CounterfactualExplainabilityResult);
}

Example 7 with CounterfactualExplainabilityResult

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

the class CounterfactualExplainerServiceHandlerTest method testCreateIntermediateResult.

@Test
public void testCreateIntermediateResult() {
    CounterfactualExplainabilityRequest request = new CounterfactualExplainabilityRequest(EXECUTION_ID, SERVICE_URL, MODEL_IDENTIFIER, COUNTERFACTUAL_ID, Collections.emptyList(), Collections.emptyList(), Collections.emptyList(), MAX_RUNNING_TIME_SECONDS);
    List<CounterfactualEntity> entities = List.of(DoubleEntity.from(new Feature("input1", Type.NUMBER, new Value(123.0d)), 0, 1000));
    CounterfactualResult counterfactuals = new CounterfactualResult(entities, entities.stream().map(CounterfactualEntity::asFeature).collect(Collectors.toList()), List.of(new PredictionOutput(List.of(new Output("output1", Type.NUMBER, new Value(555.0d), 1.0)))), true, UUID.fromString(SOLUTION_ID), UUID.fromString(EXECUTION_ID), 0);
    BaseExplainabilityResult base = handler.createIntermediateResult(request, counterfactuals);
    assertTrue(base instanceof CounterfactualExplainabilityResult);
    CounterfactualExplainabilityResult result = (CounterfactualExplainabilityResult) base;
    assertEquals(ExplainabilityStatus.SUCCEEDED, result.getStatus());
    assertEquals(CounterfactualExplainabilityResult.Stage.INTERMEDIATE, result.getStage());
    assertEquals(EXECUTION_ID, result.getExecutionId());
    assertEquals(COUNTERFACTUAL_ID, result.getCounterfactualId());
    assertEquals(1, result.getInputs().size());
    assertTrue(result.getInputs().stream().anyMatch(i -> i.getName().equals("input1")));
    NamedTypedValue input1 = result.getInputs().iterator().next();
    assertEquals(Double.class.getSimpleName(), input1.getValue().getType());
    assertEquals(TypedValue.Kind.UNIT, input1.getValue().getKind());
    assertEquals(123.0, input1.getValue().toUnit().getValue().asDouble());
    assertEquals(1, result.getOutputs().size());
    assertTrue(result.getOutputs().stream().anyMatch(o -> o.getName().equals("output1")));
    NamedTypedValue output1 = result.getOutputs().iterator().next();
    assertEquals(Double.class.getSimpleName(), output1.getValue().getType());
    assertEquals(TypedValue.Kind.UNIT, output1.getValue().getKind());
    assertEquals(555.0, output1.getValue().toUnit().getValue().asDouble());
}

Example 8 with CounterfactualExplainabilityResult

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

the class CounterfactualExplainerServiceHandlerTest method testCreateSucceededResult.

@Test
public void testCreateSucceededResult() {
    CounterfactualExplainabilityRequest request = new CounterfactualExplainabilityRequest(EXECUTION_ID, SERVICE_URL, MODEL_IDENTIFIER, COUNTERFACTUAL_ID, Collections.emptyList(), Collections.emptyList(), Collections.emptyList(), MAX_RUNNING_TIME_SECONDS);
    List<CounterfactualEntity> entities = List.of(DoubleEntity.from(new Feature("input1", Type.NUMBER, new Value(123.0d)), 0, 1000));
    CounterfactualResult counterfactuals = new CounterfactualResult(entities, entities.stream().map(CounterfactualEntity::asFeature).collect(Collectors.toList()), List.of(new PredictionOutput(List.of(new Output("output1", Type.NUMBER, new Value(555.0d), 1.0)))), true, UUID.fromString(SOLUTION_ID), UUID.fromString(EXECUTION_ID), 0);
    BaseExplainabilityResult base = handler.createSucceededResult(request, counterfactuals);
    assertTrue(base instanceof CounterfactualExplainabilityResult);
    CounterfactualExplainabilityResult result = (CounterfactualExplainabilityResult) base;
    assertEquals(ExplainabilityStatus.SUCCEEDED, result.getStatus());
    assertEquals(CounterfactualExplainabilityResult.Stage.FINAL, result.getStage());
    assertEquals(EXECUTION_ID, result.getExecutionId());
    assertEquals(COUNTERFACTUAL_ID, result.getCounterfactualId());
    assertEquals(1, result.getInputs().size());
    assertTrue(result.getInputs().stream().anyMatch(i -> i.getName().equals("input1")));
    NamedTypedValue input1 = result.getInputs().iterator().next();
    assertEquals(Double.class.getSimpleName(), input1.getValue().getType());
    assertEquals(TypedValue.Kind.UNIT, input1.getValue().getKind());
    assertEquals(123.0, input1.getValue().toUnit().getValue().asDouble());
    assertEquals(1, result.getOutputs().size());
    assertTrue(result.getOutputs().stream().anyMatch(o -> o.getName().equals("output1")));
    NamedTypedValue output1 = result.getOutputs().iterator().next();
    assertEquals(Double.class.getSimpleName(), output1.getValue().getType());
    assertEquals(TypedValue.Kind.UNIT, output1.getValue().getKind());
    assertEquals(555.0, output1.getValue().toUnit().getValue().asDouble());
}

Example 9 with CounterfactualExplainabilityResult

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

the class CounterfactualExplainerServiceHandlerTest method testCreateFailedResult.

@Test
public void testCreateFailedResult() {
    CounterfactualExplainabilityRequest request = new CounterfactualExplainabilityRequest(EXECUTION_ID, SERVICE_URL, MODEL_IDENTIFIER, COUNTERFACTUAL_ID, Collections.emptyList(), Collections.emptyList(), Collections.emptyList(), MAX_RUNNING_TIME_SECONDS);
    BaseExplainabilityResult base = handler.createFailedResult(request, new NullPointerException("Something went wrong"));
    assertTrue(base instanceof CounterfactualExplainabilityResult);
    CounterfactualExplainabilityResult result = (CounterfactualExplainabilityResult) base;
    assertEquals(ExplainabilityStatus.FAILED, result.getStatus());
    assertEquals("Something went wrong", result.getStatusDetails());
    assertEquals(EXECUTION_ID, result.getExecutionId());
    assertEquals(COUNTERFACTUAL_ID, result.getCounterfactualId());
}

Example 10 with CounterfactualExplainabilityResult

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

the class TrustyServiceTest method givenNoStoredCounterfactualResultsWhenGetCounterfactualResultsThenEmptyCollectionIsReturned.

@Test
@SuppressWarnings({ "unchecked", "rawtypes" })
void givenNoStoredCounterfactualResultsWhenGetCounterfactualResultsThenEmptyCollectionIsReturned() {
    Storage<String, CounterfactualExplainabilityResult> counterfactualStorage = mock(Storage.class);
    Query queryMock = mock(Query.class);
    when(queryMock.filter(any(List.class))).thenReturn(queryMock);
    when(queryMock.execute()).thenReturn(new ArrayList());
    when(counterfactualStorage.query()).thenReturn(queryMock);
    when(trustyStorageServiceMock.getCounterfactualResultStorage()).thenReturn(counterfactualStorage);
    assertTrue(trustyService.getCounterfactualResults(TEST_EXECUTION_ID, TEST_COUNTERFACTUAL_ID).isEmpty());
}