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

Example 41 with CounterfactualExplainabilityRequest

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

the class AbstractTrustyServiceIT method testCounterfactuals_StoreSingleAndRetrieveSingleWithSearchDomainCategorical.

@Test
public void testCounterfactuals_StoreSingleAndRetrieveSingleWithSearchDomainCategorical() {
    String executionId = "myCFExecution1";
    storeExecution(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.
    Collection<JsonNode> categories = List.of(new TextNode("1"), new TextNode("2"));
    CounterfactualSearchDomain searchDomain = buildSearchDomainUnit("test", "number", new CounterfactualDomainCategorical(categories));
    CounterfactualExplainabilityRequest request = trustyService.requestCounterfactuals(executionId, Collections.emptyList(), Collections.singletonList(searchDomain));
    assertNotNull(request);
    assertEquals(request.getExecutionId(), executionId);
    assertNotNull(request.getCounterfactualId());
    assertEquals(1, request.getSearchDomains().size());
    List<CounterfactualSearchDomain> requestSearchDomains = new ArrayList<>(request.getSearchDomains());
    assertCounterfactualSearchDomainCategorical(searchDomain, requestSearchDomains.get(0));
    CounterfactualExplainabilityRequest result = trustyService.getCounterfactualRequest(executionId, request.getCounterfactualId());
    assertNotNull(result);
    assertEquals(request.getExecutionId(), result.getExecutionId());
    assertEquals(request.getCounterfactualId(), result.getCounterfactualId());
    assertEquals(1, result.getSearchDomains().size());
    List<CounterfactualSearchDomain> resultSearchDomains = new ArrayList<>(result.getSearchDomains());
    assertCounterfactualSearchDomainCategorical(searchDomain, resultSearchDomains.get(0));
}