Examples with CounterfactualEntity org.kie.kogito.explainability.local.counterfactual.entities.CounterfactualEntity used on opensource projects

Example 31 with CounterfactualEntity

use of org.kie.kogito.explainability.local.counterfactual.entities.CounterfactualEntity in project kogito-apps by kiegroup.

the class CounterfactualEntityFactoryTest method testFixedCategoricalEntity.

@Test
void testFixedCategoricalEntity() {
    final String value = "foo";
    final Feature feature = FeatureFactory.newCategoricalFeature("categorical-feature", value);
    final CounterfactualEntity counterfactualEntity = CounterfactualEntityFactory.from(feature);
    assertTrue(counterfactualEntity instanceof FixedCategoricalEntity);
    assertEquals(value, counterfactualEntity.asFeature().getValue().toString());
}

Example 32 with CounterfactualEntity

use of org.kie.kogito.explainability.local.counterfactual.entities.CounterfactualEntity in project kogito-apps by kiegroup.

the class CounterfactualEntityFactoryTest method testLongFactory.

@Test
void testLongFactory() {
    final long value = 5;
    final FeatureDomain domain = NumericalFeatureDomain.create(0.0, 10.0);
    final Feature feature = FeatureFactory.newNumericalFeature("long-feature", value, domain);
    final CounterfactualEntity counterfactualEntity = CounterfactualEntityFactory.from(feature);
    assertNotNull(counterfactualEntity);
    assertTrue(counterfactualEntity instanceof LongEntity);
    assertEquals(value, counterfactualEntity.asFeature().getValue().asNumber());
}

Example 33 with CounterfactualEntity

use of org.kie.kogito.explainability.local.counterfactual.entities.CounterfactualEntity in project kogito-apps by kiegroup.

the class CounterfactualEntityFactoryTest method testCategoricalFactoryObject.

@Test
void testCategoricalFactoryObject() {
    final String value = "foo";
    final FeatureDomain domain = CategoricalFeatureDomain.create("foo", "bar");
    final Feature feature = FeatureFactory.newCategoricalFeature("categorical-feature", value, domain);
    final CounterfactualEntity counterfactualEntity = CounterfactualEntityFactory.from(feature);
    assertTrue(counterfactualEntity instanceof CategoricalEntity);
    assertEquals(domain.getCategories(), ((CategoricalEntity) counterfactualEntity).getValueRange());
    assertEquals(value, counterfactualEntity.asFeature().getValue().toString());
}

Example 34 with CounterfactualEntity

use of org.kie.kogito.explainability.local.counterfactual.entities.CounterfactualEntity in project kogito-apps by kiegroup.

the class CounterfactualEntityFactoryTest method testTextFactory.

@Test
void testTextFactory() {
    final String value = "foo";
    final Feature feature = FeatureFactory.newTextFeature("text-feature", value);
    CounterfactualEntity counterfactualEntity = CounterfactualEntityFactory.from(feature);
    assertTrue(counterfactualEntity instanceof FixedTextEntity);
    assertEquals(Type.TEXT, counterfactualEntity.asFeature().getType());
    final Feature varyingFeature = FeatureFactory.newTextFeature("text-feature", value, EmptyFeatureDomain.create());
    IllegalArgumentException exception = assertThrows(IllegalArgumentException.class, () -> {
        CounterfactualEntityFactory.from(varyingFeature);
    });
    assertEquals("Unsupported feature type: text", exception.getMessage());
}

Example 35 with CounterfactualEntity

use of org.kie.kogito.explainability.local.counterfactual.entities.CounterfactualEntity in project kogito-apps by kiegroup.

the class CounterfactualEntityFactoryTest method testBooleanFactory.

@Test
void testBooleanFactory() {
    final boolean value = false;
    final Feature feature = FeatureFactory.newBooleanFeature("bool-feature", value, EmptyFeatureDomain.create());
    final CounterfactualEntity counterfactualEntity = CounterfactualEntityFactory.from(feature);
    assertTrue(counterfactualEntity instanceof BooleanEntity);
    assertEquals(value, counterfactualEntity.asFeature().getValue().getUnderlyingObject());
}