Examples with KiePMMLOutputField org.kie.pmml.commons.model.KiePMMLOutputField used on opensource projects

Example 11 with KiePMMLOutputField

use of org.kie.pmml.commons.model.KiePMMLOutputField in project drools by kiegroup.

the class PostProcess method populateOutputFields.

/**
 * Populated the <code>PMML4Result</code> with <code>OutputField</code> results
 * @param toUpdate
 * @param processingDTO
 */
static void populateOutputFields(final PMML4Result toUpdate, final ProcessingDTO processingDTO) {
    logger.debug("populateOutputFields {} {}", toUpdate, processingDTO);
    for (KiePMMLOutputField outputField : processingDTO.getOutputFields()) {
        Object variableValue = outputField.evaluate(processingDTO);
        if (variableValue != null) {
            String variableName = outputField.getName();
            toUpdate.addResultVariable(variableName, variableValue);
            processingDTO.addKiePMMLNameValue(new KiePMMLNameValue(variableName, variableValue));
        }
    }
}

Example 12 with KiePMMLOutputField

use of org.kie.pmml.commons.model.KiePMMLOutputField in project drools by kiegroup.

the class PostProcessTest method populatePredictedOutputField1.

@Test
public void populatePredictedOutputField1() {
    KiePMMLOutputField outputField = KiePMMLOutputField.builder(OUTPUT_NAME, Collections.emptyList()).withResultFeature(RESULT_FEATURE.PREDICTED_VALUE).build();
    KiePMMLTestingModel kiePMMLModel = testingModelBuilder(outputField).build();
    ProcessingDTO processingDTO = buildProcessingDTOWithDefaultNameValues(kiePMMLModel);
    PMML4Result toUpdate = new PMML4Result();
    PostProcess.populateOutputFields(toUpdate, processingDTO);
    assertTrue(toUpdate.getResultVariables().isEmpty());
}

Example 13 with KiePMMLOutputField

use of org.kie.pmml.commons.model.KiePMMLOutputField in project drools by kiegroup.

the class PostProcessTest method populateTransformedOutputFieldWithApplyDefineFunctionFromConstant.

@Test
public void populateTransformedOutputFieldWithApplyDefineFunctionFromConstant() {
    // <DefineFunction name="CUSTOM_FUNCTION" optype="continuous" dataType="double">
    // <Constant>100.0</Constant>
    // </DefineFunction>
    final KiePMMLConstant kiePMMLConstant1 = new KiePMMLConstant(PARAM_1, Collections.emptyList(), value1, null);
    final KiePMMLDefineFunction defineFunction = new KiePMMLDefineFunction(CUSTOM_FUNCTION, Collections.emptyList(), DATA_TYPE.DOUBLE, OP_TYPE.CONTINUOUS, Collections.emptyList(), kiePMMLConstant1);
    // <Apply function="CUSTOM_FUNCTION">
    // <FieldRef>CUSTOM_FIELD</FieldRef>
    // <Constant>5.0</Constant>
    // </Apply>
    final KiePMMLFieldRef kiePMMLFieldRef = new KiePMMLFieldRef(CUSTOM_FIELD, Collections.emptyList(), null);
    final KiePMMLConstant kiePMMLConstant2 = new KiePMMLConstant(PARAM_2, Collections.emptyList(), value2, null);
    KiePMMLApply kiePMMLApply = KiePMMLApply.builder("NAME", Collections.emptyList(), CUSTOM_FUNCTION).withKiePMMLExpressions(Arrays.asList(kiePMMLFieldRef, kiePMMLConstant2)).build();
    KiePMMLOutputField outputField = KiePMMLOutputField.builder(OUTPUT_NAME, Collections.emptyList()).withResultFeature(RESULT_FEATURE.TRANSFORMED_VALUE).withKiePMMLExpression(kiePMMLApply).build();
    // From TransformationDictionary
    KiePMMLTransformationDictionary transformationDictionary = KiePMMLTransformationDictionary.builder("transformationDictionary", Collections.emptyList()).withDefineFunctions(Collections.singletonList(defineFunction)).build();
    KiePMMLTestingModel kiePMMLModel = testingModelBuilder(outputField).withKiePMMLTransformationDictionary(transformationDictionary).build();
    ProcessingDTO processingDTO = buildProcessingDTOWithEmptyNameValues(kiePMMLModel);
    PMML4Result toUpdate = new PMML4Result();
    PostProcess.populateOutputFields(toUpdate, processingDTO);
    assertFalse(toUpdate.getResultVariables().isEmpty());
    assertTrue(toUpdate.getResultVariables().containsKey(OUTPUT_NAME));
    assertEquals(value1, toUpdate.getResultVariables().get(OUTPUT_NAME));
}

Example 14 with KiePMMLOutputField

use of org.kie.pmml.commons.model.KiePMMLOutputField in project drools by kiegroup.

the class PostProcessTest method populateTransformedOutputField1.

@Test
public void populateTransformedOutputField1() {
    KiePMMLOutputField outputField = KiePMMLOutputField.builder(OUTPUT_NAME, Collections.emptyList()).withResultFeature(RESULT_FEATURE.TRANSFORMED_VALUE).build();
    KiePMMLTestingModel kiePMMLModel = testingModelBuilder(outputField).build();
    ProcessingDTO processingDTO = buildProcessingDTOWithDefaultNameValues(kiePMMLModel);
    PMML4Result toUpdate = new PMML4Result();
    PostProcess.populateOutputFields(toUpdate, processingDTO);
    assertTrue(toUpdate.getResultVariables().isEmpty());
}

Example 15 with KiePMMLOutputField

use of org.kie.pmml.commons.model.KiePMMLOutputField in project drools by kiegroup.

the class PostProcessTest method populateTransformedOutputField2.

@Test
public void populateTransformedOutputField2() {
    KiePMMLConstant kiePMMLConstant = new KiePMMLConstant("CONSTANT_NAME", Collections.emptyList(), "String", null);
    KiePMMLOutputField outputField = KiePMMLOutputField.builder(OUTPUT_NAME, Collections.emptyList()).withResultFeature(RESULT_FEATURE.TRANSFORMED_VALUE).withKiePMMLExpression(kiePMMLConstant).build();
    KiePMMLTestingModel kiePMMLModel = testingModelBuilder(outputField).build();
    ProcessingDTO processingDTO = buildProcessingDTOWithDefaultNameValues(kiePMMLModel);
    PMML4Result toUpdate = new PMML4Result();
    PostProcess.populateOutputFields(toUpdate, processingDTO);
    assertFalse(toUpdate.getResultVariables().isEmpty());
    assertTrue(toUpdate.getResultVariables().containsKey(OUTPUT_NAME));
    assertEquals(kiePMMLConstant.getValue(), toUpdate.getResultVariables().get(OUTPUT_NAME));
}