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

Example 16 with KiePMMLConstant

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

the class PostProcessTest method populateTransformedOutputFieldWithApplyDefineFunctionFromFieldRef.

@Test
public void populateTransformedOutputFieldWithApplyDefineFunctionFromFieldRef() {
    // <DerivedField name="CUSTOM_REF_FIELD" optype="continuous" dataType="double">
    // <Constant>100.0</Constant>
    // </DerivedField>
    final KiePMMLConstant kiePMMLConstant1 = new KiePMMLConstant(PARAM_1, Collections.emptyList(), value1, null);
    final KiePMMLDerivedField derivedField = KiePMMLDerivedField.builder(CUSTOM_REF_FIELD, Collections.emptyList(), DATA_TYPE.DOUBLE, OP_TYPE.CONTINUOUS, kiePMMLConstant1).build();
    // <DefineFunction name="CUSTOM_FUNCTION" optype="continuous" dataType="double">
    // <FieldRef>CUSTOM_REF_FIELD</FieldRef>
    // </DefineFunction>
    final KiePMMLFieldRef kiePMMLFieldRef1 = new KiePMMLFieldRef(CUSTOM_REF_FIELD, Collections.emptyList(), null);
    final KiePMMLDefineFunction defineFunction = new KiePMMLDefineFunction(CUSTOM_FUNCTION, Collections.emptyList(), DATA_TYPE.DOUBLE, OP_TYPE.CONTINUOUS, Collections.emptyList(), kiePMMLFieldRef1);
    // <Apply function="CUSTOM_FUNCTION">
    // <Constant>5.0</Constant>
    // </Apply>
    final KiePMMLConstant kiePMMLConstant2 = new KiePMMLConstant(PARAM_2, Collections.emptyList(), value2, null);
    KiePMMLApply kiePMMLApply = KiePMMLApply.builder("NAME", Collections.emptyList(), CUSTOM_FUNCTION).withKiePMMLExpressions(Collections.singletonList(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)).withDerivedFields(Collections.singletonList(derivedField)).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 17 with KiePMMLConstant

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

the class KiePMMLDefineFunctionTest method evaluateFromConstant.

@Test
public void evaluateFromConstant() {
    // <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(), null, OP_TYPE.CONTINUOUS, Collections.emptyList(), kiePMMLConstant1);
    ProcessingDTO processingDTO = getProcessingDTO(Collections.emptyList());
    Object retrieved = defineFunction.evaluate(processingDTO, Collections.emptyList());
    assertEquals(value1, retrieved);
}

Example 18 with KiePMMLConstant

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

the class KiePMMLOutputFieldTest method getOutputFields.

private List<KiePMMLOutputField> getOutputFields() {
    // <OutputField name="PARAM_1" optype="continuous" dataType="double" feature="transformedValue">
    // <Constant>100.0</Constant>
    // </OutputField>
    final KiePMMLConstant kiePMMLConstant1 = new KiePMMLConstant(PARAM_1, Collections.emptyList(), value1, null);
    final KiePMMLOutputField outputField1 = KiePMMLOutputField.builder(PARAM_1, Collections.emptyList()).withKiePMMLExpression(kiePMMLConstant1).withResultFeature(RESULT_FEATURE.TRANSFORMED_VALUE).build();
    // <OutputField name="PARAM_1" optype="continuous" dataType="double" feature="transformedValue">
    // <Constant>5.0</Constant>
    // </OutputField>
    final KiePMMLConstant kiePMMLConstant2 = new KiePMMLConstant(PARAM_2, Collections.emptyList(), value2, null);
    final KiePMMLOutputField outputField2 = KiePMMLOutputField.builder(PARAM_2, Collections.emptyList()).withKiePMMLExpression(kiePMMLConstant2).withResultFeature(RESULT_FEATURE.TRANSFORMED_VALUE).build();
    return Arrays.asList(outputField1, outputField2);
}

Example 19 with KiePMMLConstant

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

the class KiePMMLAttributeTest method getDerivedFields.

private List<KiePMMLDerivedField> getDerivedFields() {
    // <DerivedField name="PARAM_1" optype="continuous" dataType="double">
    // <Constant>100.0</Constant>
    // </DerivedField>
    final KiePMMLConstant kiePMMLConstant1 = new KiePMMLConstant(PARAM_1, Collections.emptyList(), value1, null);
    final KiePMMLDerivedField derivedField1 = KiePMMLDerivedField.builder(PARAM_1, Collections.emptyList(), DATA_TYPE.DOUBLE, OP_TYPE.CONTINUOUS, kiePMMLConstant1).build();
    // <DerivedField name="PARAM_1" optype="continuous" dataType="double">
    // <Constant>5.0</Constant>
    // </DerivedField>
    final KiePMMLConstant kiePMMLConstant2 = new KiePMMLConstant(PARAM_2, Collections.emptyList(), value2, null);
    final KiePMMLDerivedField derivedField2 = KiePMMLDerivedField.builder(PARAM_2, Collections.emptyList(), DATA_TYPE.DOUBLE, OP_TYPE.CONTINUOUS, kiePMMLConstant2).build();
    return Arrays.asList(derivedField1, derivedField2);
}