use of org.kie.pmml.commons.model.KiePMMLOutputField in project drools by kiegroup.
the class KiePMMLOutputFieldInstanceFactory method getKiePMMLOutputField.
public static KiePMMLOutputField getKiePMMLOutputField(final OutputField outputField) {
String name = outputField.getName() != null ? outputField.getName().getValue() : "" + outputField.hashCode();
final String targetField = outputField.getTargetField() != null ? outputField.getTargetField().getValue() : null;
final RESULT_FEATURE resultFeature = outputField.getResultFeature() != null ? RESULT_FEATURE.byName(outputField.getResultFeature().value()) : null;
final DATA_TYPE dataType = outputField.getDataType() != null ? DATA_TYPE.byName(outputField.getDataType().value()) : null;
final KiePMMLExpression kiePMMLExpression = outputField.getExpression() != null ? getKiePMMLExpression(outputField.getExpression()) : null;
final KiePMMLOutputField.Builder builder = KiePMMLOutputField.builder(name, Collections.emptyList()).withResultFeature(resultFeature).withTargetField(targetField).withValue(outputField.getValue()).withDataType(dataType).withRank(outputField.getRank()).withKiePMMLExpression(kiePMMLExpression);
return builder.build();
}
use of org.kie.pmml.commons.model.KiePMMLOutputField in project drools by kiegroup.
the class KiePMMLOutputFieldInstanceFactoryTest method getKiePMMLOutputField.
@Test
public void getKiePMMLOutputField() {
OutputField toConvert = getRandomOutputField();
KiePMMLOutputField retrieved = KiePMMLOutputFieldInstanceFactory.getKiePMMLOutputField(toConvert);
commonVerifyKiePMMLOutputField(retrieved, toConvert);
}
use of org.kie.pmml.commons.model.KiePMMLOutputField in project drools by kiegroup.
the class PostProcessTest method populateTransformedOutputFieldWithApplyDefineFunctionFromApply.
@Test
public void populateTransformedOutputFieldWithApplyDefineFunctionFromApply() {
// <DefineFunction name="CUSTOM_FUNCTION" optype="continuous" dataType="double">
// <ParameterField name="PARAM_1" />
// <Apply function="/">
// <FieldRef>PARAM_1</FieldRef>
// <Constant>5.0</Constant>
// </Apply>
// </DefineFunction>
final KiePMMLParameterField kiePMMLParameterField = KiePMMLParameterField.builder(PARAM_1, Collections.emptyList()).build();
final KiePMMLFieldRef kiePMMLFieldRef1 = new KiePMMLFieldRef(PARAM_1, Collections.emptyList(), null);
final KiePMMLConstant kiePMMLConstant2 = new KiePMMLConstant(PARAM_2, Collections.emptyList(), value2, null);
final KiePMMLApply kiePMMLApplyRef = KiePMMLApply.builder("NAMEREF", Collections.emptyList(), "/").withKiePMMLExpressions(Arrays.asList(kiePMMLFieldRef1, kiePMMLConstant2)).build();
final KiePMMLDefineFunction defineFunction = new KiePMMLDefineFunction(CUSTOM_FUNCTION, Collections.emptyList(), DATA_TYPE.DOUBLE, OP_TYPE.CONTINUOUS, Collections.singletonList(kiePMMLParameterField), kiePMMLApplyRef);
// <Apply function="CUSTOM_FUNCTION">
// <Constant>100.0</Constant>
// </Apply>
final KiePMMLConstant kiePMMLConstant3 = new KiePMMLConstant(PARAM_2, Collections.emptyList(), value1, null);
KiePMMLApply kiePMMLApply = KiePMMLApply.builder("NAME", Collections.emptyList(), CUSTOM_FUNCTION).withKiePMMLExpressions(Collections.singletonList(kiePMMLConstant3)).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 / value2, toUpdate.getResultVariables().get(OUTPUT_NAME));
}
use of org.kie.pmml.commons.model.KiePMMLOutputField in project drools by kiegroup.
the class PostProcessTest method populateTransformedOutputFieldWithApplyDerivedFieldFromFieldRef.
@Test
public void populateTransformedOutputFieldWithApplyDerivedFieldFromFieldRef() {
// <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 derivedField1 = KiePMMLDerivedField.builder(CUSTOM_REF_FIELD, Collections.emptyList(), DATA_TYPE.DOUBLE, OP_TYPE.CONTINUOUS, kiePMMLConstant1).build();
// <DerivedField name="CUSTOM_FIELD" optype="continuous" dataType="double">
// <FieldRef>CUSTOM_REF_FIELD</FieldRef>
// </DerivedField>
final KiePMMLFieldRef kiePMMLFieldRef = new KiePMMLFieldRef(CUSTOM_REF_FIELD, Collections.emptyList(), null);
final KiePMMLDerivedField derivedField2 = KiePMMLDerivedField.builder(CUSTOM_FIELD, Collections.emptyList(), DATA_TYPE.DOUBLE, OP_TYPE.CONTINUOUS, kiePMMLFieldRef).build();
// <Apply function="/">
// <FieldRef>CUSTOM_FIELD</FieldRef>
// <Constant>5.0</Constant>
// </Apply>
final KiePMMLFieldRef kiePMMLFieldRef2 = 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(), "/").withKiePMMLExpressions(Arrays.asList(kiePMMLFieldRef2, 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()).withDerivedFields(Arrays.asList(derivedField1, derivedField2)).build();
KiePMMLTestingModel kiePMMLModel1 = testingModelBuilder(outputField).withKiePMMLTransformationDictionary(transformationDictionary).build();
ProcessingDTO processingDTO1 = buildProcessingDTOWithEmptyNameValues(kiePMMLModel1);
PMML4Result toUpdate1 = new PMML4Result();
PostProcess.populateOutputFields(toUpdate1, processingDTO1);
assertFalse(toUpdate1.getResultVariables().isEmpty());
assertTrue(toUpdate1.getResultVariables().containsKey(OUTPUT_NAME));
assertEquals(value1 / value2, toUpdate1.getResultVariables().get(OUTPUT_NAME));
// From LocalTransformations
KiePMMLLocalTransformations localTransformations = KiePMMLLocalTransformations.builder("localTransformations", Collections.emptyList()).withDerivedFields(Arrays.asList(derivedField1, derivedField2)).build();
KiePMMLTestingModel kiePMMLModel2 = testingModelBuilder(outputField).withKiePMMLLocalTransformations(localTransformations).build();
ProcessingDTO processingDTO2 = buildProcessingDTOWithEmptyNameValues(kiePMMLModel2);
PMML4Result toUpdate2 = new PMML4Result();
PostProcess.populateOutputFields(toUpdate2, processingDTO2);
assertFalse(toUpdate2.getResultVariables().isEmpty());
assertTrue(toUpdate2.getResultVariables().containsKey(OUTPUT_NAME));
assertEquals(value1 / value2, toUpdate2.getResultVariables().get(OUTPUT_NAME));
}
use of org.kie.pmml.commons.model.KiePMMLOutputField in project drools by kiegroup.
the class PostProcessTest method populateTransformedOutputFieldWithConstant.
@Test
public void populateTransformedOutputFieldWithConstant() {
KiePMMLConstant kiePMMLConstant = new KiePMMLConstant("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 = buildProcessingDTOWithEmptyNameValues(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));
}
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