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Example 6 with KiePMMLTransformationDictionary

use of org.kie.pmml.commons.transformations.KiePMMLTransformationDictionary 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));
}
Also used : CommonTestingUtility.getProcessingDTO(org.kie.pmml.commons.CommonTestingUtility.getProcessingDTO) ProcessingDTO(org.kie.pmml.commons.model.ProcessingDTO) PMML4Result(org.kie.api.pmml.PMML4Result) KiePMMLApply(org.kie.pmml.commons.model.expressions.KiePMMLApply) KiePMMLDefineFunction(org.kie.pmml.commons.transformations.KiePMMLDefineFunction) KiePMMLOutputField(org.kie.pmml.commons.model.KiePMMLOutputField) KiePMMLTestingModel(org.kie.pmml.commons.testingutility.KiePMMLTestingModel) KiePMMLFieldRef(org.kie.pmml.commons.model.expressions.KiePMMLFieldRef) KiePMMLConstant(org.kie.pmml.commons.model.expressions.KiePMMLConstant) KiePMMLTransformationDictionary(org.kie.pmml.commons.transformations.KiePMMLTransformationDictionary) Test(org.junit.Test)

Example 7 with KiePMMLTransformationDictionary

use of org.kie.pmml.commons.transformations.KiePMMLTransformationDictionary in project drools by kiegroup.

the class PostProcessTest method populateTransformedOutputFieldWithApplyDerivedFieldFromConstant.

@Test
public void populateTransformedOutputFieldWithApplyDerivedFieldFromConstant() {
    // <DerivedField name="CUSTOM_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_FIELD, Collections.emptyList(), DATA_TYPE.DOUBLE, OP_TYPE.CONTINUOUS, kiePMMLConstant1).build();
    // <Apply 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(), "/").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()).withDerivedFields(Collections.singletonList(derivedField)).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(Collections.singletonList(derivedField)).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));
}
Also used : CommonTestingUtility.getProcessingDTO(org.kie.pmml.commons.CommonTestingUtility.getProcessingDTO) ProcessingDTO(org.kie.pmml.commons.model.ProcessingDTO) PMML4Result(org.kie.api.pmml.PMML4Result) KiePMMLApply(org.kie.pmml.commons.model.expressions.KiePMMLApply) KiePMMLDerivedField(org.kie.pmml.commons.transformations.KiePMMLDerivedField) KiePMMLOutputField(org.kie.pmml.commons.model.KiePMMLOutputField) KiePMMLTestingModel(org.kie.pmml.commons.testingutility.KiePMMLTestingModel) KiePMMLLocalTransformations(org.kie.pmml.commons.transformations.KiePMMLLocalTransformations) KiePMMLFieldRef(org.kie.pmml.commons.model.expressions.KiePMMLFieldRef) KiePMMLConstant(org.kie.pmml.commons.model.expressions.KiePMMLConstant) KiePMMLTransformationDictionary(org.kie.pmml.commons.transformations.KiePMMLTransformationDictionary) Test(org.junit.Test)

Example 8 with KiePMMLTransformationDictionary

use of org.kie.pmml.commons.transformations.KiePMMLTransformationDictionary 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));
}
Also used : CommonTestingUtility.getProcessingDTO(org.kie.pmml.commons.CommonTestingUtility.getProcessingDTO) ProcessingDTO(org.kie.pmml.commons.model.ProcessingDTO) PMML4Result(org.kie.api.pmml.PMML4Result) KiePMMLApply(org.kie.pmml.commons.model.expressions.KiePMMLApply) KiePMMLDerivedField(org.kie.pmml.commons.transformations.KiePMMLDerivedField) KiePMMLDefineFunction(org.kie.pmml.commons.transformations.KiePMMLDefineFunction) KiePMMLOutputField(org.kie.pmml.commons.model.KiePMMLOutputField) KiePMMLTestingModel(org.kie.pmml.commons.testingutility.KiePMMLTestingModel) KiePMMLFieldRef(org.kie.pmml.commons.model.expressions.KiePMMLFieldRef) KiePMMLConstant(org.kie.pmml.commons.model.expressions.KiePMMLConstant) KiePMMLTransformationDictionary(org.kie.pmml.commons.transformations.KiePMMLTransformationDictionary) Test(org.junit.Test)

Aggregations

Test (org.junit.Test)8 KiePMMLTransformationDictionary (org.kie.pmml.commons.transformations.KiePMMLTransformationDictionary)8 ProcessingDTO (org.kie.pmml.commons.model.ProcessingDTO)7 KiePMMLApply (org.kie.pmml.commons.model.expressions.KiePMMLApply)7 KiePMMLConstant (org.kie.pmml.commons.model.expressions.KiePMMLConstant)7 KiePMMLFieldRef (org.kie.pmml.commons.model.expressions.KiePMMLFieldRef)7 KiePMMLTestingModel (org.kie.pmml.commons.testingutility.KiePMMLTestingModel)7 PMML4Result (org.kie.api.pmml.PMML4Result)6 CommonTestingUtility.getProcessingDTO (org.kie.pmml.commons.CommonTestingUtility.getProcessingDTO)6 KiePMMLOutputField (org.kie.pmml.commons.model.KiePMMLOutputField)6 KiePMMLDerivedField (org.kie.pmml.commons.transformations.KiePMMLDerivedField)6 KiePMMLDefineFunction (org.kie.pmml.commons.transformations.KiePMMLDefineFunction)5 KiePMMLLocalTransformations (org.kie.pmml.commons.transformations.KiePMMLLocalTransformations)3 Collections (java.util.Collections)2 List (java.util.List)2 Optional (java.util.Optional)2 Assert.assertEquals (org.junit.Assert.assertEquals)2 Assert.assertTrue (org.junit.Assert.assertTrue)2 KiePMMLParameterField (org.kie.pmml.commons.transformations.KiePMMLParameterField)2 ArrayList (java.util.ArrayList)1