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

Example 41 with KiePMMLNameValue

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

the class KiePMMLTextIndexTest method evaluateTextIndex0Normalizations.

@Test
public void evaluateTextIndex0Normalizations() {
    // <Constant>brown fox</Constant>
    final KiePMMLConstant kiePMMLConstant = new KiePMMLConstant("NAME-1", Collections.emptyList(), TERM_0, null);
    List<KiePMMLNameValue> kiePMMLNameValues = Collections.singletonList(new KiePMMLNameValue(FIELD_NAME, NOT_NORMALIZED_TEXT_0));
    ProcessingDTO processingDTO = getProcessingDTO(kiePMMLNameValues);
    double frequency = 3.0;
    double logarithmic = Math.log10(1 + frequency);
    int maxFrequency = 2;
    // cast
    double augmentedNormalizedTermFrequency = 0.5 * (1 + (frequency / (double) maxFrequency));
    // for java:S2184
    Map<LOCAL_TERM_WEIGHTS, Double> expectedResults = new HashMap<>();
    expectedResults.put(TERM_FREQUENCY, frequency);
    expectedResults.put(BINARY, 1.0);
    expectedResults.put(LOGARITHMIC, logarithmic);
    expectedResults.put(AUGMENTED_NORMALIZED_TERM_FREQUENCY, augmentedNormalizedTermFrequency);
    expectedResults.forEach((localTermWeights, expected) -> {
        KiePMMLTextIndex kiePMMLTextIndex = KiePMMLTextIndex.builder(FIELD_NAME, Collections.emptyList(), kiePMMLConstant).withMaxLevenshteinDistance(2).withLocalTermWeights(localTermWeights).withIsCaseSensitive(true).withTextIndexNormalizations(getKiePMMLTextIndexNormalizations()).build();
        assertEquals(expected, kiePMMLTextIndex.evaluate(processingDTO));
    });
}

Example 42 with KiePMMLNameValue

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

the class KiePMMLTextIndexTest method evaluateNoTextIndex0Normalizations.

@Test
public void evaluateNoTextIndex0Normalizations() {
    // <Constant>brown fox</Constant>
    final KiePMMLConstant kiePMMLConstant = new KiePMMLConstant("NAME-1", Collections.emptyList(), TERM_0, null);
    List<KiePMMLNameValue> kiePMMLNameValues = Collections.singletonList(new KiePMMLNameValue(FIELD_NAME, TEXT_0));
    ProcessingDTO processingDTO = getProcessingDTO(kiePMMLNameValues);
    double frequency = 3.0;
    double logarithmic = Math.log10(1 + frequency);
    int maxFrequency = 2;
    // cast
    double augmentedNormalizedTermFrequency = 0.5 * (1 + (frequency / (double) maxFrequency));
    // for java:S2184
    Map<LOCAL_TERM_WEIGHTS, Double> expectedResults = new HashMap<>();
    expectedResults.put(TERM_FREQUENCY, frequency);
    expectedResults.put(BINARY, 1.0);
    expectedResults.put(LOGARITHMIC, logarithmic);
    expectedResults.put(AUGMENTED_NORMALIZED_TERM_FREQUENCY, augmentedNormalizedTermFrequency);
    expectedResults.forEach((localTermWeights, expected) -> {
        KiePMMLTextIndex kiePMMLTextIndex = KiePMMLTextIndex.builder(FIELD_NAME, Collections.emptyList(), kiePMMLConstant).withMaxLevenshteinDistance(2).withLocalTermWeights(localTermWeights).withIsCaseSensitive(true).withWordSeparatorCharacterRE("\\s+").build();
        assertEquals(expected, kiePMMLTextIndex.evaluate(processingDTO));
    });
}

Example 43 with KiePMMLNameValue

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

the class KiePMMLDerivedFieldTest method evaluateFromFieldRef.

@Test
public void evaluateFromFieldRef() {
    // <DerivedField name="CUSTOM_FIELD" optype="continuous" dataType="double">
    // <FieldRef field="PARAM_1"/>
    // </DerivedField>
    final KiePMMLFieldRef kiePMMLFieldRef = new KiePMMLFieldRef(PARAM_1, Collections.emptyList(), null);
    final KiePMMLDerivedField derivedField = KiePMMLDerivedField.builder(CUSTOM_FIELD, Collections.emptyList(), DATA_TYPE.DOUBLE, OP_TYPE.CONTINUOUS, kiePMMLFieldRef).build();
    ProcessingDTO processingDTO = getProcessingDTO(Collections.emptyList(), Arrays.asList(new KiePMMLNameValue(PARAM_1, value1)));
    Object retrieved = derivedField.evaluate(processingDTO);
    assertEquals(value1, retrieved);
}

Example 44 with KiePMMLNameValue

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

the class KiePMMLComplexPartialScore method evaluate.

public Number evaluate(final List<KiePMMLDefineFunction> defineFunctions, final List<KiePMMLDerivedField> derivedFields, final List<KiePMMLOutputField> outputFields, final Map<String, Object> inputData) {
    final List<KiePMMLNameValue> kiePMMLNameValues = getKiePMMLNameValuesFromInputDataMap(inputData);
    ProcessingDTO processingDTO = new ProcessingDTO(defineFunctions, derivedFields, outputFields, Collections.emptyList(), kiePMMLNameValues, Collections.emptyList(), Collections.emptyList());
    Object toReturn = expression.evaluate(processingDTO);
    return toReturn != null ? (Number) toReturn : null;
}