Package org.dmg.pmml.pmml_4_1.descr

Examples of org.dmg.pmml.pmml_4_1.descr.Extension

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        return sb.toString();
    }

    private static PMML createPMMLDocument( final ScoreCardModel model ) {
        final Scorecard pmmlScorecard = ScorecardPMMLUtils.createScorecard();
        final Output output = new Output();
        final Characteristics characteristics = new Characteristics();
        final MiningSchema miningSchema = new MiningSchema();

        Extension extension = new Extension();
        extension.setName( PMMLExtensionNames.SCORECARD_RESULTANT_SCORE_CLASS );
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        return sb.toString();
    }

    private static PMML createPMMLDocument( final ScoreCardModel model ) {
        final Scorecard pmmlScorecard = ScorecardPMMLUtils.createScorecard();
        final Output output = new Output();
        final Characteristics characteristics = new Characteristics();
        final MiningSchema miningSchema = new MiningSchema();

        Extension extension = new Extension();
        extension.setName( PMMLExtensionNames.EXTERNAL_CLASS );
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        for (Object serializable : pmmlDocument.getAssociationModelsAndBaselineModelsAndClusteringModels()){
            if (serializable instanceof Scorecard){
                Scorecard scorecard = (Scorecard)serializable;
                for (Object obj :scorecard.getExtensionsAndCharacteristicsAndMiningSchemas()){
                    if ( obj instanceof Output) {
                        Output output = (Output)obj;
                        final List<OutputField> outputFields = output.getOutputFields();
                        assertEquals(1, outputFields.size());
                        final OutputField outputField = outputFields.get(0);
                        assertNotNull(outputField);
                        assertEquals("totalScore", outputField.getName());
                        assertEquals("Final Score", outputField.getDisplayName());
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        return sb.toString();
    }

    private static PMML createPMMLDocument( final ScoreCardModel model ) {
        final Scorecard pmmlScorecard = ScorecardPMMLUtils.createScorecard();
        final Output output = new Output();
        final Characteristics characteristics = new Characteristics();
        final MiningSchema miningSchema = new MiningSchema();

        Extension extension = new Extension();
        extension.setName( PMMLExtensionNames.EXTERNAL_CLASS );
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                for (Object obj :scorecard.getExtensionsAndCharacteristicsAndMiningSchemas()){
                    if ( obj instanceof Output) {
                        Output output = (Output)obj;
                        final List<OutputField> outputFields = output.getOutputFields();
                        assertEquals(1, outputFields.size());
                        final OutputField outputField = outputFields.get(0);
                        assertNotNull(outputField);
                        assertEquals("totalScore", outputField.getName());
                        assertEquals("Final Score", outputField.getDisplayName());
                        assertEquals("double", outputField.getDataType().value());
                        assertEquals("predictedValue", outputField.getFeature().value());
                        final Extension extension = ScorecardPMMLUtils.getExtension(outputField.getExtensions(), PMMLExtensionNames.EXTERNAL_CLASS );
                        assertNotNull(extension);
                        assertEquals("org.drools.scorecards.example.Applicant",extension.getValue());
                        return;
                    }
                }
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                for (Object obj :scorecard.getExtensionsAndCharacteristicsAndMiningSchemas()){
                    if ( obj instanceof Output) {
                        Output output = (Output)obj;
                        final List<OutputField> outputFields = output.getOutputFields();
                        assertEquals(1, outputFields.size());
                        final OutputField outputField = outputFields.get(0);
                        assertNotNull(outputField);
                        assertEquals("totalScore", outputField.getName());
                        assertEquals("Final Score", outputField.getDisplayName());
                        assertEquals("double", outputField.getDataType().value());
                        assertEquals("predictedValue", outputField.getFeature().value());
                        final Extension extension = ScorecardPMMLUtils.getExtension(outputField.getExtensions(), PMMLExtensionNames.SCORECARD_RESULTANT_SCORE_CLASS);
                        assertNotNull(extension);
                        assertEquals("org.drools.scorecards.example.Applicant",extension.getValue());
                        return;
                    }
                }
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import org.drools.workbench.models.guided.scorecard.shared.ScoreCardModel;

public class GuidedScoreCardDRLPersistence {

    public static String marshal( final ScoreCardModel model ) {
        final PMML pmml = createPMMLDocument( model );

        final StringBuilder sb = new StringBuilder();

        //Package statement and Imports are appended by org.drools.scorecards.drl.AbstractDRLEmitter
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    }


    public String compile( InputStream source, ClassLoader classLoader ) {
        this.results = new ArrayList<KnowledgeBuilderResult>();
        PMML pmml = loadModel( PMML, source );
        helper.setResolver( classLoader );
        if ( getResults().isEmpty() ) {
            return generateTheory( pmml );
        } else {
            return null;
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import org.drools.scorecards.pmml.ScorecardPMMLUtils;

public class GuidedScoreCardDRLPersistence {

    public static String marshal( final ScoreCardModel model ) {
        final PMML pmml = createPMMLDocument( model );

        final StringBuilder sb = new StringBuilder();

        //Append package name and imports to DRL
        PackageNameWriter.write( sb,
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    public void setUp() throws Exception {
    }

    @Test
    public void testScoringExtension() throws Exception {
        PMML pmmlDocument;
        ScorecardCompiler scorecardCompiler = new ScorecardCompiler(INTERNAL_DECLARED_TYPES);
        if (scorecardCompiler.compileFromExcel(PMMLDocumentTest.class.getResourceAsStream("/scoremodel_scoring_strategies.xls")) ) {
            pmmlDocument = scorecardCompiler.getPMMLDocument();
            assertNotNull(pmmlDocument);
            String drl = scorecardCompiler.getDRL();
            assertNotNull(drl);
            for (Object serializable : pmmlDocument.getAssociationModelsAndBaselineModelsAndClusteringModels()){
                if (serializable instanceof Scorecard){
                    Scorecard scorecard = (Scorecard)serializable;
                    assertEquals("Sample Score",scorecard.getModelName());
                    Extension extension = ScorecardPMMLUtils.getExtension(scorecard.getExtensionsAndCharacteristicsAndMiningSchemas(), ScorecardPMMLExtensionNames.SCORECARD_SCORING_STRATEGY);
                    assertNotNull(extension);
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Related Classes of org.dmg.pmml.pmml_4_1.descr.Extension

  • org.drools.guvnor.models.guided.scorecard.backend.GuidedScoreCardDRLPersistence
  • org.drools.pmml.pmml_4_1.PMML4Compiler
  • org.drools.pmml.pmml_4_1.PMMLGenerationTest
  • org.drools.pmml.pmml_4_1.predictive.models.DecisionTreeTest
  • org.drools.scorecards.DrlFromPMMLTest
  • org.drools.scorecards.ExternalObjectModelTest
  • org.drools.scorecards.parser.xls.ExcelScorecardValidator
  • org.drools.scorecards.ScorecardReasonCodeTest
  • org.drools.scorecards.ScoringStrategiesTest
  • org.drools.workbench.models.guided.scorecard.backend.GuidedScoreCardDRLPersistence
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