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Example 1 with PACKAGE_CLASS_TEMPLATE

use of org.kie.pmml.commons.Constants.PACKAGE_CLASS_TEMPLATE in project drools by kiegroup.

the class PMMLCompilerImpl method getKiePMMLModelsWithSources.

@Override
public List<KiePMMLModel> getKiePMMLModelsWithSources(final String factoryClassName, final String packageName, final InputStream inputStream, final String fileName, final HasClassLoader hasClassloader) {
    logger.trace("getModels {} {}", inputStream, hasClassloader);
    try {
        PMML commonPMMLModel = KiePMMLUtil.load(inputStream, fileName);
        Set<String> expectedClasses = commonPMMLModel.getModels().stream().map(model -> {
            String modelPackageName = getSanitizedPackageName(String.format(PACKAGE_CLASS_TEMPLATE, packageName, model.getModelName()));
            return modelPackageName + "." + getSanitizedClassName(model.getModelName());
        }).collect(Collectors.toSet());
        final List<KiePMMLModel> toReturn = getModelsWithSources(packageName, commonPMMLModel, hasClassloader);
        final Set<String> generatedClasses = new HashSet<>();
        Map<String, Boolean> expectedClassModelTypeMap = expectedClasses.stream().collect(Collectors.toMap(expectedClass -> expectedClass, expectedClass -> {
            HasSourcesMap retrieved = getHasSourceMap(toReturn, expectedClass);
            generatedClasses.addAll(retrieved.getSourcesMap().keySet());
            return retrieved.isInterpreted();
        }));
        if (!generatedClasses.containsAll(expectedClasses)) {
            expectedClasses.removeAll(generatedClasses);
            String missingClasses = String.join(", ", expectedClasses);
            throw new KiePMMLException("Expected generated class " + missingClasses + " not found");
        }
        Map<String, String> factorySourceMap = getFactorySourceCode(factoryClassName, packageName, expectedClassModelTypeMap);
        KiePMMLFactoryModel kiePMMLFactoryModel = new KiePMMLFactoryModel(factoryClassName, packageName, factorySourceMap);
        toReturn.add(kiePMMLFactoryModel);
        return toReturn;
    } catch (KiePMMLInternalException e) {
        throw new KiePMMLException("KiePMMLInternalException", e);
    } catch (KiePMMLException e) {
        throw e;
    } catch (Exception e) {
        throw new ExternalException("ExternalException", e);
    }
}
Also used : HasClassLoader(org.kie.pmml.commons.model.HasClassLoader) LoggerFactory(org.slf4j.LoggerFactory) ExternalException(org.kie.pmml.api.exceptions.ExternalException) HashSet(java.util.HashSet) KiePMMLUtil(org.kie.pmml.compiler.commons.utils.KiePMMLUtil) KiePMMLFactoryModel(org.kie.pmml.commons.model.KiePMMLFactoryModel) KiePMMLInternalException(org.kie.pmml.api.exceptions.KiePMMLInternalException) Map(java.util.Map) KiePMMLModel(org.kie.pmml.commons.model.KiePMMLModel) KiePMMLModelUtils.getSanitizedPackageName(org.kie.pmml.commons.utils.KiePMMLModelUtils.getSanitizedPackageName) KiePMMLModelRetriever.getFromCommonDataAndTransformationDictionaryAndModel(org.kie.pmml.compiler.commons.implementations.KiePMMLModelRetriever.getFromCommonDataAndTransformationDictionaryAndModel) PMML(org.dmg.pmml.PMML) Logger(org.slf4j.Logger) Set(java.util.Set) KiePMMLModelRetriever.getFromCommonDataAndTransformationDictionaryAndModelWithSources(org.kie.pmml.compiler.commons.implementations.KiePMMLModelRetriever.getFromCommonDataAndTransformationDictionaryAndModelWithSources) Collectors(java.util.stream.Collectors) List(java.util.List) KiePMMLFactoryFactory.getFactorySourceCode(org.kie.pmml.compiler.commons.factories.KiePMMLFactoryFactory.getFactorySourceCode) HasSourcesMap(org.kie.pmml.commons.model.HasSourcesMap) CommonCompilationDTO(org.kie.pmml.compiler.api.dto.CommonCompilationDTO) Optional(java.util.Optional) PACKAGE_CLASS_TEMPLATE(org.kie.pmml.commons.Constants.PACKAGE_CLASS_TEMPLATE) KiePMMLException(org.kie.pmml.api.exceptions.KiePMMLException) KiePMMLModelUtils.getSanitizedClassName(org.kie.pmml.commons.utils.KiePMMLModelUtils.getSanitizedClassName) InputStream(java.io.InputStream) ExternalException(org.kie.pmml.api.exceptions.ExternalException) ExternalException(org.kie.pmml.api.exceptions.ExternalException) KiePMMLInternalException(org.kie.pmml.api.exceptions.KiePMMLInternalException) KiePMMLException(org.kie.pmml.api.exceptions.KiePMMLException) KiePMMLFactoryModel(org.kie.pmml.commons.model.KiePMMLFactoryModel) KiePMMLModel(org.kie.pmml.commons.model.KiePMMLModel) PMML(org.dmg.pmml.PMML) KiePMMLException(org.kie.pmml.api.exceptions.KiePMMLException) KiePMMLInternalException(org.kie.pmml.api.exceptions.KiePMMLInternalException) HasSourcesMap(org.kie.pmml.commons.model.HasSourcesMap) HashSet(java.util.HashSet)

Example 2 with PACKAGE_CLASS_TEMPLATE

use of org.kie.pmml.commons.Constants.PACKAGE_CLASS_TEMPLATE in project drools by kiegroup.

the class KiePMMLMiningModelFactoryTest method getKiePMMLMiningModelSourcesMapCompiled.

@Test
public void getKiePMMLMiningModelSourcesMapCompiled() {
    final List<KiePMMLModel> nestedModels = new ArrayList<>();
    final HasKnowledgeBuilderMock hasKnowledgeBuilderMock = new HasKnowledgeBuilderMock(KNOWLEDGE_BUILDER);
    final CommonCompilationDTO<MiningModel> source = CommonCompilationDTO.fromGeneratedPackageNameAndFields(PACKAGE_NAME, pmml, MINING_MODEL, hasKnowledgeBuilderMock);
    final MiningModelCompilationDTO compilationDTO = MiningModelCompilationDTO.fromCompilationDTO(source);
    final List<String> expectedGeneratedClasses = MINING_MODEL.getSegmentation().getSegments().stream().map(segment -> {
        String modelName = segment.getModel().getModelName();
        String sanitizedPackageName = getSanitizedPackageName(compilationDTO.getSegmentationPackageName() + "." + segment.getId());
        String sanitizedClassName = getSanitizedClassName(modelName);
        return String.format(PACKAGE_CLASS_TEMPLATE, sanitizedPackageName, sanitizedClassName);
    }).collect(Collectors.toList());
    expectedGeneratedClasses.forEach(expectedGeneratedClass -> {
        try {
            hasKnowledgeBuilderMock.getClassLoader().loadClass(expectedGeneratedClass);
            fail("Expecting class not found: " + expectedGeneratedClass);
        } catch (Exception e) {
            assertTrue(e instanceof ClassNotFoundException);
        }
    });
    final Map<String, String> retrieved = KiePMMLMiningModelFactory.getKiePMMLMiningModelSourcesMapCompiled(compilationDTO, nestedModels);
    assertNotNull(retrieved);
    int expectedNestedModels = MINING_MODEL.getSegmentation().getSegments().size();
    assertEquals(expectedNestedModels, nestedModels.size());
    expectedGeneratedClasses.forEach(expectedGeneratedClass -> {
        try {
            hasKnowledgeBuilderMock.getClassLoader().loadClass(expectedGeneratedClass);
        } catch (Exception e) {
            fail("Expecting class to be loaded, but got: " + e.getClass().getName() + " -> " + e.getMessage());
            e.printStackTrace();
        }
    });
}
Also used : StaticJavaParser.parseClassOrInterfaceType(com.github.javaparser.StaticJavaParser.parseClassOrInterfaceType) ClassOrInterfaceType(com.github.javaparser.ast.type.ClassOrInterfaceType) BeforeClass(org.junit.BeforeClass) JavaParserUtils.getFromFileName(org.kie.pmml.compiler.commons.utils.JavaParserUtils.getFromFileName) HashMap(java.util.HashMap) ArrayList(java.util.ArrayList) KiePMMLMiningModel(org.kie.pmml.models.mining.model.KiePMMLMiningModel) CodegenTestUtils.commonEvaluateConstructor(org.kie.pmml.compiler.commons.testutils.CodegenTestUtils.commonEvaluateConstructor) ConstructorDeclaration(com.github.javaparser.ast.body.ConstructorDeclaration) PMML_MODEL(org.kie.pmml.api.enums.PMML_MODEL) ObjectCreationExpr(com.github.javaparser.ast.expr.ObjectCreationExpr) Map(java.util.Map) Expression(com.github.javaparser.ast.expr.Expression) KiePMMLModel(org.kie.pmml.commons.model.KiePMMLModel) Assert.fail(org.junit.Assert.fail) CompilationUnit(com.github.javaparser.ast.CompilationUnit) KiePMMLModelUtils.getSanitizedPackageName(org.kie.pmml.commons.utils.KiePMMLModelUtils.getSanitizedPackageName) MiningModel(org.dmg.pmml.mining.MiningModel) MINING_FUNCTION(org.kie.pmml.api.enums.MINING_FUNCTION) HasKnowledgeBuilderMock(org.kie.pmml.models.mining.compiler.HasKnowledgeBuilderMock) PACKAGE_NAME(org.kie.pmml.commons.Constants.PACKAGE_NAME) Assert.assertNotNull(org.junit.Assert.assertNotNull) Assert.assertTrue(org.junit.Assert.assertTrue) IOException(java.io.IOException) Test(org.junit.Test) NameExpr(com.github.javaparser.ast.expr.NameExpr) MiningModelCompilationDTO(org.kie.pmml.models.mining.compiler.dto.MiningModelCompilationDTO) Collectors(java.util.stream.Collectors) JAXBException(javax.xml.bind.JAXBException) StringLiteralExpr(com.github.javaparser.ast.expr.StringLiteralExpr) List(java.util.List) CommonCompilationDTO(org.kie.pmml.compiler.api.dto.CommonCompilationDTO) SAXException(org.xml.sax.SAXException) HasClassLoaderMock(org.kie.pmml.compiler.commons.mocks.HasClassLoaderMock) PACKAGE_CLASS_TEMPLATE(org.kie.pmml.commons.Constants.PACKAGE_CLASS_TEMPLATE) ClassOrInterfaceDeclaration(com.github.javaparser.ast.body.ClassOrInterfaceDeclaration) Assert.assertEquals(org.junit.Assert.assertEquals) KiePMMLModelUtils.getSanitizedClassName(org.kie.pmml.commons.utils.KiePMMLModelUtils.getSanitizedClassName) HasKnowledgeBuilderMock(org.kie.pmml.models.mining.compiler.HasKnowledgeBuilderMock) ArrayList(java.util.ArrayList) IOException(java.io.IOException) JAXBException(javax.xml.bind.JAXBException) SAXException(org.xml.sax.SAXException) KiePMMLMiningModel(org.kie.pmml.models.mining.model.KiePMMLMiningModel) MiningModel(org.dmg.pmml.mining.MiningModel) KiePMMLModel(org.kie.pmml.commons.model.KiePMMLModel) MiningModelCompilationDTO(org.kie.pmml.models.mining.compiler.dto.MiningModelCompilationDTO) Test(org.junit.Test)

Aggregations

List (java.util.List)2 Map (java.util.Map)2 Collectors (java.util.stream.Collectors)2 PACKAGE_CLASS_TEMPLATE (org.kie.pmml.commons.Constants.PACKAGE_CLASS_TEMPLATE)2 KiePMMLModel (org.kie.pmml.commons.model.KiePMMLModel)2 KiePMMLModelUtils.getSanitizedClassName (org.kie.pmml.commons.utils.KiePMMLModelUtils.getSanitizedClassName)2 KiePMMLModelUtils.getSanitizedPackageName (org.kie.pmml.commons.utils.KiePMMLModelUtils.getSanitizedPackageName)2 CommonCompilationDTO (org.kie.pmml.compiler.api.dto.CommonCompilationDTO)2 StaticJavaParser.parseClassOrInterfaceType (com.github.javaparser.StaticJavaParser.parseClassOrInterfaceType)1 CompilationUnit (com.github.javaparser.ast.CompilationUnit)1 ClassOrInterfaceDeclaration (com.github.javaparser.ast.body.ClassOrInterfaceDeclaration)1 ConstructorDeclaration (com.github.javaparser.ast.body.ConstructorDeclaration)1 Expression (com.github.javaparser.ast.expr.Expression)1 NameExpr (com.github.javaparser.ast.expr.NameExpr)1 ObjectCreationExpr (com.github.javaparser.ast.expr.ObjectCreationExpr)1 StringLiteralExpr (com.github.javaparser.ast.expr.StringLiteralExpr)1 ClassOrInterfaceType (com.github.javaparser.ast.type.ClassOrInterfaceType)1 IOException (java.io.IOException)1 InputStream (java.io.InputStream)1 ArrayList (java.util.ArrayList)1