Examples with AnalysisMatchRecordGrouping org.talend.dataquality.record.linkage.grouping.AnalysisMatchRecordGrouping used on opensource projects

Example 1 with AnalysisMatchRecordGrouping

use of org.talend.dataquality.record.linkage.grouping.AnalysisMatchRecordGrouping in project tdq-studio-se by Talend.

the class AnalysisRecordGroupingUtilsTest method testCreateSurvivorShipAlgorithmParams.

/**
 * Test method for
 * {@link org.talend.dq.analysis.AnalysisRecordGroupingUtils#createSurvivorShipAlgorithmParams(org.talend.dataquality.record.linkage.grouping.AnalysisMatchRecordGrouping, org.talend.dataquality.indicators.columnset.RecordMatchingIndicator, Map)
 * .
 */
@Test
public void testCreateSurvivorShipAlgorithmParams() {
    // Survivorshipkey
    RecordMatchingIndicator recordMatchingIndicator = ColumnsetFactory.eINSTANCE.createRecordMatchingIndicator();
    MatchRuleDefinition createMatchRuleDefinition = RulesFactory.eINSTANCE.createMatchRuleDefinition();
    recordMatchingIndicator.setBuiltInMatchRuleDefinition(createMatchRuleDefinition);
    EList<SurvivorshipKeyDefinition> survivorshipKeys = createMatchRuleDefinition.getSurvivorshipKeys();
    AlgorithmDefinition createAlgorithmDefinition = RulesFactory.eINSTANCE.createAlgorithmDefinition();
    // $NON-NLS-1$
    createAlgorithmDefinition.setAlgorithmParameters("");
    // $NON-NLS-1$
    createAlgorithmDefinition.setAlgorithmType("Longest");
    // $NON-NLS-1$
    survivorshipKeys.add(createKeyDefinition("a1", createAlgorithmDefinition));
    createAlgorithmDefinition = RulesFactory.eINSTANCE.createAlgorithmDefinition();
    // $NON-NLS-1$
    createAlgorithmDefinition.setAlgorithmParameters("");
    // $NON-NLS-1$
    createAlgorithmDefinition.setAlgorithmType("Longest");
    // $NON-NLS-1$
    survivorshipKeys.add(createKeyDefinition("a2", createAlgorithmDefinition));
    // DefaultSurvivorship
    EList<DefaultSurvivorshipDefinition> defaultSurvivorshipDefinitions = createMatchRuleDefinition.getDefaultSurvivorshipDefinitions();
    createAlgorithmDefinition = RulesFactory.eINSTANCE.createAlgorithmDefinition();
    // $NON-NLS-1$
    createAlgorithmDefinition.setAlgorithmParameters("");
    // $NON-NLS-1$
    createAlgorithmDefinition.setAlgorithmType("MostCommon");
    // $NON-NLS-1$
    defaultSurvivorshipDefinitions.add(createDefaultsurvivShip("String", createAlgorithmDefinition));
    // DefaultSurvivorship
    EList<ParticularDefaultSurvivorshipDefinitions> particularDefaultSurvivorshipDefinitions = createMatchRuleDefinition.getParticularDefaultSurvivorshipDefinitions();
    createAlgorithmDefinition = RulesFactory.eINSTANCE.createAlgorithmDefinition();
    // $NON-NLS-1$
    createAlgorithmDefinition.setAlgorithmParameters("");
    // $NON-NLS-1$
    createAlgorithmDefinition.setAlgorithmType("Concatenate");
    particularDefaultSurvivorshipDefinitions.add(createParticularDefaultSurvivorshipDefinitions("a2", // $NON-NLS-1$
    createAlgorithmDefinition));
    // init columnMap
    Map<MetadataColumn, String> columnMap = new HashMap<MetadataColumn, String>();
    MetadataColumn col0 = ConnectionFactory.eINSTANCE.createMetadataColumn();
    // $NON-NLS-1$
    col0.setName("a1");
    // $NON-NLS-1$
    col0.setTalendType("id_String");
    // $NON-NLS-1$
    columnMap.put(col0, "0");
    MetadataColumn col1 = ConnectionFactory.eINSTANCE.createMetadataColumn();
    // $NON-NLS-1$
    col1.setTalendType("id_String");
    // $NON-NLS-1$
    col1.setName("a2");
    // $NON-NLS-1$
    columnMap.put(col1, "1");
    MetadataColumn col2 = ConnectionFactory.eINSTANCE.createMetadataColumn();
    // $NON-NLS-1$
    col2.setTalendType("id_String");
    // $NON-NLS-1$
    col2.setName("a3");
    // $NON-NLS-1$
    columnMap.put(col2, "2");
    MatchGroupResultConsumer matchGroupResultConsumer = new MatchGroupResultConsumer(true) {

        @Override
        public void handle(Object row) {
        // no need to implement
        }
    };
    AnalysisMatchRecordGrouping analysisMatchRecordGrouping = new AnalysisMatchRecordGrouping(matchGroupResultConsumer);
    CombinedRecordMatcher combinedRecordMatcher = analysisMatchRecordGrouping.getCombinedRecordMatcher();
    DQMFBRecordMatcher dqmfbRecordMatcher = new DQMFBRecordMatcher(0.9);
    combinedRecordMatcher.getMatchers().add(dqmfbRecordMatcher);
    List<List<Map<String, String>>> multiMatchRules = analysisMatchRecordGrouping.getMultiMatchRules();
    List<Map<String, String>> matchRuleList = new ArrayList<Map<String, String>>();
    Map<String, String> matchKeyMap1 = new HashMap<String, String>();
    Map<String, String> matchKeyMap2 = new HashMap<String, String>();
    Map<String, String> matchKeyMap3 = new HashMap<String, String>();
    matchKeyMap1.put(IRecordGrouping.MATCHING_TYPE, AttributeMatcherType.EXACT.name());
    // change by
    matchKeyMap2.put(IRecordGrouping.MATCHING_TYPE, AttributeMatcherType.DUMMY.name());
    // DefaultSurvivorshipDefinitions
    // change by
    matchKeyMap3.put(IRecordGrouping.MATCHING_TYPE, AttributeMatcherType.DUMMY.name());
    // ParticularDefaultSurvivorshipDefinitions
    matchRuleList.add(matchKeyMap1);
    matchRuleList.add(matchKeyMap2);
    matchRuleList.add(matchKeyMap3);
    // $NON-NLS-1$
    matchKeyMap1.put(IRecordGrouping.MATCH_KEY_NAME, "a1");
    // $NON-NLS-1$
    matchKeyMap2.put(IRecordGrouping.MATCH_KEY_NAME, "a2");
    // $NON-NLS-1$
    matchKeyMap3.put(IRecordGrouping.MATCH_KEY_NAME, "a3");
    // $NON-NLS-1$
    matchKeyMap1.put(IRecordGrouping.COLUMN_IDX, "0");
    // $NON-NLS-1$
    matchKeyMap2.put(IRecordGrouping.COLUMN_IDX, "1");
    // $NON-NLS-1$
    matchKeyMap3.put(IRecordGrouping.COLUMN_IDX, "2");
    multiMatchRules.add(matchRuleList);
    SurvivorShipAlgorithmParams createSurvivorShipAlgorithmParams = AnalysisRecordGroupingUtils.createSurvivorShipAlgorithmParams(analysisMatchRecordGrouping, recordMatchingIndicator, columnMap);
    // $NON-NLS-1$
    Assert.assertEquals(// $NON-NLS-1$
    "The size of SurvivorShipAlgos should be 2", // $NON-NLS-1$
    2, createSurvivorShipAlgorithmParams.getSurviorShipAlgos().length);
    // the size of default survivorshipRules is come from by (column size * default item size)
    Assert.assertEquals("The size of DefaultSurviorshipRules should be 3", 3, // $NON-NLS-1$
    createSurvivorShipAlgorithmParams.getDefaultSurviorshipRules().size());
    Map<IRecordMatcher, SurvivorshipFunction[]> survivorshipAlgosMap = createSurvivorShipAlgorithmParams.getSurvivorshipAlgosMap();
    // $NON-NLS-1$
    Assert.assertEquals("The size of survivorshipAlgosMap should be 1", 1, survivorshipAlgosMap.size());
    SurvivorshipFunction[] survivorshipFunctions = survivorshipAlgosMap.get(dqmfbRecordMatcher);
    // $NON-NLS-1$
    Assert.assertEquals("The size of survivorshipFunctions should be 3", 3, survivorshipFunctions.length);
    // $NON-NLS-1$
    Assert.assertEquals(// $NON-NLS-1$
    "The Algorithm of a1 function should be LONGEST", // $NON-NLS-1$
    SurvivorShipAlgorithmEnum.LONGEST, survivorshipFunctions[0].getSurvivorShipAlgoEnum());
    // $NON-NLS-1$
    Assert.assertEquals(// $NON-NLS-1$
    "The Algorithm of a2 function should be Concatenate", // $NON-NLS-1$
    SurvivorShipAlgorithmEnum.CONCATENATE, survivorshipFunctions[1].getSurvivorShipAlgoEnum());
    // $NON-NLS-1$
    Assert.assertEquals(// $NON-NLS-1$
    "The Algorithm of a3 function should be MostCommon", // $NON-NLS-1$
    SurvivorShipAlgorithmEnum.MOST_COMMON, survivorshipFunctions[2].getSurvivorShipAlgoEnum());
}

Example 2 with AnalysisMatchRecordGrouping

use of org.talend.dataquality.record.linkage.grouping.AnalysisMatchRecordGrouping in project tdq-studio-se by Talend.

the class ExecuteMatchRuleHandler method computeMatchGroupResult.

/**
 * DOC zhao Comment method "computeMatchGroupResult".
 *
 * @param columnMap
 * @param matchResultConsumer
 * @param matchRows
 * @return
 */
private void computeMatchGroupResult(Map<MetadataColumn, String> columnMap, MatchGroupResultConsumer matchResultConsumer, List<Object[]> matchRows, RecordMatchingIndicator recordMatchingIndicator) throws BusinessException {
    boolean isOpenWarningDialog = false;
    AnalysisMatchRecordGrouping analysisMatchRecordGrouping = null;
    if (recordMatchingIndicator.getBuiltInMatchRuleDefinition().getRecordLinkageAlgorithm().equals(RecordMatcherType.T_SwooshAlgorithm.name())) {
        analysisMatchRecordGrouping = new AnalysisSwooshMatchRecordGrouping(matchResultConsumer);
    } else {
        analysisMatchRecordGrouping = new AnalysisMatchRecordGrouping(matchResultConsumer);
    }
    AnalysisRecordGroupingUtils.setRuleMatcher(columnMap, recordMatchingIndicator, analysisMatchRecordGrouping);
    analysisMatchRecordGrouping.setMatchRows(matchRows);
    try {
        AnalysisRecordGroupingUtils.initialMatchGrouping(columnMap, recordMatchingIndicator, analysisMatchRecordGrouping);
        // TDQ-14276 set the Map<columnName, dataPattern>
        Map<String, String> patternMap = AnalysisRecordGroupingUtils.createColumnDatePatternMap(columnMap, colName2IndexMap);
        analysisMatchRecordGrouping.setColumnDatePatternMap(patternMap);
        analysisMatchRecordGrouping.run();
    } catch (InstantiationException e1) {
        isOpenWarningDialog = true;
    } catch (IllegalAccessException e1) {
        isOpenWarningDialog = true;
    } catch (ClassNotFoundException e1) {
        isOpenWarningDialog = true;
    } finally {
        if (isOpenWarningDialog) {
            BusinessException businessException = new BusinessException();
            throw businessException;
        }
    }
}