Examples with BlockKeyDefinition org.talend.dataquality.rules.BlockKeyDefinition used on opensource projects

Example 11 with BlockKeyDefinition

use of org.talend.dataquality.rules.BlockKeyDefinition in project tdq-studio-se by Talend.

the class ExecuteMatchRuleHandlerTest method testExecute2.

/**
 * Test method for
 * {@link org.talend.dq.analysis.ExecuteMatchRuleHandler#execute(java.util.Map, org.talend.dataquality.indicators.columnset.RecordMatchingIndicator, java.util.List, org.talend.dataquality.indicators.columnset.BlockKeyIndicator)}
 * .
 *
 * one block key one match key
 */
@Test
public void testExecute2() {
    Map<MetadataColumn, String> columnMap = new HashMap<MetadataColumn, String>();
    MetadataColumn col0 = ConnectionFactory.eINSTANCE.createMetadataColumn();
    col0.setName(columnName0);
    // $NON-NLS-1$
    columnMap.put(col0, "0");
    MetadataColumn col1 = ConnectionFactory.eINSTANCE.createMetadataColumn();
    col1.setName(columnName1);
    // $NON-NLS-1$
    columnMap.put(col1, "1");
    MetadataColumn col2 = ConnectionFactory.eINSTANCE.createMetadataColumn();
    col2.setName(columnName2);
    // $NON-NLS-1$
    columnMap.put(col2, "2");
    MetadataColumn col3 = ConnectionFactory.eINSTANCE.createMetadataColumn();
    col3.setName(columnName3);
    // $NON-NLS-1$
    columnMap.put(col3, "3");
    RecordMatchingIndicator recordMatchingIndicator = ColumnsetFactory.eINSTANCE.createRecordMatchingIndicator();
    MatchRuleDefinition matchRuleDef = RulesPackage.eINSTANCE.getRulesFactory().createMatchRuleDefinition();
    recordMatchingIndicator.setBuiltInMatchRuleDefinition(matchRuleDef);
    // create match key
    MatchRule createMatchRule1 = RulesFactory.eINSTANCE.createMatchRule();
    MatchKeyDefinition createMatchKeyDefinition1 = RulesFactory.eINSTANCE.createMatchKeyDefinition();
    createMatchRule1.getMatchKeys().add(createMatchKeyDefinition1);
    createMatchKeyDefinition1.setColumn(columnName2);
    createMatchKeyDefinition1.setConfidenceWeight(1);
    // $NON-NLS-1$
    createMatchKeyDefinition1.setName("rule1.matchkey1");
    createMatchKeyDefinition1.setHandleNull(HandleNullEnum.NULL_MATCH_NULL.getValue());
    AlgorithmDefinition createAlgorithmDefinition1 = RulesFactory.eINSTANCE.createAlgorithmDefinition();
    createAlgorithmDefinition1.setAlgorithmType(AttributeMatcherType.EXACT.name());
    createMatchKeyDefinition1.setAlgorithm(createAlgorithmDefinition1);
    matchRuleDef.getMatchRules().add(createMatchRule1);
    // create block key
    BlockKeyDefinition createBlockKeyDefinition = RulesFactory.eINSTANCE.createBlockKeyDefinition();
    createBlockKeyDefinition.setColumn(columnName1);
    // $NON-NLS-1$
    createBlockKeyDefinition.setName("blockKey1");
    // setPreAlgorithm
    AlgorithmDefinition blockPreAlgorithm = RulesFactory.eINSTANCE.createAlgorithmDefinition();
    blockPreAlgorithm.setAlgorithmType(BlockingKeyPreAlgorithmEnum.NON_ALGO.getValue());
    createBlockKeyDefinition.setPreAlgorithm(blockPreAlgorithm);
    // setAlgorithm
    AlgorithmDefinition blockAlgorithm = RulesFactory.eINSTANCE.createAlgorithmDefinition();
    blockAlgorithm.setAlgorithmType(BlockingKeyAlgorithmEnum.EXACT.getValue());
    createBlockKeyDefinition.setAlgorithm(blockAlgorithm);
    // setPostAlgorithm
    AlgorithmDefinition blockPostAlgorithm = RulesFactory.eINSTANCE.createAlgorithmDefinition();
    blockPostAlgorithm.setAlgorithmType(BlockingKeyPostAlgorithmEnum.NON_ALGO.getValue());
    createBlockKeyDefinition.setPostAlgorithm(blockPostAlgorithm);
    matchRuleDef.getBlockKeys().add(createBlockKeyDefinition);
    List<Object[]> matchRows = new ArrayList<Object[]>();
    // $NON-NLS-1$ //$NON-NLS-2$ //$NON-NLS-3$ //$NON-NLS-4$
    matchRows.add(new String[] { "id1", "name1", "number1", "date1" });
    // $NON-NLS-1$ //$NON-NLS-2$ //$NON-NLS-3$ //$NON-NLS-4$
    matchRows.add(new String[] { "id2", "name1", "number2", "date2" });
    // $NON-NLS-1$ //$NON-NLS-2$ //$NON-NLS-3$ //$NON-NLS-4$
    matchRows.add(new String[] { "id3", "name2", "number2", "date3" });
    // $NON-NLS-1$ //$NON-NLS-2$ //$NON-NLS-3$ //$NON-NLS-4$
    matchRows.add(new String[] { "id4", "name2", "number2", "date1" });
    BlockKeyIndicator blockKeyIndicator = ColumnsetFactory.eINSTANCE.createBlockKeyIndicator();
    ExecuteMatchRuleHandler execHandler = new ExecuteMatchRuleHandler();
    MatchGroupResultConsumer matchResultConsumer = createMatchGroupResultConsumer(columnMap, recordMatchingIndicator);
    TypedReturnCode<MatchGroupResultConsumer> executeResult = execHandler.execute(columnMap, recordMatchingIndicator, matchRows, blockKeyIndicator, matchResultConsumer);
    Assert.assertTrue(executeResult.isOk());
    Assert.assertTrue(executeResult.getMessage() == null);
    Assert.assertTrue(executeResult.getObject() != null);
    MatchGroupResultConsumer ResultConsumer = executeResult.getObject();
    List<Object[]> fullMatchResult = ResultConsumer.getFullMatchResult();
    Assert.assertTrue(fullMatchResult.size() == 4);
    for (int i = 0; i < fullMatchResult.size(); i++) {
        Object[] objectArray = fullMatchResult.get(i);
        Object masterValue = objectArray[7];
        Object idValue = objectArray[0];
        // judge id1 is master id2 is master id3 is master and id4 is not master
        if ("id4".equals(idValue)) {
            // $NON-NLS-1$
            Assert.assertFalse(Boolean.parseBoolean(masterValue.toString()));
        } else {
            Assert.assertTrue(Boolean.parseBoolean(masterValue.toString()));
        }
    }
}

Example 12 with BlockKeyDefinition

use of org.talend.dataquality.rules.BlockKeyDefinition in project tdq-studio-se by Talend.

the class ExecuteMatchRuleHandlerTest method testExecute3.

/**
 * Test method for
 * {@link org.talend.dq.analysis.ExecuteMatchRuleHandler#execute(java.util.Map, org.talend.dataquality.indicators.columnset.RecordMatchingIndicator, java.util.List, org.talend.dataquality.indicators.columnset.BlockKeyIndicator)}
 * .
 *
 * one block key, two match rule
 */
@Test
public void testExecute3() {
    Map<MetadataColumn, String> columnMap = new HashMap<MetadataColumn, String>();
    MetadataColumn col0 = ConnectionFactory.eINSTANCE.createMetadataColumn();
    col0.setName(columnName0);
    // $NON-NLS-1$
    columnMap.put(col0, "0");
    MetadataColumn col1 = ConnectionFactory.eINSTANCE.createMetadataColumn();
    col1.setName(columnName1);
    // $NON-NLS-1$
    columnMap.put(col1, "1");
    MetadataColumn col2 = ConnectionFactory.eINSTANCE.createMetadataColumn();
    col2.setName(columnName2);
    // $NON-NLS-1$
    columnMap.put(col2, "2");
    MetadataColumn col3 = ConnectionFactory.eINSTANCE.createMetadataColumn();
    col3.setName(columnName3);
    // $NON-NLS-1$
    columnMap.put(col3, "3");
    RecordMatchingIndicator recordMatchingIndicator = ColumnsetFactory.eINSTANCE.createRecordMatchingIndicator();
    MatchRuleDefinition matchRuleDef = RulesPackage.eINSTANCE.getRulesFactory().createMatchRuleDefinition();
    recordMatchingIndicator.setBuiltInMatchRuleDefinition(matchRuleDef);
    // create match rule
    MatchRule matchRule1 = RulesFactory.eINSTANCE.createMatchRule();
    MatchKeyDefinition createMatchKeyDefinition1 = RulesFactory.eINSTANCE.createMatchKeyDefinition();
    matchRule1.getMatchKeys().add(createMatchKeyDefinition1);
    createMatchKeyDefinition1.setColumn(columnName2);
    createMatchKeyDefinition1.setConfidenceWeight(1);
    // $NON-NLS-1$
    createMatchKeyDefinition1.setName("rule1.matchkey1");
    createMatchKeyDefinition1.setHandleNull(HandleNullEnum.NULL_MATCH_NULL.getValue());
    AlgorithmDefinition createAlgorithmDefinition1 = RulesFactory.eINSTANCE.createAlgorithmDefinition();
    createAlgorithmDefinition1.setAlgorithmType(AttributeMatcherType.EXACT.name());
    createMatchKeyDefinition1.setAlgorithm(createAlgorithmDefinition1);
    matchRuleDef.getMatchRules().add(matchRule1);
    // create match rule
    MatchRule matchRule2 = RulesFactory.eINSTANCE.createMatchRule();
    MatchKeyDefinition createMatchKeyDefinition2 = RulesFactory.eINSTANCE.createMatchKeyDefinition();
    matchRule2.getMatchKeys().add(createMatchKeyDefinition2);
    createMatchKeyDefinition2.setColumn(columnName3);
    createMatchKeyDefinition2.setConfidenceWeight(1);
    // $NON-NLS-1$
    createMatchKeyDefinition2.setName("rule1.matchkey1");
    createMatchKeyDefinition2.setHandleNull(HandleNullEnum.NULL_MATCH_NULL.getValue());
    AlgorithmDefinition createAlgorithmDefinition2 = RulesFactory.eINSTANCE.createAlgorithmDefinition();
    createAlgorithmDefinition2.setAlgorithmType(AttributeMatcherType.EXACT.name());
    createMatchKeyDefinition2.setAlgorithm(createAlgorithmDefinition2);
    matchRuleDef.getMatchRules().add(matchRule2);
    // create block key
    BlockKeyDefinition createBlockKeyDefinition = RulesFactory.eINSTANCE.createBlockKeyDefinition();
    createBlockKeyDefinition.setColumn(columnName1);
    // $NON-NLS-1$
    createBlockKeyDefinition.setName("blockKey1");
    // setPreAlgorithm
    AlgorithmDefinition blockPreAlgorithm = RulesFactory.eINSTANCE.createAlgorithmDefinition();
    blockPreAlgorithm.setAlgorithmType(BlockingKeyPreAlgorithmEnum.NON_ALGO.getValue());
    createBlockKeyDefinition.setPreAlgorithm(blockPreAlgorithm);
    // setAlgorithm
    AlgorithmDefinition blockAlgorithm = RulesFactory.eINSTANCE.createAlgorithmDefinition();
    blockAlgorithm.setAlgorithmType(BlockingKeyAlgorithmEnum.EXACT.getValue());
    createBlockKeyDefinition.setAlgorithm(blockAlgorithm);
    // setPostAlgorithm
    AlgorithmDefinition blockPostAlgorithm = RulesFactory.eINSTANCE.createAlgorithmDefinition();
    blockPostAlgorithm.setAlgorithmType(BlockingKeyPostAlgorithmEnum.NON_ALGO.getValue());
    createBlockKeyDefinition.setPostAlgorithm(blockPostAlgorithm);
    matchRuleDef.getBlockKeys().add(createBlockKeyDefinition);
    List<Object[]> matchRows = new ArrayList<Object[]>();
    // $NON-NLS-1$ //$NON-NLS-2$ //$NON-NLS-3$ //$NON-NLS-4$
    matchRows.add(new String[] { "id1", "name1", "number1", "date1" });
    // $NON-NLS-1$ //$NON-NLS-2$ //$NON-NLS-3$ //$NON-NLS-4$
    matchRows.add(new String[] { "id2", "name1", "number2", "date1" });
    // $NON-NLS-1$ //$NON-NLS-2$ //$NON-NLS-3$ //$NON-NLS-4$
    matchRows.add(new String[] { "id3", "name2", "number2", "date3" });
    // $NON-NLS-1$ //$NON-NLS-2$ //$NON-NLS-3$ //$NON-NLS-4$
    matchRows.add(new String[] { "id4", "name2", "number2", "date1" });
    BlockKeyIndicator blockKeyIndicator = ColumnsetFactory.eINSTANCE.createBlockKeyIndicator();
    ExecuteMatchRuleHandler execHandler = new ExecuteMatchRuleHandler();
    MatchGroupResultConsumer matchResultConsumer = createMatchGroupResultConsumer(columnMap, recordMatchingIndicator);
    TypedReturnCode<MatchGroupResultConsumer> executeResult = execHandler.execute(columnMap, recordMatchingIndicator, matchRows, blockKeyIndicator, matchResultConsumer);
    Assert.assertTrue(executeResult.isOk());
    Assert.assertTrue(executeResult.getMessage() == null);
    Assert.assertTrue(executeResult.getObject() != null);
    MatchGroupResultConsumer ResultConsumer = executeResult.getObject();
    List<Object[]> fullMatchResult = ResultConsumer.getFullMatchResult();
    Assert.assertTrue(fullMatchResult.size() == 4);
    for (int i = 0; i < fullMatchResult.size(); i++) {
        Object[] objectArray = fullMatchResult.get(i);
        Object masterValue = objectArray[7];
        Object idValue = objectArray[0];
        // id2 is because of matchRule1 id4 is because of matchRule2
        if ("id2".equals(idValue) || "id4".equals(idValue)) {
            // $NON-NLS-1$ //$NON-NLS-2$
            Assert.assertFalse(Boolean.parseBoolean(masterValue.toString()));
        } else {
            Assert.assertTrue(Boolean.parseBoolean(masterValue.toString()));
        }
    }
}

Example 13 with BlockKeyDefinition

use of org.talend.dataquality.rules.BlockKeyDefinition in project tdq-studio-se by Talend.

the class AnalysisRecordGroupingUtils method getBlockKeySchema.

/**
 * mzhao Get block key schema given the record matching indicator.
 *
 * @param recordMatchingIndicator
 * @return
 */
public static List<Map<String, String>> getBlockKeySchema(RecordMatchingIndicator recordMatchingIndicator) {
    List<AppliedBlockKey> appliedBlockKeys = recordMatchingIndicator.getBuiltInMatchRuleDefinition().getAppliedBlockKeys();
    List<Map<String, String>> blockKeySchema = new ArrayList<Map<String, String>>();
    for (KeyDefinition keyDef : appliedBlockKeys) {
        AppliedBlockKey appliedKeyDefinition = (AppliedBlockKey) keyDef;
        String column = appliedKeyDefinition.getColumn();
        if (StringUtils.equals(PluginConstant.BLOCK_KEY, column)) {
            // If there exist customized block key defined, get the key
            // parameters.
            List<BlockKeyDefinition> blockKeyDefs = recordMatchingIndicator.getBuiltInMatchRuleDefinition().getBlockKeys();
            for (BlockKeyDefinition blockKeyDef : blockKeyDefs) {
                Map<String, String> blockKeyDefMap = new HashMap<String, String>();
                blockKeyDefMap.putAll(getCustomizedBlockKeyParameter(blockKeyDef, blockKeyDef.getColumn()));
                blockKeySchema.add(blockKeyDefMap);
            }
        } else {
            Map<String, String> blockKeyDefMap = new HashMap<String, String>();
            blockKeyDefMap.put(MatchAnalysisConstant.PRECOLUMN, column);
            blockKeySchema.add(blockKeyDefMap);
        }
    }
    return blockKeySchema;
}

Example 14 with BlockKeyDefinition

use of org.talend.dataquality.rules.BlockKeyDefinition in project tdq-studio-se by Talend.

the class ImportMatchRuleAction method run.

@Override
public void run() {
    MatchRuleElementTreeSelectionDialog dialog = new MatchRuleElementTreeSelectionDialog(null, new DQRepositoryViewLabelProvider(), new ResourceViewContentProvider(), MatchRuleElementTreeSelectionDialog.MATCH_ANALYSIS_TYPE);
    List<String> inputColumnNames = new ArrayList<String>();
    Map<String, String> columnName2Type = new HashMap<String, String>();
    Analysis analysis = masterPage.getCurrentModelElement();
    EList<ModelElement> elements = analysis.getContext().getAnalysedElements();
    for (ModelElement me : elements) {
        inputColumnNames.add(me.getName());
        if (me instanceof MetadataColumn) {
            columnName2Type.put(me.getName(), ((MetadataColumn) me).getTalendType());
        }
    }
    dialog.setInputColumnNames(inputColumnNames);
    dialog.setColumnName2Type(columnName2Type);
    AnalysisResult anaResults = analysis.getResults();
    if (anaResults != null) {
        for (Indicator ind : anaResults.getIndicators()) {
            if (ind != null && ind instanceof RecordMatchingIndicator) {
                RecordMatchingIndicator rmInd = (RecordMatchingIndicator) ind;
                MatchRuleDefinition builtInMatchRuleDefinition = rmInd.getBuiltInMatchRuleDefinition();
                if (builtInMatchRuleDefinition != null) {
                    if (builtInMatchRuleDefinition.getBlockKeys() != null && builtInMatchRuleDefinition.getBlockKeys().size() > 0) {
                        List<String> blockKeyName = new ArrayList<String>();
                        for (BlockKeyDefinition blockKey : builtInMatchRuleDefinition.getBlockKeys()) {
                            blockKeyName.add(blockKey.getName());
                        }
                        dialog.setCurrentAnaBlockKeys(blockKeyName);
                    }
                    List<String> matchKeysName = new ArrayList<String>();
                    for (MatchRule matchRule : builtInMatchRuleDefinition.getMatchRules()) {
                        EList<MatchKeyDefinition> matchKeys = matchRule.getMatchKeys();
                        for (MatchKeyDefinition mkd : matchKeys) {
                            // same
                            if (!matchKeysName.contains(mkd.getName())) {
                                matchKeysName.add(mkd.getName());
                            }
                        }
                    }
                    dialog.setAnalysisCurrentMatchKeys(matchKeysName);
                    List<String> pdsdKeysName = new ArrayList<String>();
                    for (ParticularDefaultSurvivorshipDefinitions pdsd : builtInMatchRuleDefinition.getParticularDefaultSurvivorshipDefinitions()) {
                        pdsdKeysName.add(pdsd.getColumn());
                    }
                    dialog.setAnalysisCurrentParticularColumns(pdsdKeysName);
                }
            }
        }
    }
    dialog.create();
    if (dialog.open() == Window.OK) {
        Object[] results = dialog.getResult();
        for (Object obj : results) {
            if (obj instanceof RuleRepNode) {
                RuleRepNode node = (RuleRepNode) obj;
                MatchRuleDefinition matchRule = (MatchRuleDefinition) node.getRule();
                if (matchRule != null) {
                    updateMatchRule(matchRule, dialog.isOverwrite());
                }
            }
        }
    }
}

Example 15 with BlockKeyDefinition

use of org.talend.dataquality.rules.BlockKeyDefinition in project tdq-studio-se by Talend.

the class BlockingKeySection method moveUpTableItem.

/*
     * (non-Javadoc)
     * 
     * @see org.talend.dataquality.record.linkage.ui.section.AbstractMatchAnaysisTableSection#moveUpTableItem()
     */
@Override
public void moveUpTableItem() {
    ISelection selectItems = tableComposite.getSelectItems();
    if (selectItems instanceof StructuredSelection) {
        if (selectItems.isEmpty()) {
            return;
        }
        List<BlockKeyDefinition> currentElements = getMatchRuleDefinition().getBlockKeys();
        List<BlockKeyDefinition> blockKeyDefinitionlist = ((StructuredSelection) selectItems).toList();
        for (int index = 0; index < blockKeyDefinitionlist.size(); index++) {
            if (!isSameWithCurrentModel(currentElements.get(index), blockKeyDefinitionlist.get(index))) {
                continue;
            }
            BlockKeyDefinition next = blockKeyDefinitionlist.get(index);
            tableComposite.moveUpKeyDefinition(next, currentElements);
        }
        tableComposite.selectAllItem(((StructuredSelection) selectItems).toList());
    }
}