Examples with RuleDataSourceMapping com.webank.wedatasphere.qualitis.rule.entity.RuleDataSourceMapping used on opensource projects

Example 6 with RuleDataSourceMapping

use of com.webank.wedatasphere.qualitis.rule.entity.RuleDataSourceMapping in project Qualitis by WeBankFinTech.

the class RuleBatchServiceImpl method getMappingInfoAndAlarm.

private void getMappingInfoAndAlarm(Set<RuleDataSourceMapping> ruleDataSourceMappings, Set<AlarmConfig> alarmConfigs, List<ExcelMultiTemplateRuleByProject> lines, ExcelMultiTemplateRuleByProject ruleLinePrefix, String localeStr) {
    for (RuleDataSourceMapping mapping : ruleDataSourceMappings) {
        ExcelMultiTemplateRuleByProject tmp = new ExcelMultiTemplateRuleByProject(ruleLinePrefix.getRuleName());
        tmp.setLeftMappingStatement(mapping.getLeftStatement());
        tmp.setLeftMappingNames(mapping.getLeftColumnNames());
        tmp.setLeftMappingTypes(mapping.getLeftColumnTypes());
        tmp.setMappingOperation(MappingOperationEnum.getByCode(mapping.getOperation()).getSymbol());
        tmp.setRightMappingStatement(mapping.getRightStatement());
        tmp.setRightMappingNames(mapping.getRightColumnNames());
        tmp.setRightMappingTypes(mapping.getRightColumnTypes());
        LOGGER.info("Collect excel line: {}", tmp);
        lines.add(tmp);
    }
    for (AlarmConfig alarmConfig : alarmConfigs) {
        Double threshold = alarmConfig.getThreshold();
        String alarmOutputName = alarmConfig.getTemplateOutputMeta().getOutputName();
        String alarmCompareType = CompareTypeEnum.getCompareTypeName(alarmConfig.getCompareType());
        String checkTemplateName = CheckTemplateEnum.getCheckTemplateName(alarmConfig.getCheckTemplate(), localeStr);
        ExcelMultiTemplateRuleByProject tmp = new ExcelMultiTemplateRuleByProject(ruleLinePrefix.getRuleName());
        tmp.setCompareType(alarmCompareType);
        tmp.setAlarmCheckName(alarmOutputName);
        tmp.setCheckTemplateName(checkTemplateName);
        tmp.setThreshold(String.valueOf(threshold));
        RuleMetric ruleMetric = alarmConfig.getRuleMetric();
        // Recod rule metric info (unique code).
        if (ruleMetric != null) {
            String enCode = ruleMetric.getEnCode();
            tmp.setRuleMetricEnCode(enCode);
            tmp.setRuleMetricName(ruleMetric.getName());
        }
        tmp.setUploadRuleMetricValue(alarmConfig.getUploadRuleMetricValue());
        tmp.setUploadAbnormalValue(alarmConfig.getUploadAbnormalValue());
        LOGGER.info("Collect excel line: {}", tmp);
        lines.add(tmp);
    }
}

Example 7 with RuleDataSourceMapping

use of com.webank.wedatasphere.qualitis.rule.entity.RuleDataSourceMapping in project Qualitis by WeBankFinTech.

the class RuleDataSourceMappingServiceImpl method checkAndSaveRuleDataSourceMapping.

@Override
@Transactional(rollbackFor = { Exception.class })
public List<RuleDataSourceMapping> checkAndSaveRuleDataSourceMapping(List<MultiDataSourceJoinConfigRequest> mappings, Rule rule) {
    List<RuleDataSourceMapping> result = new ArrayList<>();
    for (MultiDataSourceJoinConfigRequest mapping : mappings) {
        RuleDataSourceMapping ruleDataSourceMapping = new RuleDataSourceMapping();
        ruleDataSourceMapping.setLeftStatement(mapping.getLeftStatement());
        ruleDataSourceMapping.setRightStatement(mapping.getRightStatement());
        ruleDataSourceMapping.setOperation(mapping.getOperation());
        ruleDataSourceMapping.setLeftColumnNames(String.join(",", mapping.getLeft().stream().map(MultiDataSourceJoinColumnRequest::getColumnName).collect(Collectors.toList())));
        ruleDataSourceMapping.setLeftColumnTypes(String.join("|", mapping.getLeft().stream().map(MultiDataSourceJoinColumnRequest::getColumnType).collect(Collectors.toList())));
        ruleDataSourceMapping.setRightColumnNames(String.join(",", mapping.getRight().stream().map(MultiDataSourceJoinColumnRequest::getColumnName).collect(Collectors.toList())));
        ruleDataSourceMapping.setRightColumnTypes(String.join("|", mapping.getRight().stream().map(MultiDataSourceJoinColumnRequest::getColumnType).collect(Collectors.toList())));
        ruleDataSourceMapping.setRule(rule);
        RuleDataSourceMapping savedRuleDataSourceMapping = ruleDataSourceMappingDao.saveRuleDataSourceMapping(ruleDataSourceMapping);
        result.add(savedRuleDataSourceMapping);
    }
    return result;
}

Example 8 with RuleDataSourceMapping

use of com.webank.wedatasphere.qualitis.rule.entity.RuleDataSourceMapping in project Qualitis by WeBankFinTech.

the class RuleNodeServiceImpl method importChildRule.

private void importChildRule(Rule parentRule, RuleGroup ruleGroup, RuleNodeRequest ruleNodeRequest, Project projectInDb) throws IOException {
    LOGGER.info("Start to import child rule.");
    ObjectMapper objectMapper = new ObjectMapper();
    Rule childRule = objectMapper.readValue(ruleNodeRequest.getChildRuleObject(), Rule.class);
    Template childTemplate = objectMapper.readValue(ruleNodeRequest.getChildTemplateObject(), Template.class);
    Set<RuleDataSource> childRuleDataSources = objectMapper.readValue(ruleNodeRequest.getChildRuleDataSourcesObject(), new TypeReference<Set<RuleDataSource>>() {
    });
    Set<RuleDataSourceMapping> childRuleDataSourceMappings = objectMapper.readValue(ruleNodeRequest.getChildRuleDataSourceMappingsObject(), new TypeReference<Set<RuleDataSourceMapping>>() {
    });
    Set<AlarmConfig> childAlarmConfigs = objectMapper.readValue(ruleNodeRequest.getChildAlarmConfigsObject(), new TypeReference<Set<AlarmConfig>>() {
    });
    Set<RuleVariable> childRuleVariables = objectMapper.readValue(ruleNodeRequest.getChildRuleVariablesObject(), new TypeReference<Set<RuleVariable>>() {
    });
    childRule.setProject(projectInDb);
    childRule.setTemplate(childTemplate);
    childRule.setRuleGroup(ruleGroup);
    Rule savedRule = ruleDao.saveRule(childRule);
    LOGGER.info("Succeed to save child rule. Rule info is {}", savedRule.toString());
    List<AlarmConfig> alarmConfigList = new ArrayList<>();
    for (AlarmConfig alarmConfig : childAlarmConfigs) {
        alarmConfig.setRule(savedRule);
        alarmConfigList.add(alarmConfig);
    }
    List<RuleVariable> ruleVariablesList = new ArrayList<>();
    for (RuleVariable ruleVariable : childRuleVariables) {
        ruleVariable.setRule(savedRule);
        ruleVariablesList.add(ruleVariable);
    }
    List<RuleDataSource> ruleDataSourceList = new ArrayList<>();
    for (RuleDataSource ruleDataSource : childRuleDataSources) {
        ruleDataSource.setProjectId(projectInDb.getId());
        ruleDataSource.setRule(savedRule);
        ruleDataSourceList.add(ruleDataSource);
    }
    savedRule.setAlarmConfigs(new HashSet<>(alarmConfigDao.saveAllAlarmConfig(alarmConfigList)));
    savedRule.setRuleVariables(new HashSet<>(ruleVariableDao.saveAllRuleVariable(ruleVariablesList)));
    savedRule.setRuleDataSources(new HashSet<>(ruleDataSourceDao.saveAllRuleDataSource(ruleDataSourceList)));
    for (RuleDataSourceMapping ruleDataSourceMapping : childRuleDataSourceMappings) {
        ruleDataSourceMapping.setRule(savedRule);
        ruleDataSourceMappingDao.saveRuleDataSourceMapping(ruleDataSourceMapping);
    }
    savedRule.setParentRule(parentRule);
    parentRule.setChildRule(savedRule);
    LOGGER.info("Succeed to import child rule.");
}

Example 9 with RuleDataSourceMapping

use of com.webank.wedatasphere.qualitis.rule.entity.RuleDataSourceMapping in project Qualitis by WeBankFinTech.

the class SqlTemplateConverter method generateSparkSqlByTask.

/**
 * Convert task into scala code
 * @param rule
 * @param date
 * @param applicationId
 * @param midTableName
 * @param createTime
 * @param partition
 * @param execParams
 * @param count
 * @param runDate
 * @param dataSourceMysqlConnect
 * @return
 * @throws ConvertException
 * @throws RuleVariableNotSupportException
 * @throws RuleVariableNotFoundException
 */
private List<String> generateSparkSqlByTask(Rule rule, Date date, String applicationId, String midTableName, String createTime, StringBuffer partition, Map<String, String> execParams, int count, String runDate, Map<Long, Map> dataSourceMysqlConnect) throws ConvertException, RuleVariableNotSupportException, RuleVariableNotFoundException, UnExpectedRequestException {
    List<String> sqlList = new ArrayList<>();
    // Collect rule metric and build in save sentence sql.
    List<RuleMetric> ruleMetrics = rule.getAlarmConfigs().stream().map(AlarmConfig::getRuleMetric).distinct().collect(Collectors.toList());
    Map<String, Long> ruleMetricMap = new HashMap<>(ruleMetrics.size());
    if (CollectionUtils.isNotEmpty(ruleMetrics)) {
        LOGGER.info("Start to get rule metric for task result save. Rule metrics: {}", Arrays.toString(ruleMetrics.toArray()));
        for (RuleMetric ruleMetric : ruleMetrics) {
            if (ruleMetric != null) {
                ruleMetricMap.put(ruleMetric.getName(), ruleMetric.getId());
            }
        }
        LOGGER.info("Finish to get rule metric for task result save.");
    }
    // Get SQL from template after remove '\n'
    String templateMidTableAction = rule.getTemplate().getMidTableAction().replace("\n", " ");
    Map<String, String> filters = new HashMap<>(2);
    if (CUSTOM_RULE.intValue() == rule.getRuleType()) {
        templateMidTableAction = customMidTableActionUpdate(rule, templateMidTableAction, date, execParams, partition, ruleMetricMap);
    } else if (MUL_SOURCE_RULE.intValue() == rule.getRuleType()) {
        templateMidTableAction = multiMidTableActionUpdate(rule, templateMidTableAction, date, filters);
    }
    // Get input meta from template
    List<RuleVariable> inputMetaRuleVariables = rule.getRuleVariables().stream().filter(ruleVariable -> ruleVariable.getInputActionStep().equals(InputActionStepEnum.TEMPLATE_INPUT_META.getCode())).collect(Collectors.toList());
    // If partition is not specified, replace with filter in rule configuration.
    if (StringUtils.isBlank(partition.toString())) {
        templateMidTableAction = fillPartitionWithRuleConfiguration(partition, rule, templateMidTableAction, inputMetaRuleVariables);
    }
    // Get dbs and tables
    Map<String, String> dbTableMap = new HashMap<>(4);
    // Get mappings
    StringBuffer mappings = new StringBuffer();
    StringBuffer realFilter = new StringBuffer();
    // Get SQL From template and replace all replaceholders
    String midTableAction = replaceVariable(templateMidTableAction, inputMetaRuleVariables, partition.toString(), realFilter, dbTableMap, mappings, date);
    Set<TemplateStatisticsInputMeta> templateStatisticsAction = rule.getTemplate().getStatisticAction();
    Map sourceConnect = new HashMap(8);
    Map targetConnect = new HashMap(8);
    if (dataSourceMysqlConnect != null && dataSourceMysqlConnect.size() > 0) {
        for (RuleDataSource ruleDataSource : rule.getRuleDataSources()) {
            Map connectParams = dataSourceMysqlConnect.get(ruleDataSource.getId());
            if (connectParams == null) {
                continue;
            }
            if (ruleDataSource.getDatasourceIndex() != null && ruleDataSource.getDatasourceIndex().equals(0)) {
                // If mysql sec, decrypt password and user name.
                sourceConnect = dataSourceMysqlConnect.get(ruleDataSource.getId());
            }
            if (ruleDataSource.getDatasourceIndex() != null && ruleDataSource.getDatasourceIndex().equals(1)) {
                // If mysql sec, decrypt password and user name.
                targetConnect = dataSourceMysqlConnect.get(ruleDataSource.getId());
            }
        }
    }
    sqlList.add("val UUID = java.util.UUID.randomUUID.toString");
    // 跨表规则
    if (RuleTemplateTypeEnum.MULTI_SOURCE_TEMPLATE.getCode().equals(rule.getTemplate().getTemplateType()) && dbTableMap.size() > 0) {
        // Import sql function.
        sqlList.addAll(getImportSql());
        // Generate UUID.
        // Transform original table.
        Set<String> columns = new HashSet<>();
        if (rule.getTemplate().getId().longValue() == MUL_SOURCE_ACCURACY_TEMPLATE_ID.longValue()) {
            // Get accuracy columns.
            columns = rule.getRuleDataSourceMappings().stream().map(RuleDataSourceMapping::getLeftColumnNames).map(column -> column.replace("tmp1.", "").replace("tmp2.", "")).collect(Collectors.toSet());
        }
        if (rule.getTemplate().getId().longValue() == MUL_SOURCE_COMMON_TEMPLATE_ID.longValue()) {
            sqlList.addAll(getCommonTransformSql(dbTableMap, mappings, count, partition.toString(), filters, sourceConnect, targetConnect));
        } else {
            sqlList.addAll(getSpecialTransformSql(dbTableMap, count, partition.toString(), filters, Strings.join(columns, ','), sourceConnect, targetConnect));
            if (optimizationConfig.getLightweightQuery()) {
                count += 3;
            }
        }
        sqlList.addAll(getSaveMidTableSentenceSettings());
        sqlList.addAll(getSaveMidTableSentence(midTableName, count, runDate));
    } else {
        // Generate select statement and save into hive database
        RuleDataSource ruleDataSource = rule.getRuleDataSources().stream().filter(dataSource -> dataSource.getDatasourceIndex() == null).iterator().next();
        Map connParams = dataSourceMysqlConnect.get(ruleDataSource.getId());
        if (connParams != null) {
            connParams = dataSourceMysqlConnect.get(ruleDataSource.getId());
        }
        sqlList.addAll(generateSparkSqlAndSaveSentence(midTableAction, midTableName, rule.getTemplate(), count, connParams, runDate));
        count++;
    }
    // Generate statistics statement, and save into mysql
    List<RuleVariable> statisticsRuleVariables = rule.getRuleVariables().stream().filter(ruleVariable -> ruleVariable.getInputActionStep().equals(InputActionStepEnum.STATISTICS_ARG.getCode())).collect(Collectors.toList());
    sqlList.addAll(saveStatisticAndSaveMySqlSentence(rule.getId(), ruleMetricMap, templateStatisticsAction, applicationId, statisticsRuleVariables, createTime, count, runDate));
    return sqlList;
}