Examples with TaskSubmitResult com.webank.wedatasphere.qualitis.bean.TaskSubmitResult used on opensource projects

Example 1 with TaskSubmitResult

use of com.webank.wedatasphere.qualitis.bean.TaskSubmitResult in project Qualitis by WeBankFinTech.

the class ExecutionManagerImpl method submitApplication.

/**
 * Submit job to linkis
 */
@Override
public List<TaskSubmitResult> submitApplication(List<Rule> rules, String nodeName, String createTime, String user, String database, StringBuffer partition, Date date, Application application, String cluster, String startupParam, String setFlag, Map<String, String> execParams, StringBuffer runDate, Map<Long, Map> dataSourceMysqlConnect) throws ArgumentException, TaskTypeException, ConvertException, DataQualityTaskException, RuleVariableNotSupportException, RuleVariableNotFoundException, JobSubmitException, ClusterInfoNotConfigException, IOException, UnExpectedRequestException, MetaDataAcquireFailedException {
    String csId = rules.iterator().next().getCsId();
    // Check if cluster supported
    LOGGER.info("Start to collect rule to clusters");
    Map<String, List<Rule>> clusterNameMap = getRuleCluster(rules);
    LOGGER.info("Succeed to classify rules by cluster, cluster map: {}", clusterNameMap);
    if (StringUtils.isNotBlank(cluster)) {
        LOGGER.info("When pick up a cluster, these datasources of rules must be from one cluster. Now start to put into the specify cluster.\n");
        putAllRulesIntoSpecifyCluster(clusterNameMap, cluster);
        LOGGER.info("Success to put into the specify cluster.\n");
    }
    List<TaskSubmitResult> taskSubmitResults = new ArrayList<>();
    for (String clusterName : clusterNameMap.keySet()) {
        List<Rule> clusterRules = clusterNameMap.get(clusterName);
        if (StringUtils.isNotBlank(cluster)) {
            clusterName = cluster;
        }
        ClusterInfo clusterInfo = clusterInfoDao.findByClusterName(clusterName);
        LOGGER.info("Start to check cluster config.");
        if (clusterInfo == null) {
            throw new ClusterInfoNotConfigException(clusterName + " {&DOES_NOT_EXIST}");
        }
        LOGGER.info("Succeed to pass the check of cluster config. All cluster of rules are configured");
        // Divide rule into tasks
        List<DataQualityTask> tasks = TaskDividerFactory.getDivider().divide(clusterRules, application.getId(), createTime, partition.toString(), date, database, user, taskExecuteLimitConfig.getTaskExecuteRuleSize());
        LOGGER.info("Succeed to divide application into tasks. result: {}", tasks);
        // Save divided tasks
        saveDividedTask(tasks, clusterInfo, rules, application, createTime);
        // Convert tasks into job
        List<DataQualityJob> jobList = new ArrayList<>();
        for (DataQualityTask task : tasks) {
            DataQualityJob job = templateConverterFactory.getConverter(task).convert(task, date, setFlag, execParams, runDate.toString(), clusterInfo.getClusterType(), dataSourceMysqlConnect);
            job.setUser(task.getUser());
            jobList.add(job);
            List<Long> ruleIdList = task.getRuleTaskDetails().stream().map(r -> r.getRule().getId()).collect(Collectors.toList());
            LOGGER.info("Succeed to convert rule_id: {} into code. code: {}", ruleIdList, job.getJobCode());
        }
        LOGGER.info("Succeed to convert all template into codes. codes: {}", jobList);
        // Submit job to linkis
        List<JobSubmitResult> submitResults = new ArrayList<>();
        for (DataQualityJob job : jobList) {
            String code = String.join("\n", job.getJobCode());
            String proxy = job.getUser();
            Long taskId = job.getTaskId();
            // Compatible with new and old submission interfaces.
            JobSubmitResult result = null;
            boolean engineReUse = false;
            if (StringUtils.isNotBlank(startupParam)) {
                String[] startupParams = startupParam.split(SpecCharEnum.DIVIDER.getValue());
                for (String param : startupParams) {
                    if (StringUtils.isEmpty(param)) {
                        continue;
                    }
                    String[] paramStrs = param.split("=");
                    if (paramStrs.length < 2) {
                        continue;
                    }
                    String key = paramStrs[0];
                    String value = paramStrs[1];
                    if ("engine_reuse".equals(key)) {
                        if ("true".equals(value)) {
                            engineReUse = true;
                            startupParam = startupParam.replace("engine_reuse=true", "");
                        } else {
                            engineReUse = false;
                            startupParam = startupParam.replace("engine_reuse=false", "");
                        }
                        break;
                    }
                }
            }
            if (clusterInfo.getClusterType().endsWith(LINKIS_ONE_VERSION)) {
                result = abstractJobSubmitter.submitJobNew(code, linkisConfig.getEngineName(), StringUtils.isNotBlank(proxy) ? proxy : user, clusterInfo.getLinkisAddress(), clusterName, taskId, csId, nodeName, StringUtils.isNotBlank(startupParam) ? startupParam : job.getStartupParam(), engineReUse);
            } else {
                result = abstractJobSubmitter.submitJob(code, linkisConfig.getEngineName(), StringUtils.isNotBlank(proxy) ? proxy : user, clusterInfo.getLinkisAddress(), clusterName, taskId, csId, nodeName, StringUtils.isNotBlank(startupParam) ? startupParam : job.getStartupParam());
            }
            if (result != null) {
                submitResults.add(result);
            } else {
                Task taskInDb = taskDao.findById(taskId);
                taskInDb.setStatus(TaskStatusEnum.TASK_NOT_EXIST.getCode());
                taskDao.save(taskInDb);
                taskSubmitResults.add(new TaskSubmitResult(application.getId(), null, clusterInfo.getClusterName()));
            }
        }
        // Rewrite task remote ID.
        rewriteTaskRemoteInfo(submitResults, taskSubmitResults, application.getId(), clusterInfo.getClusterName());
    }
    return taskSubmitResults;
}

Example 2 with TaskSubmitResult

use of com.webank.wedatasphere.qualitis.bean.TaskSubmitResult in project Qualitis by WeBankFinTech.

the class ExecutionManagerImpl method executeFileRule.

@Override
public TaskSubmitResult executeFileRule(List<Rule> fileRules, String submitTime, Application application, String user, String clusterName, StringBuffer runDate) throws UnExpectedRequestException, MetaDataAcquireFailedException {
    LOGGER.info("Start to execute file rule task and save check result.");
    Task taskInDb = taskDao.save(new Task(application, submitTime, TaskStatusEnum.SUBMITTED.getCode()));
    Set<TaskDataSource> taskDataSources = new HashSet<>(fileRules.size());
    Set<TaskRuleSimple> taskRuleSimples = new HashSet<>(fileRules.size());
    int totalRules = fileRules.size();
    int successRule = 0;
    for (Rule rule : fileRules) {
        if (rule.getAbortOnFailure() != null) {
            taskInDb.setAbortOnFailure(rule.getAbortOnFailure());
        }
        TaskRuleSimple taskRuleSimple = new TaskRuleSimple(rule, taskInDb, httpServletRequest.getHeader("Content-Language"));
        taskRuleSimples.add(taskRuleSimpleRepository.save(taskRuleSimple));
        RuleDataSource ruleDataSource = rule.getRuleDataSources().iterator().next();
        taskDataSources.add(taskDataSourceRepository.save(new TaskDataSource(ruleDataSource, taskInDb)));
        // Check rule datasource: 1) table 2) partition.
        if (StringUtils.isEmpty(ruleDataSource.getFilter())) {
            TableStatisticsInfo result;
            try {
                String proxyUser = ruleDataSource.getProxyUser();
                result = metaDataClient.getTableStatisticsInfo(StringUtils.isNotBlank(clusterName) ? clusterName : ruleDataSource.getClusterName(), ruleDataSource.getDbName(), ruleDataSource.getTableName(), StringUtils.isNotBlank(proxyUser) ? proxyUser : user);
            } catch (RestClientException e) {
                LOGGER.error("Failed to get table statistics with linkis api.", e);
                throw new UnExpectedRequestException("{&FAILED_TO_GET_DATASOURCE_INFO}");
            }
            if (result == null) {
                throw new UnExpectedRequestException("{&FAILED_TO_GET_DATASOURCE_INFO}");
            }
            String fullSize = result.getTableSize();
            List<TaskResult> taskResultInDbs = saveTaskRusult(fullSize, Double.parseDouble(result.getTableFileCount() + ""), application, submitTime, rule, rule.getAlarmConfigs(), runDate.toString());
            successRule = modifyTaskStatus(taskRuleSimple.getTaskRuleAlarmConfigList(), taskInDb, taskResultInDbs, successRule);
        } else {
            PartitionStatisticsInfo result;
            try {
                String proxyUser = ruleDataSource.getProxyUser();
                result = metaDataClient.getPartitionStatisticsInfo(StringUtils.isNotBlank(clusterName) ? clusterName : ruleDataSource.getClusterName(), ruleDataSource.getDbName(), ruleDataSource.getTableName(), filterToPartitionPath(DateExprReplaceUtil.replaceFilter(new Date(), ruleDataSource.getFilter())), StringUtils.isNotBlank(proxyUser) ? proxyUser : user);
            } catch (RestClientException e) {
                LOGGER.error("Failed to get table statistics with linkis api.", e);
                throw new UnExpectedRequestException("{&FAILED_TO_GET_DATASOURCE_INFO}");
            }
            if (result == null) {
                throw new UnExpectedRequestException("{&FAILED_TO_GET_DATASOURCE_INFO}");
            }
            String fullSize = result.getPartitionSize();
            List<TaskResult> taskResultInDbs = saveTaskRusult(fullSize, Double.parseDouble(result.getPartitionChildCount() + ""), application, submitTime, rule, rule.getAlarmConfigs(), runDate.toString());
            successRule = modifyTaskStatus(taskRuleSimple.getTaskRuleAlarmConfigList(), taskInDb, taskResultInDbs, successRule);
        }
        if (taskInDb.getStatus().equals(TaskStatusEnum.FAILED.getCode())) {
            break;
        }
    }
    taskInDb.setTaskDataSources(taskDataSources);
    taskInDb.setTaskRuleSimples(taskRuleSimples);
    // Update task status
    taskInDb.setEndTime(ExecutionManagerImpl.PRINT_TIME_FORMAT.format(new Date()));
    if (totalRules == successRule) {
        taskInDb.setStatus(TaskStatusEnum.PASS_CHECKOUT.getCode());
        taskInDb.setProgress(Double.parseDouble("1"));
    }
    taskDao.save(taskInDb);
    LOGGER.info("Finished to execute file rule task and save check result.");
    TaskSubmitResult taskSubmitResult = new TaskSubmitResult();
    taskSubmitResult.setApplicationId(application.getId());
    taskSubmitResult.setClusterName(clusterName);
    return taskSubmitResult;
}

Example 3 with TaskSubmitResult

use of com.webank.wedatasphere.qualitis.bean.TaskSubmitResult in project Qualitis by WeBankFinTech.

the class OuterExecutionServiceImpl method commonExecution.

@Override
public ApplicationTaskSimpleResponse commonExecution(List<Rule> rules, StringBuffer partition, String executionUser, String nodeName, String startupParam, String clusterName, String setFlag, Map<String, String> execParams, Application newApplication, Date date, StringBuffer runDate) throws RuleVariableNotSupportException, JobSubmitException, RuleVariableNotFoundException, ArgumentException, ConvertException, DataQualityTaskException, TaskTypeException, ClusterInfoNotConfigException, SystemConfigException, UnExpectedRequestException, MetaDataAcquireFailedException, IOException, TaskNotExistException, SemanticException, ParseException, DataSourceMoveException, DataSourceOverSizeException, org.apache.hadoop.hive.ql.parse.ParseException, BothNullDatasourceException, RightNullDatasourceException, LeftNullDatasourceException, java.text.ParseException {
    // current user
    String userName = executionUser;
    // Generate database name.
    String database = generateDatabase(userName);
    LOGGER.info("Succeed to generate database_name: {}", database);
    // Save application
    newApplication.setRuleSize(rules.size());
    newApplication.setSavedDb(database);
    Application saveApplication = applicationDao.saveApplication(newApplication);
    List<TaskSubmitResult> taskSubmitResults = new ArrayList<>();
    List<Rule> fileRules = new ArrayList<>();
    Map<Long, Map> dataSourceMysqlConnect = new HashMap<>(2);
    for (Iterator<Rule> iterator = rules.iterator(); iterator.hasNext(); ) {
        Rule currentRule = iterator.next();
        if (currentRule.getRuleType().equals(RuleTypeEnum.CUSTOM_RULE.getCode())) {
            // Replace with execution parameter and parse datasource to save.
            customReSaveDateSource(currentRule, execParams, clusterName, date);
        }
        List<Map<String, String>> mappingCols = new ArrayList<>();
        getMappingCols(currentRule, mappingCols);
        // Check datasource before submit job.
        try {
            checkDatasource(currentRule, userName, partition, mappingCols, nodeName, clusterName, dataSourceMysqlConnect);
        } catch (BothNullDatasourceException e) {
            Task taskInDb = taskDao.save(new Task(newApplication, newApplication.getSubmitTime(), TaskStatusEnum.SUCCEED.getCode()));
            taskInDb.setClusterName(clusterName);
            TaskRuleSimple taskRuleSimple = new TaskRuleSimple(currentRule, taskInDb);
            Set<TaskDataSource> taskDataSources = new HashSet<>(fileRules.size());
            Set<TaskRuleSimple> taskRuleSimples = new HashSet<>(fileRules.size());
            taskRuleSimples.add(taskRuleSimpleRepository.save(taskRuleSimple));
            for (RuleDataSource ruleDataSource : currentRule.getRuleDataSources()) {
                taskDataSources.add(taskDataSourceRepository.save(new TaskDataSource(ruleDataSource, taskInDb)));
            }
            taskInDb.setEndTime(ExecutionManagerImpl.PRINT_TIME_FORMAT.format(new Date()));
            taskInDb.setTaskDataSources(taskDataSources);
            taskInDb.setTaskRuleSimples(taskRuleSimples);
            TaskResult taskResult = new TaskResult();
            taskResult.setApplicationId(newApplication.getId());
            taskResult.setCreateTime(newApplication.getSubmitTime());
            taskResult.setRuleId(currentRule.getId());
            taskResult.setResultType("Long");
            taskResult.setValue(0 + "");
            taskResultDao.saveTaskResult(taskResult);
            taskDao.save(taskInDb);
            iterator.remove();
            if (!iterator.hasNext()) {
                throw e;
            }
            continue;
        }
        if (currentRule.getRuleType().equals(RuleTypeEnum.FILE_TEMPLATE_RULE.getCode())) {
            fileRules.add(currentRule);
            LOGGER.info("Succeed to find file rule. Rule: {}", currentRule.getId() + " " + currentRule.getName());
            iterator.remove();
        }
    }
    String submitTime = ExecutionManagerImpl.PRINT_TIME_FORMAT.format(date);
    // General task.
    if (!rules.isEmpty()) {
        taskSubmitResults.addAll(executionManager.submitApplication(rules, nodeName, submitTime, userName, database, partition, date, saveApplication, clusterName, startupParam, setFlag, execParams, runDate, dataSourceMysqlConnect));
    }
    // Execute file rule task and save task result.
    if (!fileRules.isEmpty()) {
        taskSubmitResults.add(executionManager.executeFileRule(fileRules, submitTime, saveApplication, userName, clusterName, runDate));
    }
    saveApplication.setTotalTaskNum(taskSubmitResults.size());
    LOGGER.info("Succeed to submit application. result: {}", taskSubmitResults);
    Application applicationInDb = applicationDao.saveApplication(saveApplication);
    LOGGER.info("Succeed to save application. application: {}", applicationInDb);
    return new ApplicationTaskSimpleResponse(taskSubmitResults);
}

Example 4 with TaskSubmitResult

use of com.webank.wedatasphere.qualitis.bean.TaskSubmitResult in project Qualitis by WeBankFinTech.

the class ExecutionManagerImpl method rewriteTaskRemoteInfo.

private void rewriteTaskRemoteInfo(List<JobSubmitResult> submitResults, List<TaskSubmitResult> taskSubmitResults, String id, String clusterName) {
    for (JobSubmitResult jobSubmitResult : submitResults) {
        Task taskInDb = taskDao.findById(jobSubmitResult.getTaskId());
        taskInDb.setTaskRemoteId(jobSubmitResult.getTaskRemoteId());
        taskInDb.setTaskExecId(jobSubmitResult.getTaskExecId());
        taskDao.save(taskInDb);
        taskSubmitResults.add(new TaskSubmitResult(id, jobSubmitResult.getTaskRemoteId(), clusterName));
    }
}