Examples with DataCompletenessTaskInfo com.linkedin.thirdeye.completeness.checker.DataCompletenessTaskInfo used on opensource projects

Example 1 with DataCompletenessTaskInfo

use of com.linkedin.thirdeye.completeness.checker.DataCompletenessTaskInfo in project pinot by linkedin.

the class AnomalyApplicationEndToEndTest method testThirdeyeAnomalyApplication.

@Test(enabled = true)
public void testThirdeyeAnomalyApplication() throws Exception {
    Assert.assertNotNull(daoRegistry.getJobDAO());
    // setup caches and config
    setup();
    Assert.assertNotNull(daoRegistry.getJobDAO());
    // startDataCompletenessChecker
    startDataCompletenessScheduler();
    Thread.sleep(10000);
    int jobSizeDataCompleteness = jobDAO.findAll().size();
    int taskSizeDataCompleteness = taskDAO.findAll().size();
    Assert.assertTrue(jobSizeDataCompleteness == 1);
    Assert.assertTrue(taskSizeDataCompleteness == 2);
    JobDTO jobDTO = jobDAO.findAll().get(0);
    Assert.assertTrue(jobDTO.getJobName().startsWith(TaskType.DATA_COMPLETENESS.toString()));
    List<TaskDTO> taskDTOs = taskDAO.findAll();
    for (TaskDTO taskDTO : taskDTOs) {
        Assert.assertEquals(taskDTO.getTaskType(), TaskType.DATA_COMPLETENESS);
        Assert.assertEquals(taskDTO.getStatus(), TaskStatus.WAITING);
        DataCompletenessTaskInfo taskInfo = (DataCompletenessTaskInfo) TaskInfoFactory.getTaskInfoFromTaskType(taskDTO.getTaskType(), taskDTO.getTaskInfo());
        Assert.assertTrue((taskInfo.getDataCompletenessType() == DataCompletenessType.CHECKER) || (taskInfo.getDataCompletenessType() == DataCompletenessType.CLEANUP));
    }
    // start detection scheduler
    startDetectionScheduler();
    // start alert scheduler
    startAlertScheduler();
    // check for number of entries in tasks and jobs
    Thread.sleep(10000);
    int jobSize1 = jobDAO.findAll().size();
    int taskSize1 = taskDAO.findAll().size();
    Assert.assertTrue(jobSize1 > 0);
    Assert.assertTrue(taskSize1 > 0);
    Thread.sleep(10000);
    int jobSize2 = jobDAO.findAll().size();
    int taskSize2 = taskDAO.findAll().size();
    Assert.assertTrue(jobSize2 > jobSize1);
    Assert.assertTrue(taskSize2 > taskSize1);
    tasks = taskDAO.findAll();
    // check for task type
    int detectionCount = 0;
    int alertCount = 0;
    for (TaskDTO task : tasks) {
        if (task.getTaskType().equals(TaskType.ANOMALY_DETECTION)) {
            detectionCount++;
        } else if (task.getTaskType().equals(TaskType.ALERT)) {
            alertCount++;
        }
    }
    Assert.assertTrue(detectionCount > 0);
    Assert.assertTrue(alertCount > 0);
    // check for task status
    tasks = taskDAO.findAll();
    for (TaskDTO task : tasks) {
        Assert.assertEquals(task.getStatus(), TaskStatus.WAITING);
    }
    // start monitor
    startMonitor();
    // check for monitor tasks
    Thread.sleep(5000);
    tasks = taskDAO.findAll();
    int monitorCount = 0;
    for (TaskDTO task : tasks) {
        if (task.getTaskType().equals(TaskType.MONITOR)) {
            monitorCount++;
        }
    }
    Assert.assertEquals(monitorCount, 2);
    // check for job status
    jobs = jobDAO.findAll();
    for (JobDTO job : jobs) {
        Assert.assertEquals(job.getStatus(), JobStatus.SCHEDULED);
    }
    // start task drivers
    startWorker();
    // check for change in task status to COMPLETED
    Thread.sleep(30000);
    tasks = taskDAO.findAll();
    int completedCount = 0;
    for (TaskDTO task : tasks) {
        if (task.getStatus().equals(TaskStatus.COMPLETED)) {
            completedCount++;
        }
    }
    Assert.assertTrue(completedCount > 0);
    // Raw anomalies of the same function and dimensions should have been merged by the worker, so we
    // check if any raw anomalies present, whose existence means the worker fails the synchronous merge.
    List<RawAnomalyResultDTO> rawAnomalies = rawAnomalyResultDAO.findUnmergedByFunctionId(functionId);
    Assert.assertTrue(rawAnomalies.size() == 0);
    // check merged anomalies
    List<MergedAnomalyResultDTO> mergedAnomalies = mergedAnomalyResultDAO.findByFunctionId(functionId);
    Assert.assertTrue(mergedAnomalies.size() > 0);
    // THE FOLLOWING TEST FAILS OCCASIONALLY DUE TO MACHINE COMPUTATION POWER
    // TODO: Move test away from Thread.sleep
    // check for job status COMPLETED
    //    jobs = jobDAO.findAll();
    //    int completedJobCount = 0;
    //    for (JobDTO job : jobs) {
    //      int attempt = 0;
    //      while (attempt < 3 && !job.getStatus().equals(JobStatus.COMPLETED)) {
    //        LOG.info("Checking job status with attempt : {}", attempt + 1);
    //        Thread.sleep(5_000);
    //        attempt++;
    //      }
    //      if (job.getStatus().equals(JobStatus.COMPLETED)) {
    //        completedJobCount ++;
    //      }
    //    }
    //    Assert.assertTrue(completedJobCount > 0);
    // stop schedulers
    cleanup();
}