Examples with AnomalyFunctionDTO com.linkedin.thirdeye.datalayer.dto.AnomalyFunctionDTO used on opensource projects

Example 36 with AnomalyFunctionDTO

use of com.linkedin.thirdeye.datalayer.dto.AnomalyFunctionDTO in project pinot by linkedin.

the class TestEmailConfigurationManager method testDelete.

@Test(dependsOnMethods = { "testFindByFunctionId" })
public void testDelete() {
    emailConfigurationDAO.deleteById(emailConfigId);
    EmailConfigurationDTO emailConfiguration = emailConfigurationDAO.findById(emailConfigId);
    AnomalyFunctionDTO anomalyFunctionSpec = anomalyFunctionDAO.findById(functionId);
    // email configuration should be deleted and anomaly function should not.
    assertNull(emailConfiguration);
    assertNotNull(anomalyFunctionSpec);
    // now cleanup the anomaly function
    anomalyFunctionDAO.deleteById(anomalyFunctionSpec.getId());
}

Example 37 with AnomalyFunctionDTO

use of com.linkedin.thirdeye.datalayer.dto.AnomalyFunctionDTO in project pinot by linkedin.

the class CleanupAndRegenerateAnomaliesTool method regenerateAnomaliesForBucketsInRange.

/**
   * Breaks down the given range into consecutive monitoring windows as per function definition
   * Regenerates anomalies for each window separately
   * @throws Exception
   */
private void regenerateAnomaliesForBucketsInRange(boolean forceBackfill) throws Exception {
    for (Long functionId : functionIds) {
        AnomalyFunctionDTO anomalyFunction = anomalyFunctionDAO.findById(functionId);
        if (!anomalyFunction.getIsActive()) {
            LOG.info("Skipping deactivated function {}", functionId);
            continue;
        }
        LOG.info("Sending backfill function {} for range {} to {}", functionId, monitoringWindowStartTime, monitoringWindowEndTime);
        String response = detectionResourceHttpUtils.runBackfillAnomalyFunction(String.valueOf(functionId), monitoringWindowStartTime, monitoringWindowEndTime, forceBackfill);
        LOG.info("Response {}", response);
    }
}

Example 38 with AnomalyFunctionDTO

use of com.linkedin.thirdeye.datalayer.dto.AnomalyFunctionDTO in project pinot by linkedin.

the class CleanupAndRegenerateAnomaliesTool method regenerateAnomaliesInRange.

/**
   * Regenerates anomalies for the whole given range as one monitoring window
   * @throws Exception
   */
@Deprecated
private void regenerateAnomaliesInRange() throws Exception {
    LOG.info("Begin regenerate anomalies for entire range...");
    for (Long functionId : functionIds) {
        AnomalyFunctionDTO anomalyFunction = anomalyFunctionDAO.findById(functionId);
        boolean isActive = anomalyFunction.getIsActive();
        if (!isActive) {
            LOG.info("Skipping function {}", functionId);
            continue;
        }
        runAdhocFunctionForWindow(functionId, monitoringWindowStartTime, monitoringWindowEndTime);
    }
}

Example 39 with AnomalyFunctionDTO

use of com.linkedin.thirdeye.datalayer.dto.AnomalyFunctionDTO in project pinot by linkedin.

the class AbstractManagerTestBase method getTestFunctionSpec.

protected AnomalyFunctionDTO getTestFunctionSpec(String metricName, String collection) {
    AnomalyFunctionDTO functionSpec = new AnomalyFunctionDTO();
    functionSpec.setFunctionName("integration test function 1");
    functionSpec.setType("WEEK_OVER_WEEK_RULE");
    functionSpec.setTopicMetric(metricName);
    functionSpec.setMetrics(Arrays.asList(metricName));
    functionSpec.setCollection(collection);
    functionSpec.setMetricFunction(MetricAggFunction.SUM);
    functionSpec.setCron("0/10 * * * * ?");
    functionSpec.setBucketSize(1);
    functionSpec.setBucketUnit(TimeUnit.HOURS);
    functionSpec.setWindowDelay(3);
    functionSpec.setWindowDelayUnit(TimeUnit.HOURS);
    functionSpec.setWindowSize(1);
    functionSpec.setWindowUnit(TimeUnit.DAYS);
    functionSpec.setProperties("baseline=w/w;changeThreshold=0.001");
    functionSpec.setIsActive(true);
    return functionSpec;
}

Example 40 with AnomalyFunctionDTO

use of com.linkedin.thirdeye.datalayer.dto.AnomalyFunctionDTO in project pinot by linkedin.

the class AbstractManagerTestBase method getTestFunctionAlphaBetaAlertFilterSpec.

protected AnomalyFunctionDTO getTestFunctionAlphaBetaAlertFilterSpec(String metricName, String collection) {
    AnomalyFunctionDTO functionSpec = getTestFunctionSpec(metricName, collection);
    Map<String, String> alphaBetaAlertFilter = new HashMap<>();
    alphaBetaAlertFilter.put("type", "alpha_beta");
    alphaBetaAlertFilter.put(AlphaBetaAlertFilter.ALPHA, "1");
    alphaBetaAlertFilter.put(AlphaBetaAlertFilter.BETA, "1");
    alphaBetaAlertFilter.put(AlphaBetaAlertFilter.THRESHOLD, "0.5");
    functionSpec.setAlertFilter(alphaBetaAlertFilter);
    return functionSpec;
}