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

Example 26 with AnomalyFunctionDTO

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

the class FetchMetricDataAndExistingAnomaliesTool method fetchRawAnomaliesInRangeByFunctionId.

public List<ResultNode> fetchRawAnomaliesInRangeByFunctionId(long functionId, DateTime startTime, DateTime endTime) {
    AnomalyFunctionDTO anomalyFunction = anomalyFunctionDAO.findById(functionId);
    LOG.info(String.format("Loading raw anaomaly results of functionId {} from db...", Long.toString(functionId)));
    List<ResultNode> resultNodes = new ArrayList<>();
    if (anomalyFunction == null) {
        // no such function
        return resultNodes;
    }
    List<RawAnomalyResultDTO> rawResults = rawAnomalyResultDAO.findAllByTimeAndFunctionId(startTime.getMillis(), endTime.getMillis(), functionId);
    for (RawAnomalyResultDTO rawResult : rawResults) {
        ResultNode res = new ResultNode();
        res.functionId = functionId;
        res.functionName = anomalyFunction.getFunctionName();
        res.startTime = new DateTime(rawResult.getStartTime());
        res.endTime = new DateTime(rawResult.getEndTime());
        res.dimensions = rawResult.getDimensions();
        res.setFilters(anomalyFunction.getFilters());
        res.severity = rawResult.getWeight();
        AnomalyFeedbackDTO feedback = rawResult.getFeedback();
        res.feedbackType = (feedback == null) ? null : feedback.getFeedbackType();
        resultNodes.add(res);
    }
    return resultNodes;
}

Example 27 with AnomalyFunctionDTO

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

the class FetchMetricDataAndExistingAnomaliesTool method fetchMergedAnomaliesInRange.

/**
   * Fetch merged anomaly results from thirdeye db
   * @param collection database/collection name
   * @param metric metric name
   * @param startTime start time of the requested data in DateTime format
   * @param endTime end time of the requested data in DateTime format
   * @return List of merged anomaly results
   */
public List<ResultNode> fetchMergedAnomaliesInRange(String collection, String metric, DateTime startTime, DateTime endTime) {
    List<AnomalyFunctionDTO> anomalyFunctions = anomalyFunctionDAO.findAllByCollection(collection);
    LOG.info("Loading merged anaomaly results from db...");
    List<ResultNode> resultNodes = new ArrayList<>();
    for (AnomalyFunctionDTO anomalyDto : anomalyFunctions) {
        if (!anomalyDto.getTopicMetric().equals(metric))
            continue;
        resultNodes.addAll(fetchMergedAnomaliesInRangeByFunctionId(anomalyDto.getId(), startTime, endTime));
    }
    Collections.sort(resultNodes);
    return resultNodes;
}

Example 28 with AnomalyFunctionDTO

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

the class FetchMetricDataAndExistingAnomaliesTool method fetchMergedAnomaliesInRangeByFunctionId.

public List<ResultNode> fetchMergedAnomaliesInRangeByFunctionId(long functionId, DateTime startTime, DateTime endTime) {
    AnomalyFunctionDTO anomalyFunction = anomalyFunctionDAO.findById(functionId);
    LOG.info("Loading merged anaomaly results of functionId {} from db...", functionId);
    List<ResultNode> resultNodes = new ArrayList<>();
    if (anomalyFunction == null) {
        // no such function
        return resultNodes;
    }
    List<MergedAnomalyResultDTO> mergedResults = mergedAnomalyResultDAO.findByStartTimeInRangeAndFunctionId(startTime.getMillis(), endTime.getMillis(), functionId);
    for (MergedAnomalyResultDTO mergedResult : mergedResults) {
        ResultNode res = new ResultNode();
        res.functionId = functionId;
        res.functionName = anomalyFunction.getFunctionName();
        res.startTime = new DateTime(mergedResult.getStartTime());
        res.endTime = new DateTime(mergedResult.getEndTime());
        res.dimensions = mergedResult.getDimensions();
        res.setFilters(anomalyFunction.getFilters());
        res.severity = mergedResult.getWeight();
        AnomalyFeedbackDTO feedback = mergedResult.getFeedback();
        res.feedbackType = (feedback == null) ? null : feedback.getFeedbackType();
        resultNodes.add(res);
    }
    return resultNodes;
}

Example 29 with AnomalyFunctionDTO

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

the class TestAnomalyFunctionManager method testDelete.

@Test(dependsOnMethods = { "testUpdate" })
public void testDelete() {
    anomalyFunctionDAO.deleteById(anomalyFunctionId);
    AnomalyFunctionDTO spec = anomalyFunctionDAO.findById(anomalyFunctionId);
    Assert.assertNull(spec);
}

Example 30 with AnomalyFunctionDTO

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

the class RunAdhocDatabaseQueriesTool method updateField.

private void updateField(Long id) {
    AnomalyFunctionDTO anomalyFunction = anomalyFunctionDAO.findById(id);
    //anomalyFunction.setCron("0/10 * * * * ?");
    anomalyFunction.setActive(true);
    anomalyFunctionDAO.update(anomalyFunction);
}