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

Example 6 with AnomalyFeedbackDTO

use of com.linkedin.thirdeye.datalayer.dto.AnomalyFeedbackDTO 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 7 with AnomalyFeedbackDTO

use of com.linkedin.thirdeye.datalayer.dto.AnomalyFeedbackDTO 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 8 with AnomalyFeedbackDTO

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

the class AbstractManagerImpl method createRawAnomalyDTOFromBean.

protected RawAnomalyResultDTO createRawAnomalyDTOFromBean(RawAnomalyResultBean rawAnomalyResultBean) {
    RawAnomalyResultDTO rawAnomalyResultDTO;
    rawAnomalyResultDTO = MODEL_MAPPER.map(rawAnomalyResultBean, RawAnomalyResultDTO.class);
    if (rawAnomalyResultBean.getFunctionId() != null) {
        AnomalyFunctionBean anomalyFunctionBean = genericPojoDao.get(rawAnomalyResultBean.getFunctionId(), AnomalyFunctionBean.class);
        if (anomalyFunctionBean == null) {
            LOG.error("this anomaly function bean should not be null");
        }
        AnomalyFunctionDTO anomalyFunctionDTO = MODEL_MAPPER.map(anomalyFunctionBean, AnomalyFunctionDTO.class);
        rawAnomalyResultDTO.setFunction(anomalyFunctionDTO);
    }
    if (rawAnomalyResultBean.getAnomalyFeedbackId() != null) {
        AnomalyFeedbackBean anomalyFeedbackBean = genericPojoDao.get(rawAnomalyResultBean.getAnomalyFeedbackId(), AnomalyFeedbackBean.class);
        AnomalyFeedbackDTO anomalyFeedbackDTO = MODEL_MAPPER.map(anomalyFeedbackBean, AnomalyFeedbackDTO.class);
        rawAnomalyResultDTO.setFeedback(anomalyFeedbackDTO);
    }
    return rawAnomalyResultDTO;
}

Example 9 with AnomalyFeedbackDTO

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

the class MergedAnomalyResultManagerImpl method convertMergedAnomalyBean2DTO.

protected MergedAnomalyResultDTO convertMergedAnomalyBean2DTO(MergedAnomalyResultBean mergedAnomalyResultBean, boolean loadRawAnomalies) {
    MergedAnomalyResultDTO mergedAnomalyResultDTO;
    mergedAnomalyResultDTO = MODEL_MAPPER.map(mergedAnomalyResultBean, MergedAnomalyResultDTO.class);
    if (mergedAnomalyResultBean.getFunctionId() != null) {
        AnomalyFunctionBean anomalyFunctionBean = genericPojoDao.get(mergedAnomalyResultBean.getFunctionId(), AnomalyFunctionBean.class);
        AnomalyFunctionDTO anomalyFunctionDTO = MODEL_MAPPER.map(anomalyFunctionBean, AnomalyFunctionDTO.class);
        mergedAnomalyResultDTO.setFunction(anomalyFunctionDTO);
    }
    if (mergedAnomalyResultBean.getAnomalyFeedbackId() != null) {
        AnomalyFeedbackBean anomalyFeedbackBean = genericPojoDao.get(mergedAnomalyResultBean.getAnomalyFeedbackId(), AnomalyFeedbackBean.class);
        AnomalyFeedbackDTO anomalyFeedbackDTO = MODEL_MAPPER.map(anomalyFeedbackBean, AnomalyFeedbackDTO.class);
        mergedAnomalyResultDTO.setFeedback(anomalyFeedbackDTO);
    }
    if (loadRawAnomalies && mergedAnomalyResultBean.getRawAnomalyIdList() != null && !mergedAnomalyResultBean.getRawAnomalyIdList().isEmpty()) {
        List<RawAnomalyResultDTO> anomalyResults = new ArrayList<>();
        List<RawAnomalyResultBean> list = genericPojoDao.get(mergedAnomalyResultBean.getRawAnomalyIdList(), RawAnomalyResultBean.class);
        for (RawAnomalyResultBean rawAnomalyResultBean : list) {
            anomalyResults.add(createRawAnomalyDTOFromBean(rawAnomalyResultBean));
        }
        mergedAnomalyResultDTO.setAnomalyResults(anomalyResults);
    }
    return mergedAnomalyResultDTO;
}

Example 10 with AnomalyFeedbackDTO

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

the class TestMergedAnomalyResultManager method testFeedback.

@Test(dependsOnMethods = { "testMergedResultCRUD" })
public void testFeedback() {
    MergedAnomalyResultDTO anomalyMergedResult = mergedAnomalyResultDAO.findById(mergedResult.getId());
    AnomalyFeedbackDTO feedback = new AnomalyFeedbackDTO();
    feedback.setComment("this is a good find");
    feedback.setFeedbackType(AnomalyFeedbackType.ANOMALY);
    feedback.setStatus(FeedbackStatus.NEW);
    anomalyMergedResult.setFeedback(feedback);
    // now we need to make explicit call to anomaly update in order to update the feedback
    mergedAnomalyResultDAO.updateAnomalyFeedback(anomalyMergedResult);
    //verify feedback
    MergedAnomalyResultDTO mergedResult1 = mergedAnomalyResultDAO.findById(mergedResult.getId());
    Assert.assertEquals(mergedResult1.getAnomalyResults().get(0).getId(), anomalyResultId);
    Assert.assertEquals(mergedResult1.getFeedback().getFeedbackType(), AnomalyFeedbackType.ANOMALY);
}