private async Task <AnomalyEntireDetectResult> GetBatchAnomalyDetectionResultAsync()
{
AnomalyDetectionRequest dataRequest = new AnomalyDetectionRequest
{
Sensitivity = (int)sensitivitySlider.Value,
MaxAnomalyRatio = curScenario.MaxAnomalyRatio,
Granularity = curScenario.Granularity.ToString(),
CustomInterval = curScenario.CustomInterval,
Period = curScenario.Period,
Series = curScenario.AllData
};
return(await AnomalyDetectorHelper.GetBatchDetectionResult(dataRequest));
}
private async Task <AnomalyLastDetectResult> GetStreamingAnomalyDetectionResultAsync(int dataPointIndex)
{
if (dataPointIndex >= curScenario.MinIndexOfRequiredPoints)
{
AnomalyDetectionRequest dataRequest = new AnomalyDetectionRequest
{
Sensitivity = (int)sensitivitySlider.Value,
MaxAnomalyRatio = curScenario.MaxAnomalyRatio,
Granularity = curScenario.Granularity.ToString(),
CustomInterval = curScenario.CustomInterval,
Period = curScenario.Period,
Series = curScenario.AllData.GetRange(dataPointIndex - curScenario.MinIndexOfRequiredPoints, (curScenario.MinIndexOfRequiredPoints + 1))
};
return(await AnomalyDetectorHelper.GetStreamingDetectionResult(dataRequest));
}
return(null);
}
