private async Task DetectStatus()
{
IsBusy = true;
PriceInfo.sensitivity = Sensitivity;
PriceAnomalies = new ObservableCollection <Anomaly>();
PriceStatus = await AnomalyDetectorService.DetectStatus(priceInfo);
if (PriceStatus != null)
{
if (PriceStatus.IsAnomaly)
{
var priceData = PriceInfo.series.Last();
var lowerBoundary = PriceStatus.ExpectedValue - PriceStatus.LowerMargin;
var upperBoundary = PriceStatus.ExpectedValue + PriceStatus.UpperMargin;
PriceAnomalies.Add(new Anomaly()
{
Value = priceData.value,
Timestamp = priceData.timestamp,
IsPositive = PriceStatus.IsPositiveAnomaly,
Range = $"Range: [{lowerBoundary:N2}, {upperBoundary:N2}]"
});
}
CreateChart(anomalies: true);
}
IsBusy = false;
}
