private static void AddAnomalyToDatabase(SqlConnection sqlConnection, SqlTransaction sqlTransaction, AnomalyServiceResponse anomalyServiceResponseModel, string piServerName, DateTime anomalyDetectionStartTime, DateTime anomalyDetectionEndTime, AlertService alertService)
{
List <List <string> > filteredAnomalies = anomalyServiceResponseModel.Results.Output1.Value.Values.Where(x => Convert.ToDouble(x.ElementAt(8)) < ConfigurationSettings.AnomalyThreshold).ToList();
string anomalyoutputInsertQuery = "INSERT INTO AnomalyOutput(PowerScout, Temperature,Timestamp,Visibility,days,Breaker_details,kW_System,ScoredLabels,ScoredProbabilities, PiServername) VALUES (@PowerScout,@Temperature,@Timestamp,@Visibility,@days,@Breaker_details,@kW_System,@ScoredLabels,@ScoredProbabilities, @PiServerName)";
foreach (var rowData in filteredAnomalies)
{
using (SqlCommand cmd = new SqlCommand(anomalyoutputInsertQuery, sqlConnection, sqlTransaction))
{
cmd.Parameters.AddWithValue("@PowerScout", rowData.ElementAt(0).ToString());
cmd.Parameters.AddWithValue("@Temperature", Convert.ToDouble(rowData.ElementAt(1)));
cmd.Parameters.AddWithValue("@Timestamp", Convert.ToDateTime(rowData.ElementAt(2), CultureInfo.InvariantCulture).ToString(Constants.DATE_TIME_FORMAT));
cmd.Parameters.AddWithValue("@Visibility", Convert.ToDouble(rowData.ElementAt(3)));
cmd.Parameters.AddWithValue("@days", rowData.ElementAt(4).ToString());
cmd.Parameters.AddWithValue("@Breaker_details", rowData.ElementAt(5).ToString());
cmd.Parameters.AddWithValue("@kW_System", Convert.ToDouble(rowData.ElementAt(6)));
cmd.Parameters.AddWithValue("@ScoredLabels", Convert.ToDouble(rowData.ElementAt(7)));
cmd.Parameters.AddWithValue("@ScoredProbabilities", Convert.ToDouble(rowData.ElementAt(8)));
cmd.Parameters.AddWithValue("@PiServerName", piServerName);
cmd.ExecuteNonQuery();
}
}
if (filteredAnomalies.Count > 0)
{
string anomalyAlertMessage = string.Format(Constants.ANOMALY_ALERT_MESSAGE, filteredAnomalies.Count, anomalyDetectionStartTime, anomalyDetectionEndTime);
var alert = new Alert
{
AlertType = Constants.ALERT_TYPE_ANOMALY,
Description = anomalyAlertMessage,
TimeStamp = anomalyDetectionStartTime,
PiServerName = piServerName
};
alertService.AddNewAlert(sqlConnection, sqlTransaction, alert);
}
Console.WriteLine("AnomalyDetectionJob RowInserted : Created alert and anomaly for PiServer - {0}.", piServerName);
}
private static void GenerateConsumptionAlertAndNotification(SqlConnection sqlConnection, SqlTransaction sqlTransaction, double consumption, PiServer piServer, bool isWeekEndConsumption = true)
{
var alertService = new AlertService();
var notificationService = new NotificationService();
double costTobeSaved = consumption * ConfigurationSettings.MeterKwhCost;
string alertMessage = string.Format(Constants.RECOMMENDATION_ALERT_MESSAGE, costTobeSaved, isWeekEndConsumption ? "weekend" : "weekday");
var alert = new Alert
{
AlertType = Constants.ALERT_TYPE_RECOMMENDATION,
Description = alertMessage,
TimeStamp = piServer.PiServerCurrentDateTime,
PiServerName = piServer.PiServerName
};
alertService.AddNewAlert(sqlConnection, sqlTransaction, alert);
notificationService.SendNotification(alertMessage, sqlConnection, sqlTransaction);
Console.WriteLine("ConsumptionAlertJob RowInserted : Created alert and notification for PiServer - {0}.", piServer.PiServerName);
}