private async Task AnalyzeData(double Temperature, double Cph, double Cdo, double Cbod5, double Ccod, double Cnh4n, double Cno2n, double Cno3n, double Css, double Ccl, double Ccb)
{
Console.WriteLine("----------------------------------------------------------");
var Is = AnalysisEngine.CalculateSimpleIndices(Temperature, Cph, Cdo, Cbod5, Ccod, Cnh4n, Cno2n, Cno3n, Css, Ccl, Ccb);
Console.WriteLine(Is.ToJSONString());
var Ws = AnalysisEngine.GetWeightCoefficients(Temperature, Is);
Console.WriteLine(Ws.ToJSONString());
OverallIndex = AnalysisEngine.CalculateOverallIndex(Is, Ws);
Console.WriteLine("Overall Index: " + OverallIndex.ToString("F5"));
Level = AnalysisEngine.GetLevel(Temperature, OverallIndex);
Console.WriteLine("Level: " + Level.ToString("D"));
}
private async Task TestEngine()
{
// January
Console.WriteLine("----------------------January----------------------");
double Temperature = 10.0, PH = 7.1, DO = 13.86, BOD5 = 3.42, COD = 2.68, NH4N = 0.27, NO2N = 0.03, NO3N = 6.7, SS = 24.67, CL = 15.33, CB = 235;
var Is = AnalysisEngine.CalculateSimpleIndices(Temperature, PH, DO, BOD5, COD, NH4N, NO2N, NO3N, SS, CL, CB);
Console.WriteLine(Is.ToJSONString());
var Ws = AnalysisEngine.GetWeightCoefficients(Temperature, Is);
Console.WriteLine(Ws.ToJSONString());
var OverallIndex = AnalysisEngine.CalculateOverallIndex(Is, Ws);
Console.WriteLine("Overall Index: " + OverallIndex.ToString("F5"));
var Level = AnalysisEngine.GetLevel(Temperature, OverallIndex);
Console.WriteLine("Level: " + Level.ToString("D"));
// May
Console.WriteLine("----------------------May----------------------");
Temperature = 20.0; PH = 7.27; DO = 9.95; BOD5 = 2.41; COD = 2.18; NH4N = 0.35; NO2N = 0.02; NO3N = 07.9; SS = 21.33; CL = 24.67; CB = 796.67;
Is = AnalysisEngine.CalculateSimpleIndices(Temperature, PH, DO, BOD5, COD, NH4N, NO2N, NO3N, SS, CL, CB);
Console.WriteLine(Is.ToJSONString());
Ws = AnalysisEngine.GetWeightCoefficients(Temperature, Is);
Console.WriteLine(Ws.ToJSONString());
OverallIndex = AnalysisEngine.CalculateOverallIndex(Is, Ws);
Console.WriteLine("Overall Index: " + OverallIndex.ToString("F5"));
Level = AnalysisEngine.GetLevel(Temperature, OverallIndex);
Console.WriteLine("Level: " + Level.ToString("D"));
// July
Console.WriteLine("----------------------July----------------------");
Temperature = 30.0; PH = 7.23; DO = 8.69; BOD5 = 2.37; COD = 2.4; NH4N = 0.28; NO2N = 0.04; NO3N = 9; SS = 27.33; CL = 23.33; CB = 773.33;
Is = AnalysisEngine.CalculateSimpleIndices(Temperature, PH, DO, BOD5, COD, NH4N, NO2N, NO3N, SS, CL, CB);
Console.WriteLine(Is.ToJSONString());
Ws = AnalysisEngine.GetWeightCoefficients(Temperature, Is);
Console.WriteLine(Ws.ToJSONString());
OverallIndex = AnalysisEngine.CalculateOverallIndex(Is, Ws);
Console.WriteLine("Overall Index: " + OverallIndex.ToString("F5"));
Level = AnalysisEngine.GetLevel(Temperature, OverallIndex);
Console.WriteLine("Level: " + Level.ToString("D"));
}
private void ViewMethodComboBox_SelectionChanged(object sender, SelectionChangedEventArgs e)
{
var SelectedItem = ViewMethodComboBox.SelectedItem as ViewMethodViewModel;
if (SelectedItem == null)
{
return;
}
if (SelectedItem.Id == 0)
{
// Daily view, switched from Monthly view
// Use backup records
var viewModel = (RecordManagerViewModel)DataContext;
var records = viewModel.BackupRecords;
viewModel.Records = new ObservableCollection <RecordViewModel>(records);
DeleteButton.Visibility = Visibility.Visible;
}
else
{
// Monthly view
// Hide the analysis panel
AnalyzerPanel.Visibility = Visibility.Collapsed;
// Process current data to switch view
var viewModel = (RecordManagerViewModel)DataContext;
var records = viewModel.BackupRecords;
// Group records, based on months
var groupedData = new Dictionary <string, System.Collections.Generic.List <RecordViewModel> >();
foreach (var record in records)
{
var dateTime = DateTime.Parse(record.DateTime);
var monthTime = dateTime.ToString("yyyy-MM");
var newKey = record.ReservoirId.ToString() + "/" + monthTime;
if (groupedData.ContainsKey(newKey))
{
// Existing
// Add the record
var data = groupedData[newKey];
data.Add(record);
groupedData[newKey] = data;
}
else
{
// New
var data = new List <RecordViewModel>();
data.Add(record);
groupedData[newKey] = data;
}
}
// Process grouped data
var processedData = new ObservableCollection <RecordViewModel>();
var keys = groupedData.Keys;
foreach (var key in keys)
{
var monthData = groupedData[key];
if (monthData.Count == 1)
{
// Only single record for a month
// Add it directly. Just change DateTime.
// No need to do the analysis again
var keyParts = key.Split('/');
var monthRecord = new RecordViewModel
{
DateTime = keyParts[1],
Id = -1,
ReservoirId = monthData[0].ReservoirId,
ReservoirName = monthData[0].ReservoirName,
Temperature = monthData[0].Temperature,
TemperatureRange = monthData[0].TemperatureRange,
PH = monthData[0].PH,
DO = monthData[0].DO,
BOD5 = monthData[0].BOD5,
COD = monthData[0].COD,
NH4N = monthData[0].NH4N,
NO2N = monthData[0].NO2N,
NO3N = monthData[0].NO3N,
SS = monthData[0].SS,
CL = monthData[0].CL,
CB = monthData[0].CB,
Overall = monthData[0].Overall,
Level = monthData[0].Level,
};
processedData.Add(monthRecord);
}
else
{
var keyParts = key.Split('/');
string DateTime = keyParts[1];
int ReservoirId = monthData[0].ReservoirId;
string ReservoirName = monthData[0].ReservoirName;
double Temperature = monthData[0].Temperature;
double PH = double.Parse(monthData[0].PH);
double DO = double.Parse(monthData[0].DO);
double BOD5 = double.Parse(monthData[0].BOD5);
double COD = double.Parse(monthData[0].COD);
double NH4N = double.Parse(monthData[0].NH4N);
double NO2N = double.Parse(monthData[0].NO2N);
double NO3N = double.Parse(monthData[0].NO3N);
double SS = double.Parse(monthData[0].SS);
double CL = double.Parse(monthData[0].CL);
double CB = double.Parse(monthData[0].CB);
for (int i = 1; i < monthData.Count; i++)
{
if (monthData[i].Temperature == Temperature)
{
// Records in the same month should have the same temperature range.
PH += double.Parse(monthData[i].PH);
DO += double.Parse(monthData[i].DO);
BOD5 += double.Parse(monthData[i].BOD5);
COD += double.Parse(monthData[i].COD);
NH4N += double.Parse(monthData[i].NH4N);
NO2N += double.Parse(monthData[i].NO2N);
NO3N += double.Parse(monthData[i].NO3N);
SS += double.Parse(monthData[i].SS);
CL += double.Parse(monthData[i].CL);
CB += double.Parse(monthData[i].CB);
}
else
{
// Temperature range is different.
// Can't analyze the data.
viewModel.ShowMessageCommand.Execute("There must be some error in the data. Please inspect it and try again.");
return;
}
}
PH = PH / monthData.Count;
DO = DO / monthData.Count;
BOD5 = BOD5 / monthData.Count;
COD = COD / monthData.Count;
NH4N = NH4N / monthData.Count;
NO2N = NO2N / monthData.Count;
NO3N = NO3N / monthData.Count;
SS = SS / monthData.Count;
CL = CL / monthData.Count;
CB = CB / monthData.Count;
var Is = AnalysisEngine.CalculateSimpleIndices(Temperature, PH, DO, BOD5, COD, NH4N, NO2N, NO3N, SS, CL, CB);
var Ws = AnalysisEngine.GetWeightCoefficients(Temperature, Is);
double OverallIndex = AnalysisEngine.CalculateOverallIndex(Is, Ws);
int Level = AnalysisEngine.GetLevel(Temperature, OverallIndex);
var monthRecord = new RecordExtended
{
Id = -1,
Temperature = Temperature,
PH = PH,
DO = DO,
BOD5 = BOD5,
COD = COD,
NH4N = NH4N,
NO2N = NO2N,
NO3N = NO3N,
SS = SS,
CL = CL,
CB = CB,
Overall = OverallIndex,
Level = Level,
ReservoirId = ReservoirId,
ReservoirName = ReservoirName,
DateTime = DateTime
};
processedData.Add(new RecordViewModel(monthRecord));
}
}
viewModel.Records = processedData;
DeleteButton.Visibility = Visibility.Collapsed;
}
}
