void ShowParameterData(string parameterName)
{
if (Calculation.stringName != parameterName)
{
Calculation.stringName = parameterName;
TextBoxColumnCount.Text = "";
TextBoxMax.Text = "";
TextBoxMin.Text = "";
}
List <KeyValuePair <DateTime, double> > data;
int parameterID = XMLWork.FindIDWithName(parameterName, Properties.Settings.Default.Languages);
var scadaName = XMLWork.FindScadaNameWithID(parameterID);
if (scadaName.StartsWith("Def"))
{
data = (from row in TrainData.Train
select new KeyValuePair <DateTime, double>(row.Date, (double)row.Output[parameterID])).ToList();
}
else
{
data = (from row in TrainData.Train
select new KeyValuePair <DateTime, double>(row.Date, (double)row.Input[parameterID])).ToList();
}
/* double min, max;
* min = String.IsNullOrWhiteSpace(TextBoxMin.Text) ? data.Min(item => item.Value) : double.Parse(TextBoxMin.Text);
* TextBoxMin.Text = min.ToString();
* max = String.IsNullOrWhiteSpace(TextBoxMax.Text) ? data.Max(item => item.Value) : double.Parse(TextBoxMax.Text);
* TextBoxMax.Text = max.ToString();*/
if (options.log)
{
data = data.Where(item => item.Value != 0).ToList();
List <KeyValuePair <DateTime, double> > keyValuePairs = new List <KeyValuePair <DateTime, double> >();
foreach (var d in data)
{
keyValuePairs.Add(new KeyValuePair <DateTime, double>(d.Key, Math.Round(Math.Log(d.Value), 2)));
}
data = keyValuePairs;
if (!String.IsNullOrWhiteSpace(TextBoxMin.Text) || !String.IsNullOrWhiteSpace(TextBoxMin.Text))
{
if (data.Max(n => n.Value) < Convert.ToDouble(TextBoxMax.Text) || data.Min(n => n.Value) > Convert.ToDouble(TextBoxMin.Text))
{
TextBoxMin.Text = "";
TextBoxMax.Text = "";
}
}
}
if (options.unlog)
{
List <KeyValuePair <DateTime, double> > keyValuePairs = new List <KeyValuePair <DateTime, double> >();
foreach (var d in data)
{
keyValuePairs.Add(new KeyValuePair <DateTime, double>(d.Key, Math.Round(Math.Exp(d.Value), 2)));
}
data = keyValuePairs;
TextBoxMin.Text = "";
TextBoxMax.Text = "";
}
if (options.sigma)
{
List <KeyValuePair <DateTime, double> > dataControl;
double expectedValue = data.Sum(item => item.Value) / data.Count;
double standartDeviation = Math.Sqrt(data.Sum(item => Math.Pow(item.Value - expectedValue, 2)) / (data.Count - 1));
do
{
data = data.Where(item => item.Value > (expectedValue - 3 * standartDeviation) && item.Value < (expectedValue + 3 * standartDeviation)).ToList();
expectedValue = data.Sum(item => item.Value) / data.Count;
standartDeviation = Math.Sqrt(data.Sum(item => Math.Pow(item.Value - expectedValue, 2)) / (data.Count - 1));
double a = expectedValue - 3 * standartDeviation;
double b = expectedValue + 3 * standartDeviation;
dataControl = data.Where(item => item.Value <= a || item.Value >= b).ToList();
} while (dataControl.Count() > 0);
}
double min, max;
if (options.language)
{
TextBoxMin.Text = TextBoxMin.Text.Replace(".", ",");
TextBoxMax.Text = TextBoxMax.Text.Replace(".", ",");
}
else
{
TextBoxMin.Text = TextBoxMin.Text.Replace(",", ".");
TextBoxMax.Text = TextBoxMax.Text.Replace(",", ".");
}
min = String.IsNullOrWhiteSpace(TextBoxMin.Text) ? data.Min(item => item.Value) : double.Parse(TextBoxMin.Text);
TextBoxMin.Text = min.ToString();
max = String.IsNullOrWhiteSpace(TextBoxMax.Text) ? data.Max(item => item.Value) : double.Parse(TextBoxMax.Text);
TextBoxMax.Text = max.ToString();
if (options.minmax)
{
data = data.Where(item => item.Value >= min && item.Value <= max).ToList();
}
dataResult = data;
ShowChart1(data, parameterName);
ShowChart2(data, parameterName);
}