public float[,] StatsDatArray()
{
if (this.StatsDataList == null && this.TheLJVScanSummary.StatsDataPath == null)
{
GenerateStatsData();
}
else
{
LoadStatsDataIntoList(TheLJVScanSummary.StatsDataPath);
}
var datum = new LJVStatsDatum();
int propertiesCount = datum.GetType().GetProperties().Count();
var propertiesArray = datum.GetType().GetProperties();
float[,] dataArray = new float[1, propertiesCount];
dataArray = new float[StatsDataList.Count, propertiesCount];
for (int i = 0; i < StatsDataList.Count; i++)
{
datum = StatsDataList[i];
for (int j = 0; j < propertiesCount; j++)
{
float arrval = 0;
var datPropType = datum.GetType().GetProperty(propertiesArray[j].Name);
var datPropInstance = datPropType.GetValue(datum) as Nullable <decimal>;
arrval = (float)(datPropInstance ?? 0);
dataArray[i, j] = arrval;
}
}
return(dataArray);
}
public List <LJVStatsDatum> LJVStatsData(List <List <FullLJVDatum> > dataLists)
{
List <LJVStatsDatum> statsDataList = new List <LJVStatsDatum>();
//find each unique voltage point
HashSet <decimal> voltagePoints = new HashSet <decimal>();
foreach (List <FullLJVDatum> list in dataLists)
{
foreach (FullLJVDatum d in list)
{
voltagePoints.Add(d.Voltage);
}
}
//loop through ever list and calculate mean/stdDev for each voltage (if it exists)
foreach (decimal voltage in voltagePoints)
{
LJVStatsDatum statsDatum = new LJVStatsDatum();
List <FullLJVDatum> dataAtVoltage = new List <FullLJVDatum>();
foreach (List <FullLJVDatum> list in dataLists)
{
int index = list.FindIndex(x => x.Voltage == voltage);
if (index >= 0)//FindIndex returns -1 if element doesn't exist
{
dataAtVoltage.Add(list[index]);
}
}
}
return(statsDataList);
}
/// <summary>
/// XD
/// </summary>
/// <param name="dataList"></param>
/// <returns></returns>
private LJVStatsDatum StatsDatumFromFullLJVList(List <FullLJVDatum> dataList)
{
LJVStatsDatum statsDatum = new LJVStatsDatum();
List <double> currentDensities = new List <double>();
List <double> resistances = new List <double>();
List <double> photoCurrents = new List <double>();
List <double> luminances = new List <double>();
List <double> currentEffs = new List <double>();
List <double> powerEffs = new List <double>();
List <double> EQEs = new List <double>();
List <double> CIExs = new List <double>();
List <double> CIEys = new List <double>();
foreach (FullLJVDatum fd in dataList)
{
currentDensities.Add(Convert.ToDouble(fd.CurrentDensity));
//Debug.WriteLine("currentDensity = " + fd.CurrentDensity);
resistances.Add(Convert.ToDouble(fd.Resistance));
photoCurrents.Add(Convert.ToDouble((fd.PhotoCurrentA + fd.PhotoCurrentB) / 2.0m));
luminances.Add(Convert.ToDouble(fd.Luminance));
currentEffs.Add(Convert.ToDouble(fd.CurrentEff));
powerEffs.Add(Convert.ToDouble(fd.PowerEff));
EQEs.Add(Convert.ToDouble(fd.EQE));
CIExs.Add(Convert.ToDouble(fd.CameraCIEx));
CIEys.Add(Convert.ToDouble(fd.CameraCIEy));
}
statsDatum.Voltage = dataList.First().Voltage;
StatsBase calculator = new StatsBase();
calculator.PopulateStatsFromArrayAndRound(currentDensities.ToArray(), 13);
statsDatum.MeanCurrentDensity = Convert.ToDecimal(calculator.Mean);
statsDatum.CurrentDensityStdDev = Convert.ToDecimal(calculator.StdDev);
//Debug.WriteLine("statsDatum.MeanCurrentDensity = " + statsDatum.MeanCurrentDensity);
//Debug.WriteLine("statsDatum.CurrentDensityStdDev = " + statsDatum.CurrentDensityStdDev);
calculator.PopulateStatsFromArrayAndRound(resistances.ToArray(), 13);
statsDatum.MeanResistance = Convert.ToDecimal(calculator.Mean);
statsDatum.ResistanceStdDev = Convert.ToDecimal(calculator.StdDev);
calculator.PopulateStatsFromArrayAndRound(photoCurrents.ToArray(), 13);
statsDatum.MeanPhotoCurrent = Convert.ToDecimal(calculator.Mean);
statsDatum.PhotoCurrentStdDev = Convert.ToDecimal(calculator.StdDev);
calculator.PopulateStatsFromArrayAndRound(luminances.ToArray(), 13);
statsDatum.MeanLuminance = Convert.ToDecimal(calculator.Mean);
statsDatum.LuminanceStdDev = Convert.ToDecimal(calculator.StdDev);
calculator.PopulateStatsFromArrayAndRound(currentEffs.ToArray(), 13);
statsDatum.MeanCurrentEff = Convert.ToDecimal(calculator.Mean);
statsDatum.CurrentEffStdDev = Convert.ToDecimal(calculator.StdDev);
calculator.PopulateStatsFromArrayAndRound(powerEffs.ToArray(), 13);
statsDatum.MeanPowerEff = Convert.ToDecimal(calculator.Mean);
statsDatum.PowerEffStdDev = Convert.ToDecimal(calculator.StdDev);
calculator.PopulateStatsFromArrayAndRound(EQEs.ToArray(), 13);
statsDatum.MeanEQE = Convert.ToDecimal(calculator.Mean);
statsDatum.EQEStdDev = Convert.ToDecimal(calculator.StdDev);
calculator.PopulateStatsFromArrayAndRound(CIExs.ToArray(), 13);
statsDatum.MeanCameraCIEx = Convert.ToDecimal(calculator.Mean);
statsDatum.CameraCIExStdDev = Convert.ToDecimal(calculator.StdDev);
calculator.PopulateStatsFromArrayAndRound(CIEys.ToArray(), 13);
statsDatum.MeanCameraCIEy = Convert.ToDecimal(calculator.Mean);
statsDatum.CameraCIEyStdDev = Convert.ToDecimal(calculator.StdDev);
return(statsDatum);
}
