/// <summary>
/// Step through and calculate means+std devs for each voltage in .fullDATs
/// </summary>
public void GenerateStatsData()
{
StackTrace st = new StackTrace();
Debug.WriteLine("GenerateStatsData() caller name: " + st.GetFrame(1).GetMethod().Name);
StatsDataList = new List <LJVStatsDatum>();
//remove scans where pixel did not light up
for (int i = 0; i < LJVScanVMCollection.Count; i++)
{
if (!LJVScanVMCollection[i].TheLJVScan.PixelLitUp ?? false)
{
Debug.WriteLine(LJVScanVMCollection[i].TheLJVScan.DeviceLJVScanSummary.Device.Label + LJVScanVMCollection[i].TheLJVScan.Pixel.Site + " did not light up");
LJVScanVMCollection.Remove(LJVScanVMCollection[i]);
}
}
//first find the maximum voltage across all LJVScans
decimal maxVoltage = 0;
LJVScanVM maxScan = new LJVScanVM();
foreach (LJVScanVM scan in LJVScanVMCollection)
{
try
{
if (scan.FullLJVDataList.Count != scan.RawLJVDataList.Count)
{
scan.GenerateFullLJVData();
}
var scanMax = scan.FullLJVDataList.Max(x => x.Voltage);
if (scanMax > maxVoltage)
{
maxVoltage = scanMax;
maxScan = scan;
}
}
catch (Exception e)
{
Debug.WriteLine("LJVScanSummaryVM GenerateStatsData error: " + e.ToString());
}
}
//assume that the StepSize is constant and loop through each step in maxScan
for (int i = 0; i < maxScan.FullLJVDataList.Count; i++)
{
List <FullLJVDatum> dataAtVoltage = new List <FullLJVDatum>();
foreach (LJVScanVM scan in LJVScanVMCollection)
{
if (scan.FullLJVDataList.Count >= i)
{
FullLJVDatum datumAtIndex = scan.FullLJVDataList.Where(x => x.Voltage == maxScan.FullLJVDataList[i].Voltage).FirstOrDefault();
if (datumAtIndex != null)
{
dataAtVoltage.Add(datumAtIndex);
}
}
}
StatsDataList.Add(StatsDatumFromFullLJVList(dataAtVoltage));
}
SetStatsDataPath();
DataProcessingService.WriteIENumberableToCSV(StatsDataList, _statsDataPath);
}
public string[,] FullDatArray()
{
var datum = new FullLJVDatum();
var type = datum.GetType();
var datumProps = new List <PropertyInfo>(type.GetProperties());
List <PropertyInfo> ignoredProps = new List <PropertyInfo>()
{
typeof(FullLJVDatum).GetProperty("ELSpecPath"),
typeof(FullLJVDatum).GetProperty("ELSpecData")
};
//remove ignored props from datumProps
foreach (PropertyInfo p in ignoredProps)
{
if (p != null)
{
for (int i = datumProps.Count - 1; i >= 0; i--)
{
if (datumProps[i].Name == p.Name)
{
datumProps.RemoveAt(i);
}
}
}
}
string[,] dataArray = new string[FullLJVDataList.Count, datumProps.Count()];
//load values into array by property name with reflection
for (int i = 0; i < FullLJVDataList.Count; i++)
{
int propsCounter = 0;
foreach (PropertyInfo p in datumProps)
{
//Debug.WriteLine("datumProps.Name: " + p.Name);
if (FullLJVDataList[i].GetType().GetProperty(p.Name) != null)
{
var value = (FullLJVDataList[i].GetType().GetProperty(p.Name).GetValue(FullLJVDataList[i], null) ?? "").ToString();
dataArray[i, propsCounter] = value;
propsCounter++;
}
}
}
return(dataArray);
}
private void ConstructFullLJVDataListAndCSV(string fp)
{
FullLJVDataList = new List <FullLJVDatum>();
foreach (RawLJVDatum rawdat in RawLJVDataList)
{
try
{
ProcessedLJVDatum procdat = ProcLJVDataList.Where(x => x.Voltage == rawdat.Voltage).First();
FullLJVDatum newDatum = new FullLJVDatum();
if (rawdat.PhotoCurrentA != 0)
{
newDatum = new FullLJVDatum()
{
Voltage = rawdat.Voltage,
Current = rawdat.Current,
CurrentDensity = procdat.CurrentDensity,
Resistance = rawdat.Resistance,
PhotoCurrentA = rawdat.PhotoCurrentA,
PhotoCurrentB = rawdat.PhotoCurrentB,
PhotoCurrentC = rawdat.PhotoCurrentC,
CameraCIEx = rawdat.CameraCIEx,
CameraCIEy = rawdat.CameraCIEy,
CameraLuminance = rawdat.CameraLuminance,
Luminance = procdat.Luminance,
CurrentEff = procdat.CurrentEff,
PowerEff = procdat.PowerEff,
EQE = procdat.EQE,
PCurrChangePercent = ((rawdat.PhotoCurrentC / rawdat.PhotoCurrentA) - 1) * 100,
TimeStamp = rawdat.TimeStamp
//generate method to find ELSpecPaths from SpectrumAtEachStep function
};
}
FullLJVDataList.Add(newDatum);
}
catch (Exception e)
{
Debug.WriteLine("error at LJVScanVM ConstructFullLJVDataListAndCSV: " + e.ToString());
}
}
DataProcessingService.WriteIENumberableToCSV(FullLJVDataList, fp);
}
