/// <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);
}
private void SetStatsDataPath()
{
string firstRawDat = LJVScanVMCollection.First().TheLJVScan.RawDATFilePath;
_statsDataPath = firstRawDat.Remove(firstRawDat.LastIndexOf("_"));
_statsDataPath = _statsDataPath.Replace("Raw Data", "Statistical Data");
string directoryCheck = _statsDataPath.Remove(_statsDataPath.LastIndexOf(@"\"));
Directory.CreateDirectory(directoryCheck);
_statsDataPath = string.Concat(_statsDataPath, ".statsDAT");
TheLJVScanSummary.StatsDataPath = _statsDataPath;
//ctx.Entry(TheLJVScanSummary).State = System.Data.Entity.EntityState.Modified;
ctx.SaveChanges();
Debug.WriteLine("_statsDataPath = " + _statsDataPath);
}
