def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
ROOT.gPad.SetLogy(0)
# TH2D
ChipNo = self.ParentObject.Attributes['ChipNo']
self.HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
if self.isDigitalROC:
ModuleTypes = ['Digital', 'Analog']
else:
ModuleTypes = ['Analog', 'Digital']
try:
histname = self.HistoDict.get(self.NameSingle, ModuleTypes[0])
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle,
histname, rocNo=ChipNo).Clone(
self.GetUniqueID())
except:
histname = self.HistoDict.get(self.NameSingle, ModuleTypes[1])
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle,
histname, rocNo=ChipNo).Clone(
self.GetUniqueID())
threshold = self.CheckBumpBondingProblems()
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("")
if not self.isDigitalROC:
self.ResultData['Plot']['ROOTObject'].GetZaxis().SetRangeUser(
self.TestResultEnvironmentObject.GradingParameters['minThrDiff'],
self.TestResultEnvironmentObject.GradingParameters['maxThrDiff'])
else:
# self.ResultData['Plot']['ROOTObject'].GetZaxis().SetRangeUser(0,255)
#minZ = self.ParentObject.ResultData['SubTestResults']['BumpBonding'].ResultData['Plot'][
# 'ROOTObject'].FindFirstBinAbove(.9)
#minZ = self.ParentObject.ResultData['SubTestResults']['BumpBonding'].ResultData['Plot'][
# 'ROOTObject'].GetXaxis().GetBinLowEdge(minZ)
#self.ResultData['Plot']['ROOTObject'].GetZaxis().SetRangeUser(minZ, threshold)
self.ResultData['Plot']['ROOTObject'].GetZaxis().SetRangeUser(-5, 5)
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column No.")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row No.")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetZaxis().SetTitle("#Delta Threshold [#sigma]")
self.ResultData['Plot']['ROOTObject'].GetZaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw("colz")
self.ResultData['Plot']['ROOTObject2'] = self.ResultData['Plot']['ROOTObject'].Clone(self.GetUniqueID())
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
self.Title = 'Bump Bonding Problems: C{ChipNo}'.format(ChipNo=self.chipNo)
self.ResultData['KeyValueDictPairs']['DeadBumps']['Value'] = self.DeadBumpList
self.ResultData['KeyValueDictPairs']['NDeadBumps']['Value'] = len(self.DeadBumpList)
self.ResultData['KeyList'].append('NDeadBumps')
def PopulateResultData(self):
ChipNo = self.ParentObject.Attributes['ChipNo']
rootFileHandle = self.ParentObject.ParentObject.ParentObject.Attributes['ROOTFiles']['HREfficiency_{Rate}'.format(Rate=self.Attributes['Rate'])]
try:
histogramName = self.ParentObject.ParentObject.ParentObject.ParentObject.HistoDict.get('HighRate', 'EfficiencyMap').format(ChipNo=self.ParentObject.Attributes['ChipNo'])
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(rootFileHandle, histogramName).Clone(self.GetUniqueID())
except:
histogramName = self.ParentObject.ParentObject.ParentObject.ParentObject.HistoDict.get('HighRate2', 'EfficiencyMap').format(ChipNo=self.ParentObject.Attributes['ChipNo'])
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(rootFileHandle, histogramName).Clone(self.GetUniqueID())
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(rootFileHandle, histogramName).Clone(self.GetUniqueID())
if self.ResultData['Plot']['ROOTObject']:
ROOT.gStyle.SetOptStat(0)
self.Canvas.Clear()
self.ResultData['Plot']['ROOTObject'].SetTitle("");
#self.ResultData['Plot']['ROOTObject'].GetXaxis().SetRangeUser(-50., 50.);
#self.ResultData['Plot']['ROOTObject'].GetYaxis().SetRangeUser(0.5, 5.0 * self.ResultData['Plot'][
# 'ROOTObject'].GetMaximum())
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column");
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row");
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle();
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5);
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle();
self.ResultData['Plot']['ROOTObject'].Draw('colz');
self.Title = 'Efficiency Map {Rate}: C{ChipNo}'.format(ChipNo=self.ParentObject.Attributes['ChipNo'],Rate=self.Attributes['Rate'])
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
# self.ResultData['Plot']['ROOTObject'] = ROOT.TH2D(self.GetUniqueID(), "", self.nCols, 0., self.nCols, self.nRows, 0., self.nRows ) # htm
# TH2D
ChipNo = self.ParentObject.Attributes['ChipNo']
HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
if HistoDict.has_option(self.NameSingle, 'TrimBits'):
histname = HistoDict.get(self.NameSingle, 'TrimBits')
root_object = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo=ChipNo)
self.ResultData['Plot']['ROOTObject'] = root_object.Clone(self.GetUniqueID())
else:
histname = HistoDict.get(self.NameSingle, 'TrimBitMap')
root_object = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo=ChipNo)
self.ResultData['Plot']['ROOTObject'] = ROOT.TH1F(self.GetUniqueID(), 'TrimBitDistribution', 17, -.5, 16.5)
for col in range(self.nCols): # Columns
for row in range(self.nRows): # Rows
entry = root_object.GetBinContent(col + 1, row + 1)
self.ResultData['Plot']['ROOTObject'].Fill(entry)
mean = 0
rms = 0
if self.ResultData['Plot']['ROOTObject']:
# for i in range(self.nCols): # Columns
# for j in range(self.nRows): # Rows
# self.ResultData['Plot']['ROOTObject'].SetBinContent(i+1, j+1, self.ResultData['Plot']['ROOTObject_TrimMap'].GetBinContent(i+1, j+1))
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].SetFillStyle(3002)
self.ResultData['Plot']['ROOTObject'].SetLineColor(ROOT.kBlack)
#self.ResultData['Plot']['ROOTObject'].GetZaxis().SetRangeUser(0., self.nTotalChips);
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Trim bits")
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetRangeUser(0, 15)
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("entries")
# self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column No.");
# self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row No.");
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw('')
mean = self.ResultData['Plot']['ROOTObject'].GetMean()
rms = self.ResultData['Plot']['ROOTObject'].GetRMS()
self.ResultData['KeyValueDictPairs'] = {
'mu': {
'Value': '{0:1.2f}'.format(mean),
'Label': 'μ'
},
'sigma': {
'Value': '{0:1.2f}'.format(rms),
'Label': 'σ'
}
}
self.ResultData['KeyList'] = ['mu', 'sigma']
if self.SavePlotFile:
self.Canvas.SaveAs(self.GetPlotFileName())
self.ResultData['Plot']['Enabled'] = 1
self.Title = 'Trim Bits'
self.ResultData['Plot']['ImageFile'] = self.GetPlotFileName()
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(1)
self.ResultData['Plot']['ROOTObject'] =ROOT.TH1D(self.GetUniqueID(), "", 100, 0., 600.) # hw
self.ResultData['Plot']['ROOTObject_hd'] =ROOT.TH1D(self.GetUniqueID(), "", 100, 0., 600.) #Noise in unbonded pixel (not displayed) # hd
self.ResultData['Plot']['ROOTObject_ht'] = ROOT.TH2D(self.GetUniqueID(), "", self.nCols, 0., self.nCols, self.nRows, 0., self.nRows) # ht
isDigitalROC = False
ChipNo = self.ParentObject.Attributes['ChipNo']
HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
self.ResultData['Plot']['ROOTObject_h2'] = None
if HistoDict.has_option(self.NameSingle,'Analog'):
histname = HistoDict.get(self.NameSingle,'Analog')
object = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo = ChipNo)
if object != None:
self.ResultData['Plot']['ROOTObject_h2'] = object.Clone(self.GetUniqueID())
if not self.ResultData['Plot']['ROOTObject_h2']:
isDigitalROC = True
histname = HistoDict.get(self.NameSingle,'Digital')
object = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo = ChipNo)
if object != None:
self.ResultData['Plot']['ROOTObject_h2'] = object.Clone(self.GetUniqueID())
if not self.ResultData['Plot']['ROOTObject_h2']:
self.ResultData['HiddenData']['NoDatFile'] = True
print 'Cannot find Histogram ',HistoDict.get(self.NameSingle,'Digital'),HistoDict.has_option(self.NameSingle,'Analog')
print[x.GetName() for x in self.ParentObject.ParentObject.FileHandle.GetListOfKeys()]
print 'NameSingle: ', self.NameSingle
def PopulateResultData(self):
ChipNo = self.ParentObject.Attributes['ChipNo']
histogramName = self.ParentObject.ParentObject.ParentObject.ParentObject.HistoDict.get('HighRate', 'CalDelScan').format(ChipNo=self.ParentObject.Attributes['ChipNo'])
histogramName2 = self.ParentObject.ParentObject.ParentObject.ParentObject.HistoDict.get('HighRate2', 'CalDelScan').format(ChipNo=self.ParentObject.Attributes['ChipNo'])
self.Canvas.Clear()
if 'CalDelScan' in self.ParentObject.ParentObject.ParentObject.Attributes['ROOTFiles']:
rootFileHandle = self.ParentObject.ParentObject.ParentObject.Attributes['ROOTFiles']['CalDelScan']
try:
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(rootFileHandle, histogramName).Clone(self.GetUniqueID())
except:
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(rootFileHandle, histogramName2).Clone(self.GetUniqueID())
if self.ResultData['Plot']['ROOTObject']:
ROOT.gStyle.SetOptStat(0)
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("CalDel")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Efficiency")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw()
self.Title = 'CalDel scan: C{ChipNo}'.format(ChipNo=self.ParentObject.Attributes['ChipNo'])
self.SaveCanvas()
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
ROOT.gPad.SetLogy(1);
mean = -9999
rms = -9999
nBumpBondingProblems = 0;
nSigma = self.TestResultEnvironmentObject.GradingParameters['BumpBondingProblemsNSigma']
# TH1D
ChipNo = self.ParentObject.Attributes['ChipNo']
self.HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
try:
histname = self.ParentObject.ParentObject.ParentObject.HistoDict.get(self.NameSingle, 'Analog')
object = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo=ChipNo)
self.ResultData['Plot']['ROOTObject'] = object.Clone(self.GetUniqueID())
except:
histname = self.ParentObject.ParentObject.ParentObject.HistoDict.get(self.NameSingle, 'Digital')
object = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo=ChipNo)
self.ResultData['Plot']['ROOTObject'] = object.Clone(self.GetUniqueID())
if self.ResultData['Plot']['ROOTObject']:
self.Canvas.Clear()
self.ResultData['Plot']['ROOTObject'].SetTitle("");
if not self.Attributes['isDigitalROC']:
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetRangeUser(-50., 50.);
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetRangeUser(0.5, 5.0 * self.ResultData['Plot'][
'ROOTObject'].GetMaximum())
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Threshold difference");
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("No. of Entries");
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle();
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5);
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle();
self.ResultData['Plot']['ROOTObject'].Draw();
mean = self.ResultData['Plot']['ROOTObject'].GetMean()
rms = self.ResultData['Plot']['ROOTObject'].GetRMS()
startbin = self.ResultData['Plot']['ROOTObject'].FindBin(nSigma)
for bin in range(startbin, self.ResultData['Plot']['ROOTObject'].GetNbinsX() + 1):
nBumpBondingProblems += self.ResultData['Plot']['ROOTObject'].GetBinContent(bin)
self.Cut = ROOT.TCutG('bumpBondingThreshold', 2)
self.Cut.SetPoint(0, nSigma, -1e9)
self.Cut.SetPoint(1, nSigma, +1e9)
self.Cut.SetLineWidth(2)
self.Cut.SetLineStyle(2)
self.Cut.SetLineColor(ROOT.kRed)
self.Cut.Draw('PL')
self.Title = 'Bump Bonding: C{ChipNo}'.format(ChipNo=self.ParentObject.Attributes['ChipNo'])
self.SaveCanvas()
self.ResultData['KeyValueDictPairs']['Mean']['Value'] = round(mean, 2)
self.ResultData['KeyList'].append('Mean')
self.ResultData['KeyValueDictPairs']['RMS']['Value'] = round(rms, 2)
self.ResultData['KeyList'].append('RMS')
self.ResultData['KeyValueDictPairs']['Threshold']['Value'] = round(nSigma, 2)
self.ResultData['KeyList'].append('Threshold')
if self.Attributes['isDigitalROC']:
self.ResultData['KeyValueDictPairs']['nSigma']['Value'] = nSigma
self.ResultData['KeyValueDictPairs']['nBumpBondingProblems']['Value'] = round(nBumpBondingProblems, 0)
self.ResultData['KeyList'].append('nSigma')
self.ResultData['KeyList'].append('nBumpBondingProblems')
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
ROOT.gPad.SetLogy(0)
# TH2D
ChipNo = self.ParentObject.Attributes['ChipNo']
self.HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
if self.isDigitalROC:
ModuleTypes = ['Digital', 'Analog']
else:
ModuleTypes = ['Analog', 'Digital']
try:
histname = self.HistoDict.get(self.NameSingle, ModuleTypes[0])
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle,
histname, rocNo=ChipNo).Clone(
self.GetUniqueID())
except:
histname = self.HistoDict.get(self.NameSingle, ModuleTypes[1])
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle,
histname, rocNo=ChipNo).Clone(
self.GetUniqueID())
threshold = self.CheckBumpBondingProblems()
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("")
if not self.isDigitalROC:
self.ResultData['Plot']['ROOTObject'].GetZaxis().SetRangeUser(
self.TestResultEnvironmentObject.GradingParameters['minThrDiff'],
self.TestResultEnvironmentObject.GradingParameters['maxThrDiff'])
else:
# self.ResultData['Plot']['ROOTObject'].GetZaxis().SetRangeUser(0,255)
minZ = self.ParentObject.ResultData['SubTestResults']['BumpBonding'].ResultData['Plot'][
'ROOTObject'].FindFirstBinAbove(.9)
minZ = self.ParentObject.ResultData['SubTestResults']['BumpBonding'].ResultData['Plot'][
'ROOTObject'].GetXaxis().GetBinLowEdge(minZ)
self.ResultData['Plot']['ROOTObject'].GetZaxis().SetRangeUser(minZ, threshold)
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column No.")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row No.")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetZaxis().SetTitle("#Delta Threshold [DAC]")
self.ResultData['Plot']['ROOTObject'].GetZaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw("colz")
self.ResultData['Plot']['ROOTObject2'] = self.ResultData['Plot']['ROOTObject'].Clone(self.GetUniqueID())
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
self.Title = 'Bump Bonding Problems: C{ChipNo}'.format(ChipNo=self.chipNo)
self.ResultData['KeyValueDictPairs']['DeadBumps']['Value'] = self.DeadBumpList
self.ResultData['KeyValueDictPairs']['NDeadBumps']['Value'] = len(self.DeadBumpList)
self.ResultData['KeyList'].append('NDeadBumps')
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0);
ROOT.gPad.SetLogy(1);
# TH1D
ChipNo=self.ParentObject.Attributes['ChipNo']
HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
histname = HistoDict.get(self.NameSingle,'TrimBit0')
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo = ChipNo).Clone(self.GetUniqueID())
# TH1D
histname = HistoDict.get(self.NameSingle,'TrimBit1')
self.ResultData['Plot']['ROOTObject_TrimBit13'] = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo = ChipNo).Clone(self.GetUniqueID())
# TH1D
histname = HistoDict.get(self.NameSingle,'TrimBit2')
self.ResultData['Plot']['ROOTObject_TrimBit11'] = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo = ChipNo).Clone(self.GetUniqueID())
# TH1D
histname = HistoDict.get(self.NameSingle,'TrimBit3')
self.ResultData['Plot']['ROOTObject_TrimBit7'] = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo = ChipNo).Clone(self.GetUniqueID())
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("");
self.ResultData['Plot']['ROOTObject'].SetAxisRange(0., 60.);
self.ResultData['Plot']['ROOTObject'].SetMinimum(0.5);
self.ResultData['Plot']['ROOTObject'].SetLineColor(ROOT.kBlack);
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Threshold difference");
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("No. of Entries");
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle();
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5);
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle();
self.ResultData['Plot']['ROOTObject'].Draw();
self.ResultData['Plot']['ROOTObject_TrimBit13'].SetLineColor(ROOT.kRed);
self.ResultData['Plot']['ROOTObject_TrimBit13'].Draw('same');
self.ResultData['Plot']['ROOTObject_TrimBit11'].SetLineColor(ROOT.kBlue);
self.ResultData['Plot']['ROOTObject_TrimBit11'].Draw('same');
self.ResultData['Plot']['ROOTObject_TrimBit7'].SetLineColor(ROOT.kGreen);
self.ResultData['Plot']['ROOTObject_TrimBit7'].Draw('same');
Legend = ROOT.TLegend(0.5, 0.67, 0.84, 0.89, '', 'brNDC')
Legend.AddEntry(self.ResultData['Plot']['ROOTObject'], 'Trim Value 14', 'l')
Legend.AddEntry(self.ResultData['Plot']['ROOTObject_TrimBit13'], 'Trim Value 13', 'l')
Legend.AddEntry(self.ResultData['Plot']['ROOTObject_TrimBit11'], 'Trim Value 11', 'l')
Legend.AddEntry(self.ResultData['Plot']['ROOTObject_TrimBit7'], 'Trim Value 7', 'l')
Legend.Draw()
if self.SavePlotFile:
self.Canvas.SaveAs(self.GetPlotFileName())
self.ResultData['Plot']['Enabled'] = 1
self.Title = 'Trim Bit Test'
self.ResultData['Plot']['ImageFile'] = self.GetPlotFileName()
def PopulateResultData(self):
try:
if self.ParentObject.ParentObject.ParentObject.nTrigPixelAlive:
if self.ParentObject.ParentObject.ParentObject.nTrigPixelAlive != self.PixelMapMaxValue:
print "PixelAliveMap: ntrig = %d from testParameters.dat is used instead of value from gradingParameters.cfg"%self.ParentObject.ParentObject.ParentObject.nTrigPixelAlive
self.PixelMapMaxValue = self.ParentObject.ParentObject.ParentObject.nTrigPixelAlive
except:
pass
ROOT.gStyle.SetOptStat(0)
ROOT.gPad.SetLogy(0)
# TH2D
self.HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
ChipNo=self.ParentObject.Attributes['ChipNo']
if self.HistoDict.has_option(self.NameSingle,'PixelMap'):
histname = self.HistoDict.get(self.NameSingle,'PixelMap')
object = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo = ChipNo)
self.ResultData['Plot']['ROOTObject'] = object.Clone(self.GetUniqueID())
elif self.HistoDict.has_option(self.NameSingle,'Calibrate') and self.HistoDict.has_option(self.NameSingle,'Mask'):
# TO BE CHECKED
histname_Calibrate = self.HistoDict.get(self.NameSingle,'Calibrate')
self.ResultData['Plot']['ROOTObject_Calibrate'] = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname_Calibrate, rocNo = ChipNo).Clone(self.GetUniqueID())
histname_Mask = self.HistoDict.get(self.NameSingle,'Mask')
self.ResultData['Plot']['ROOTObject_Mask'] = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname_Mask, rocNo = ChipNo).Clone(self.GetUniqueID())
if not self.ResultData['Plot']['ROOTObject_Mask'] or not self.ResultData['Plot']['ROOTObject_Calibrate']:
raise Exception('Cannot create PixelMap because of not found histos Mask: %s, Calibrate: %s'%(
self.ResultData['Plot']['ROOTObject_Mask'],
self.ResultData['Plot']['ROOTObject_Calibrate'],
))
self.ResultData['Plot']['ROOTObject'] = self.ResultData['Plot']['ROOTObject_Calibrate'].Clone(self.GetUniqueID())
nXbins = self.ResultData['Plot']['ROOTObject'].GetNbinsX()
nYbins = self.ResultData['Plot']['ROOTObject'].GetNbinsY()
for xbin in range(1,nXbins+1):
for ybin in range(1,nYbins+1):
binContent = self.ResultData['Plot']['ROOTObject_Mask'].GetBinContent(xbin,ybin)
if (self.ParentObject.ParentObject.ParentObject.testSoftware == 'pxar' and binContent < -0.5) or (self.ParentObject.ParentObject.ParentObject.testSoftware != 'pxar' and binContent != 0):
if self.verbose: print 'MaskProblem with %d/%d'%(xbin,ybin)
self.ResultData['Plot']['ROOTObject'].SetBinContent(xbin,ybin,-1)
self.CheckPixelAlive()
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("");
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column No.");
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row No.");
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle();
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5);
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle();
self.ResultData['Plot']['ROOTObject'].GetZaxis().SetTitle("No. of Readouts");
self.ResultData['Plot']['ROOTObject'].GetZaxis().CenterTitle();
self.ResultData['Plot']['ROOTObject'].Draw('colz');
self.Title = 'Pixel Map: C{ChipNo}'.format(ChipNo=self.ParentObject.Attributes['ChipNo'])
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
def PopulateResultData(self):
try:
if self.ParentObject.ParentObject.ParentObject.nTrigPixelAlive:
if self.ParentObject.ParentObject.ParentObject.nTrigPixelAlive != self.PixelMapMaxValue:
print "PixelAliveMap: ntrig = %d from testParameters.dat is used instead of value from gradingParameters.cfg"%self.ParentObject.ParentObject.ParentObject.nTrigPixelAlive
self.PixelMapMaxValue = self.ParentObject.ParentObject.ParentObject.nTrigPixelAlive
except:
pass
ROOT.gStyle.SetOptStat(0)
ROOT.gPad.SetLogy(0)
# TH2D
self.HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
ChipNo=self.ParentObject.Attributes['ChipNo']
if self.HistoDict.has_option(self.NameSingle,'PixelMap'):
histname = self.HistoDict.get(self.NameSingle,'PixelMap')
object = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo = ChipNo)
self.ResultData['Plot']['ROOTObject'] = object.Clone(self.GetUniqueID())
elif self.HistoDict.has_option(self.NameSingle,'Calibrate') and self.HistoDict.has_option(self.NameSingle,'Mask'):
# TO BE CHECKED
histname_Calibrate = self.HistoDict.get(self.NameSingle,'Calibrate')
self.ResultData['Plot']['ROOTObject_Calibrate'] = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname_Calibrate, rocNo = ChipNo).Clone(self.GetUniqueID())
histname_Mask = self.HistoDict.get(self.NameSingle,'Mask')
self.ResultData['Plot']['ROOTObject_Mask'] = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname_Mask, rocNo = ChipNo).Clone(self.GetUniqueID())
if not self.ResultData['Plot']['ROOTObject_Mask'] or not self.ResultData['Plot']['ROOTObject_Calibrate']:
raise Exception('Cannot create PixelMap because of not found histos Mask: %s, Calibrate: %s'%(
self.ResultData['Plot']['ROOTObject_Mask'],
self.ResultData['Plot']['ROOTObject_Calibrate'],
))
self.ResultData['Plot']['ROOTObject'] = self.ResultData['Plot']['ROOTObject_Calibrate'].Clone(self.GetUniqueID())
nXbins = self.ResultData['Plot']['ROOTObject'].GetNbinsX()
nYbins = self.ResultData['Plot']['ROOTObject'].GetNbinsY()
for xbin in range(1,nXbins+1):
for ybin in range(1,nYbins+1):
binContent = self.ResultData['Plot']['ROOTObject_Mask'].GetBinContent(xbin,ybin)
if (self.ParentObject.ParentObject.ParentObject.testSoftware == 'pxar' and binContent < -0.5) or (self.ParentObject.ParentObject.ParentObject.testSoftware != 'pxar' and binContent != 0):
if self.verbose: print 'MaskProblem with %d/%d'%(xbin,ybin)
self.ResultData['Plot']['ROOTObject'].SetBinContent(xbin,ybin,-1)
self.CheckPixelAlive()
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("");
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column No.");
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row No.");
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle();
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5);
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle();
self.ResultData['Plot']['ROOTObject'].GetZaxis().SetTitle("No. of Readouts");
self.ResultData['Plot']['ROOTObject'].GetZaxis().CenterTitle();
self.ResultData['Plot']['ROOTObject'].Draw('colz');
self.Title = 'Pixel Map: C{ChipNo}'.format(ChipNo=self.ParentObject.Attributes['ChipNo'])
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
ChipNo = self.ParentObject.Attributes['ChipNo']
HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
# load trimbit distribution from .root file or create from trim bit map
if HistoDict.has_option(self.NameSingle, 'TrimBits'):
histname = HistoDict.get(self.NameSingle, 'TrimBits')
root_object = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo=ChipNo)
else:
histname = HistoDict.get(self.NameSingle, 'TrimBitMap')
root_object2 = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo=ChipNo)
root_object = ROOT.TH1F(self.GetUniqueID(), 'TrimBitDistribution', 17, -.5, 16.5)
for col in range(self.nCols): # Columns
for row in range(self.nRows): # Rows
entry = root_object2.GetBinContent(col + 1, row + 1)
root_object.Fill(entry)
self.ResultData['Plot']['ROOTObject'] = ROOT.TH1F(self.GetUniqueID(), 'TrimBitDistribution', 17, -.5, 16.5)
for bin in range(0, root_object.GetNbinsX() + 1):
bin_content = root_object.GetBinContent(bin)
bin_center = int(root_object.GetXaxis().GetBinCenter(bin))
self.ResultData['Plot']['ROOTObject'].Fill(bin_center, bin_content)
mean = 0
rms = 0
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].SetFillStyle(3002)
self.ResultData['Plot']['ROOTObject'].SetLineColor(ROOT.kBlack)
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Trim bits")
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetRangeUser(0, 15)
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("entries")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw('hist')
mean = self.ResultData['Plot']['ROOTObject'].GetMean()
rms = self.ResultData['Plot']['ROOTObject'].GetRMS()
self.ResultData['KeyValueDictPairs'] = {
'mu': {
'Value': '{0:1.2f}'.format(mean),
'Label': 'μ'
},
'sigma': {
'Value': '{0:1.2f}'.format(rms),
'Label': 'RMS'
}
}
self.ResultData['KeyList'] = ['mu', 'sigma']
self.Title = 'Trim Bits'
self.SaveCanvas()
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
ChipNo = self.ParentObject.Attributes['ChipNo']
ROOTFile = self.ParentObject.ParentObject.FileHandle
HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
HistoNameAdcVsDac = HistoDict.get(self.NameSingle, 'AdcVsDac')
HistoNameCurrentVsDac = HistoDict.get(self.NameSingle, 'CurrentVsDac')
try:
HistogramAdcVsDac = HistoGetter.get_histo(ROOTFile, HistoNameAdcVsDac, rocNo=ChipNo).Clone(self.GetUniqueID())
HistogramCurrentVsDac = HistoGetter.get_histo(ROOTFile, HistoNameCurrentVsDac, rocNo=ChipNo).Clone(self.GetUniqueID())
except:
HistogramAdcVsDac = None
HistogramCurrentVsDac = None
if HistogramAdcVsDac and HistogramCurrentVsDac:
NBinsX = HistogramAdcVsDac.GetXaxis().GetNbins()
NBinsX2 = HistogramCurrentVsDac.GetXaxis().GetNbins()
#print "nbins:", NBinsX," ",NBinsX2
#print "ADC vs DAC: ",
#for i in range(NBinsX):
# print HistogramAdcVsDac.GetBinContent(i +1)," ",
#print ""
#print "current vs DAC: ",
#for i in range(NBinsX2):
# print HistogramCurrentVsDac.GetBinContent(i +1)," ",
#print ""
pointListADC = []
pointListCurrent = []
if NBinsX==NBinsX2:
for i in range(NBinsX):
if HistogramAdcVsDac.GetBinContent(i+1)!=0 or HistogramCurrentVsDac.GetBinContent(i+1)!=0:
pointListCurrent.append(HistogramCurrentVsDac.GetBinContent(i+1))
pointListADC.append(HistogramAdcVsDac.GetBinContent(i+1))
pointsADC = array.array('d', pointListADC)
pointsCurrent = array.array('d', pointListCurrent)
numPoints = len(pointsADC)
self.ResultData['Plot']['ROOTObject'] = ROOT.TGraph(numPoints, pointsADC, pointsCurrent)
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].Draw('AP*')
self.Title = 'Iana [ADC]/Iana [mA]'
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.SaveCanvas()
#TODO: Axis label, punkte blau, fit pol 1. ordnung, Graph wegmachen, etc.
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0);
ROOT.gPad.SetLogy(0);
# TH2D
ChipNo = self.ParentObject.Attributes['ChipNo']
self.HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
print 'HistoDict BarePixelMap: ', self.HistoDict
if self.ParentObject.ParentObject.ParentObject.testSoftware=='pxar':
#blablabla = bla(self)
#self.ResultData['Plot']['ROOTObject']=bla.ResultData['Plot']['ROOTObject'];
histname = self.HistoDict.get(self.NameSingle,'Calibrate')
if self.HistoDict.has_option(self.NameSingle,'Calibrate'):
histname = self.HistoDict.get(self.NameSingle,'Calibrate')
object = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo = ChipNo)
self.ResultData['Plot']['ROOTObject'] = object.Clone(self.GetUniqueID())
else:
histname = self.HistoDict.get(self.NameSingle,'BarePixelMap')
if self.HistoDict.has_option(self.NameSingle,'BarePixelMap'):
histname = self.HistoDict.get(self.NameSingle,'BarePixelMap')
object = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo = ChipNo)
if not object:
print 'no Histogram for ChipNo',ChipNo
else:
self.ResultData['Plot']['ROOTObject'] = object.Clone(self.GetUniqueID())
# loop over the histogram and find list of dead pixels
nXbins = self.ResultData['Plot']['ROOTObject'].GetNbinsX()
nYbins = self.ResultData['Plot']['ROOTObject'].GetNbinsY()
for xbin in range(1,nXbins+1):
for ybin in range(1,nYbins+1):
binContent = self.ResultData['Plot']['ROOTObject'].GetBinContent(xbin,ybin)
if binContent ==0:
self.DeadPixelList.add((ChipNo,xbin-1,ybin-1))
if not object:
print 'Inside BarePixelMap ChipNo: ', ChipNo
else:
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column No.")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row No.")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw('colz')
self.ResultData['KeyValueDictPairs']['DeadPixels'] = {'Value':self.DeadPixelList, 'Label':'Dead Pixels'}
self.ResultData['KeyValueDictPairs']['NDeadPixels'] = { 'Value':len(self.DeadPixelList), 'Label':'N Dead Pixels'}
self.Title = 'BarePixelMap: C{ChipNo}'.format(ChipNo=self.ParentObject.Attributes['ChipNo'])
self.SaveCanvas()
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
ROOT.gPad.SetLogy(0)
# TH2D
self.HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
ChipNo=self.ParentObject.Attributes['ChipNo']
if self.HistoDict.has_option(self.NameSingle,'PixelMap'):
histname = self.HistoDict.get(self.NameSingle,'PixelMap')
object = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo = ChipNo)
self.ResultData['Plot']['ROOTObject'] = object.Clone(self.GetUniqueID())
elif self.HistoDict.has_option(self.NameSingle,'Calibrate') and self.HistoDict.has_option(self.NameSingle,'Mask'):
# TO BE CHECKED
histname_Calibrate = self.HistoDict.get(self.NameSingle,'Calibrate')
self.ResultData['Plot']['ROOTObject_Calibrate'] = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname_Calibrate, rocNo = ChipNo).Clone(self.GetUniqueID())
histname_Mask = self.HistoDict.get(self.NameSingle,'Mask')
self.ResultData['Plot']['ROOTObject_Mask'] = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname_Mask, rocNo = ChipNo).Clone(self.GetUniqueID())
if not self.ResultData['Plot']['ROOTObject_Mask'] or not self.ResultData['Plot']['ROOTObject_Calibrate']:
raise Exception('Cannot create PixelMap because of not found histos Mask: %s, Calibrate: %s'%(
self.ResultData['Plot']['ROOTObject_Mask'],
self.ResultData['Plot']['ROOTObject_Calibrate'],
))
self.ResultData['Plot']['ROOTObject'] = self.ResultData['Plot']['ROOTObject_Calibrate'].Clone(self.GetUniqueID())
nXbins = self.ResultData['Plot']['ROOTObject'].GetNbinsX()
nYbins = self.ResultData['Plot']['ROOTObject'].GetNbinsY()
if self.ParentObject.ParentObject.ParentObject.testSoftware=='pxar':
comperateTo =1
else:
comperateTo=0
for xbin in range(1,nXbins+1):
for ybin in range(1,nYbins+1):
binContent = self.ResultData['Plot']['ROOTObject_Mask'].GetBinContent(xbin,ybin)
if binContent != comperateTo:
if self.verbose: print 'MaskProblem with %d/%d'%(xbin,ybin)
self.ResultData['Plot']['ROOTObject'].SetBinContent(xbin,ybin,-1)
self.CheckPixelAlive()
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("");
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column No.");
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row No.");
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle();
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5);
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle();
self.ResultData['Plot']['ROOTObject'].GetZaxis().SetTitle("No. of Readouts");
self.ResultData['Plot']['ROOTObject'].GetZaxis().CenterTitle();
self.ResultData['Plot']['ROOTObject'].Draw('colz');
if self.SavePlotFile:
self.Canvas.SaveAs(self.GetPlotFileName())
self.ResultData['Plot']['Enabled'] = 1
self.Title = 'Pixel Map: C{ChipNo}'.format(ChipNo=self.ParentObject.Attributes['ChipNo'])
self.ResultData['Plot']['ImageFile'] = self.GetPlotFileName()
def PopulateResultData(self):
ChipNo = self.ParentObject.Attributes['ChipNo']
rootFileHandle = self.ParentObject.ParentObject.ParentObject.Attributes['ROOTFiles']['HRData_{Rate}'.format(Rate=self.Attributes['Rate'])]
histogramName = self.ParentObject.ParentObject.ParentObject.ParentObject.HistoDict.get('HighRate', 'HitMap').format(ChipNo=self.ParentObject.Attributes['ChipNo'])
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(rootFileHandle, histogramName).Clone(self.GetUniqueID())
NumberOfDefectivePixels = 0
NumberOfHits = 0
if self.ResultData['Plot']['ROOTObject']:
for Row in range(self.nRows):
for Column in range(self.nCols):
PixelHits = self.ResultData['Plot']['ROOTObject'].GetBinContent(Column+1, Row+1)
if PixelHits > 0:
NumberOfHits += PixelHits
else:
NumberOfDefectivePixels += 1
self.ResultData['HiddenData']['ListOfDefectivePixels'].append((ChipNo, Column, Row))
self.ResultData['KeyValueDictPairs']['NHits']['Value'] = '{NHits:1.0f}'.format(NHits=NumberOfHits)
NTriggersROOTObject = (
HistoGetter.get_histo(
self.ParentObject.ParentObject.ParentObject.Attributes['ROOTFiles']['HRData_{Rate}'.format(Rate=self.Attributes['Rate'])],
"Xray.ntrig_Ag_V0"
)
)
TimeConstant = float(self.TestResultEnvironmentObject.XRayHRQualificationConfiguration['TimeConstant'])
Area = float(self.TestResultEnvironmentObject.XRayHRQualificationConfiguration['Area'])
NTriggers = float(NTriggersROOTObject.GetBinContent(1))
NHits = float(self.ResultData['KeyValueDictPairs']['NHits']['Value'])
RealHitrate = NHits / (NTriggers*TimeConstant*Area)*1e-6
ROOT.gStyle.SetOptStat(0)
self.Canvas.Clear()
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw('colz')
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
self.ResultData['KeyValueDictPairs']['NumberOfDefectivePixels']['Value'] = '{NumberOfDefectivePixels:1.0f}'.format(NumberOfDefectivePixels=NumberOfDefectivePixels)
self.ResultData['KeyValueDictPairs']['RealHitrate']['Value'] = '{RealHitrate:1.2f}'.format(RealHitrate=RealHitrate)
self.ResultData['KeyValueDictPairs']['RealHitrate']['NumericValue'] = RealHitrate
self.Title = 'Hit Map {Rate}: C{ChipNo}'.format(ChipNo=self.ParentObject.Attributes['ChipNo'],Rate=self.Attributes['Rate'])
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
ROOT.gPad.SetLogy(0)
# TH2D
ChipNo=self.ParentObject.Attributes['ChipNo']
self.HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
try:
histname = self.HistoDict.get(self.NameSingle,'Analog')
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle,histname,rocNo=ChipNo).Clone(self.GetUniqueID())
except:
histname = self.HistoDict.get(self.NameSingle,'Digital')
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle,histname,rocNo=ChipNo).Clone(self.GetUniqueID())
# if not isDigitalROC:
# print "ERROR Cannot find vcals_xtal_CXXX but is analog Module..."
# elif isDigitalROC:
# print "ERROR: FOound vcals_xtal_CXXX but is digital Module..."
threshold = self.CheckBumpBondingProblems()
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("");
if not self.isDigitalROC:
self.ResultData['Plot']['ROOTObject'].GetZaxis().SetRangeUser(self.TestResultEnvironmentObject.GradingParameters['minThrDiff'], self.TestResultEnvironmentObject.GradingParameters['maxThrDiff']);
else:
#self.ResultData['Plot']['ROOTObject'].GetZaxis().SetRangeUser(0,255)
minZ = self.ParentObject.ResultData['SubTestResults']['BumpBonding'].ResultData['Plot']['ROOTObject'].FindFirstBinAbove(.9)
minZ = self.ParentObject.ResultData['SubTestResults']['BumpBonding'].ResultData['Plot']['ROOTObject'].GetXaxis().GetBinLowEdge(minZ)
self.ResultData['Plot']['ROOTObject'].GetZaxis().SetRangeUser(minZ,threshold)
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column No.");
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row No.");
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle();
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5);
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle();
self.ResultData['Plot']['ROOTObject'].GetZaxis().SetTitle("#Delta Threshold [DAC]");
self.ResultData['Plot']['ROOTObject'].GetZaxis().CenterTitle();
self.ResultData['Plot']['ROOTObject'].Draw("colz");
self.ResultData['Plot']['ROOTObject'].SaveAs(self.GetPlotFileName()+'.cpp')
self.ResultData['Plot']['ROOTObject2'] = self.ResultData['Plot']['ROOTObject'].Clone(self.GetUniqueID())
if self.SavePlotFile:
self.Canvas.SaveAs(self.GetPlotFileName())
self.ResultData['Plot']['Enabled'] = 1
self.Title = 'Bump Bonding Problems: C{ChipNo}'.format(ChipNo=self.chipNo)
self.ResultData['Plot']['ImageFile'] = self.GetPlotFileName()
self.ResultData['KeyValueDictPairs']['DeadBumps'] = { 'Value':self.DeadBumpList, 'Label':'Dead Bumps'}
self.ResultData['KeyValueDictPairs']['NDeadBumps'] = { 'Value':len(self.DeadBumpList), 'Label':'N Dead Bumps'}
self.ResultData['KeyList'].append('NDeadBumps')
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0);
ROOT.gPad.SetLogy(1);
# TH2D
ChipNo = self.ParentObject.Attributes['ChipNo']
# print 'display options1: ',self.ParentObject.ParentObject.HistoDict
# print 'display options2: ',self.ParentObject.HistoDict
# print 'display options3: ',self.HistoDict
self.HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
print 'HistoDict BareBBWidth: ', self.HistoDict
histname = self.HistoDict.get(self.NameSingle,'BareBBWidth')
# histname = self.ParentObject.ParentObject.ParentObject.HistoDict.get(self.NameSingle,'BareBBWidth')
# histname = self.ParentObject.ParentObject.ParentObject.HistoDict.get(self.NameSingle,'BBtestMap')
print 'Inside BareBBWidth ChipNo: ', ChipNo
print 'and the histname: ', histname
if self.HistoDict.has_option(self.NameSingle,'BareBBWidth'):
histname = self.HistoDict.get(self.NameSingle,'BareBBWidth')
object = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo = ChipNo)
self.ResultData['Plot']['ROOTObject'] = object.Clone(self.GetUniqueID())
#self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle,histname,rocNo=ChipNo).Clone(self.GetUniqueID())
print 'Inside BareBBWidth ChipNo: ', ChipNo
print 'and the histname: ', histname
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column No.")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row No.")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw()
# for column in range(self.nCols): #Column
# for row in range(self.nRows): #Row
# self.HasAddressDecodingProblem(column, row)
self.Cut = ROOT.TCutG('bumpWidthCut',2)
self.Cut.SetPoint(0,33,-1e9)
self.Cut.SetPoint(1,33,+1e9)
self.Cut.SetLineWidth(2)
self.Cut.SetLineStyle(2)
self.Cut.SetLineColor(ROOT.kRed)
self.Cut.Draw('PL')
if self.SavePlotFile:
self.Canvas.SaveAs(self.GetPlotFileName())
self.ResultData['Plot']['Enabled'] = 1
self.Title = 'Bare BBWidth: C{ChipNo}'.format(ChipNo=self.ParentObject.Attributes['ChipNo'])
self.ResultData['Plot']['ImageFile'] = self.GetPlotFileName()
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
try:
histname = self.ParentObject.HistoDict.get(self.NameSingle,
'AnalogCurrent')
self.ResultData['Plot']['ROOTHisto'] = HistoGetter.get_histo(
self.ParentObject.FileHandle, histname)
except Exception as e:
print e
raise e
self.ParentObject.ResultData['SubTestResults'][
'DigitalCurrent'].SpecialPopulateResultData(
self, {'name': 'Analog Current'})
try:
if os.path.isfile(self.ParentObject.logfilePath):
with open(self.ParentObject.logfilePath, 'r') as logfile:
for line in logfile:
if 'setVana() done' in line and 'Module Ia' in line:
ModuleIa = line.split(
"Module Ia")[1].strip().split(" ")[0]
self.ResultData['KeyValueDictPairs'][
'ModuleIa'] = {
'Label': 'Module Ia',
'Value': ModuleIa,
'Unit': 'mA'
}
self.ResultData['KeyList'].append('ModuleIa')
print "Module Ia: ", ModuleIa, " => per ROC: ", float(
ModuleIa) / 16.0, " mA"
break
except:
pass
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
try:
histname = self.ParentObject.HistoDict.get(self.NameSingle, 'AnalogCurrent')
self.ResultData['Plot']['ROOTHisto'] = HistoGetter.get_histo(self.ParentObject.FileHandle, histname)
except Exception as e:
print e
raise e
self.ParentObject.ResultData['SubTestResults']['DigitalCurrent'].SpecialPopulateResultData(self,{'name':'Analog Current'})
try:
if os.path.isfile(self.ParentObject.logfilePath):
with open(self.ParentObject.logfilePath, 'r') as logfile:
for line in logfile:
if 'setVana() done' in line and 'Module Ia' in line:
ModuleIa = line.split("Module Ia")[1].strip().split(" ")[0]
self.ResultData['KeyValueDictPairs']['ModuleIa'] = {
'Label': 'Module Ia',
'Value': ModuleIa,
'Unit': 'mA'
}
self.ResultData['KeyList'].append('ModuleIa')
print "Module Ia: ", ModuleIa, " => per ROC: ",float(ModuleIa)/16.0, " mA"
break
except:
pass
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
HistoName = HistoDict.get('OnShellQuickTest', 'BumpBonding')
ChipNo = self.ParentObject.Attributes['ChipNo']
ROOTFile = self.ParentObject.ParentObject.FileHandle
try:
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(
ROOTFile, HistoName, rocNo=ChipNo).Clone(self.GetUniqueID())
except:
self.ResultData['Plot']['ROOTObject'] = None
ChipNo = self.ParentObject.Attributes['ChipNo']
if self.ResultData['Plot']['ROOTObject']:
for column in range(self.nCols):
for row in range(self.nRows):
defectIndicator = self.ResultData['Plot'][
'ROOTObject'].GetBinContent(column + 1, row + 1)
if defectIndicator > 0:
self.BumpbondingDefectsList.add((ChipNo, column, row))
self.ResultData['KeyValueDictPairs']['BumpBondingDefects'][
'Value'] = self.BumpbondingDefectsList
self.ResultData['KeyValueDictPairs']['NBumpBondingDefects'][
'Value'] = len(self.BumpbondingDefectsList)
self.ResultData['Plot']['ROOTObject'].Draw("colz")
self.Title = 'BumpBonding'
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'svg'
self.SaveCanvas()
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
HistoName = HistoDict.get('OnShellQuickTest', 'BumpBonding')
ChipNo = self.ParentObject.Attributes['ChipNo']
ROOTFile = self.ParentObject.ParentObject.FileHandle
try:
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(ROOTFile, HistoName, rocNo=ChipNo).Clone(self.GetUniqueID())
except:
self.ResultData['Plot']['ROOTObject'] = None
ChipNo = self.ParentObject.Attributes['ChipNo']
if self.ResultData['Plot']['ROOTObject']:
for column in range(self.nCols):
for row in range(self.nRows):
defectIndicator = self.ResultData['Plot']['ROOTObject'].GetBinContent(column + 1, row + 1)
if defectIndicator > 0:
self.BumpbondingDefectsList.add((ChipNo, column, row))
self.ResultData['KeyValueDictPairs']['BumpBondingDefects']['Value'] = self.BumpbondingDefectsList
self.ResultData['KeyValueDictPairs']['NBumpBondingDefects']['Value'] = len(self.BumpbondingDefectsList)
self.ResultData['Plot']['ROOTObject'].Draw("colz")
self.Title = 'BumpBonding'
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'svg'
self.SaveCanvas()
def PopulateResultData(self):
ChipNo = self.ParentObject.Attributes['ChipNo']
ROOT.gPad.SetLogx(0)
ROOT.gPad.SetLogy(0)
ROOT.gStyle.SetOptStat(0)
self.Canvas.Clear()
if 'PixelAlive' in self.ParentObject.ParentObject.ParentObject.Attributes['ROOTFiles']:
rootFileHandle = self.ParentObject.ParentObject.ParentObject.Attributes['ROOTFiles']['PixelAlive']
histogramName = self.ParentObject.ParentObject.ParentObject.ParentObject.HistoDict.get('HighRate', 'AliveMap').format(ChipNo=self.ParentObject.Attributes['ChipNo'])
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(rootFileHandle, histogramName).Clone(self.GetUniqueID())
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw('colz')
self.Title = 'Alive Map: C{ChipNo}'.format(ChipNo=self.ParentObject.Attributes['ChipNo'])
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
def PopulateResultData(self):
ChipNo = self.ParentObject.Attributes['ChipNo']
rootFileHandle = self.ParentObject.ParentObject.ParentObject.Attributes[
'ROOTFiles']['HREfficiency_{Rate}'.format(
Rate=self.Attributes['Rate'])]
histogramName = self.ParentObject.ParentObject.ParentObject.ParentObject.HistoDict.get(
'HighRate', 'EfficiencyMap').format(
ChipNo=self.ParentObject.Attributes['ChipNo'])
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(
rootFileHandle, histogramName).Clone(self.GetUniqueID())
if self.ResultData['Plot']['ROOTObject']:
ROOT.gStyle.SetOptStat(0)
self.Canvas.Clear()
self.ResultData['Plot']['ROOTObject'].SetTitle("")
#self.ResultData['Plot']['ROOTObject'].GetXaxis().SetRangeUser(-50., 50.);
#self.ResultData['Plot']['ROOTObject'].GetYaxis().SetRangeUser(0.5, 5.0 * self.ResultData['Plot'][
# 'ROOTObject'].GetMaximum())
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(
1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw('colz')
self.Title = 'Efficiency Map {Rate}: C{ChipNo}'.format(
ChipNo=self.ParentObject.Attributes['ChipNo'],
Rate=self.Attributes['Rate'])
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
def PopulateResultData(self):
ROOT.gPad.SetLogy(0)
ROOT.gStyle.SetOptStat(0)
ChipNo=self.ParentObject.Attributes['ChipNo']
try:
HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
histname = HistoDict.get(self.NameSingle, 'NoiseMap')
NoiseMap = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo = ChipNo)
self.ResultData['Plot']['ROOTObject'] = NoiseMap.Clone(self.GetUniqueID())
except:
self.ResultData['Plot']['ROOTObject'] = None
print 'DID NOT FIND WIDTHS'
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].GetZaxis().SetRangeUser(0, 10)
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column No.")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row No.")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw('colz')
self.ResultData['Plot']['Caption'] = 'Noise Map (Vcal)'
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
def PopulateResultData(self):
ROOT.gPad.SetLogy(1)
# TH1D
ChipNo = self.ParentObject.Attributes['ChipNo']
self.HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
histname = self.ParentObject.ParentObject.ParentObject.HistoDict.get(
self.NameSingle, 'AddressLevels')
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(
self.ParentObject.ParentObject.FileHandle, histname,
rocNo=ChipNo).Clone(self.GetUniqueID())
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetRangeUser(
-1500., 1500.)
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle(
"Analog Output Level")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle(
"No. of Entries")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(
1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw()
self.SaveCanvas()
self.ResultData['Plot']['Enabled'] = 1
self.Title = 'Address Levels: C{ChipNo}'.format(
ChipNo=self.ParentObject.Attributes['ChipNo'])
self.ResultData['Plot']['ImageFile'] = self.GetPlotFileName()
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
ROOT.gPad.SetLogy(0)
ROOT.gPad.SetLogx(0)
# TH2D
self.HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
ChipNo = self.ParentObject.Attributes['ChipNo']
if self.HistoDict.has_option(self.NameSingle, self.Attributes['Map']):
histname = self.HistoDict.get(self.NameSingle, self.Attributes['Map'])
object = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo = ChipNo)
self.ResultData['Plot']['ROOTObject'] = object.Clone(self.GetUniqueID())
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column No.")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row No.")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw("colz")
self.Title = 'PH Map: %s'%(self.Attributes['Map'] if 'Map' in self.Attributes else '?')
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
def PopulateResultData(self):
ROOT.gPad.SetLogy(0)
ROOT.gStyle.SetOptStat(0)
ChipNo = self.ParentObject.Attributes['ChipNo']
try:
self.ResultData['Plot'][
'ROOTObject'] = self.ParentObject.ResultData['SubTestResults'][
'SCurveWidths'].ResultData['Plot']['ROOTObject_ht'].Clone(
self.GetUniqueID())
except:
self.ResultData['Plot']['ROOTObject'] = None
pxarfit = False
if self.ResultData['Plot']['ROOTObject'] is None or (
'NoDatFile' in self.ParentObject.ResultData['SubTestResults']
['SCurveWidths'].ResultData['HiddenData']
and self.ParentObject.ResultData['SubTestResults']
['SCurveWidths'].ResultData['HiddenData']['NoDatFile']):
HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
histname = HistoDict.get(self.NameSingle, 'ThresholdMap')
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(
self.ParentObject.ParentObject.FileHandle,
histname,
rocNo=ChipNo).Clone(self.GetUniqueID())
print "error: Scurve .dat file not found, try to use pxar histogram from root file instead! histogram: ", histname
if self.ResultData['Plot']['ROOTObject']:
print "found!"
self.ResultData['KeyValueDictPairs']['fit'] = {
'Label': 'Fit',
'Value': 'pxar',
}
self.ResultData['KeyList'].append('fit')
pxarfit = True
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].GetZaxis().SetRangeUser(
self.ParentObject.ResultData['SubTestResults']
['SCurveWidths'].ResultData['HiddenData']['htmin'],
self.ParentObject.ResultData['SubTestResults']
['SCurveWidths'].ResultData['HiddenData']['htmax'])
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle(
"Column No.")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle(
"Row No.")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(
1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
if pxarfit:
self.ResultData['Plot']['ROOTObject'].SetTitle(
"fit and histogram taken from pxar!!!")
self.ResultData['Plot']['ROOTObject'].Draw('colz')
self.ResultData['Plot']['Caption'] = 'Vcal Threshold Trimmed'
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
def PopulateResultData(self):
ROOT.gPad.SetLogy(1);
# TH1D
ChipNo=self.ParentObject.Attributes['ChipNo']
self.HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
histname = self.ParentObject.ParentObject.ParentObject.HistoDict.get(self.NameSingle,'AddressLevels')
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle,histname,rocNo=ChipNo).Clone(self.GetUniqueID())
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("");
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetRangeUser(-1500., 1500.);
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Analog Output Level");
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("No. of Entries");
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle();
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5);
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle();
self.ResultData['Plot']['ROOTObject'].Draw();
self.SaveCanvas()
self.ResultData['Plot']['Enabled'] = 1
self.Title = 'Address Levels: C{ChipNo}'.format(ChipNo=self.ParentObject.Attributes['ChipNo'])
self.ResultData['Plot']['ImageFile'] = self.GetPlotFileName()
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
self.ResultData['Plot']['ROOTObject'] = ROOT.TH2D(self.GetUniqueID(), "", self.nCols, 0., self.nCols,
self.nRows, 0., self.nRows) # htm
# TH2D
ChipNo = self.ParentObject.Attributes['ChipNo']
HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
histname = HistoDict.get(self.NameSingle, 'TrimBitMap')
self.ResultData['Plot']['ROOTObject_TrimMap'] = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle,
histname,
rocNo=ChipNo).Clone(self.GetUniqueID())
if self.ResultData['Plot']['ROOTObject']:
for i in range(self.nCols): # Columns
for j in range(self.nRows): # Rows
self.ResultData['Plot']['ROOTObject'].SetBinContent(i + 1, j + 1, self.ResultData['Plot'][
'ROOTObject_TrimMap'].GetBinContent(i + 1, j + 1))
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].GetZaxis().SetRangeUser(0., self.nTotalChips)
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Trim bit Map")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("entries")
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column No.")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row No.")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw('colz')
if self.SavePlotFile:
self.Canvas.SaveAs(self.GetPlotFileName())
self.ResultData['Plot']['Enabled'] = 1
self.Title = 'Trim Bit Map'
self.ResultData['Plot']['ImageFile'] = self.GetPlotFileName()
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0);
ROOT.gPad.SetLogy(0);
# TH2D
ChipNo = self.ParentObject.Attributes['ChipNo']
self.HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
histname = self.ParentObject.ParentObject.ParentObject.HistoDict.get(self.NameSingle,'AddressDecoding')
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle,histname,rocNo=ChipNo).Clone(self.GetUniqueID())
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column No.")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row No.")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw('colz')
for column in range(self.nCols): #Column
for row in range(self.nRows): #Row
self.HasAddressDecodingProblem(column, row)
self.Title = 'Address Decoding: C{ChipNo}'.format(ChipNo=self.ParentObject.Attributes['ChipNo'])
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
self.ResultData['KeyValueDictPairs']['AddressDecodingProblems'] = {'Value':self.AddressProblemList, 'Label':'Address Decoding Problems', }
self.ResultData['KeyValueDictPairs']['NAddressDecodingProblems'] = {'Value':len(self.AddressProblemList), 'Label':'N Address DecodingProblems', }
self.ResultData['KeyList'].append('NAddressDecodingProblems')
def PopulateResultData(self):
ChipNo = self.ParentObject.Attributes['ChipNo']
histogramName = self.ParentObject.ParentObject.ParentObject.ParentObject.HistoDict.get(
'HighRate',
'CalDelScan').format(ChipNo=self.ParentObject.Attributes['ChipNo'])
self.Canvas.Clear()
if 'CalDelScan' in self.ParentObject.ParentObject.ParentObject.Attributes[
'ROOTFiles']:
rootFileHandle = self.ParentObject.ParentObject.ParentObject.Attributes[
'ROOTFiles']['CalDelScan']
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(
rootFileHandle, histogramName).Clone(self.GetUniqueID())
if self.ResultData['Plot']['ROOTObject']:
ROOT.gStyle.SetOptStat(0)
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle(
"CalDel")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle(
"Efficiency")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis(
).SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw()
self.Title = 'CalDel scan: C{ChipNo}'.format(
ChipNo=self.ParentObject.Attributes['ChipNo'])
self.SaveCanvas()
def PopulateResultData(self):
ROOT.gPad.SetLogy(0)
ROOT.gStyle.SetOptStat(0);
self.ResultData['Plot']['ROOTObject'] = ROOT.TH2D(self.GetUniqueID(), "", self.nCols, 0., self.nCols, self.nRows, 0., self.nRows ) # htm
# TH2D
TrimBitHistograms = []
ChipNo = self.ParentObject.Attributes['ChipNo']
HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
self.DeadTrimbitsList = set()
try:
self.PixelNotAliveList = self.ParentObject.ResultData['SubTestResults']['PixelMap'].ResultData['KeyValueDictPairs']['NotAlivePixels']['Value']
except:
self.PixelNotAliveList = set()
for k in range(5):
histname = HistoDict.get(self.NameSingle, 'TrimBitMap%d' % k)
tmpHistogram = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo = ChipNo)
tmpHistogram = tmpHistogram.Clone(self.GetUniqueID())
TrimBitHistograms.append(tmpHistogram)
for col in range(self.nCols): # Column
for row in range(self.nRows): # Row
if (ChipNo, col, row) not in self.PixelNotAliveList:
deadTrimBits = self.GetDeadTrimBits(col, row, TrimBitHistograms)
self.ResultData['Plot']['ROOTObject'].Fill(col, row, deadTrimBits)
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("");
self.ResultData['Plot']['ROOTObject'].GetZaxis().SetRangeUser(0., self.nTotalChips);
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Trim bit Problems");
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("entries");
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column No.");
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row No.");
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle();
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5);
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle();
self.ResultData['Plot']['ROOTObject'].Draw('colz');
self.Title = 'Trim Bit Problems'
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
self.ResultData['KeyValueDictPairs'] = {
'DeadTrimbits': {
'Value':self.DeadTrimbitsList,
'Label':'Dead Trimbits'
},
'nDeadTrimbits': {
'Value':'{0:1.0f}'.format(len(self.DeadTrimbitsList)),
'Label':'Dead Trimbits'
},
'nDeadPixels': {
'Value':'{0:1.0f}'.format(len(self.PixelNotAliveList)),
'Label':'Dead Pixels'
},
}
self.ResultData['KeyList'] = ['nDeadTrimbits', 'nDeadPixels']
def PopulateResultData(self):
ChipNo = self.ParentObject.Attributes['ChipNo']
HitsVsEventsROOTObjects = {}
Rates = self.ParentObject.ParentObject.ParentObject.Attributes['Rates']
EventBins = 0
EventMin = 0
EventMax = 0
Rate = self.Attributes['Rate']
histogramName = self.ParentObject.ParentObject.ParentObject.ParentObject.HistoDict.get('HighRate', 'hitsVsEvtCol').format(ChipNo=self.ParentObject.Attributes['ChipNo'])
rootFileHandle = self.ParentObject.ParentObject.ParentObject.Attributes['ROOTFiles']['HRData_{Rate}'.format(Rate=Rate)]
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(rootFileHandle, histogramName).Clone(self.GetUniqueID())
self.ResultData['HiddenData']['EventBins'] = max(
self.ResultData['Plot']['ROOTObject'].GetXaxis().GetLast(),EventBins)
if self.ResultData['Plot']['ROOTObject']:
ROOT.gStyle.SetOptStat(0)
self.Canvas.Clear()
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Event")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Column")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw('colz')
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetRange(
self.ResultData['Plot']['ROOTObject'].GetXaxis().GetFirst(),
self.ResultData['Plot']['ROOTObject'].GetXaxis().GetLast()-1
)
#why a fit anyway...
FitPol0 = ROOT.TF1("GaussFitFunction", "pol0")
self.ResultData['Plot']['ROOTObject'].Fit(FitPol0,'RQ0')
Mean = -1
RMS = -1
if FitPol0:
Mean = FitPol0.GetParameter(0)
RMS = FitPol0.GetParError(0) # not rms but par0 error...
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetRange(
self.ResultData['Plot']['ROOTObject'].GetXaxis().GetFirst(),
self.ResultData['Plot']['ROOTObject'].GetXaxis().GetLast()
)
self.ResultData['KeyValueDictPairs']['mu']['Value'] = '{0:1.2f}'.format(Mean)
self.ResultData['KeyValueDictPairs']['sigma']['Value'] = '{0:1.2f}'.format(RMS)
self.ResultData['KeyList'] += ['mu','sigma']
ROOT.gPad.Update()
self.Title = 'Col. Uniformity per Event: C{ChipNo} {Rate}'.format(ChipNo=self.ParentObject.Attributes['ChipNo'], Rate=self.Attributes['Rate'])
if self.Canvas:
self.Canvas.SetCanvasSize(750, 750)
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0);
ROOT.gPad.SetLogy(0);
# TH2D
ChipNo = self.ParentObject.Attributes['ChipNo']
self.HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
print 'HistoDict BarePixelMap: ', self.HistoDict
if self.ParentObject.ParentObject.ParentObject.testSoftware=='pxar':
#blablabla = bla(self)
#self.ResultData['Plot']['ROOTObject']=bla.ResultData['Plot']['ROOTObject'];
histname = self.HistoDict.get(self.NameSingle,'Calibrate')
if self.HistoDict.has_option(self.NameSingle,'Calibrate'):
histname = self.HistoDict.get(self.NameSingle,'Calibrate')
object = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo = ChipNo)
self.ResultData['Plot']['ROOTObject'] = object.Clone(self.GetUniqueID())
else:
histname = self.HistoDict.get(self.NameSingle,'BarePixelMap')
if self.HistoDict.has_option(self.NameSingle,'BarePixelMap'):
histname = self.HistoDict.get(self.NameSingle,'BarePixelMap')
object = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo = ChipNo)
if not object:
print 'no Histogram for ChipNo',ChipNo
else:
self.ResultData['Plot']['ROOTObject'] = object.Clone(self.GetUniqueID())
if not object:
print 'Inside BarePixelMap ChipNo: ', ChipNo
else:
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column No.")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row No.")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw('colz')
if self.SavePlotFile:
self.Canvas.SaveAs(self.GetPlotFileName())
self.ResultData['Plot']['Enabled'] = 1
self.Title = 'BarePixelMap: C{ChipNo}'.format(ChipNo=self.ParentObject.Attributes['ChipNo'])
self.ResultData['Plot']['ImageFile'] = self.GetPlotFileName()
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
ROOT.gPad.SetLogy(0)
# TH2D
ChipNo = self.ParentObject.Attributes['ChipNo']
#self.HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
#print 'HistoDict BareBBScan: ', self.HistoDict
#histname = self.HistoDict.get(self.NameSingle,'BareBBScan')
#print 'Inside BareBBScan ChipNo: ', ChipNo
#print 'and the histname: ', histname
try:
#if self.HistoDict.has_option(self.NameSingle,'BareBBScan'):
self.HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
histname = self.HistoDict.get(self.NameSingle, 'BareBBScan')
object = HistoGetter.get_histo(
self.ParentObject.ParentObject.FileHandle,
histname,
rocNo=ChipNo)
self.ResultData['Plot']['ROOTObject'] = object.Clone(
self.GetUniqueID())
if object:
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle(
"Column No.")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle(
"Row No.")
self.ResultData['Plot']['ROOTObject'].GetXaxis(
).CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis(
).SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis(
).CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw('colz')
# for column in range(self.nCols): #Column
# for row in range(self.nRows): #Row
# self.HasAddressDecodingProblem(column, row)
self.Title = 'Bare BBScan: C{ChipNo}'.format(
ChipNo=self.ParentObject.Attributes['ChipNo'])
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
else:
self.DisplayOptions['Show'] = False
self.ResultData['Plot']['ROOTObject'] = None
self.ResultData['KeyList'] = []
except:
self.DisplayOptions['Show'] = False
self.ResultData['Plot']['ROOTObject'] = None
self.ResultData['KeyList'] = []
pass
def PopulateResultData(self):
NumberOfLowEfficiencyPixels = 0
ChipNo = self.ParentObject.Attributes['ChipNo']
histogramName = self.ParentObject.ParentObject.ParentObject.ParentObject.HistoDict.get(
'HighRate', 'BackgroundMap').format(
ChipNo=self.ParentObject.Attributes['ChipNo'])
rootFileHandle = self.ParentObject.ParentObject.ParentObject.Attributes[
'ROOTFiles']['HREfficiency_{Rate}'.format(
Rate=self.Attributes['Rate'])]
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(
rootFileHandle, histogramName).Clone(self.GetUniqueID())
if self.ResultData['Plot']['ROOTObject']:
ROOT.gStyle.SetOptStat(0)
self.Canvas.Clear()
self.ResultData['Plot']['ROOTObject'].SetTitle("")
#self.ResultData['Plot']['ROOTObject'].GetXaxis().SetRangeUser(-50., 50.);
#self.ResultData['Plot']['ROOTObject'].GetYaxis().SetRangeUser(0.5, 5.0 * self.ResultData['Plot'][
# 'ROOTObject'].GetMaximum())
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(
1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].SetContour(100)
self.ResultData['Plot']['ROOTObject'].Draw('colz')
self.ResultData['KeyValueDictPairs']['NHits'][
'Value'] = '{NHits:1.0f}'.format(
NHits=self.ResultData['Plot']['ROOTObject'].GetEntries())
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
TimeConstant = float(self.TestResultEnvironmentObject.
XRayHRQualificationConfiguration['TimeConstant'])
Area = float(self.TestResultEnvironmentObject.
XRayHRQualificationConfiguration['Area'])
# total number of triggers = number of pixels * ntrig(triggers per pixel)
NPixels = 80 * 52
NTriggers = NPixels * self.ParentObject.ParentObject.ParentObject.Attributes[
'Ntrig']['HREfficiency_{Rate}'.format(
Rate=self.Attributes['Rate'])]
NHits = float(self.ResultData['KeyValueDictPairs']['NHits']['Value'])
RealHitrate = NHits / (NTriggers * TimeConstant * Area) * 1e-6
self.ResultData['KeyValueDictPairs']['RealHitrate'][
'Value'] = '{RealHitrate:1.2f}'.format(RealHitrate=RealHitrate)
self.ResultData['KeyValueDictPairs']['RealHitrate'][
'NumericValue'] = RealHitrate
self.ResultData['KeyList'] += ['RealHitrate']
self.Title = 'Background Map {Rate}: C{ChipNo}'.format(
ChipNo=self.ParentObject.Attributes['ChipNo'],
Rate=self.Attributes['Rate'])
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
try:
histname = self.ParentObject.HistoDict.get(self.NameSingle, 'DigitalCurrent')
self.ResultData['Plot']['ROOTHisto'] = HistoGetter.get_histo(self.ParentObject.FileHandle, histname)
except Exception as e:
print e
raise e
self.SpecialPopulateResultData(self,{'name':'Digital Current'})
def PopulateResultData(self):
ChipNo = self.ParentObject.Attributes['ChipNo']
ROOT.gPad.SetLogx(0)
ROOT.gStyle.SetOptStat(0)
self.Canvas.Clear()
self.ResultData['Plot']['ROOTObject'] = None
if 'MaskHotPixels' in self.ParentObject.ParentObject.ParentObject.Attributes['ROOTFiles']:
rootFileHandle = self.ParentObject.ParentObject.ParentObject.Attributes['ROOTFiles']['MaskHotPixels']
histogramName = self.ParentObject.ParentObject.ParentObject.ParentObject.HistoDict.get('HighRate', 'HotPixelMap').format(ChipNo=self.ParentObject.Attributes['ChipNo'])
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(rootFileHandle, histogramName).Clone(self.GetUniqueID())
else:
if 'RetrimHotPixelsPath' in self.ParentObject.ParentObject.ParentObject.Attributes:
self.ResultData['Plot']['ROOTObject'] = ROOT.TH2D(self.GetUniqueID(), "", self.nCols, 0., self.nCols, self.nRows, 0., self.nRows)
Directory = self.ParentObject.ParentObject.ParentObject.Attributes['RetrimHotPixelsPath']
MaskFileName = Directory + '/' + self.ParentObject.ParentObject.ParentObject.ParentObject.HistoDict.get('HighRate', 'MaskFile')
MaskFileLines = []
try:
with open(MaskFileName, "r") as f:
MaskFileLines = f.readlines()
except:
print "could not open mask file '%s'"%MaskFileName
for MaskFileLine in MaskFileLines:
line = MaskFileLine.strip().split(' ')
if len(line) >= 4 and line[0].lower() == 'pix' and int(line[1]) == int(ChipNo):
self.ResultData['Plot']['ROOTObject'].SetBinContent(1 + int(line[2]), 1 + int(line[3]), 1)
if self.ResultData['Plot']['ROOTObject']:
for col in range(0, self.nCols):
for row in range(0, self.nRows):
if self.ResultData['Plot']['ROOTObject'].GetBinContent(1+col,1+row) > 0:
self.HotPixelsList.add((ChipNo, col, row))
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw('colz')
self.ResultData['HiddenData']['ListOfHotPixels'] = {'Label': 'Masked Hot Pixels List', 'Value': self.HotPixelsList}
self.ResultData['HiddenData']['NumberOfHotPixels'] = {'Label': 'Masked Hot Pixels', 'Value': len(self.HotPixelsList)}
self.Title = 'Masked Hot Pixels {Rate}: C{ChipNo}'.format(ChipNo=self.ParentObject.Attributes['ChipNo'],Rate=self.Attributes['Rate'])
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
try:
histname = self.ParentObject.HistoDict.get(self.NameSingle,
'DigitalCurrent')
self.ResultData['Plot']['ROOTHisto'] = HistoGetter.get_histo(
self.ParentObject.FileHandle, histname)
except Exception as e:
print e
raise e
self.SpecialPopulateResultData(self, {'name': 'Digital Current'})
def PopulateResultData(self):
# initialize ROOT
ROOT.gStyle.SetOptStat(0)
ROOT.gPad.SetLogy(0)
ROOT.gPad.SetLogx(0)
# initialize data
ChipNo = self.ParentObject.Attributes['ChipNo']
try:
self.HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
histname = self.HistoDict.get(self.NameSingle, "PixelHit")
histo = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo=ChipNo)
self.ResultData['Plot']['ROOTObject'] = ROOT.TH2D(self.GetUniqueID(), "", self.nCols, 0., self.nCols, self.nRows, 0., self.nRows)
# if BB4 test exists
if histo:
# fill plot
self.ResultData['Plot']['ROOTObject'] = ROOT.TH2D(self.GetUniqueID(), "", self.nCols, 0., self.nCols, self.nRows, 0., self.nRows)
for col in range(self.nCols):
for row in range(self.nRows):
value = 1 if histo.GetBinContent(col + 1, row + 1) < 1 else 0
if value > 0:
self.DeadBumpList.add((ChipNo, col, row))
self.ResultData['Plot']['ROOTObject'].SetBinContent(col + 1, row + 1, value)
# draw
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].Draw('colz')
self.ResultData['Plot']['ROOTObject'].GetZaxis().SetRangeUser(0, 1)
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column No.")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row No.")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw('colz')
self.SaveCanvas()
self.ResultData['KeyValueDictPairs']['DeadBumps'] = {'Value': self.DeadBumpList, 'Label': 'Dead Bumps'}
self.ResultData['KeyValueDictPairs']['NDeadBumps'] = {'Value': len(self.DeadBumpList), 'Label': 'Dead Bumps'}
self.ResultData['KeyList'] = ['NDeadBumps']
else:
self.DisplayOptions['Show'] = False
self.ResultData['Plot']['ROOTObject'] = None
self.ResultData['KeyList'] = []
except:
self.DisplayOptions['Show'] = False
self.ResultData['Plot']['ROOTObject'] = None
self.ResultData['KeyList'] = []
pass
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0);
ROOT.gPad.SetLogy(0);
# TH2D
ChipNo = self.ParentObject.Attributes['ChipNo']
#self.HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
#print 'HistoDict BareBBScan: ', self.HistoDict
#histname = self.HistoDict.get(self.NameSingle,'BareBBScan')
#print 'Inside BareBBScan ChipNo: ', ChipNo
#print 'and the histname: ', histname
try:
#if self.HistoDict.has_option(self.NameSingle,'BareBBScan'):
self.HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
histname = self.HistoDict.get(self.NameSingle,'BareBBScan')
object = HistoGetter.get_histo(self.ParentObject.ParentObject.FileHandle, histname, rocNo = ChipNo)
self.ResultData['Plot']['ROOTObject'] = object.Clone(self.GetUniqueID())
if object:
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column No.")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row No.")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw('colz')
# for column in range(self.nCols): #Column
# for row in range(self.nRows): #Row
# self.HasAddressDecodingProblem(column, row)
self.Title = 'Bare BBScan: C{ChipNo}'.format(ChipNo=self.ParentObject.Attributes['ChipNo'])
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
else:
self.DisplayOptions['Show'] = False
self.ResultData['Plot']['ROOTObject'] = None
self.ResultData['KeyList'] = []
except:
self.DisplayOptions['Show'] = False
self.ResultData['Plot']['ROOTObject'] = None
self.ResultData['KeyList'] = []
pass
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
ROOT.gPad.SetLogy(0)
# read histograms
self.HistoDict = self.ParentObject.HistoDict
if self.HistoDict.has_option('OnShellQuickTest', 'DeltaAliveHV'):
histname = self.HistoDict.get('OnShellQuickTest', 'DeltaAliveHV')
rootObject = HistoGetter.get_histo(self.ParentObject.FileHandle,
histname)
self.ResultData['Plot']['ROOTObject'] = rootObject.Clone(
self.GetUniqueID())
# check dead and inefficient pixels
deltaAliveHV = 0
deltaAliveHVRocs = []
nChips = self.ParentObject.Attributes['NumberOfChips']
for chipNo in range(nChips):
deltaAliveHV += self.ResultData['Plot'][
'ROOTObject'].GetBinContent(1 + chipNo)
deltaAliveHVRocs.append(self.ResultData['Plot']
['ROOTObject'].GetBinContent(1 +
chipNo))
# fill dictionaries
self.ResultData['KeyValueDictPairs']['DeltaAliveHV'][
'Value'] = deltaAliveHV
self.ResultData['HiddenData'][
'DeltaAliveHVRocs'] = deltaAliveHVRocs
# style histogram
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle(
"ROC")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle(
"# dead pixels")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis(
).SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw('')
self.Title = 'Delta Alive HV'
# save canvas
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'svg'
self.SaveCanvas()
def PopulateResultData(self):
ROOT.gPad.SetLogy(0)
ROOT.gStyle.SetOptStat(0)
ChipNo = self.ParentObject.Attributes['ChipNo']
try:
DeadPixelList = self.ParentObject.ResultData['SubTestResults'][
'PixelMap'].ResultData['KeyValueDictPairs']['DeadPixels'][
'Value']
except:
DeadPixelList = ()
print "warning: could not find pixel alive map, cannot distinguish threshold defects from dead pixels!"
ChipNo = self.ParentObject.Attributes['ChipNo']
self.HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
histname = self.ParentObject.ParentObject.ParentObject.HistoDict.get(
self.NameSingle, 'ThresholdMapTrimmed')
ThresholdMap = HistoGetter.get_histo(
self.ParentObject.ParentObject.FileHandle, histname,
rocNo=ChipNo).Clone(self.GetUniqueID())
self.ResultData['Plot']['ROOTObject'] = ROOT.TH2D(
self.GetUniqueID(), "", self.nCols, 0., self.nCols, self.nRows, 0.,
self.nRows)
for col in range(0, ThresholdMap.GetNbinsX()):
for row in range(0, ThresholdMap.GetNbinsY()):
threshold = ThresholdMap.GetBinContent(col + 1, row + 1)
if DeadPixelList is None or (ChipNo, col,
row) not in DeadPixelList:
self.ResultData['Plot']['ROOTObject'].Fill(
col, row, threshold)
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle(
"Column No.")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle(
"Row No.")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(
1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw('colz')
self.ResultData['Plot']['Caption'] = 'Vcal Threshold Trimmed Map'
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
ROOT.gPad.SetLogy(0)
# TH2D
ChipNo = self.ParentObject.Attributes['ChipNo']
self.HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
histname = self.ParentObject.ParentObject.ParentObject.HistoDict.get(
self.NameSingle, 'AddressDecoding')
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(
self.ParentObject.ParentObject.FileHandle, histname,
rocNo=ChipNo).Clone(self.GetUniqueID())
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle(
"Column No.")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle(
"Row No.")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(
1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw('colz')
for column in range(self.nCols): #Column
for row in range(self.nRows): #Row
self.HasAddressDecodingProblem(column, row)
self.Title = 'Address Decoding: C{ChipNo}'.format(
ChipNo=self.ParentObject.Attributes['ChipNo'])
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
self.ResultData['KeyValueDictPairs']['AddressDecodingProblems'] = {
'Value': self.AddressProblemList,
'Label': 'Address Decoding Problems',
}
self.ResultData['KeyValueDictPairs']['NAddressDecodingProblems'] = {
'Value': len(self.AddressProblemList),
'Label': 'N Address DecodingProblems',
}
self.ResultData['KeyList'].append('NAddressDecodingProblems')
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
self.ResultData['Plot']['ROOTObject'] = ROOT.TH2D(
self.GetUniqueID(), "", self.nCols, 0., self.nCols, self.nRows, 0.,
self.nRows) # htm
# TH2D
ChipNo = self.ParentObject.Attributes['ChipNo']
HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
histname = HistoDict.get(self.NameSingle, 'TrimBitMap')
self.ResultData['Plot']['ROOTObject_TrimMap'] = HistoGetter.get_histo(
self.ParentObject.ParentObject.FileHandle, histname,
rocNo=ChipNo).Clone(self.GetUniqueID())
if self.ResultData['Plot']['ROOTObject']:
for i in range(self.nCols): # Columns
for j in range(self.nRows): # Rows
self.ResultData['Plot']['ROOTObject'].SetBinContent(
i + 1, j + 1, self.ResultData['Plot']
['ROOTObject_TrimMap'].GetBinContent(i + 1, j + 1))
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].GetZaxis().SetRangeUser(
0., self.nTotalChips)
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle(
"Trim bit Map")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle(
"entries")
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle(
"Column No.")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle(
"Row No.")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(
1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw('colz')
self.Title = 'Trim Bit Map'
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
ROOT.gPad.SetLogy(0)
# read histograms
self.HistoDict = self.ParentObject.HistoDict
if self.HistoDict.has_option('OnShellQuickTest', 'Iana'):
histname = self.HistoDict.get('OnShellQuickTest', 'Iana')
rootObject = HistoGetter.get_histo(self.ParentObject.FileHandle, histname)
self.ResultData['Plot']['ROOTObject'] = rootObject.Clone(self.GetUniqueID())
# check dead and inefficient pixels
IanaRoc = []
nChips = self.ParentObject.Attributes['NumberOfChips']
for chipNo in range(nChips):
IanaRoc.append(self.ResultData['Plot']['ROOTObject'].GetBinContent(1 + chipNo))
# fill dictionaries
self.ResultData['KeyValueDictPairs']['IanaTotal']['Value'] = "%1.1f"%sum(IanaRoc)
self.ResultData['KeyValueDictPairs']['IanaMean']['Value'] = "%1.1f"%(sum(IanaRoc) / len(IanaRoc) if len(IanaRoc) > 0 else -1)
self.ResultData['KeyValueDictPairs']['IanaMin']['Value'] = "%1.1f"%min(IanaRoc) if len(IanaRoc) > 0 else -1
self.ResultData['KeyValueDictPairs']['IanaMax']['Value'] = "%1.1f"%max(IanaRoc) if len(IanaRoc) > 0 else -1
self.ResultData['HiddenData']['IanaRocs'] = IanaRoc
# style histogram
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("ROC")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].SetStats(0)
self.ResultData['Plot']['ROOTObject'].Draw('')
self.Title = 'Iana'
# save canvas
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'svg'
self.SaveCanvas()
def PopulateResultData(self):
ChipNo = self.ParentObject.Attributes['ChipNo']
rootFileHandle = self.ParentObject.ParentObject.ParentObject.Attributes['ROOTFiles']['HRData_{Rate}'.format(Rate=self.Attributes['Rate'])]
histogramName = self.ParentObject.ParentObject.ParentObject.ParentObject.HistoDict.get('HighRate', 'HitMap').format(ChipNo=self.ParentObject.Attributes['ChipNo'])
histoHitMap = HistoGetter.get_histo(rootFileHandle, histogramName).Clone(self.GetUniqueID())
histoAlive = self.ParentObject.ResultData['SubTestResults']['AliveMap'].ResultData['Plot']['ROOTObject']
histoHot = self.ParentObject.ResultData['SubTestResults']['HotPixelMap_{Rate}'.format(Rate=self.Attributes['Rate'])].ResultData['Plot']['ROOTObject']
self.ResultData['Plot']['ROOTObject'] = ROOT.TH2D(self.GetUniqueID(), "", self.nCols, 0., self.nCols, self.nRows, 0., self.nRows)
try:
NtrigAlive = self.ParentObject.ParentObject.ParentObject.Attributes['Ntrig']['PixelAlive']
except:
NtrigAlive = 10
if histoHitMap:
for Row in range(self.nRows):
for Column in range(self.nCols):
PixelHits = histoHitMap.GetBinContent(Column+1, Row+1)
PixelAlive = (not histoAlive) or (histoAlive.GetBinContent(Column+1, Row+1) == NtrigAlive)
PixelUnmasked = (not histoHot) or (histoHot.GetBinContent(Column+1, Row+1) < 1)
if PixelHits < 1 and PixelAlive and PixelUnmasked:
self.BBDefectsList.add((ChipNo, Column, Row))
self.ResultData['Plot']['ROOTObject'].SetBinContent(Column+1, Row+1, 1)
ROOT.gStyle.SetOptStat(0)
self.Canvas.Clear()
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle("Column")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle("Row")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw('colz')
self.SaveCanvas()
self.ResultData['KeyValueDictPairs']['NumberOfDefectivePixels']['Value'] = '{NumberOfDefectivePixels:1.0f}'.format(NumberOfDefectivePixels=len(self.BBDefectsList))
self.ResultData['HiddenData']['ListOfDefectivePixels'] = {'Label': 'BB defects', 'Value': self.BBDefectsList}
self.Title = 'BB Defects {Rate}: C{ChipNo}'.format(ChipNo=self.ParentObject.Attributes['ChipNo'],Rate=self.Attributes['Rate'])
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
HistoName = HistoDict.get(self.NameSingle, 'VdigCalibration')
ChipNo = self.ParentObject.Attributes['ChipNo']
ROOTFile = self.ParentObject.ParentObject.FileHandle
try:
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(
ROOTFile, HistoName, rocNo=ChipNo).Clone(self.GetUniqueID())
except:
pass
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].Draw()
self.Title = 'Vdig [ADC]/Vd [V]'
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.SaveCanvas()
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
HistoName = HistoDict.get('OnShellQuickTest', 'CalDelVthrcomp')
ChipNo = self.ParentObject.Attributes['ChipNo']
ROOTFile = self.ParentObject.ParentObject.FileHandle
try:
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(
ROOTFile, HistoName, rocNo=ChipNo).Clone(self.GetUniqueID())
except:
self.ResultData['Plot']['ROOTObject'] = None
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].Draw("colz")
self.Title = 'CalDel/Vthrcomp'
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
def PopulateResultData(self):
ROOT.gPad.SetLogy(0)
ROOT.gStyle.SetOptStat(0)
ChipNo = self.ParentObject.Attributes['ChipNo']
try:
HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
histname = HistoDict.get(self.NameSingle, 'NoiseMap')
NoiseMap = HistoGetter.get_histo(
self.ParentObject.ParentObject.FileHandle,
histname,
rocNo=ChipNo)
self.ResultData['Plot']['ROOTObject'] = NoiseMap.Clone(
self.GetUniqueID())
except:
self.ResultData['Plot']['ROOTObject'] = None
print 'DID NOT FIND WIDTHS'
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].GetZaxis().SetRangeUser(
0, 10)
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle(
"Column No.")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle(
"Row No.")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(
1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw('colz')
self.ResultData['Plot']['Caption'] = 'Noise Map (Vcal)'
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
def PopulateResultData(self):
ROOT.gStyle.SetOptStat(0)
ROOT.gPad.SetLogy(0)
ROOT.gPad.SetLogx(0)
# TH2D
self.HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
ChipNo = self.ParentObject.Attributes['ChipNo']
if self.HistoDict.has_option(self.NameSingle, self.Attributes['Map']):
histname = self.HistoDict.get(self.NameSingle,
self.Attributes['Map'])
object = HistoGetter.get_histo(
self.ParentObject.ParentObject.FileHandle,
histname,
rocNo=ChipNo)
self.ResultData['Plot']['ROOTObject'] = object.Clone(
self.GetUniqueID())
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle(
"Column No.")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle(
"Row No.")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(
1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw("colz")
self.Title = 'PH Map: %s' % (self.Attributes['Map']
if 'Map' in self.Attributes else '?')
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
def PopulateResultData(self):
ChipNo = self.ParentObject.Attributes['ChipNo']
ROOT.gPad.SetLogx(0)
ROOT.gPad.SetLogy(0)
ROOT.gStyle.SetOptStat(0)
self.Canvas.Clear()
if 'PixelAlive' in self.ParentObject.ParentObject.ParentObject.Attributes[
'ROOTFiles']:
rootFileHandle = self.ParentObject.ParentObject.ParentObject.Attributes[
'ROOTFiles']['PixelAlive']
histogramName = self.ParentObject.ParentObject.ParentObject.ParentObject.HistoDict.get(
'HighRate', 'AliveMap').format(
ChipNo=self.ParentObject.Attributes['ChipNo'])
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(
rootFileHandle, histogramName).Clone(self.GetUniqueID())
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle(
"Column")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle(
"Row")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis(
).SetTitleOffset(1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw('colz')
self.Title = 'Alive Map: C{ChipNo}'.format(
ChipNo=self.ParentObject.Attributes['ChipNo'])
if self.Canvas:
self.Canvas.SetCanvasSize(500, 500)
self.ResultData['Plot']['Format'] = 'png'
self.SaveCanvas()
def PopulateResultData(self):
#ROOT.gStyle.SetOptStat(0)
#HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
#HistoName = HistoDict.get(self.NameSingle, 'VbgCalibration')
#print HistoName
HistoName= 'Readback.Vbg_readback_VdCal_V0'
ChipNo = self.ParentObject.Attributes['ChipNo']
ROOTFile = self.ParentObject.ParentObject.FileHandle
try:
self.ResultData['Plot']['ROOTObject'] = HistoGetter.get_histo(ROOTFile, HistoName).Clone(self.GetUniqueID())
except:
pass
if self.ResultData['Plot']['ROOTObject']:
Vbg=round(self.ResultData['Plot']['ROOTObject'].GetBinContent(ChipNo+1),3)
self.ResultData['KeyValueDictPairs'] = {
'Vbg': {
'Value':Vbg,
'Label':'Vbg'
},
}
self.ResultData['KeyList'] = ['Vbg']
def analyse_test_list(self, testList):
tests = []
testchain = AbstractClasses.Helper.testchain.parse_test_list(testList)
if testchain:
test = testchain.next()
Testnames = []
while test:
env = AbstractClasses.Helper.environment.environment(test.test_str, self.initParser)
test.environment = env
test.testname = test.test_str.split("@")[0]
Testnames.append(test.test_str.split("@")[0])
test = test.next()
index = 0
test = testchain.next()
if not ('HREfficiency' in Testnames):
tests, test, index = self.appendTemperatureGraph(tests, test, index)
tests, test, index = self.appendHumidityGraph(tests, test, index)
tests, test, index = self.appendCurrentGraph(tests, test, index)
HRTestAdded = False
else:
test = None
self.TestResultEnvironmentObject.IVCurveFiles = {}
# qualifications
QualificationAdded = False
while test:
if 'fulltest' in test.testname.lower():
print '\t-> appendFulltest'
tests, test, index = self.appendFulltest(tests, test, index)
QualificationAdded = True
elif test.testname.lower().startswith('reception'):
print '\t-> appendReception'
tests, test, index = self.appendReception(tests, test, index)
QualificationAdded = True
elif 'powercycle' in test.testname:
test = test.next()
elif 'cycle' in test.testname.lower():
print '\t-> appendTemperatureCycle'
tests, test, index = self.appendTemperatureCycle(tests, test, index)
elif 'xrayspectrum' in test.testname.lower() or 'xraypxar' in test.testname.lower():
print '\t-> appendXraySpectrum'
tests, test, index = self.appendXrayCalibration(tests, test, index)
QualificationAdded = True
elif (
('hrefficiency' in test.testname.lower()
or 'hrdata' in test.testname.lower()
or 'hrscurves' in test.testname.lower()
)
and not HRTestAdded
):
# Accept all tests with names 'HREfficiency'
print '\t-> appendXRayHighRateTest'
tests, test, index = self.appendXRayHighRateTest(tests, test, index)
HRTestAdded = True
QualificationAdded = True
elif 'leakagecurrentpon' in test.testname.lower():
print '\t-> appendLeakageCurrentPON'
tests, test, index = self.appendLeakageCurrentPON(tests, test, index)
else:
if self.verbose:
print '\t-> cannot convert ', test.testname
index += 1
test = test.next()
# single tests
singleTestsList = ['PixelAlive', 'ReadbackCal', 'BumpBonding', 'Scurves', 'Trim', 'GainPedestal', 'Hitmap', 'PhOptimization']
# try to find tests from test list in ini file
if not QualificationAdded:
print "no qualifications found, looking for single tests"
#testchain = AbstractClasses.Helper.testchain.parse_test_list(testList)
if testchain:
test = testchain.next()
index = 0
while test:
if test.testname.lower() in [x.lower() for x in singleTestsList]:
print '\t-> appendSingleTest %s'%test.testname
tests, test, index = self.appendSingleTest(tests, test, index)
QualificationAdded = True
else:
if self.verbose:
print '\t-> cannot convert ', test.testname
index += 1
test = test.next()
# check root files in subfolders directly and try to find something...
if not QualificationAdded:
SubtestfoldersPath = "%s/*_*_*/*.root"%self.TestResultEnvironmentObject.ModuleDataDirectory
SubtestfolderRootFiles = glob.glob(SubtestfoldersPath)
print "found at least some .root files:", SubtestfolderRootFiles
# these defines the histograms which are checked for existence in the .root file
# if found, the single test is added
SingleTestsDicts = [
{'HistoDictSection': 'PixelMap',
'HistoDictEntry': 'Calibrate',
'SingleTestName': 'PixelAlive'},
{'HistoDictSection': 'VcalThresholdUntrimmed',
'HistoDictEntry': 'ThresholdMap',
'SingleTestName': 'Scurves'},
{'HistoDictSection': 'TrimBitMap',
'HistoDictEntry': 'TrimBitMap',
'SingleTestName': 'Trim'},
{'HistoDictSection': 'GainPedestal',
'HistoDictEntry': 'GainPedestalP0',
'SingleTestName': 'GainPedestal'},
{'HistoDictSection': 'PHMap',
'HistoDictEntry': 'MaxPHMap',
'SingleTestName': 'PhOptimization'},
]
for RootFileName in SubtestfolderRootFiles:
RootFile = ROOT.TFile.Open(RootFileName)
if RootFile:
self.check_Test_Software()
print "file: %s =>"%RootFileName
for SingleTestsDict in SingleTestsDicts:
if self.HistoDict.has_option(SingleTestsDict['HistoDictSection'], SingleTestsDict['HistoDictEntry']):
histname = self.HistoDict.get(SingleTestsDict['HistoDictSection'], SingleTestsDict['HistoDictEntry'])
object = HistoGetter.get_histo(RootFile, histname, rocNo = 0)
if object:
SubfolderName = RootFileName.split('/')[-2]
print '\t-> appendSingleTest %s'%test
index = int(SubfolderName.split('_')[0])
Environment = SubfolderName.split('_')[-1]
Temperature = Environment.replace('p','').replace('m', '-')
Directory = SubfolderName
tests, test, index = self.appendSingleTestFromRootfile(tests, SingleTestsDict['SingleTestName'], index, Directory, Environment, Temperature)
QualificationAdded = True
RootFile.Close()
else:
print "cannot open root file '%s'"%RootFileName
if not QualificationAdded:
print "Could not find anything to analyze, check if:"
print " - there is either a correct .ini file in configfiles subfolder containing the test list"
print " - or a .root file in the test subfolder containing histograms with the correct naming convention (eg. like in pxar.cfg)"
self.appendOperationDetails(self.ResultData['SubTestResultDictList'])
return tests
def PopulateResultData(self):
ROOT.gPad.SetLogy(1)
ROOT.gStyle.SetOptStat(1)
ChipNo = self.ParentObject.Attributes['ChipNo']
try:
DeadPixelList = self.ParentObject.ResultData['SubTestResults'][
'PixelMap'].ResultData['KeyValueDictPairs']['DeadPixels'][
'Value']
except:
DeadPixelList = ()
print "warning: could not find pixel alive map, cannot distinguish threshold defects from dead pixels!"
# TH1D
HistoDict = self.ParentObject.ParentObject.ParentObject.HistoDict
histname = HistoDict.get(self.NameSingle, 'ThresholdMap')
ThresholdMap = HistoGetter.get_histo(
self.ParentObject.ParentObject.FileHandle, histname, rocNo=ChipNo)
self.ResultData['Plot']['ROOTObject'] = ROOT.TH1F(
self.GetUniqueID(), 'ThresholdDist', 256, -.5, 255.5)
for col in range(0, ThresholdMap.GetNbinsX()):
for row in range(0, ThresholdMap.GetNbinsY()):
threshold = ThresholdMap.GetBinContent(col + 1, row + 1)
if DeadPixelList is None or (ChipNo, col,
row) not in DeadPixelList:
self.ResultData['Plot']['ROOTObject'].Fill(threshold)
bin_min = self.ResultData['Plot']['ROOTObject'].FindFirstBinAbove()
bin_max = self.ResultData['Plot']['ROOTObject'].FindLastBinAbove()
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetRange(
bin_min - 1, bin_max + 1)
self.ResultData['Plot']['ROOTObject_Map'] = ThresholdMap.Clone(
self.GetUniqueID())
gaus = ROOT.TF1('gaus', 'gaus(0)', 0, 255)
gaus.SetParameters(1600.,
self.ResultData['Plot']['ROOTObject'].GetMean(),
self.ResultData['Plot']['ROOTObject'].GetRMS())
gaus.SetParLimits(0, 0., 4160.)
gaus.SetParLimits(1, 0.,
2. * self.ResultData['Plot']['ROOTObject'].GetMean())
gaus.SetParLimits(2, 0.,
2. * self.ResultData['Plot']['ROOTObject'].GetRMS())
#mG
#switching to gaussian fit so that width is not driven by outliers (counted separately as pixel defects)
self.ResultData['Plot']['ROOTObject'].Fit(gaus, 'QBR', '', 0., 255.)
#MeanVcalThr = self.ResultData['Plot']['ROOTObject'].GetMean()
MeanVcalThr = gaus.GetParameter(1)
#sG
#RMSVcalThr = self.ResultData['Plot']['ROOTObject'].GetRMS()
RMSVcalThr = gaus.GetParameter(2)
#nG
first = self.ResultData['Plot']['ROOTObject'].GetXaxis().GetFirst()
last = self.ResultData['Plot']['ROOTObject'].GetXaxis().GetLast()
IntegralVcalThr = self.ResultData['Plot']['ROOTObject'].Integral(
first, last)
#nG_entries
IntegralVcalThr_Entries = self.ResultData['Plot'][
'ROOTObject'].GetEntries()
under = self.ResultData['Plot']['ROOTObject'].GetBinContent(0)
over = self.ResultData['Plot']['ROOTObject'].GetBinContent(
self.ResultData['Plot']['ROOTObject'].GetNbinsX() + 1)
if self.ParentObject.ResultData['SubTestResults'][
'OpParameters'].ResultData['HiddenData'].has_key('vcalTrim'):
self.vcalTrim = self.ParentObject.ResultData['SubTestResults'][
'OpParameters'].ResultData['HiddenData']['vcalTrim']
else:
self.vcalTrim = 0
if self.vcalTrim < 0:
self.vcalTrim = 0
maxDiff = self.TestResultEnvironmentObject.GradingParameters['tthrTol']
self.ResultData['KeyValueDictPairs'] = {
'N': {
'Value': '{0:1.0f}'.format(IntegralVcalThr),
'Label': 'N'
},
'mu': {
'Value': '{0:1.2f}'.format(MeanVcalThr),
'Label': 'μ'
},
'sigma': {
'Value': '{0:1.2f}'.format(RMSVcalThr),
'Label': 'σ_fit'
},
'vcal': {
'Value': '{0:1.2f}'.format(self.vcalTrim),
'Label': 'vcal'
},
'maxDiff': {
'Value': '{0:1.2f}'.format(maxDiff),
'Label': 'Max Delta'
}
}
self.ResultData['KeyList'] = ['N', 'mu', 'sigma']
if under:
self.ResultData['KeyValueDictPairs']['under'] = {
'Value': '{0:1.2f}'.format(under),
'Label': 'Underflow'
}
self.ResultData['KeyList'].append('under')
if over:
self.ResultData['KeyValueDictPairs']['over'] = {
'Value': '{0:1.2f}'.format(over),
'Label': 'Overflow'
}
self.ResultData['KeyList'].append('over')
if self.ResultData['Plot']['ROOTObject']:
self.ResultData['Plot']['ROOTObject'].SetTitle("")
self.ResultData['Plot']['ROOTObject'].SetAxisRange(0, 100)
self.ResultData['Plot']['ROOTObject'].GetXaxis().SetTitle(
"Vcal Threshold")
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitle(
"No. of Entries")
self.ResultData['Plot']['ROOTObject'].GetXaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].GetYaxis().SetTitleOffset(
1.5)
self.ResultData['Plot']['ROOTObject'].GetYaxis().CenterTitle()
self.ResultData['Plot']['ROOTObject'].Draw()
self.ResultData['Plot']['ROOTObject_LowEdge'] = ROOT.TCutG('lLower', 2)
self.ResultData['Plot']['ROOTObject_LowEdge'].SetPoint(
0, self.vcalTrim - maxDiff, -1e6)
self.ResultData['Plot']['ROOTObject_LowEdge'].SetPoint(
1, self.vcalTrim - maxDiff, +1e6)
self.ResultData['Plot']['ROOTObject_LowEdge'].SetLineColor(ROOT.kRed)
self.ResultData['Plot']['ROOTObject_LowEdge'].SetLineStyle(2)
self.ResultData['Plot']['ROOTObject_LowEdge'].Draw('same')
self.ResultData['Plot']['ROOTObject_UpEdge'] = ROOT.TCutG('lUpper', 2)
self.ResultData['Plot']['ROOTObject_UpEdge'].SetPoint(
0, self.vcalTrim + maxDiff, -1e6)
self.ResultData['Plot']['ROOTObject_UpEdge'].SetPoint(
1, self.vcalTrim + maxDiff, +1e6)
self.ResultData['Plot']['ROOTObject_UpEdge'].SetLineColor(ROOT.kRed)
self.ResultData['Plot']['ROOTObject_UpEdge'].SetLineStyle(2)
self.ResultData['Plot']['ROOTObject_UpEdge'].Draw('same')
if self.ResultData['Plot']['ROOTObject_Map']:
for column in range(self.nCols): # Column
for row in range(self.nRows): # Row
if DeadPixelList is None or (ChipNo, column,
row) not in DeadPixelList:
self.HasThresholdDefect(column, row)
self.Title = 'Vcal Threshold Trimmed'
self.SaveCanvas()
self.ResultData['KeyValueDictPairs']['TrimProblems'] = {
'Value': self.ThrDefectList,
'Label': 'Trim Problems'
}
self.ResultData['KeyValueDictPairs']['NTrimProblems'] = {
'Value': len(self.ThrDefectList),
'Label': 'N Trim Problems'
}
self.ResultData['KeyList'].append('NTrimProblems')