def plotTruthL1Together(self):
c = TCanvas('cTimeWindowTruthL1',"Time Window Truth L1")
effL1Muon3x3 = self.fileHandler.getHistogram('efficiency/L1MuonTruth3x3_Efficiency')
effL1Muon3x3TW = self.fileHandler.getHistogram('efficiency/L1MuonTruthTimeWindow3x3_Efficiency')
effL1Muon3x3.SetMarkerStyle(22)
effL1Muon3x3.SetMarkerColor(colorRwthDarkBlue)
effL1Muon3x3.SetLineColor(colorRwthDarkBlue)
effL1Muon3x3.SetTitle('Efficiency Truth in 3x3 grid;p_{T} / GeV;rel. fraction')
effL1Muon3x3.Draw()
c.Update()
effL1Muon3x3.GetPaintedGraph().GetXaxis().SetRangeUser(0,40)
#effL1Muon3x3.GetPaintedGraph().GetYaxis().SetRangeUser(0.996,1.001)
effL1Muon3x3TW.SetMarkerStyle(23)
effL1Muon3x3TW.SetMarkerColor(colorRwthMagenta)
effL1Muon3x3TW.SetLineColor(colorRwthMagenta)
effL1Muon3x3TW.Draw('same')
setupAxes(effL1Muon3x3)
legend = TLegend(0.55,0.1,0.9,0.3)
legend.AddEntry(effL1Muon3x3,'Matches to L1 Truth in 3x3 grid','ep')
legend.AddEntry(effL1Muon3x3TW,'Matches to L1 Truth in 3x3 grid and time window','ep')
legend.Draw()
label = None
if self.data:
label = drawLabelCmsPrivateData()
else:
label = drawLabelCmsPrivateSimulation()
c.Update()
return c, label, effL1Muon3x3, effL1Muon3x3TW, legend
def plotTruthL1Together(self):
c = TCanvas('cTimeWindowTruthL1',"Time Window Truth L1")
effL1Muon3x3 = self.fileHandler.getHistogram('hoMuonAnalyzer/efficiency/L1MuonTruth3x3_Efficiency')
effL1Muon3x3TW = self.fileHandler.getHistogram('hoMuonAnalyzer/efficiency/L1MuonTruthTimeWindow3x3_Efficiency')
effL1Muon3x3.SetMarkerStyle(22)
effL1Muon3x3.SetMarkerColor(colorRwthDarkBlue)
effL1Muon3x3.SetLineColor(colorRwthDarkBlue)
effL1Muon3x3.SetTitle('Efficiency Truth in 3x3 grid;p_{T} / GeV;rel. fraction')
effL1Muon3x3.Draw()
c.Update()
effL1Muon3x3.GetPaintedGraph().GetXaxis().SetRangeUser(0,40)
#effL1Muon3x3.GetPaintedGraph().GetYaxis().SetRangeUser(0.996,1.001)
effL1Muon3x3TW.SetMarkerStyle(23)
effL1Muon3x3TW.SetMarkerColor(colorRwthMagenta)
effL1Muon3x3TW.SetLineColor(colorRwthMagenta)
effL1Muon3x3TW.Draw('same')
setupAxes(effL1Muon3x3)
legend = TLegend(0.55,0.1,0.9,0.3)
legend.AddEntry(effL1Muon3x3,'Matches to L1 Truth in 3x3 grid','ep')
legend.AddEntry(effL1Muon3x3TW,'Matches to L1 Truth in 3x3 grid and time window','ep')
legend.Draw()
label = None
if self.data:
label = drawLabelCmsPrivateData()
else:
label = drawLabelCmsPrivateSimulation()
c.Update()
return c, label, effL1Muon3x3, effL1Muon3x3TW, legend
def drawLabel(self): label = None if self.data: label = drawLabelCmsPrivateData() else: label = drawLabelCmsPrivateSimulation() return label
def plot3x3MatchQualityCodes(self):
c = TCanvas('cMatchQC3x3','Match QC 3x3',0,0,900,700)
c.SetLogz()
hist = self.fileHandler.getHistogram('hoMuonAnalyzer/qualityCode/L1Muon3x3Match_QcVsPt')
hist.SetStats(0)
hist.Scale(1,'width')
hist.Draw('colz')
c.Update()
setupPalette(hist)
c.Update()
label = None
if self.data:
label = drawLabelCmsPrivateData()
else:
label = drawLabelCmsPrivateSimulation()
c.Update()
box = TBox(0,6.5,180,7.5)
box.SetLineColor(3)
box.SetLineWidth(2)
box.Draw()
c.Update()
return hist,c,label,box
def drawLabel(self, x1ndc=0.6, y1ndc=0.90, x2ndc=0.9, y2ndc=0.93):
label = None
if self.data:
label = drawLabelCmsPrivateData(x1ndc, y1ndc, x2ndc, y2ndc)
else:
label = drawLabelCmsPrivateSimulation(x1ndc, y1ndc, x2ndc, y2ndc)
return label
def plotBxidVsPtMatch(self):
c = TCanvas('cBxidVsPtMatch','BxidVsPtMatch',800,1200)
c.Divide(1,2)
c.cd(1).SetLogz()
hist = self.fileHandler.getHistogram('hoMuonAnalyzer/time/L1Muon3x3Match_BxIdVsPt')
hist.SetStats(0)
setupAxes(hist)
hist.SetTitle('Successful matching in 3x3;p_{T} / GeV;BX ID;# entries')
hist.GetYaxis().SetRangeUser(-3,3)
histCopy = hist.DrawCopy('colz')
c.Update()
setupPalette(histCopy)
c.Update()
label = None
if self.data:
label = drawLabelCmsPrivateData()
else:
label = drawLabelCmsPrivateSimulation()
c.cd(2).SetLogz()
hist.Scale(1,'width')
hist.SetTitle(hist.GetTitle() + ', by bin width')
hist.GetZaxis().SetTitle('# entries / GeV')
hist.Draw('colz')
c.Update()
setupPalette(hist)
c.Update()
labelBottom = None
if self.data:
labelBottom = drawLabelCmsPrivateData()
else:
labelBottom = drawLabelCmsPrivateSimulation()
c.Update()
c.SaveAs('plots/efficiencyWithTime/bxIdVsPt3x3Match.gif')
return c, hist,label,labelBottom
def plotBxidVsPtMatch(self):
c = TCanvas('cBxidVsPtMatch','BxidVsPtMatch',800,1200)
c.Divide(1,2)
c.cd(1).SetLogz()
hist = self.fileHandler.getHistogram('time/L1Muon3x3Match_BxIdVsPt')
hist.SetStats(0)
setupAxes(hist)
hist.SetTitle('Successful matching in 3x3;p_{T} / GeV;BX ID;# entries')
hist.GetYaxis().SetRangeUser(-3,3)
histCopy = hist.DrawCopy('colz')
c.Update()
setupPalette(histCopy)
c.Update()
label = None
if self.data:
label = drawLabelCmsPrivateData()
else:
label = drawLabelCmsPrivateSimulation()
c.cd(2).SetLogz()
hist.Scale(1,'width')
hist.SetTitle(hist.GetTitle() + ', by bin width')
hist.GetZaxis().SetTitle('# entries / GeV')
hist.Draw('colz')
c.Update()
setupPalette(hist)
c.Update()
labelBottom = None
if self.data:
labelBottom = drawLabelCmsPrivateData()
else:
labelBottom = drawLabelCmsPrivateSimulation()
c.Update()
c.SaveAs('plots/efficiencyWithTime/bxIdVsPt3x3Match.gif')
return c, hist,label,labelBottom
def plot3x3FailQualityCodes(self):
c = TCanvas('cFailQC3x3','Fail QC 3x3',910,0,900,700)
c.SetLogz()
hist = self.fileHandler.getHistogram('hoMuonAnalyzer/qualityCode/L1Muon3x3Fail_QcVsPt')
hist.SetStats(0)
hist.Scale(1,'width')
hist.Draw('colz')
c.Update()
setupPalette(hist)
c.Update()
label = None
if self.data:
label = drawLabelCmsPrivateData()
else:
label = drawLabelCmsPrivateSimulation()
c.Update()
return hist,c,label
def plotTimeWindowAlone(self):
c = TCanvas('cTimeWindowAlone',"Time Window Alone")
effL1Muon3x3Truth = self.fileHandler.getHistogram('efficiency/L1MuonTruthTimeWindow3x3_Efficiency')
effL1Muon3x3 = self.fileHandler.getHistogram('efficiency/L1MuonTimeWindow3x3_Efficiency')
effL1Muon3x3.SetMarkerStyle(22)
effL1Muon3x3.SetMarkerColor(colorRwthDarkBlue)
effL1Muon3x3.SetLineColor(colorRwthDarkBlue)
effL1Muon3x3.SetTitle('Efficiency in 3x3 grid with time window;p_{T} / GeV;rel. fraction')
effL1Muon3x3.Draw()
c.Update()
effL1Muon3x3.GetPaintedGraph().GetXaxis().SetRangeUser(0,40)
#effL1Muon3x3.GetPaintedGraph().GetYaxis().SetRangeUser(0.996,1.001)
effL1Muon3x3Truth.SetMarkerStyle(23)
effL1Muon3x3Truth.SetMarkerColor(colorRwthMagenta)
effL1Muon3x3Truth.SetLineColor(colorRwthMagenta)
effL1Muon3x3Truth.Draw('same')
setupAxes(effL1Muon3x3)
legend = TLegend(0.55,0.1,0.9,0.3)
legend.AddEntry(effL1Muon3x3,'Matches in 3x3 grid','ep')
legend.AddEntry(effL1Muon3x3Truth,'Matches to truth in 3x3 grid','ep')
legend.Draw()
label = None
if self.data:
label = drawLabelCmsPrivateData()
else:
label = drawLabelCmsPrivateSimulation()
c.Update()
c.SaveAs('plots/efficiencyWithTime/allL1AndL1Truth3x3.gif')
return c, effL1Muon3x3,effL1Muon3x3Truth,label,legend
def drawLabel(self,labelPosition = {'x1ndc' : 0.6, 'y1ndc' : 0.95, 'x2ndc' : 0.9, 'y2ndc' : 0.98}):
if self.data:
label = drawLabelCmsPrivateData(labelPosition['x1ndc'],labelPosition['y1ndc'],labelPosition['x2ndc'],labelPosition['y2ndc'])
else:
label = drawLabelCmsPrivateSimulation(labelPosition['x1ndc'],labelPosition['y1ndc'],labelPosition['x2ndc'],labelPosition['y2ndc'])
return label
def buildTripleCanvasWithResiduals(self,hSimHo, hSimPuHo, hDataHo,canvasName = 'cTripleCanvas',legendPostix = 'HO Only',ylabel = '# entries'):
canvas = TCanvas(canvasName,canvasName,1800,1000)
canvas.Divide(3,1)
##
# Sim No PU and Data
##
hSimHo.SetLineColor(colorRwthDarkBlue)
hSimHo.SetStats(0)
hSimHo.SetTitle('No PU and Data compared;E_{HO} / a.u.;' + ylabel)
hDataHo.SetLineColor(colorRwthMagenta)
hSimPuHo.SetLineColor(colorRwthTuerkis)
pad1 = makeResidualsPad(canvas.cd(1))
pad1.cd(1).SetLogy()
pad1.cd(2).SetLogy()
pad1.cd(1)
hSimHo.Draw()
hDataHo.DrawCopy('same')
label = drawLabelCmsPrivateData()
legend = getLegend(x1=.5,y1 = 0.75,y2=.9)
legend.AddEntry(hSimHo,'Sim No PU, ' + legendPostix,'l')
legend.AddEntry(hDataHo,'Data, ' + legendPostix,'l')
legend.Draw()
setupAxes(hSimHo)
##
# Sim PU52 and Data
##
pad2 = makeResidualsPad(canvas.cd(2))
pad2.cd(1).SetLogy()
pad2.cd(2).SetLogy()
pad2.cd(1)
setupAxes(hSimPuHo)
hSimPuHo.SetStats(0)
hSimPuHo.SetTitle('PU52 and Data compared;E_{HO} / a.u.;' + ylabel)
hSimPuHo.DrawCopy('')
hDataHo.DrawCopy('same')
label2 = drawLabelCmsPrivateData()
legend2 = getLegend(x1=.5,y1 = 0.75,y2=.9)
legend2.AddEntry(hSimPuHo,'Sim PU52, ' + legendPostix,'l')
legend2.AddEntry(hDataHo,'Data, ' + legendPostix,'l')
legend2.Draw()
##
# Sim No PU and Sim PU 52
##
pad3 = makeResidualsPad(canvas.cd(3))
pad3.cd(1).SetLogy()
pad3.cd(2).SetLogy()
pad3.cd(1)
hSimPuHo.SetStats(0)
setupAxes(hSimPuHo)
hSimPuHo.SetTitle('PU52 and No PU Simulation compared;E_{HO} / a.u.;' + ylabel)
hSimPuHo.Draw('')
hSimHo.DrawCopy('same')
label3 = drawLabelCmsPrivateData()
legend3 = getLegend(x1=.5,y1 = 0.75,y2=.9)
legend3.AddEntry(hSimPuHo,'Sim PU52, ' + legendPostix,'l')
legend3.AddEntry(hSimHo,'Sim No PU, ' + legendPostix,'l')
legend3.Draw()
#Do the ratio
pad1.cd(2)
cloneData = hSimHo.Clone('cloneData')
cloneData.SetTitle(';E_{HO} / a.u.;Sim/Data')
cloneData.Sumw2()
setupAxes(cloneData)
cloneData.GetYaxis().SetTitleSize(0.05)
cloneData.GetYaxis().SetLabelSize(0.05)
cloneData.GetXaxis().SetTitleSize(0.05)
cloneData.GetXaxis().SetLabelSize(0.05)
cloneData.GetYaxis().CenterTitle()
cloneData.Divide(hDataHo)
cloneData.SetLineWidth(1)
cloneData.SetMarkerStyle(6)
cloneData.SetMarkerColor(colorRwthMagenta)
cloneData.SetLineColor(colorRwthMagenta)
cloneData.Draw('ep')
pad2.cd(2)
clonePuAndData = hSimPuHo.Clone('clonePuAndData')
setupAxes(clonePuAndData)
clonePuAndData.GetYaxis().SetTitleSize(0.05)
clonePuAndData.GetYaxis().SetLabelSize(0.05)
clonePuAndData.GetXaxis().SetTitleSize(0.05)
clonePuAndData.GetXaxis().SetLabelSize(0.05)
clonePuAndData.GetYaxis().CenterTitle()
clonePuAndData.SetTitle(';E_{HO} / a.u.;Sim/Data')
clonePuAndData.Sumw2()
clonePuAndData.Divide(hDataHo)
clonePuAndData.SetLineWidth(1)
clonePuAndData.SetMarkerStyle(6)
clonePuAndData.SetMarkerColor(colorRwthTuerkis)
clonePuAndData.SetLineColor(colorRwthTuerkis)
clonePuAndData.Draw('ep')
pad3.cd(2)
clonePuAndNoPu = hSimHo.Clone('clonePuAndNoPu')
setupAxes(clonePuAndNoPu)
clonePuAndNoPu.GetYaxis().SetTitleSize(0.05)
clonePuAndNoPu.GetYaxis().SetLabelSize(0.05)
clonePuAndNoPu.GetXaxis().SetTitleSize(0.05)
clonePuAndNoPu.GetXaxis().SetLabelSize(0.05)
clonePuAndNoPu.GetYaxis().CenterTitle()
clonePuAndNoPu.SetTitle(';E_{HO} / a.u.;Sim No PU/Sim PU52')
clonePuAndNoPu.Sumw2()
clonePuAndNoPu.Divide(hSimPuHo)
clonePuAndNoPu.SetLineWidth(1)
clonePuAndNoPu.SetMarkerStyle(6)
clonePuAndNoPu.SetMarkerColor(colorRwthDarkBlue)
clonePuAndNoPu.SetLineColor(colorRwthDarkBlue)
clonePuAndNoPu.Draw('ep')
return canvas, hSimHo,hDataHo,hSimPuHo,cloneData,clonePuAndData,clonePuAndNoPu, legend,legend2,legend3, label2, label3 ,label
def compareEnergyPerWheel(self):
namesHo = [
'energy/perWheel/horeco_Energy_M1',
'energy/perWheel/horeco_Energy_M0',
'energy/perWheel/horeco_Energy_P0',
'energy/perWheel/horeco_Energy_P1'
]
namesMatched = [
'energy/perWheel/L1MuonWithHoMatchAboveThr_Energy_M1',
'energy/perWheel/L1MuonWithHoMatchAboveThr_Energy_M0',
'energy/perWheel/L1MuonWithHoMatchAboveThr_Energy_P0',
'energy/perWheel/L1MuonWithHoMatchAboveThr_Energy_P1'
]
canvas = TCanvas('compareCanvas','comparison',1800,500)
canvas.Divide(4,1)
objectStorage = []
for i in range (0,4):
canvas.cd(i+1).SetLogy()
hSimHo = self.fileHandlerSimulation.getHistogram(namesHo[i])
hSimHo.SetLineColor(colorRwthDarkBlue)
hSimMatch = self.fileHandlerSimulation.getHistogram(namesMatched[i])
hSimMatch.SetLineColor(colorRwthDarkBlue)
hSimMatch.SetLineStyle(7)
hDataHo = self.fileHandler.getHistogram(namesHo[i])
hDataHo.SetLineColor(colorRwthMagenta)
hDataMatch = self.fileHandler.getHistogram(namesMatched[i])
hDataMatch.SetLineColor(colorRwthMagenta)
hDataMatch.SetLineStyle(7)
hSimPuHo = self.fileHandlerSimulationPu.getHistogram(namesHo[i])
hSimPuHo.SetLineColor(colorRwthTuerkis)
hSimPuMatch = self.fileHandlerSimulationPu.getHistogram(namesMatched[i])
hSimPuMatch.SetLineColor(colorRwthTuerkis)
hSimPuMatch.SetLineStyle(7)
hSimHo.Draw()
hSimMatch.Draw('same')
hDataHo.Draw('same')
hDataMatch.Draw('same')
hSimPuHo.Draw('same')
hSimPuMatch.Draw('same')
legend = getLegend(y1 =.6,y2=.9)
legend.AddEntry(hSimHo,'Sim, HO Only','l').SetTextFont(62)
legend.AddEntry(hSimMatch,'Sim, HO matched','l').SetTextFont(62)
legend.AddEntry(hDataHo,'Data, HO Only','l').SetTextFont(62)
legend.AddEntry(hDataMatch,'Data HO Matched','l').SetTextFont(62)
legend.AddEntry(hSimPuHo,'Sim PU52, HO Only','l').SetTextFont(62)
legend.AddEntry(hSimPuMatch,'Sim PU52 HO Matched','l').SetTextFont(62)
legend.Draw()
label = drawLabelCmsPrivateData()
objectStorage.append([hSimHo,hSimMatch,hDataHo,hDataMatch,hSimPuHo,hSimPuMatch,legend,label])
canvas.Update()
self.storeCanvas(canvas,'energyComparison/energyPerWheelDataAndSimNormed')
return canvas,objectStorage
def compareEnergyPerWheel(self):
namesHo = [
'energy/perWheel/horeco_Energy_M1',
'energy/perWheel/horeco_Energy_M0',
'energy/perWheel/horeco_Energy_P0',
'energy/perWheel/horeco_Energy_P1'
]
namesMatched = [
'energy/perWheel/L1MuonWithHoMatchAboveThr_Energy_M1',
'energy/perWheel/L1MuonWithHoMatchAboveThr_Energy_M0',
'energy/perWheel/L1MuonWithHoMatchAboveThr_Energy_P0',
'energy/perWheel/L1MuonWithHoMatchAboveThr_Energy_P1'
]
canvas = TCanvas('compareCanvas', 'comparison', 1800, 500)
canvas.Divide(4, 1)
objectStorage = []
for i in range(0, 4):
canvas.cd(i + 1).SetLogy()
hSimHo = self.fileHandlerSimulation.getHistogram(namesHo[i])
hSimHo.SetLineColor(colorRwthDarkBlue)
hSimMatch = self.fileHandlerSimulation.getHistogram(
namesMatched[i])
hSimMatch.SetLineColor(colorRwthDarkBlue)
hSimMatch.SetLineStyle(7)
hDataHo = self.fileHandler.getHistogram(namesHo[i])
hDataHo.SetLineColor(colorRwthMagenta)
hDataMatch = self.fileHandler.getHistogram(namesMatched[i])
hDataMatch.SetLineColor(colorRwthMagenta)
hDataMatch.SetLineStyle(7)
hSimPuHo = self.fileHandlerSimulationPu.getHistogram(namesHo[i])
hSimPuHo.SetLineColor(colorRwthTuerkis)
hSimPuMatch = self.fileHandlerSimulationPu.getHistogram(
namesMatched[i])
hSimPuMatch.SetLineColor(colorRwthTuerkis)
hSimPuMatch.SetLineStyle(7)
hSimHo.Draw()
hSimMatch.Draw('same')
hDataHo.Draw('same')
hDataMatch.Draw('same')
hSimPuHo.Draw('same')
hSimPuMatch.Draw('same')
legend = getLegend(y1=.6, y2=.9)
legend.AddEntry(hSimHo, 'Sim, HO Only', 'l').SetTextFont(62)
legend.AddEntry(hSimMatch, 'Sim, HO matched', 'l').SetTextFont(62)
legend.AddEntry(hDataHo, 'Data, HO Only', 'l').SetTextFont(62)
legend.AddEntry(hDataMatch, 'Data HO Matched', 'l').SetTextFont(62)
legend.AddEntry(hSimPuHo, 'Sim PU52, HO Only', 'l').SetTextFont(62)
legend.AddEntry(hSimPuMatch, 'Sim PU52 HO Matched',
'l').SetTextFont(62)
legend.Draw()
label = drawLabelCmsPrivateData()
objectStorage.append([
hSimHo, hSimMatch, hDataHo, hDataMatch, hSimPuHo, hSimPuMatch,
legend, label
])
canvas.Update()
self.storeCanvas(canvas,
'energyComparison/energyPerWheelDataAndSimNormed')
return canvas, objectStorage
def buildTripleCanvasWithResiduals(self,
hSimHo,
hSimPuHo,
hDataHo,
canvasName='cTripleCanvas',
legendPostix='HO Only',
ylabel='# entries'):
canvas = TCanvas(canvasName, canvasName, 1800, 1000)
canvas.Divide(3, 1)
##
# Sim No PU and Data
##
hSimHo.SetLineColor(colorRwthDarkBlue)
hSimHo.SetStats(0)
hSimHo.SetTitle('No PU and Data compared;E_{HO} / a.u.;' + ylabel)
hDataHo.SetLineColor(colorRwthMagenta)
hSimPuHo.SetLineColor(colorRwthTuerkis)
pad1 = makeResidualsPad(canvas.cd(1))
pad1.cd(1).SetLogy()
pad1.cd(2).SetLogy()
pad1.cd(1)
hSimHo.Draw()
hDataHo.DrawCopy('same')
label = drawLabelCmsPrivateData()
legend = getLegend(x1=.5, y1=0.75, y2=.9)
legend.AddEntry(hSimHo, 'Sim No PU, ' + legendPostix, 'l')
legend.AddEntry(hDataHo, 'Data, ' + legendPostix, 'l')
legend.Draw()
setupAxes(hSimHo)
##
# Sim PU52 and Data
##
pad2 = makeResidualsPad(canvas.cd(2))
pad2.cd(1).SetLogy()
pad2.cd(2).SetLogy()
pad2.cd(1)
setupAxes(hSimPuHo)
hSimPuHo.SetStats(0)
hSimPuHo.SetTitle('PU52 and Data compared;E_{HO} / a.u.;' + ylabel)
hSimPuHo.DrawCopy('')
hDataHo.DrawCopy('same')
label2 = drawLabelCmsPrivateData()
legend2 = getLegend(x1=.5, y1=0.75, y2=.9)
legend2.AddEntry(hSimPuHo, 'Sim PU52, ' + legendPostix, 'l')
legend2.AddEntry(hDataHo, 'Data, ' + legendPostix, 'l')
legend2.Draw()
##
# Sim No PU and Sim PU 52
##
pad3 = makeResidualsPad(canvas.cd(3))
pad3.cd(1).SetLogy()
pad3.cd(2).SetLogy()
pad3.cd(1)
hSimPuHo.SetStats(0)
setupAxes(hSimPuHo)
hSimPuHo.SetTitle('PU52 and No PU Simulation compared;E_{HO} / a.u.;' +
ylabel)
hSimPuHo.Draw('')
hSimHo.DrawCopy('same')
label3 = drawLabelCmsPrivateData()
legend3 = getLegend(x1=.5, y1=0.75, y2=.9)
legend3.AddEntry(hSimPuHo, 'Sim PU52, ' + legendPostix, 'l')
legend3.AddEntry(hSimHo, 'Sim No PU, ' + legendPostix, 'l')
legend3.Draw()
#Do the ratio
pad1.cd(2)
cloneData = hSimHo.Clone('cloneData')
cloneData.SetTitle(';E_{HO} / a.u.;Sim/Data')
cloneData.Sumw2()
setupAxes(cloneData)
cloneData.GetYaxis().SetTitleSize(0.05)
cloneData.GetYaxis().SetLabelSize(0.05)
cloneData.GetXaxis().SetTitleSize(0.05)
cloneData.GetXaxis().SetLabelSize(0.05)
cloneData.GetYaxis().CenterTitle()
cloneData.Divide(hDataHo)
cloneData.SetLineWidth(1)
cloneData.SetMarkerStyle(6)
cloneData.SetMarkerColor(colorRwthMagenta)
cloneData.SetLineColor(colorRwthMagenta)
cloneData.Draw('ep')
pad2.cd(2)
clonePuAndData = hSimPuHo.Clone('clonePuAndData')
setupAxes(clonePuAndData)
clonePuAndData.GetYaxis().SetTitleSize(0.05)
clonePuAndData.GetYaxis().SetLabelSize(0.05)
clonePuAndData.GetXaxis().SetTitleSize(0.05)
clonePuAndData.GetXaxis().SetLabelSize(0.05)
clonePuAndData.GetYaxis().CenterTitle()
clonePuAndData.SetTitle(';E_{HO} / a.u.;Sim/Data')
clonePuAndData.Sumw2()
clonePuAndData.Divide(hDataHo)
clonePuAndData.SetLineWidth(1)
clonePuAndData.SetMarkerStyle(6)
clonePuAndData.SetMarkerColor(colorRwthTuerkis)
clonePuAndData.SetLineColor(colorRwthTuerkis)
clonePuAndData.Draw('ep')
pad3.cd(2)
clonePuAndNoPu = hSimHo.Clone('clonePuAndNoPu')
setupAxes(clonePuAndNoPu)
clonePuAndNoPu.GetYaxis().SetTitleSize(0.05)
clonePuAndNoPu.GetYaxis().SetLabelSize(0.05)
clonePuAndNoPu.GetXaxis().SetTitleSize(0.05)
clonePuAndNoPu.GetXaxis().SetLabelSize(0.05)
clonePuAndNoPu.GetYaxis().CenterTitle()
clonePuAndNoPu.SetTitle(';E_{HO} / a.u.;Sim No PU/Sim PU52')
clonePuAndNoPu.Sumw2()
clonePuAndNoPu.Divide(hSimPuHo)
clonePuAndNoPu.SetLineWidth(1)
clonePuAndNoPu.SetMarkerStyle(6)
clonePuAndNoPu.SetMarkerColor(colorRwthDarkBlue)
clonePuAndNoPu.SetLineColor(colorRwthDarkBlue)
clonePuAndNoPu.Draw('ep')
return canvas, hSimHo, hDataHo, hSimPuHo, cloneData, clonePuAndData, clonePuAndNoPu, legend, legend2, legend3, label2, label3, label