def EffiGraph1D(effDataList, effMCList, sfList ,etaPlot,nameout):
W = 800
H = 800
yUp = 0.45
canName = 'totoPt'
if etaPlot:
canName = 'totoEta'
c = rt.TCanvas(canName,canName,50,50,H,W)
c.SetTopMargin(0.055)
c.SetBottomMargin(0.10)
c.SetLeftMargin(0.12)
p1 = rt.TPad( canName + '_up', canName + '_up', 0, yUp, 1, 1, 0,0,0)
p2 = rt.TPad( canName + '_do', canName + '_do', 0, 0, 1, yUp, 0,0,0)
p1.SetBottomMargin(0.0075)
p1.SetTopMargin( c.GetTopMargin()*1/(1-yUp))
p2.SetTopMargin( 0.0075)
p2.SetBottomMargin( c.GetBottomMargin()*1/yUp)
p1.SetLeftMargin( c.GetLeftMargin() )
p2.SetLeftMargin( c.GetLeftMargin() )
firstGraph = True
leg = rt.TLegend(0.5,0.80,0.95 ,0.92)
leg.SetFillColor(0)
leg.SetBorderSize(0)
if not etaPlot:
p1.SetLogx()
p2.SetLogx()
igr = 0
listOfTGraph1 = []
listOfTGraph2 = []
listOfMC = []
xMin = 10
xMax = 200
if etaPlot:
xMin = 0.0
# xMin = -2.60
xMax = +2.60
minmax = findMinMax( effDataList )
effiMin = minmax[0]
effiMax = minmax[1]
for key in sorted(effDataList.keys()):
grBinsEffData = effUtil.makeTGraphFromList(effDataList[key], 'min', 'max')
grBinsSF = effUtil.makeTGraphFromList(sfList[key] , 'min', 'max')
grBinsEffMC = None
if not effMCList is None:
grBinsEffMC = effUtil.makeTGraphFromList(effMCList[key], 'min', 'max')
grBinsEffMC.SetLineStyle( rt.kDashed )
grBinsEffMC.SetLineColor( graphColors[igr] )
grBinsEffMC.SetMarkerSize( 0 )
grBinsEffMC.SetLineWidth( 2 )
grBinsSF .SetMarkerColor( graphColors[igr] )
grBinsSF .SetLineColor( graphColors[igr] )
grBinsSF .SetLineWidth(2)
grBinsEffData.SetMarkerColor( graphColors[igr] )
grBinsEffData.SetLineColor( graphColors[igr] )
grBinsEffData.SetLineWidth(2)
grBinsEffData.GetHistogram().SetMinimum(effiMin)
grBinsEffData.GetHistogram().SetMaximum(effiMax)
# if not etaPlot:
### for pT 1D plot, use the actual TGraph range
# xMin = grBinsEffData.GetHistogram().GetXaxis().GetXmin()
# xMax = grBinsEffData.GetHistogram().GetXaxis().GetXmax()
# if grBinsEffData.GetHistogram().GetXaxis().GetXmin() < xMin:
# xMin = grBinsEffData.GetHistogram().GetXaxis().GetXmin()
#if grBinsEffData.GetHistogram().GetXaxis().GetXmax() > xMax:
# xMax = grBinsEffData.GetHistogram().GetXaxis().GetXmax()
grBinsEffData.GetHistogram().GetXaxis().SetLimits(xMin,xMax)
grBinsSF.GetHistogram() .GetXaxis().SetLimits(xMin,xMax)
grBinsSF.GetHistogram().SetMinimum(sfMin)
grBinsSF.GetHistogram().SetMaximum(sfMax)
grBinsSF.GetHistogram().GetXaxis().SetTitleOffset(1)
if etaPlot:
grBinsSF.GetHistogram().GetXaxis().SetTitle("SuperCluster #eta")
else:
grBinsSF.GetHistogram().GetXaxis().SetTitle("p_{T} [GeV]")
grBinsSF.GetHistogram().GetYaxis().SetTitle("Data / MC " )
grBinsSF.GetHistogram().GetYaxis().SetTitleOffset(1)
grBinsEffData.GetHistogram().GetYaxis().SetTitleOffset(1)
grBinsEffData.GetHistogram().GetYaxis().SetTitle("Data efficiency" )
grBinsEffData.GetHistogram().GetYaxis().SetRangeUser( effiMin, effiMax )
### to avoid loosing the TGraph keep it in memory by adding it to a list
listOfTGraph1.append( grBinsEffData )
listOfTGraph2.append( grBinsSF )
listOfMC.append( grBinsEffMC )
if etaPlot:
leg.AddEntry( grBinsEffData, '%3.0f #leq p_{T} #leq %3.0f GeV' % (float(key[0]),float(key[1])), "PL")
else:
leg.AddEntry( grBinsEffData, '%1.3f #leq | #eta | #leq %1.3f' % (float(key[0]),float(key[1])), "PL")
for igr in range(len(listOfTGraph1)+1):
option = "P"
if igr == 1:
option = "AP"
use_igr = igr
if use_igr == len(listOfTGraph1):
use_igr = 0
listOfTGraph1[use_igr].SetLineColor(graphColors[use_igr])
listOfTGraph1[use_igr].SetMarkerColor(graphColors[use_igr])
if not listOfMC[use_igr] is None:
listOfMC[use_igr].SetLineColor(graphColors[use_igr])
listOfTGraph1[use_igr].GetHistogram().SetMinimum(effiMin)
listOfTGraph1[use_igr].GetHistogram().SetMaximum(effiMax)
p1.cd()
listOfTGraph1[use_igr].Draw(option)
if not listOfMC[use_igr] is None:
listOfMC[use_igr].Draw("ez")
p2.cd()
listOfTGraph2[use_igr].SetLineColor(graphColors[use_igr])
listOfTGraph2[use_igr].SetMarkerColor(graphColors[use_igr])
listOfTGraph2[use_igr].GetHistogram().SetMinimum(sfMin)
listOfTGraph2[use_igr].GetHistogram().SetMaximum(sfMax)
if not etaPlot:
listOfTGraph2[use_igr].GetHistogram().GetXaxis().SetMoreLogLabels()
listOfTGraph2[use_igr].GetHistogram().GetXaxis().SetNoExponent()
listOfTGraph2[use_igr].Draw(option)
lineAtOne = rt.TLine(xMin,1,xMax,1)
lineAtOne.SetLineStyle(rt.kDashed)
lineAtOne.SetLineWidth(2)
p2.cd()
lineAtOne.Draw()
c.cd()
p2.Draw()
p1.Draw()
leg.Draw()
CMS_lumi.CMS_lumi(c, 4, 10)
c.Print(nameout)
def EffiGraph1D(effDataList,
effMCList,
sfList,
nameout,
xAxis='pT',
yAxis='eta'):
W = 800
H = 800
yUp = 0.45
canName = 'toto' + xAxis
c = rt.TCanvas(canName, canName, 50, 50, H, W)
c.SetTopMargin(0.055)
c.SetBottomMargin(0.10)
c.SetLeftMargin(0.12)
p1 = rt.TPad(canName + '_up', canName + '_up', 0, yUp, 1, 1, 0, 0, 0)
p2 = rt.TPad(canName + '_do', canName + '_do', 0, 0, 1, yUp, 0, 0, 0)
p1.SetBottomMargin(0.0075)
p1.SetTopMargin(c.GetTopMargin() * 1 / (1 - yUp))
p2.SetTopMargin(0.0075)
p2.SetBottomMargin(c.GetBottomMargin() * 1 / yUp)
p1.SetLeftMargin(c.GetLeftMargin())
p2.SetLeftMargin(c.GetLeftMargin())
firstGraph = True
leg = rt.TLegend(0.5, 0.80, 0.95, 0.92)
leg.SetFillColor(0)
leg.SetBorderSize(0)
igr = 0
listOfTGraph1 = []
listOfTGraph2 = []
listOfMC = []
xMin = 10
xMax = 200
if 'pT' in xAxis or 'pt' in xAxis:
p1.SetLogx()
p2.SetLogx()
xMin = 10
#xMax = 500
xMax = 50 #bing
elif 'vtx' in xAxis or 'Vtx' in xAxis or 'PV' in xAxis:
xMin = 3
xMax = 42
elif 'eta' in xAxis or 'Eta' in xAxis:
xMin = -2.60
xMax = +2.60
if 'abs' in xAxis or 'Abs' in xAxis:
xMin = 0.0
effminmax = findMinMax(effDataList)
effiMin = effminmax[0]
effiMax = effminmax[1]
effiMin = 0.18
effiMax = 1.35
sfminmax = findMinMax(sfList)
sfMin = sfminmax[0]
sfMin = 0.78
#sfMax = 1.52
sfMax = 1.31
#sfMin = sfminmax[0]#bing
#sfMax = 2.1#bing
for key in sorted(effDataList.keys()):
grBinsEffData = effUtil.makeTGraphFromList(effDataList[key], 'min',
'max')
grBinsSF = effUtil.makeTGraphFromList(sfList[key], 'min', 'max')
grBinsEffMC = None
if not effMCList is None:
grBinsEffMC = effUtil.makeTGraphFromList(effMCList[key], 'min',
'max')
grBinsEffMC.SetLineStyle(rt.kDashed)
grBinsEffMC.SetLineColor(graphColors[igr])
grBinsEffMC.SetMarkerSize(0)
grBinsEffMC.SetLineWidth(2)
grBinsSF.SetMarkerColor(graphColors[igr])
grBinsSF.SetLineColor(graphColors[igr])
grBinsSF.SetLineWidth(2)
grBinsEffData.SetMarkerColor(graphColors[igr])
grBinsEffData.SetLineColor(graphColors[igr])
grBinsEffData.SetLineWidth(2)
grBinsEffData.GetHistogram().SetMinimum(effiMin)
grBinsEffData.GetHistogram().SetMaximum(effiMax)
grBinsEffData.GetHistogram().GetXaxis().SetLimits(xMin, xMax)
grBinsSF.GetHistogram().GetXaxis().SetLimits(xMin, xMax)
grBinsSF.GetHistogram().SetMinimum(sfMin)
grBinsSF.GetHistogram().SetMaximum(sfMax)
grBinsSF.GetHistogram().GetXaxis().SetTitleOffset(1)
if 'eta' in xAxis or 'Eta' in xAxis:
grBinsSF.GetHistogram().GetXaxis().SetTitle("SuperCluster #eta")
elif 'pt' in xAxis or 'pT' in xAxis:
grBinsSF.GetHistogram().GetXaxis().SetTitle("p_{T} [GeV]")
elif 'vtx' in xAxis or 'Vtx' in xAxis or 'PV' in xAxis:
grBinsSF.GetHistogram().GetXaxis().SetTitle("N_{vtx}")
grBinsSF.GetHistogram().GetYaxis().SetTitle("Data / MC ")
grBinsSF.GetHistogram().GetYaxis().SetTitleOffset(1)
grBinsEffData.GetHistogram().GetYaxis().SetTitleOffset(1)
grBinsEffData.GetHistogram().GetYaxis().SetTitle("Data efficiency")
grBinsEffData.GetHistogram().GetYaxis().SetRangeUser(effiMin, effiMax)
### to avoid loosing the TGraph keep it in memory by adding it to a list
listOfTGraph1.append(grBinsEffData)
listOfTGraph2.append(grBinsSF)
listOfMC.append(grBinsEffMC)
if 'eta' in yAxis or 'Eta' in yAxis:
leg.AddEntry(
grBinsEffData, '%1.3f #leq | #eta | #leq %1.3f' %
(float(key[0]), float(key[1])), "PL")
elif 'pt' in yAxis or 'pT' in yAxis:
leg.AddEntry(
grBinsEffData, '%3.0f #leq p_{T} #leq %3.0f GeV' %
(float(key[0]), float(key[1])), "PL")
elif 'vtx' in yAxis or 'Vtx' in yAxis or 'PV' in yAxis:
leg.AddEntry(
grBinsEffData,
'%3.0f #leq nVtx #leq %3.0f' % (float(key[0]), float(key[1])),
"PL")
for igr in range(len(listOfTGraph1) + 1):
option = "P"
if igr == 1:
option = "AP"
use_igr = igr
if use_igr == len(listOfTGraph1):
use_igr = 0
listOfTGraph1[use_igr].SetLineColor(graphColors[use_igr])
listOfTGraph1[use_igr].SetMarkerColor(graphColors[use_igr])
if not listOfMC[use_igr] is None:
listOfMC[use_igr].SetLineColor(graphColors[use_igr])
listOfTGraph1[use_igr].GetHistogram().SetMinimum(effiMin)
listOfTGraph1[use_igr].GetHistogram().SetMaximum(effiMax)
p1.cd()
listOfTGraph1[use_igr].Draw(option)
if not listOfMC[use_igr] is None:
listOfMC[use_igr].Draw("ez")
p2.cd()
listOfTGraph2[use_igr].SetLineColor(graphColors[use_igr])
listOfTGraph2[use_igr].SetMarkerColor(graphColors[use_igr])
listOfTGraph2[use_igr].GetHistogram().SetMinimum(sfMin)
listOfTGraph2[use_igr].GetHistogram().SetMaximum(sfMax)
if 'pT' in xAxis or 'pt' in xAxis:
listOfTGraph2[use_igr].GetHistogram().GetXaxis().SetMoreLogLabels()
listOfTGraph2[use_igr].GetHistogram().GetXaxis().SetNoExponent()
listOfTGraph2[use_igr].Draw(option)
lineAtOne = rt.TLine(xMin, 1, xMax, 1)
lineAtOne.SetLineStyle(rt.kDashed)
lineAtOne.SetLineWidth(2)
p2.cd()
lineAtOne.Draw()
c.cd()
p2.Draw()
p1.Draw()
leg.Draw()
CMS_lumi.CMS_lumi(c, 4, 10)
c.Print(nameout)
listName = nameout.split('/')
print "[[ INFO ]]nameout: " + nameout
print listName
print listName[-3].replace('tnp',
'') + '_SFvs' + xAxis + '_' + listName[-3]
for iext in ["pdf", "C", "png"]:
#c.SaveAs(nameout.replace('egammaEffi.txt_egammaPlots',listName[-6].replace('tnp','')+'_SFvs'+xAxis+'_'+listName[-3]).replace('pdf',iext))
c.SaveAs(
nameout.replace(
'egammaEffi.txt_egammaPlots', listName[-3].replace('tnp', '') +
'_SFvs' + xAxis + '_' + listName[-3]).replace('pdf',
iext)) #bing
return listOfTGraph2
def EffiGraph1D(effDataList, sfList, etaPlot, nameout):
W = 800
H = 800
yUp = 0.45
canName = 'totoPt'
if etaPlot:
canName = 'totoEta'
c = rt.TCanvas(canName, canName, 50, 50, H, W)
c.SetTopMargin(0.055)
c.SetBottomMargin(0.10)
c.SetLeftMargin(0.12)
p1 = rt.TPad(canName + '_up', canName + '_up', 0, yUp, 1, 1, 0, 0, 0)
p2 = rt.TPad(canName + '_do', canName + '_do', 0, 0, 1, yUp, 0, 0, 0)
p1.SetBottomMargin(0.0075)
p1.SetTopMargin(c.GetTopMargin() * 1 / (1 - yUp))
p2.SetTopMargin(0.0075)
p2.SetBottomMargin(c.GetBottomMargin() * 1 / yUp)
p1.SetLeftMargin(c.GetLeftMargin())
p2.SetLeftMargin(c.GetLeftMargin())
firstGraph = True
leg = rt.TLegend(0.5, 0.80, 0.95, 0.92)
leg.SetFillColor(0)
leg.SetBorderSize(0)
if not etaPlot:
p1.SetLogx()
p2.SetLogx()
igr = 0
listOfTGraph1 = []
listOfTGraph2 = []
xMin = 5
xMax = 200
if etaPlot:
xMin = -2.60
xMax = +2.60
minmax = findMinMax(effDataList)
effiMin = minmax[0]
effiMax = minmax[1]
for key in sorted(effDataList.keys()):
grBinsEffData = effUtil.makeTGraphFromList(effDataList[key], 'min',
'max')
grBinsSF = effUtil.makeTGraphFromList(sfList[key], 'min', 'max')
if not etaPlot:
print key
grBinsEffData.Print()
grBinsSF.SetMarkerColor(graphColors[igr])
grBinsSF.SetLineColor(graphColors[igr])
grBinsSF.SetLineWidth(2)
grBinsEffData.SetMarkerColor(graphColors[igr])
grBinsEffData.SetLineColor(graphColors[igr])
grBinsEffData.SetLineWidth(2)
grBinsEffData.GetHistogram().SetMinimum(effiMin)
grBinsEffData.GetHistogram().SetMaximum(effiMax)
if not etaPlot:
### for pT 1D plot, use the actual TGraph range
xMin = grBinsEffData.GetHistogram().GetXaxis().GetXmin()
xMax = grBinsEffData.GetHistogram().GetXaxis().GetXmax()
# if grBinsEffData.GetHistogram().GetXaxis().GetXmin() < xMin:
# xMin = grBinsEffData.GetHistogram().GetXaxis().GetXmin()
#if grBinsEffData.GetHistogram().GetXaxis().GetXmax() > xMax:
# xMax = grBinsEffData.GetHistogram().GetXaxis().GetXmax()
grBinsEffData.GetHistogram().GetXaxis().SetLimits(xMin, xMax)
grBinsSF.GetHistogram().GetXaxis().SetLimits(xMin, xMax)
grBinsSF.GetHistogram().SetMinimum(sfMin)
grBinsSF.GetHistogram().SetMaximum(sfMax)
grBinsSF.GetHistogram().GetXaxis().SetTitleOffset(1)
if etaPlot:
grBinsSF.GetHistogram().GetXaxis().SetTitle("SuperCluster #eta")
else:
grBinsSF.GetHistogram().GetXaxis().SetTitle("p_{T} [GeV]")
grBinsSF.GetHistogram().GetYaxis().SetTitle("Data / MC ")
grBinsSF.GetHistogram().GetYaxis().SetTitleOffset(1)
grBinsEffData.GetHistogram().GetYaxis().SetTitleOffset(1)
grBinsEffData.GetHistogram().GetYaxis().SetTitle("Data efficiency")
grBinsEffData.GetHistogram().GetYaxis().SetRangeUser(effiMin, effiMax)
### to avoid loosing the TGraph keep it in memory by adding it to a list
listOfTGraph1.append(grBinsEffData)
listOfTGraph2.append(grBinsSF)
if etaPlot:
leg.AddEntry(
grBinsEffData, '%3.0f #leq p_{T} #leq %3.0f GeV' %
(float(key[0]), float(key[1])), "PL")
else:
leg.AddEntry(
grBinsEffData, '%1.3f #leq | #eta | #leq %1.3f' %
(float(key[0]), float(key[1])), "PL")
for igr in range(len(listOfTGraph1) + 1):
option = "P"
if igr == 1:
option = "AP"
use_igr = igr
if use_igr == len(listOfTGraph1):
use_igr = 0
listOfTGraph1[use_igr].SetLineColor(graphColors[use_igr])
listOfTGraph1[use_igr].SetMarkerColor(graphColors[use_igr])
listOfTGraph1[use_igr].GetHistogram().SetMinimum(effiMin)
listOfTGraph1[use_igr].GetHistogram().SetMaximum(effiMax)
p1.cd()
listOfTGraph1[use_igr].Draw(option)
listOfTGraph2[use_igr].SetLineColor(graphColors[use_igr])
listOfTGraph2[use_igr].SetMarkerColor(graphColors[use_igr])
listOfTGraph2[use_igr].GetHistogram().SetMinimum(sfMin)
listOfTGraph2[use_igr].GetHistogram().SetMaximum(sfMax)
if not etaPlot:
listOfTGraph2[use_igr].GetHistogram().GetXaxis().SetMoreLogLabels()
listOfTGraph2[use_igr].GetHistogram().GetXaxis().SetNoExponent()
p2.cd()
listOfTGraph2[use_igr].Draw(option)
lineAtOne = rt.TLine(xMin, 1, xMax, 1)
lineAtOne.SetLineStyle(rt.kDashed)
lineAtOne.SetLineWidth(2)
p2.cd()
lineAtOne.Draw()
c.cd()
p2.Draw()
p1.Draw()
leg.Draw()
CMS_lumi.CMS_lumi(c, 4, 10)
c.Print(nameout)