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comparePtResolutionWindow2016.py
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comparePtResolutionWindow2016.py
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from ROOT import *
import pickle
import math
from setTDRStyle import setTDRStyle
ptbins = [52, 72, 100, 152, 200, 300, 452, 800.]
def efficiencyRatio(eff1,eff2):
newEff = TGraphAsymmErrors(eff1.GetN())
for i in range(0,eff1.GetN()):
pointX1 = Double(0.)
pointX2 = Double(0.)
pointY1 = Double(0.)
pointY2 = Double(0.)
isSuccesful1 = eff1.GetPoint(i,pointX1,pointY1)
isSuccesful2 = eff2.GetPoint(i,pointX2,pointY2)
errY1Up = eff1.GetErrorYhigh(i)
errY1Low = eff1.GetErrorYlow(i)
errY2Up = eff2.GetErrorYhigh(i)
errY2Low = eff2.GetErrorYlow(i)
errX = eff1.GetErrorX(i)
if pointY2!=0:
yValue = pointY1/pointY2
xValue = pointX1
xError = errX
#~ yErrorUp = math.sqrt(((1/pointY2)*errY1Up)**2+((pointY1/pointY2**2)*errY2Up)**2)
yErrorUp = math.sqrt(((1/pointY2)*errY1Up)**2+((pointY1/pointY2**2)*errY2Up)**2)
yErrorDown = math.sqrt(((1/pointY2)*errY1Low)**2+((pointY1/pointY2**2)*errY2Low)**2)
else:
yValue = 0
xValue = pointX1
xError = errX
yErrorUp =0
yErrorDown = 0
#~ print i
newEff.SetPoint(i,xValue,yValue)
newEff.SetPointError(i,xError,xError,yErrorDown,yErrorUp)
return newEff
def getGraph(result,label):
ptda = result["ptmc"]
da_sig = result["mc_sig"]
da_sige = result["mc_sige"]
res_data = TGraphAsymmErrors(len(ptda))
res_data.SetName(label)
for i,pt in enumerate(ptda):
print da_sig[i]
res_data.SetPoint(i,ptda[i],da_sig[i])
#~ print ptda[i],ptda[i]-ptbins[i],ptbins[i+1]-ptda[i]
res_data.SetPointError(i,ptda[i]-ptbins[i],ptbins[i+1]-ptda[i],da_sige[i],da_sige[i])
return res_data
def getRatio(result,result2,label):
ptda = result["ptmc"]
da_sig = result["mc_sig"]
da_sige = result["mc_sige"]
ptmc = result2["ptmc"]
mc_sig = result2["mc_sig"]
mc_sige = result2["mc_sige"]
ratio = TGraphAsymmErrors(len(ptda))
ratio.SetName(label)
for i,pt in enumerate(ptda):
#~ pt_e = (ptbins[i+1]-ptbins[i])/2
sig_e = (da_sig[i]/mc_sig[i])*math.sqrt((da_sige[i]/da_sig[i])**2+(mc_sige[i]/mc_sig[i])**2)
ratio .SetPoint(i,pt,da_sig[i]/mc_sig[i])
ratio .SetPointError(i,ptda[i]-ptbins[i],ptbins[i+1]-ptda[i],sig_e,sig_e)
return ratio
def compareMassRes(trackType):
fileDefaultBB = open("2016Boosteddefault/MassResolutionVsPt_%s_BB.pkl"%trackType)
fileORBB = open("2016BoostedWindowLarge/MassResolutionVsPt_%s_BB.pkl"%trackType)
fileNoBB = open("2016BoostedWindowSmall/MassResolutionVsPt_%s_BB.pkl"%trackType)
fileDefaultBE = open("2016Boosteddefault/MassResolutionVsPt_%s_BE.pkl"%trackType)
fileORBE = open("2016BoostedWindowLarge/MassResolutionVsPt_%s_BE.pkl"%trackType)
fileNoBE = open("2016BoostedWindowSmall/MassResolutionVsPt_%s_BE.pkl"%trackType)
resultsDefaultBB = pickle.load(fileDefaultBB)
resultsORBB = pickle.load(fileORBB)
resultsNoBB = pickle.load(fileNoBB)
resultsDefaultBE = pickle.load(fileDefaultBE)
resultsORBE = pickle.load(fileORBE)
resultsNoBE = pickle.load(fileNoBE)
graphDefaultBB = getGraph(resultsDefaultBB,"DefaultBB")
graphORBB = getGraph(resultsORBB,"ORBB")
graphNoBB = getGraph(resultsNoBB,"NoBB")
graphDefaultBE = getGraph(resultsDefaultBE,"DefaultBE")
graphORBE = getGraph(resultsORBE,"ORBE")
graphNoBE = getGraph(resultsNoBE,"NoBE")
ratioORBB = getRatio(resultsORBB,resultsDefaultBB,"ratioBBOR")
ratioNoBB = getRatio(resultsNoBB,resultsDefaultBB,"ratioBBNo")
ratioORBE = getRatio(resultsORBE,resultsDefaultBE,"ratioBEOR")
ratioNoBE = getRatio(resultsNoBE,resultsDefaultBE,"ratioBENo")
canv = TCanvas("c1","c1",800,1200)
plotPad = TPad("plotPad","plotPad",0,0.3,1,1)
ratioPad = TPad("ratioPad","ratioPad",0,0.,1,0.3)
style = setTDRStyle()
gStyle.SetOptStat(0)
plotPad.UseCurrentStyle()
ratioPad.UseCurrentStyle()
plotPad.Draw()
ratioPad.Draw()
plotPad.cd()
plotPad.cd()
plotPad.SetGrid()
gStyle.SetTitleXOffset(1.45)
xMax = 6
if trackType == "Inner":
xMax = 8
if trackType == "Outer":
xMax = 20
plotPad.DrawFrame(52,0,800,xMax,";p_{T} [GeV]; Z peak resolution [GeV]")
graphDefaultBB.Draw("samepe")
graphORBB.Draw("samepe")
graphNoBB.Draw("samepe")
graphORBB.SetLineColor(kRed)
graphORBB.SetMarkerColor(kRed)
graphNoBB.SetLineColor(kBlue)
graphNoBB.SetMarkerColor(kBlue)
latex = TLatex()
latex.SetTextFont(42)
latex.SetTextAlign(31)
latex.SetTextSize(0.04)
latex.SetNDC(True)
latexCMS = TLatex()
latexCMS.SetTextFont(61)
latexCMS.SetTextSize(0.055)
latexCMS.SetNDC(True)
latexCMSExtra = TLatex()
latexCMSExtra.SetTextFont(52)
latexCMSExtra.SetTextSize(0.03)
latexCMSExtra.SetNDC(True)
latex.DrawLatex(0.95, 0.96, "(13 TeV)")
cmsExtra = "#splitline{Preliminary}{}"
latexCMS.DrawLatex(0.19,0.88,"CMS")
if "Simulation" in cmsExtra:
yLabelPos = 0.81
else:
yLabelPos = 0.84
latexCMSExtra.DrawLatex(0.19,yLabelPos,"%s"%(cmsExtra))
leg = TLegend(0.52, 0.76, 0.95, 0.91,"%s BB"%trackType,"brNDC")
leg.SetFillColor(10)
leg.SetFillStyle(0)
leg.SetLineColor(10)
leg.SetShadowColor(0)
leg.SetBorderSize(1)
leg.AddEntry(graphDefaultBB,"75-105 GeV","l")
leg.AddEntry(graphORBB,"70-110 GeV","l")
leg.AddEntry(graphNoBB,"80-100 GeV","l")
leg.Draw()
plotPad.RedrawAxis()
ratioPad.cd()
ratioORBB.SetLineColor(kRed)
ratioNoBB.SetLineColor(kBlue)
ratioPad.DrawFrame(52,0.5,800,1.5,";;ratio")
ratioORBB.Draw("samepe")
ratioNoBB.Draw("samepe")
canv.Print("massResolutionVsPtWindow2016_%s_BB.pdf"%trackType)
canv = TCanvas("c1","c1",800,1200)
plotPad = TPad("plotPad","plotPad",0,0.3,1,1)
ratioPad = TPad("ratioPad","ratioPad",0,0.,1,0.3)
style = setTDRStyle()
gStyle.SetOptStat(0)
plotPad.UseCurrentStyle()
ratioPad.UseCurrentStyle()
plotPad.Draw()
ratioPad.Draw()
plotPad.cd()
plotPad.cd()
plotPad.SetGrid()
gStyle.SetTitleXOffset(1.45)
xMax = 6
if trackType == "Inner":
xMax = 8
if trackType == "Outer":
xMax = 20
plotPad.DrawFrame(52,0,452,xMax,";p_{T} [GeV]; Z peak resolution [GeV]")
graphDefaultBE.Draw("samepe")
graphORBE.Draw("samepe")
graphNoBE.Draw("samepe")
graphORBE.SetLineColor(kRed)
graphORBE.SetMarkerColor(kRed)
graphNoBE.SetLineColor(kBlue)
graphNoBE.SetMarkerColor(kBlue)
latex = TLatex()
latex.SetTextFont(42)
latex.SetTextAlign(31)
latex.SetTextSize(0.04)
latex.SetNDC(True)
latexCMS = TLatex()
latexCMS.SetTextFont(61)
latexCMS.SetTextSize(0.055)
latexCMS.SetNDC(True)
latexCMSExtra = TLatex()
latexCMSExtra.SetTextFont(52)
latexCMSExtra.SetTextSize(0.03)
latexCMSExtra.SetNDC(True)
latex.DrawLatex(0.95, 0.96, "(13 TeV)")
cmsExtra = "#splitline{Preliminary}{}"
latexCMS.DrawLatex(0.19,0.88,"CMS")
if "Simulation" in cmsExtra:
yLabelPos = 0.81
else:
yLabelPos = 0.84
latexCMSExtra.DrawLatex(0.19,yLabelPos,"%s"%(cmsExtra))
leg = TLegend(0.52, 0.76, 0.95, 0.91,"%s BE"%trackType,"brNDC")
leg.SetFillColor(10)
leg.SetFillStyle(0)
leg.SetLineColor(10)
leg.SetShadowColor(0)
leg.SetBorderSize(1)
leg.AddEntry(graphDefaultBE,"75-105 GeV","l")
leg.AddEntry(graphORBE,"70-110 GeV","l")
leg.AddEntry(graphNoBE,"80-100 GeV","l")
leg.Draw()
plotPad.RedrawAxis()
ratioPad.cd()
ratioORBE.SetLineColor(kRed)
ratioNoBE.SetLineColor(kBlue)
ratioPad.DrawFrame(52,0.5,452,1.5,";;ratio")
ratioORBE.Draw("samepe")
ratioNoBE.Draw("samepe")
canv.Print("massResolutionVsPtWindow2016_%s_BE.pdf"%trackType)
#~ tracks = ["Inner","Outer","Global","TPFMS","Picky","DYT","TunePNew"]
tracks = ["TunePNew"]
for trackType in tracks:
compareMassRes(trackType)