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import ROOT
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import sys, re, math
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sys.path.append("/afs/naf.desy.de/user/n/nowaf/UserCode/nowaf/PythonScripts/")
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import definitions as Def
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import styles as Style
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import MakeRealTauEst_cff as Helper
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from copy import deepcopy
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if __name__ == "__main__":
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#fileDir = "/afs/naf.desy.de/group/cms/scratch/nowaf/CMSSW_4_2_4/src/RA2/Configuration/FinalPlots/"
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fileDir = "/scratch/hh/lustre/cms/user/nowaf/2011Data/VersionII/Plots/RealTauEst/"
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#fileDir = "/scratch/hh/lustre/cms/user/nowaf/2011Data/VersionII/Plots/QCDFlat_fakes_xxviii/"
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#fileDir = "/scratch/hh/lustre/cms/user/nowaf/2011Data/VersionII/Plots/Data_fakes_xxviii/"
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theTheTitle = "QCD Simulation only, L = " + str( int( 1 ) ) + " fb^{-1}, #sqrt{s} = 7 TeV"
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#theTheTitle = "Data, H_{T}>350 GeV, 20<#slashH_{T}<40 GeV"
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#theTheTitle = "CMS Preliminary, H_{T}>350 GeV, 20<#slashH_{T}<40 GeV"
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#theTheTitle = "CMS Preliminary, H_{T}>350 GeV, 60<#slashH_{T}<80 GeV"
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#theTheTitle = "CMS Simulation, L = " + str( int( 1 ) ) + " fb^{-1}, #sqrt{s} = 7 TeV"
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#fileName = "_cviii"
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fileName = "_clxix"
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#fileName = "_fakes_xxviii"
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#Type = "Pre"
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Type = "Full"
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#Type = "PreCheck"
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draw = False
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saveToEPS = False
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saveToPS = False
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plotRatio = False
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displayNEvents = False
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plotTitle = True
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doSystScaling = False
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statErrsOnly = False
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displayControlPlots = False
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Def.SetGlobalStyles( withTitle=plotTitle )
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if re.search( "slash", theTheTitle ):
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#ROOT.gStyle.SetTitleFontSize( 0.02 )
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ROOT.gStyle.SetTitleH( 0.032 )
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if re.search( "Preliminary", theTheTitle ):
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ROOT.gStyle.SetTitleH( 0.030 )
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pass
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pass
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roundTo = 2
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if Type == "Pre":
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roundTo = 1
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pass
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eta = False
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all = False
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pre = False
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inv = True
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f2d = True
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### always false currently
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relIso = False
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add = "Dijets"
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if all:
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add = "All"
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pass
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if pre:
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add = "BaseLine"
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pass
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if inv:
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add ="InvertMHT"
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pass
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add2 = "1D"
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if f2d:
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add2 = "2D"
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pass
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add3 = "Pt"
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if eta:
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add3 = "eta"
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pass
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if relIso:
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add3 = "relIso"
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pass
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#mcColor = ROOT.kRed - 9
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#errColor = ROOT.kRed + 2
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mcColor = ROOT.kCyan+2
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errColor = ROOT.kGreen - 9
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logY = True
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removeSamples = []
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#removeSamples.append( "TTbar" )
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removeSamples.append( "GVJets" )
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#removeSamples.append( "WWJets" )
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#removeSamples.append( "Zinv" )
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#removeSamples.append( "ZJets" )
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#removeSamples.append( "WJets" )
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#removeSamples.append( "QCDFlat" )
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removeSamples.append( "Data" )
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addSamples = []
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#addSamples.append( "LM13" )
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#addSamples.append( "LM2" )
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#addSamples.append( "LM8" )
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### currently: All the same
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#removeSamples = removeSamplesAcc ### alias
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removeSamplesSel = removeSamples[:] ### clone
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if Type == "Full":
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removeSamplesSel.append( "ZJets" )
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##removeSamplesSel.append( "GVJets" )
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removeSamplesSel.append( "WWJets" )
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pass
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saveName = "plots/FakeTauEst/final/FakeTauEst_MCClosure_" + add + "_" + add3 + "_" + add2 + fileName + "_" + Type
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if re.search( "Preliminary", theTheTitle ):
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saveName = saveName + "_CMSPrelim"
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pass
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if re.search( "CMS Simulation", theTheTitle ):
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saveName = saveName + "_CMSSim"
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pass
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yRangeDict = {}
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yRangeDict[ "MHT" ] = ( 6*10**-2, 10**3 )
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yRangeDict[ "HT" ] = ( 6*10**-2, 10**3 )
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yRangeDict[ "JetPt" ] = ( 6*10**-2, 10**3 )
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yRangeDict[ "JetEta" ] = ( 6*10**-2, 10**4 )
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yRangeDict[ "Jet1Pt" ] = ( 6*10**-2, 10**3 )
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yRangeDict[ "Jet1Eta" ] = ( 6*10**-2, 10**4 )
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yRangeDict[ "Jet2Pt" ] = ( 6*10**-2, 10**3 )
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yRangeDict[ "Jet2Eta" ] = ( 6*10**-2, 10**4 )
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yRangeDict[ "Jet3Pt" ] = ( 6*10**-2, 10**3 )
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yRangeDict[ "Jet3Eta" ] = ( 6*10**-2, 10**4 )
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yRangeDict[ "nJets" ] = ( 6*10**-2, 10**3 )
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yRangeDict[ "DPhiMHTTau" ] = ( 6*10**-1, 10**4 )
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yRangeDict[ "MinDPhiMHTJ" ] = ( 6*10**-2, 10**3 )
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yRangeDict[ "DPhi12" ] = ( 6*10**-2, 10**3 )
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yRangeDict[ "DPhi13" ] = ( 6*10**-2, 10**3 )
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yRangeDict[ "DPhi23" ] = ( 6*10**-1, 10**4 )
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if re.search( "Simulation", theTheTitle ):
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yRangeDict[ "MHT" ] = ( 6*10**-5, 10**2 )
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yRangeDict[ "HT" ] = ( 6*10**-5, 10**2 )
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yRangeDict[ "JetPt" ] = ( 6*10**-5, 10**2 )
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yRangeDict[ "JetEta" ] = ( 6*10**-5, 10**3 )
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yRangeDict[ "Jet1Pt" ] = ( 6*10**-5, 10**2 )
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yRangeDict[ "Jet1Eta" ] = ( 6*10**-5, 5*10**3 )
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yRangeDict[ "Jet2Pt" ] = ( 6*10**-5, 10**2 )
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yRangeDict[ "Jet2Eta" ] = ( 6*10**-5, 10**3 )
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yRangeDict[ "Jet3Pt" ] = ( 6*10**-5, 10**2 )
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yRangeDict[ "Jet3Eta" ] = ( 6*10**-5, 10**3 )
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yRangeDict[ "nJets" ] = ( 6*10**-5, 10**2 )
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yRangeDict[ "DPhiMHTTau" ] = ( 6*10**-5, 10**3 )
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yRangeDict[ "MinDPhiMHTJ" ] = ( 6*10**-5, 10**2 )
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yRangeDict[ "DPhi12" ] = ( 6*10**-4, 10**3 )
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yRangeDict[ "DPhi13" ] = ( 6*10**-4, 10**3 )
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yRangeDict[ "DPhi23" ] = ( 6*10**-5, 10**3 )
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xRangeDict = {}
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xRangeDict[ "MHT" ] = ( 250,1000 )
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xRangeDict[ "HT" ] = ( 350,2000 )
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xRangeDict[ "Tau1Pt" ] = ( 0,1000 )
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xRangeDict[ "Jet1Pt" ] = ( 0,1600 )
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xRangeDict[ "Jet2Pt" ] = ( 0,1600 )
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xRangeDict[ "Jet3Pt" ] = ( 0,1600 )
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if re.search( "Simulation", theTheTitle ):
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xRangeDict[ "HT" ] = ( 350,4000 )
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posDict = {}
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posDict[ "DPhi12" ] = "ul"
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posDict[ "DPhi13" ] = "ul"
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#osDict[ "DPhi23" ] = "ul"
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| 180 |
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rebinDict = {}
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| 182 |
rebinDict[ "MHTMHT" ] = 4
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rebinDict[ "MHT" ] = 4
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| 184 |
rebinDict[ "MHTMHTEta" ] = 4
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| 185 |
rebinDict[ "MHTEta" ] = 4
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| 186 |
rebinDict[ "MHTMHTPhi" ] = 4
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| 187 |
rebinDict[ "MHTPhi" ] = 4
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| 188 |
rebinDict[ "MHTUnweighted" ] = 4
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| 189 |
rebinDict[ "MHTEtaUnweighted" ] = 4
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| 190 |
rebinDict[ "MHTPhiUnweighted" ] = 4
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| 191 |
rebinDict[ "HTHT" ] = 4
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| 192 |
rebinDict[ "HT" ] = 4
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| 193 |
rebinDict[ "HTUnweighted" ] = 4
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rebinDict[ "JetPtUnweighted" ] = 4
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rebinDict[ "JetPt" ] = 4
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| 196 |
rebinDict[ "JetEtaUnweighted" ] = 4
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| 197 |
rebinDict[ "JetEta" ] = 4
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| 198 |
rebinDict[ "JetPhiUnweighted" ] = 4
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| 199 |
rebinDict[ "JetPhi" ] = 4
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| 200 |
rebinDict[ "Jet1PtUnweighted" ] = 2
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rebinDict[ "Jet1Pt" ] = 2
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| 202 |
rebinDict[ "Jet1EtaUnweighted" ] = 4
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| 203 |
rebinDict[ "Jet1Eta" ] = 4
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| 204 |
rebinDict[ "Jet1PhiUnweighted" ] = 4
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| 205 |
rebinDict[ "Jet1Phi" ] = 4
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| 206 |
rebinDict[ "Jet2PtUnweighted" ] = 2
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| 207 |
rebinDict[ "Jet2Pt" ] = 2
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| 208 |
rebinDict[ "Jet2EtaUnweighted" ] = 4
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| 209 |
rebinDict[ "Jet2Eta" ] = 4
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| 210 |
rebinDict[ "Jet2PhiUnweighted" ] = 4
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| 211 |
rebinDict[ "Jet2Phi" ] = 4
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| 212 |
rebinDict[ "Jet3PtUnweighted" ] = 2
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| 213 |
rebinDict[ "Jet3Pt" ] = 2
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| 214 |
rebinDict[ "Jet3EtaUnweighted" ] = 4
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| 215 |
rebinDict[ "Jet3Eta" ] = 4
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| 216 |
rebinDict[ "Jet3PhiUnweighted" ] = 4
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| 217 |
rebinDict[ "Jet3Phi" ] = 4
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| 218 |
rebinDict[ "TauSelectionTau1Pt" ] = 4
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| 219 |
rebinDict[ "TauSelectionTau1Eta" ] = 4
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| 220 |
rebinDict[ "TauSelectionTau1Phi" ] = 4
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| 221 |
rebinDict[ "JetSelection30Jet1Pt" ] = 2
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| 222 |
rebinDict[ "JetSelection30Jet1Eta" ] = 4
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| 223 |
rebinDict[ "JetSelection30Jet1Phi" ] = 4
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| 224 |
rebinDict[ "JetSelection30Jet2Pt" ] = 2
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| 225 |
rebinDict[ "JetSelection30Jet2Eta" ] = 4
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| 226 |
rebinDict[ "JetSelection30Jet2Phi" ] = 4
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| 227 |
rebinDict[ "JetSelection30Jet3Pt" ] = 2
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| 228 |
rebinDict[ "JetSelection30Jet3Eta" ] = 4
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| 229 |
rebinDict[ "JetSelection30Jet3Phi" ] = 4
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| 230 |
rebinDict[ "TauSelectiondPhiMHTTau" ] = 10
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| 231 |
rebinDict[ "DPhiMHTTau" ] = 10
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| 232 |
rebinDict[ "DPhiMHTTauUnweighted" ] = 10
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| 233 |
rebinDict[ "MHTdPhiMinmhtDphi" ] = 4
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| 234 |
rebinDict[ "MinDPhiMHTJ" ] = 4
|
| 235 |
rebinDict[ "MinDPhiMHTJUnweighted" ] = 4
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| 236 |
rebinDict[ "MHTdPhiMindPhi12" ] = 10
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| 237 |
rebinDict[ "DPhi12" ] = 10
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| 238 |
rebinDict[ "DPhi12Unweighted" ] = 10
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| 239 |
rebinDict[ "MHTdPhiMindPhi13" ] = 10
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| 240 |
rebinDict[ "DPhi13" ] = 10
|
| 241 |
rebinDict[ "DPhi13Unweighted" ] = 10
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| 242 |
rebinDict[ "MHTdPhiMindPhi23" ] = 10
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| 243 |
rebinDict[ "DPhi23" ] = 10
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| 244 |
rebinDict[ "DPhi23Unweighted" ] = 10
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| 245 |
if Type == "Full":
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| 246 |
rebinDict[ "JetPtUnweighted" ] = 8
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| 247 |
rebinDict[ "JetPt" ] = 8
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| 248 |
rebinDict[ "TauSelectionTau1Pt" ] = 8
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| 249 |
pass
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| 250 |
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| 251 |
if Type == "Pre":
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dirFakeTau = "finalPlotTauPreSelectionVetoMatchedTauControl/"
|
| 253 |
#dirFakeTau = "finalPlotTauPreSelectionControl/"
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| 254 |
#dirFakeTau = "finalPlotTauPreSelectionControlLV/"
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| 255 |
#dirFakeTau = "finalPlotTauPreSelectionControlMV/"
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| 256 |
#dirFakeTau = "finalPlotTauPreSelectionControlHV/"
|
| 257 |
#dirFakeTau = "finalPlotTauPreSelectionVetoMatchedTauControl/"
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| 258 |
#dirFakeTau = "finalPlotTauPreSelectionControl20MHT40/"
|
| 259 |
#dirFakeTau = "finalPlotTauPreSelectionControl20MHT40HT500/"
|
| 260 |
#dirFakeTau = "finalPlotTauPreSelectionControl40MHT60/"
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| 261 |
#dirFakeTau = "finalPlotTauPreSelectionControl40MHT60HT500/"
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| 262 |
#dirFakeTau = "finalPlotTauPreSelectionControl60MHT100/"
|
| 263 |
#dirFakeTau = "finalPlotTauPreSelectionControl60MHT80/"
|
| 264 |
#dirFakeTau = "finalPlotTauPreSelectionControl60MHT80HT500/"
|
| 265 |
#dirFakeTau = "finalPlotTauPreSelectionControl80MHT100/"
|
| 266 |
#dirFakeTau = "finalPlotTauPreSelectionControl80MHT100HT500/"
|
| 267 |
#dirFakeTau = "finalPlotTauPreSelectionControl60MHT100HT500/"
|
| 268 |
#dirFakeTau = "finalPlotTauPreSelectionControl100MHT120/"
|
| 269 |
#dirFakeTau = "finalPlotTauPreSelectionControl100MHT120HT500/"
|
| 270 |
#dirFakeTau = "finalPlotTauPreSelectionControl120MHT140/"
|
| 271 |
#dirFakeTau = "finalPlotTauPreSelectionControl120MHT140HT500/"
|
| 272 |
#dirFakeTau = "finalPlotTauPreSelectionControl100MHT200/"
|
| 273 |
#dirFakeTau = "finalPlotTauPreSelectionControl200MHT400/"
|
| 274 |
#dirFakeTau = "finalPlotTauPreSelectionControl400MHT/"
|
| 275 |
#dirFakeTau = "finalPlotTauPreSelectionControl20MHT40LV/"
|
| 276 |
#dirFakeTau = "finalPlotTauPreSelectionControl40MHT60LV/"
|
| 277 |
#dirFakeTau = "finalPlotTauPreSelectionControl60MHT100LV/"
|
| 278 |
#dirFakeTau = "finalPlotTauPreSelectionControl20MHT40MV/"
|
| 279 |
#dirFakeTau = "finalPlotTauPreSelectionControl40MHT60MV/"
|
| 280 |
#dirFakeTau = "finalPlotTauPreSelectionControl60MHT100MV/"
|
| 281 |
#dirFakeTau = "finalPlotTauPreSelectionControl20MHT40HV/"
|
| 282 |
#dirFakeTau = "finalPlotTauPreSelectionControl40MHT60HV/"
|
| 283 |
#dirFakeTau = "finalPlotTauPreSelectionControl60MHT100HV/"
|
| 284 |
#dirPredTau = "QCDPredictionAnalyzerPre/"
|
| 285 |
if f2d :
|
| 286 |
dirPredTau = "QCDPredictionAnalyzerPre2D/"
|
| 287 |
pass
|
| 288 |
if relIso:
|
| 289 |
dirPredTau = "QCDPredictionAnalyzerPreRelIso/"
|
| 290 |
if all:
|
| 291 |
dirPredTau = "QCDPredictionAnalyzerAllPre/"
|
| 292 |
if relIso:
|
| 293 |
dirPredTau = "QCDPredictionAnalyzerAllPreRelIso/"
|
| 294 |
if f2d:
|
| 295 |
dirPredTau = "QCDPredictionAnalyzerAllPre2D/"
|
| 296 |
elif pre:
|
| 297 |
dirPredTau = "QCDPredictionAnalyzerPrePre/"
|
| 298 |
elif inv:
|
| 299 |
dirPredTau = "QCDPredictionAnalyzerInvertPre/"
|
| 300 |
if relIso:
|
| 301 |
dirPredTau = "QCDPredictionAnalyzerInvertPreRelIso/"
|
| 302 |
if f2d:
|
| 303 |
dirPredTau = "QCDPredictionAnalyzerInvertPre2D/"
|
| 304 |
#dirPredTau = "QCDPredictionAnalyzerInvertPreGC/"
|
| 305 |
#dirPredTau = "QCDPredictionAnalyzerInvertPre2DPtHat/"
|
| 306 |
#dirPredTau = "QCDPredictionAnalyzerInvertPre2DLV/"
|
| 307 |
#dirPredTau = "QCDPredictionAnalyzerInvertPre2DMV/"
|
| 308 |
#dirPredTau = "QCDPredictionAnalyzerInvertPre2DHV/"
|
| 309 |
#dirPredTau = "QCDPredictionAnalyzerInvertPre2D20MHT40/"
|
| 310 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D20MHT40HT500/"
|
| 311 |
#dirPredTau = "QCDPredictionAnalyzerInvertPre2D40MHT60/"
|
| 312 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D40MHT60HT500/"
|
| 313 |
#dirPredTau = "QCDPredictionAnalyzerInvertPre2D60MHT100/"
|
| 314 |
#dirPredTau = "QCDPredictionAnalyzerInvertPre2D60MHT80/"
|
| 315 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D60MHT80HT500/"
|
| 316 |
#dirPredTau = "QCDPredictionAnalyzerInvertPre2D80MHT100/"
|
| 317 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D80MHT100HT500/"
|
| 318 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D60MHT100HT500/"
|
| 319 |
#dirPredTau = "QCDPredictionAnalyzerInvertPre2D100MHT120/"
|
| 320 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D100MHT120HT500/"
|
| 321 |
#dirPredTau = "QCDPredictionAnalyzerInvertPre2D120MHT140/"
|
| 322 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D120MHT140HT500/"
|
| 323 |
#dirPredTau = "QCDPredictionAnalyzerInvertPre2D100MHT200/"
|
| 324 |
#dirPredTau = "QCDPredictionAnalyzerInvertPre2D200MHT400/"
|
| 325 |
#dirPredTau = "QCDPredictionAnalyzerInvertPre2D400MHT/"
|
| 326 |
#dirPredTau = "QCDPredictionAnalyzerInvertPre2D20MHT40LV/"
|
| 327 |
#dirPredTau = "QCDPredictionAnalyzerInvertPre2D40MHT60LV/"
|
| 328 |
#dirPredTau = "QCDPredictionAnalyzerInvertPre2D60MHT100LV/"
|
| 329 |
#dirPredTau = "QCDPredictionAnalyzerInvertPre2D20MHT40MV/"
|
| 330 |
#dirPredTau = "QCDPredictionAnalyzerInvertPre2D40MHT60MV/"
|
| 331 |
#dirPredTau = "QCDPredictionAnalyzerInvertPre2D60MHT100MV/"
|
| 332 |
#dirPredTau = "QCDPredictionAnalyzerInvertPre2D20MHT40HV/"
|
| 333 |
#dirPredTau = "QCDPredictionAnalyzerInvertPre2D40MHT60HV/"
|
| 334 |
#dirPredTau = "QCDPredictionAnalyzerInvertPre2D60MHT100HV/"
|
| 335 |
#dirPredTau = "QCDPredictionAnalyzerInvertPreGC20MHT40/"
|
| 336 |
#dirPredTau = "QCDPredictionAnalyzerInvertGC20MHT40HT500/"
|
| 337 |
#dirPredTau = "QCDPredictionAnalyzerInvertPreGC40MHT60/"
|
| 338 |
#dirPredTau = "QCDPredictionAnalyzerInvertGC40MHT60HT500/"
|
| 339 |
#dirPredTau = "QCDPredictionAnalyzerInvertPreGC60MHT100/"
|
| 340 |
#dirPredTau = "QCDPredictionAnalyzerInvertGC60MHT100HT500/"
|
| 341 |
pass
|
| 342 |
pass
|
| 343 |
if eta:
|
| 344 |
dirPredTau = "QCDPredictionAnalyzerPreEta/"
|
| 345 |
if f2d:
|
| 346 |
dirPredTau = "QCDPredictionAnalyzerPre2DEta/"
|
| 347 |
if all:
|
| 348 |
dirPredTau = "QCDPredictionAnalyzerAllPreEta/"
|
| 349 |
if f2d:
|
| 350 |
dirPredTau = "QCDPredictionAnalyzerAllPre2DEta/"
|
| 351 |
elif pre:
|
| 352 |
dirPredTau = "QCDPredictionAnalyzerPrePreEta/"
|
| 353 |
elif inv:
|
| 354 |
dirPredTau = "QCDPredictionAnalyzerInvertPreEta/"
|
| 355 |
if f2d:
|
| 356 |
dirPredTau = "QCDPredictionAnalyzerInvertPre2DEta/"
|
| 357 |
pass
|
| 358 |
pass
|
| 359 |
pass
|
| 360 |
elif Type == "PreCheck":
|
| 361 |
dirFakeTau = "finalPlotTauPreSelectionPS/"
|
| 362 |
dirPredTau = "QCDPredictionAnalyzer2DEtaMDP/"
|
| 363 |
pass
|
| 364 |
elif Type == "Full":
|
| 365 |
dirFakeTau = "finalPlotTauVetoMatchedTauControl/"
|
| 366 |
#dirFakeTau = "finalPlotTauVetoMatchedTauControlPtHat/"
|
| 367 |
#dirFakeTau = "finalPlotTauControl/"
|
| 368 |
#dirFakeTau = "finalPlotTauControl20MHT40/"
|
| 369 |
#dirFakeTau = "finalPlotTauControl40MHT60/"
|
| 370 |
#dirFakeTau = "finalPlotTauControl60MHT100/"
|
| 371 |
#dirFakeTau = "finalPlotTauControl60MHT80/"
|
| 372 |
#dirFakeTau = "finalPlotTauControl80MHT100/"
|
| 373 |
#dirFakeTau = "finalPlotTauControl100MHT200/"
|
| 374 |
#dirFakeTau = "finalPlotTauControl200MHT400/"
|
| 375 |
#dirFakeTau = "finalPlotTauControl100MHT120/"
|
| 376 |
#dirFakeTau = "finalPlotTauControl120MHT140/"
|
| 377 |
#dirFakeTau = "finalPlotTauControl400MHT/"
|
| 378 |
#dirFakeTau = "finalPlotTauControl20MHT40LV/"
|
| 379 |
#dirFakeTau = "finalPlotTauControl40MHT60LV/"
|
| 380 |
#dirFakeTau = "finalPlotTauControl60MHT100LV/"
|
| 381 |
#dirFakeTau = "finalPlotTauControl20MHT40MV/"
|
| 382 |
#dirFakeTau = "finalPlotTauControl40MHT60MV/"
|
| 383 |
#dirFakeTau = "finalPlotTauControl60MHT100MV/"
|
| 384 |
#dirFakeTau = "finalPlotTauControl20MHT40HV/"
|
| 385 |
#dirFakeTau = "finalPlotTauControl40MHT60HV/"
|
| 386 |
#dirFakeTau = "finalPlotTauControl60MHT100HV/"
|
| 387 |
dirPredTau = "QCDPredictionAnalyzer/"
|
| 388 |
if f2d:
|
| 389 |
dirPredTau = "QCDPredictionAnalyzer2D/"
|
| 390 |
if relIso:
|
| 391 |
dirPredTau = "QCDPredictionAnalyzerRelIso/"
|
| 392 |
if all:
|
| 393 |
dirPredTau = "QCDPredictionAnalyzerAll/"
|
| 394 |
if f2d:
|
| 395 |
dirPredTau = "QCDPredictionAnalyzerAll2D/"
|
| 396 |
if relIso:
|
| 397 |
dirPredTau = "QCDPredictionAnalyzerAllRelIso/"
|
| 398 |
elif pre:
|
| 399 |
dirPredTau = "QCDPredictionAnalyzerPreFull/"
|
| 400 |
elif inv:
|
| 401 |
dirPredTau = "QCDPredictionAnalyzerInvert/"
|
| 402 |
if f2d:
|
| 403 |
dirPredTau = "QCDPredictionAnalyzerInvert2D/"
|
| 404 |
#dirPredTau = "QCDPredictionAnalyzerInvert2DPtHat/"
|
| 405 |
#dirPredTau = "QCDPredictionAnalyzerInvert2DLV/"
|
| 406 |
#dirPredTau = "QCDPredictionAnalyzerInvertGC/"
|
| 407 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D20MHT40/"
|
| 408 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D40MHT60/"
|
| 409 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D60MHT100/"
|
| 410 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D60MHT80/"
|
| 411 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D80MHT100/"
|
| 412 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D100MHT120/"
|
| 413 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D120MHT140/"
|
| 414 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D100MHT200/"
|
| 415 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D200MHT400/"
|
| 416 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D400MHT/"
|
| 417 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D20MHT40LV/"
|
| 418 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D40MHT60LV/"
|
| 419 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D60MHT100LV/"
|
| 420 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D20MHT40MV/"
|
| 421 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D40MHT60MV/"
|
| 422 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D60MHT100MV/"
|
| 423 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D20MHT40HV/"
|
| 424 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D40MHT60HV/"
|
| 425 |
#dirPredTau = "QCDPredictionAnalyzerInvert2D60MHT100HV/"
|
| 426 |
#dirPredTau = "QCDPredictionAnalyzerInvertGC20MHT40/"
|
| 427 |
#dirPredTau = "QCDPredictionAnalyzerInvertGC40MHT60/"
|
| 428 |
#dirPredTau = "QCDPredictionAnalyzerInvertGC60MHT100/"
|
| 429 |
pass
|
| 430 |
if relIso:
|
| 431 |
dirPredTau = "QCDPredictionAnalyzerInvertRelIso/"
|
| 432 |
if eta:
|
| 433 |
dirPredTau = "QCDPredictionAnalyzerEta/"
|
| 434 |
if f2d:
|
| 435 |
dirPredTau = "QCDPredictionAnalyzer2DEta/"
|
| 436 |
if all:
|
| 437 |
dirPredTau = "QCDPredictionAnalyzerAllEta/"
|
| 438 |
if f2d:
|
| 439 |
dirPredTau = "QCDPredictionAnalyzerAll2DEta/"
|
| 440 |
elif pre:
|
| 441 |
dirPredTau = "QCDPredictionAnalyzerPreFullEta/"
|
| 442 |
elif inv:
|
| 443 |
dirPredTau = "QCDPredictionAnalyzerInvertEta/"
|
| 444 |
if f2d:
|
| 445 |
dirPredTau = "QCDPredictionAnalyzerInvert2DEta/"
|
| 446 |
|
| 447 |
pass
|
| 448 |
|
| 449 |
theSystDict = {}
|
| 450 |
if not statErrsOnly:
|
| 451 |
theSystDict[ "FakeRateStatErrs" ] = {}
|
| 452 |
#theSystDict[ "FakeRateUncert" ] = {}
|
| 453 |
#theSystDict[ "FakeRateStatErrs" ][ "Up" ] = 0.02 ## data 20<MHT<40
|
| 454 |
#theSystDict[ "FakeRateStatErrs" ][ "Dwn" ] = 0.02
|
| 455 |
theSystDict[ "FakeRateStatErrs" ][ "Up" ] = 0.01 ## mc BL
|
| 456 |
theSystDict[ "FakeRateStatErrs" ][ "Dwn" ] = 0.01
|
| 457 |
#theSystDict[ "FakeRateUncert" ][ "Up" ] = 0.06 ## mc BL
|
| 458 |
#theSystDict[ "FakeRateUncert" ][ "Dwn" ] = 0.06
|
| 459 |
pass
|
| 460 |
|
| 461 |
scale = 1.
|
| 462 |
if doSystScaling:
|
| 463 |
scale = 1.15 ### pred/sel = 0.86 in data; no, p/s = 1 +- ...
|
| 464 |
theSystDict[ "closure" ] = {}
|
| 465 |
theSystDict[ "closure" ][ "Up" ] = 0.15 ### 11% underprediction of selection, but 30% error!
|
| 466 |
theSystDict[ "closure" ][ "Dwn" ] = 0.15 ### 11% underprediction of selection, but 30% error!
|
| 467 |
pass
|
| 468 |
|
| 469 |
|
| 470 |
print dirPredTau
|
| 471 |
|
| 472 |
|
| 473 |
############# read in prediction plots #############################################
|
| 474 |
histDict = {}
|
| 475 |
readIn = Helper.ReadIn( fileDir, fileName, rebinDict=rebinDict, externalScalingFactor=scale )
|
| 476 |
readIn.removeSamples( removeSamples )
|
| 477 |
readIn.addSamples( addSamples )
|
| 478 |
readIn.addHists( [ "HT", "JetPt" ] )
|
| 479 |
if displayControlPlots:
|
| 480 |
readIn.addHists( [ "MHTEta", "MHTPhi",
|
| 481 |
"JetEta", "JetPhi",
|
| 482 |
"Jet1Pt", "Jet1Eta", "Jet1Phi",
|
| 483 |
"Jet2Pt", "Jet2Eta", "Jet2Phi",
|
| 484 |
"Jet3Pt", "Jet3Eta", "Jet3Phi",
|
| 485 |
"nJets", "DPhiMHTTau",
|
| 486 |
"MinDPhiMHTJ","DPhi12",
|
| 487 |
"DPhi13", "DPhi23" ] )
|
| 488 |
pass
|
| 489 |
#print readIn.histList
|
| 490 |
histDict = readIn.getHists( dirPredTau )
|
| 491 |
|
| 492 |
### for the right stat err
|
| 493 |
#histDictPred = {}
|
| 494 |
#predReadIn = Helper.ReadIn( fileDir, fileName, rebinDict=rebinDict )
|
| 495 |
#predReadIn.removeSamples( removeSamples )
|
| 496 |
#predReadIn.addSamples( addSamples )
|
| 497 |
#predReadIn.removeHists( [ "MHT" ] )
|
| 498 |
#predReadIn.addHists( [ "nPredEvents", "statErr" ] )
|
| 499 |
##predReadIn.dontScale()
|
| 500 |
#histDictPred = predReadIn.getHists( dirPredTau )
|
| 501 |
####################################################################################
|
| 502 |
|
| 503 |
|
| 504 |
############# read in selection plots #############################################
|
| 505 |
histDictSel = {}
|
| 506 |
selReadIn = Helper.ReadIn( fileDir, fileName, rebinDict=rebinDict )
|
| 507 |
selReadIn.removeSamples( removeSamplesSel )
|
| 508 |
selReadIn.addSamples( addSamples )
|
| 509 |
selReadIn.removeHists( [ "MHT" ] )
|
| 510 |
selReadIn.addHists( [ "MHTMHT", "HTHT", "TauSelectionTau1Pt" ] )
|
| 511 |
if displayControlPlots:
|
| 512 |
selReadIn.addHists( [ "MHTMHTEta", "MHTMHTPhi",
|
| 513 |
"TauSelectionTau1Eta", "TauSelectionTau1Phi",
|
| 514 |
"JetSelection30Jet1Pt", "JetSelection30Jet1Eta", "JetSelection30Jet1Phi",
|
| 515 |
"JetSelection30Jet2Pt", "JetSelection30Jet2Eta", "JetSelection30Jet2Phi",
|
| 516 |
"JetSelection30Jet3Pt", "JetSelection30Jet3Eta", "JetSelection30Jet3Phi",
|
| 517 |
"JetSelection30NumberOfJets",
|
| 518 |
"TauSelectiondPhiMHTTau", "MHTdPhiMinmhtDphi",
|
| 519 |
"MHTdPhiMindPhi12","MHTdPhiMindPhi13", "MHTdPhiMindPhi23" ] )
|
| 520 |
pass
|
| 521 |
histDictSel = selReadIn.getHists( dirFakeTau )
|
| 522 |
####################################################################################
|
| 523 |
|
| 524 |
############# read in prediction plots unscaled ####################################
|
| 525 |
histDictUnscaled = {}
|
| 526 |
readInUnscaled = Helper.ReadIn( fileDir, fileName, rebinDict=rebinDict )
|
| 527 |
readInUnscaled.removeHists( [ "MHT" ] )
|
| 528 |
readInUnscaled.removeSamples( removeSamples )
|
| 529 |
readInUnscaled.addSamples( addSamples )
|
| 530 |
readInUnscaled.addHists( [ "HTUnweighted", "MHTUnweighted", "JetPtUnweighted" ] )
|
| 531 |
if displayControlPlots:
|
| 532 |
readInUnscaled.addHists( [ "MHTEtaUnweighted", "MHTPhiUnweighted",
|
| 533 |
"JetEtaUnweighted", "JetPhiUnweighted",
|
| 534 |
"Jet1PtUnweighted", "Jet1EtaUnweighted", "Jet1PhiUnweighted",
|
| 535 |
"Jet2PtUnweighted", "Jet2EtaUnweighted", "Jet2PhiUnweighted",
|
| 536 |
"Jet3PtUnweighted", "Jet3EtaUnweighted", "Jet3PhiUnweighted",
|
| 537 |
"nJetsUnweighted", "DPhiMHTTauUnweighted", "MinDPhiMHTJUnweighted",
|
| 538 |
"DPhi12Unweighted", "DPhi13Unweighted", "DPhi23Unweighted" ] )
|
| 539 |
pass
|
| 540 |
readInUnscaled.dontScale()
|
| 541 |
#print readIn.histList
|
| 542 |
histDictUnscaled = readInUnscaled.getHists( dirPredTau )
|
| 543 |
####################################################################################
|
| 544 |
|
| 545 |
############# read in only mc-scaled ##############################################
|
| 546 |
histDictMCScaled = {}
|
| 547 |
readInMCScaled = Helper.ReadIn( fileDir, fileName, rebinDict=rebinDict )
|
| 548 |
readInMCScaled.removeHists( [ "MHT" ] )
|
| 549 |
readInMCScaled.removeSamples( removeSamples )
|
| 550 |
readInMCScaled.addSamples( addSamples )
|
| 551 |
readInMCScaled.addHists( [ "MHTMCWeights" ] )
|
| 552 |
#print readIn.histList
|
| 553 |
histDictMCScaled = readInMCScaled.getHists( dirPredTau )
|
| 554 |
####################################################################################
|
| 555 |
|
| 556 |
|
| 557 |
############# print && tex file ####################################################
|
| 558 |
TF = Def.MakeTexFile( fileName="tex/newCommandsFakeTau" + Type )
|
| 559 |
TF.addCommand( name="FT" + Type + "Lumi",
|
| 560 |
value=readIn.lumi/1000.,
|
| 561 |
roundTo=0 )
|
| 562 |
print
|
| 563 |
print "Number of events in control region at L=", readIn.lumi
|
| 564 |
tauControlAll = 0.
|
| 565 |
#print "########## currently nonsense"
|
| 566 |
for sample in readIn.sampleList:
|
| 567 |
tauControl = histDictMCScaled[ "MHTMCWeights" ][ sample ].Integral()
|
| 568 |
tauControlAll += tauControl
|
| 569 |
print sample, " : ", round( tauControl, 2 ),\
|
| 570 |
" +- ", round( math.sqrt( histDictUnscaled[ "MHTUnweighted" ][ sample ].Integral() ) *\
|
| 571 |
tauControl/histDictUnscaled[ "MHTUnweighted" ][ sample ].Integral(),2 )
|
| 572 |
TF.addCommand( name="FT" + Type + "FakeControl" + sample,
|
| 573 |
value=tauControl,
|
| 574 |
roundTo=1 )
|
| 575 |
pass
|
| 576 |
TF.addCommand( name="FT" + Type + "FakeControl" + "All",
|
| 577 |
value=tauControlAll,
|
| 578 |
roundTo=1 )
|
| 579 |
|
| 580 |
print
|
| 581 |
tauControlMCAll = 0
|
| 582 |
print "Number of events in control sample (MC)"
|
| 583 |
for sample in readIn.sampleList:
|
| 584 |
print sample, " : ", round( histDictUnscaled[ "MHTUnweighted" ][ sample ].Integral(),2 ), \
|
| 585 |
" +- ", round( math.sqrt( histDictUnscaled[ "MHTUnweighted" ][ sample ].Integral() ), 2 )
|
| 586 |
tauControlMCAll += histDictUnscaled[ "MHTUnweighted" ][ sample ].Integral()
|
| 587 |
TF.addCommand( name="FT" + Type + "MCFakes" + sample,
|
| 588 |
value=histDictUnscaled[ "MHTUnweighted" ][ sample ].Integral(),
|
| 589 |
roundTo=0 )
|
| 590 |
pass
|
| 591 |
TF.addCommand( name="FT" + Type + "MCFakes" + "All",
|
| 592 |
value=tauControlMCAll,
|
| 593 |
roundTo=0 )
|
| 594 |
|
| 595 |
print
|
| 596 |
print "Number of MC events selected"
|
| 597 |
print
|
| 598 |
selMCAll = 0
|
| 599 |
for sample in readIn.sampleList:
|
| 600 |
if sample in selReadIn.sampleList:
|
| 601 |
print sample, " : ", histDictSel[ "MHTMHT" ][ sample ].GetEntries()
|
| 602 |
selMCAll += histDictSel[ "MHTMHT" ][ sample ].GetEntries()
|
| 603 |
TF.addCommand( name="FT" + Type + "MCTau" + sample,
|
| 604 |
value=histDictSel[ "MHTMHT" ][ sample ].GetEntries(),
|
| 605 |
roundTo=0 )
|
| 606 |
else:
|
| 607 |
TF.addCommand( name="FT" + Type + "MCTau" + sample,
|
| 608 |
value=0,
|
| 609 |
roundTo=0 )
|
| 610 |
pass
|
| 611 |
pass
|
| 612 |
|
| 613 |
TF.addCommand( name="FT" + Type + "MCTau" + "All",
|
| 614 |
value=selMCAll,
|
| 615 |
roundTo=0 )
|
| 616 |
|
| 617 |
print "----- tau-selected events (no gen tau) ----"
|
| 618 |
tauSelAll = 0
|
| 619 |
errAll = 0
|
| 620 |
order = 10**-roundTo
|
| 621 |
errSel = {}
|
| 622 |
selSel = {}
|
| 623 |
for sample in readIn.sampleList:
|
| 624 |
if sample in selReadIn.sampleList:
|
| 625 |
err = ROOT.Double( 0 )
|
| 626 |
tauSel2 = histDictSel[ "MHTMHT" ][ sample ].IntegralAndError( 0,
|
| 627 |
histDictSel[ "MHTMHT" ][ sample ].GetNbinsX() \
|
| 628 |
+ 1,
|
| 629 |
err )
|
| 630 |
errSel[ sample ] = err
|
| 631 |
selSel[ sample ] = tauSel2
|
| 632 |
print sample , ": ", round( tauSel2,2 ), \
|
| 633 |
" +- ", round( err,2 )
|
| 634 |
tauSelAll += tauSel2
|
| 635 |
#err = math.sqrt( histDictSel[ "MHTMHT" ][ sample ].GetEntries() )
|
| 636 |
errAll += err**2
|
| 637 |
#print sample , " n sel events = ", round( tauSel,2 ), \
|
| 638 |
# " +- ", err
|
| 639 |
|
| 640 |
rt = roundTo
|
| 641 |
if( round( tauSel2, roundTo ) < order or
|
| 642 |
round( err, roundTo ) < order ):
|
| 643 |
rt = roundTo + 1
|
| 644 |
TF.addCommand( name="FT" + Type + "Sel" + sample,
|
| 645 |
value=tauSel2,
|
| 646 |
roundTo=rt )
|
| 647 |
TF.addCommand( name="FT" + Type + "Sel" + sample + "StatErr",
|
| 648 |
value=err,
|
| 649 |
roundTo=rt )
|
| 650 |
else:
|
| 651 |
TF.addCommand( name="FT" + Type + "Sel" + sample,
|
| 652 |
value="-",
|
| 653 |
roundTo=None )
|
| 654 |
TF.addCommand( name="FT" + Type + "Sel" + sample + "StatErr",
|
| 655 |
value="-",
|
| 656 |
roundTo=None )
|
| 657 |
pass
|
| 658 |
|
| 659 |
pass
|
| 660 |
print "-----------------------------"
|
| 661 |
print "Sum :", round( tauSelAll, 2 ), " +- ", round( math.sqrt( errAll ),2 )
|
| 662 |
TF.addCommand( name="FT" + Type + "Sel" + "All",
|
| 663 |
value=tauSelAll,
|
| 664 |
roundTo=roundTo )
|
| 665 |
TF.addCommand( name="FT" + Type + "Sel" + "All" + "StatErr",
|
| 666 |
value=math.sqrt( errAll ),
|
| 667 |
roundTo=roundTo )
|
| 668 |
|
| 669 |
#avFakeRate = tauSel / ( tauSel + tauControl )
|
| 670 |
#print
|
| 671 |
#print "Average fake rate=", round( avFakeRate, 2 )
|
| 672 |
#scaleControl = 1/( 1-avFakeRate )
|
| 673 |
#print "(Not done) Scale control sample with 1/(1-f)=", round( scaleControl, 2 )
|
| 674 |
|
| 675 |
|
| 676 |
print
|
| 677 |
print "----- pred Events ------"
|
| 678 |
predAll = 0
|
| 679 |
predErrAll = 0
|
| 680 |
errPred = {}
|
| 681 |
selPred = {}
|
| 682 |
for sample in readIn.sampleList:
|
| 683 |
err = ROOT.Double( 0 )
|
| 684 |
p = histDict[ "MHT" ][ sample ].IntegralAndError( 0,
|
| 685 |
histDict[ "MHT" ][ sample ].GetNbinsX() + 1,
|
| 686 |
err )
|
| 687 |
print sample, ": ", round( p,3 ), " +- ", round( err,3 )
|
| 688 |
#print sample , " n pred events = ", round( histDictPred[ "nPredEvents" ][ sample ].GetBinContent( 1 ) ,2 ) ,\
|
| 689 |
# " +- ", round( histDictPred[ "statErr" ][ sample ].GetBinContent( 1 ) ,2 )
|
| 690 |
#predAll += histDictPred[ "nPredEvents" ][ sample ].GetBinContent( 1 )
|
| 691 |
#predErrAll += histDictPred[ "statErr" ][ sample ].GetBinContent( 1 )**2
|
| 692 |
predAll += p
|
| 693 |
predErrAll += err**2
|
| 694 |
|
| 695 |
errPred[ sample ] = err
|
| 696 |
selPred[ sample ] = p
|
| 697 |
|
| 698 |
rt = roundTo
|
| 699 |
if( round( p, roundTo ) < order or
|
| 700 |
round( err, roundTo ) < order ):
|
| 701 |
rt = roundTo + 1
|
| 702 |
TF.addCommand( name="FT" + Type + "Pred" + sample,
|
| 703 |
value=p,
|
| 704 |
roundTo=rt )
|
| 705 |
TF.addCommand( name="FT" + Type + "Pred" + sample + "StatErr",
|
| 706 |
value=err,
|
| 707 |
roundTo=rt )
|
| 708 |
#print sample , " n pred events * 1/(1-f) = ", \
|
| 709 |
# round( scaleControl * histDictPred[ "nPredEvents" ][ sample ].GetBinContent( 1 ) ,2 ) ,\
|
| 710 |
# " +- ", round( histDictPred[ "statErr" ][ sample ].GetBinContent( 1 ) ,2 )
|
| 711 |
pass
|
| 712 |
print "-----------------------------"
|
| 713 |
print "Sum :", round( predAll, 2 ), " +- ", round( math.sqrt( predErrAll ),2 )
|
| 714 |
print
|
| 715 |
#print
|
| 716 |
TF.addCommand( name="FT" + Type + "Pred" + "All",
|
| 717 |
value=predAll,
|
| 718 |
roundTo=roundTo )
|
| 719 |
TF.addCommand( name="FT" + Type + "Pred" + "All" + "StatErr",
|
| 720 |
value=math.sqrt( predErrAll ),
|
| 721 |
roundTo=roundTo )
|
| 722 |
|
| 723 |
print "------------ s/p -------------"
|
| 724 |
for sample in readIn.sampleList:
|
| 725 |
if not sample in selReadIn.sampleList:
|
| 726 |
continue
|
| 727 |
print sample , ": ", round( ( ( selPred[ sample ] / selSel[ sample ] ) )**-1 ,2 ), " +- ",\
|
| 728 |
round( math.sqrt( ( ( errSel[ sample ] / selPred[ sample ] )**2 + \
|
| 729 |
( selSel[ sample ] * errPred[ sample ] / ( selPred[ sample ] )**2 )**2 ) ) ,2 )
|
| 730 |
TF.addCommand( name="FT" + Type + "Rat" + sample,
|
| 731 |
value=( selPred[ sample ] / selSel[ sample ] )**-1,
|
| 732 |
roundTo=roundTo )
|
| 733 |
TF.addCommand( name="FT" + Type + "Rat" + sample + "StatErr",
|
| 734 |
value= math.sqrt( ( errSel[ sample ] / selPred[ sample ] )**2 + \
|
| 735 |
( selSel[ sample ] * errPred[ sample ] / ( selPred[ sample ] )**2 )**2 ),
|
| 736 |
roundTo=roundTo )
|
| 737 |
pass
|
| 738 |
print "-----------------------------"
|
| 739 |
print "All: ", round( ( predAll/tauSelAll )**-1 ,2 ), " +- ", \
|
| 740 |
round( math.sqrt( ( math.sqrt( errAll )/ predAll )**2 + \
|
| 741 |
( tauSelAll * math.sqrt( predErrAll ) / ( predAll )**2 )**2 ),2 )
|
| 742 |
TF.addCommand( name="FT" + Type + "Rat" + "All",
|
| 743 |
value=( predAll/tauSelAll )**-1,
|
| 744 |
roundTo=roundTo )
|
| 745 |
TF.addCommand( name="FT" + Type + "Rat" + "All" + "StatErr",
|
| 746 |
value=math.sqrt( ( math.sqrt( errAll )/predAll )**2 +\
|
| 747 |
( tauSelAll * math.sqrt( predErrAll ) / ( predAll )**2 )**2 ) ,
|
| 748 |
roundTo=roundTo )
|
| 749 |
print
|
| 750 |
print
|
| 751 |
|
| 752 |
TF.writeTexFile()
|
| 753 |
####################################################################################
|
| 754 |
|
| 755 |
################## syst errs #######################################################
|
| 756 |
|
| 757 |
fakeTausSystReadIn = Helper.ReadIn( fileDir, fileName, rebinDict={} )
|
| 758 |
fakeTausSystReadIn.removeSamples( removeSamples )
|
| 759 |
fakeTausSystReadIn.addSamples( addSamples )
|
| 760 |
fakeTausSystReadIn.removeHists( [ "MHT" ] )
|
| 761 |
fakeTausSystReadIn.addHists( [ "StatErrUp" ] )
|
| 762 |
fakeTausSystReadIn.addHists( [ "StatErrDwn" ] )
|
| 763 |
histDictFTSyst = fakeTausSystReadIn.getHists( dirPredTau )
|
| 764 |
SFH = Helper.SystFromHist( dict=histDictFTSyst )
|
| 765 |
sDict = SFH.getSystDict()
|
| 766 |
|
| 767 |
print
|
| 768 |
print "--------- syst --------"
|
| 769 |
for syst in sDict.keys():
|
| 770 |
print syst, " abs=", round( math.sqrt( sDict[ syst ] ),2 ), \
|
| 771 |
" rel=", round( math.sqrt( sDict[ syst ] )/ predAll,2 )
|
| 772 |
pass
|
| 773 |
|
| 774 |
#print "-------------------- ratio ------------------------"
|
| 775 |
#print "Pred/sel=", round( ( predAll/tauSelAll ) * 100,1 ), " +- ",\
|
| 776 |
# round( ( math.sqrt( predErrAll/( tauSelAll )**2 +
|
| 777 |
# predAll**2 * errAll/( tauSelAll )**4 +
|
| 778 |
# sDict[ "StatErrUp" ]/( tauSelAll )**2 ) ) * 100,1 )
|
| 779 |
|
| 780 |
####################################################################################
|
| 781 |
|
| 782 |
############# draw #################################################################
|
| 783 |
if draw:
|
| 784 |
|
| 785 |
legendErrEntry = "total uncertainty"
|
| 786 |
if statErrsOnly:
|
| 787 |
legendErrEntry = "total stat. uncert."
|
| 788 |
pass
|
| 789 |
|
| 790 |
legend = [ "selected",
|
| 791 |
"predicted",
|
| 792 |
legendErrEntry ]
|
| 793 |
statDict = { "predicted" : "BG",
|
| 794 |
legendErrEntry : "BG",
|
| 795 |
"selected" : "Data"}
|
| 796 |
if displayNEvents:
|
| 797 |
|
| 798 |
nSel = histDictRT[ "MHTMHT" ][ "All" ].Integral()
|
| 799 |
nPred = pred.predDict[ "MHT" ][ "All" ]
|
| 800 |
|
| 801 |
legend = [ "selected (" + str( round( nSel,1 ) ) + ")",
|
| 802 |
"predicted (" + str( round( nPred,1 ) ) + ")",
|
| 803 |
"total stat. uncert." ]
|
| 804 |
statDict = { "predicted (" + str( round( nPred,1 ) ) + ")" : "BG",
|
| 805 |
"total stat. uncert." : "BG",
|
| 806 |
"selected (" + str( round( nSel,1 ) ) + ")" : "Data"}
|
| 807 |
pass
|
| 808 |
|
| 809 |
theTitle = ""
|
| 810 |
if plotTitle:
|
| 811 |
theTitle = theTheTitle
|
| 812 |
pass
|
| 813 |
|
| 814 |
#print "###### plots are not scaled with 1/(1-f) yet ########"
|
| 815 |
|
| 816 |
#### get the full stat error and the hist binned stat error
|
| 817 |
errsDict = {}
|
| 818 |
errsBinDict = {}
|
| 819 |
for hist in readIn.histList:
|
| 820 |
errs = Helper.StackErr( histDict[ hist ], histDictUnscaled[ hist + "Unweighted" ] )
|
| 821 |
errsDict[ hist ], errsBinDict[ hist ] = errs.getStackErrQCD()
|
| 822 |
pass
|
| 823 |
|
| 824 |
#### get the sample stack of all selected fake tau events
|
| 825 |
for hist in selReadIn.histList:
|
| 826 |
addup = Helper.AddUp( histDictSel[ hist ] )
|
| 827 |
histDictSel[ hist ][ "All" ] = addup.add()
|
| 828 |
pass
|
| 829 |
|
| 830 |
#### get the sample stack of predicted fake tau distributions
|
| 831 |
allHist = {}
|
| 832 |
for hist in histDict.keys():
|
| 833 |
addup = Helper.AddUp( histDict[ hist ] )
|
| 834 |
allHist[ hist ] = addup.add()
|
| 835 |
pass
|
| 836 |
|
| 837 |
################### get the syst ers ###################################################
|
| 838 |
errsSystDict = {}
|
| 839 |
errsSystDictBin = {}
|
| 840 |
for hist in readIn.histList:
|
| 841 |
errsSystDict[ hist ] = {}
|
| 842 |
errsSyst = Helper.SystErr( allHist[ hist ], theSystDict=theSystDict )
|
| 843 |
#errsSystDict[ hist ], errsSystDictBin[ hist ] = errsSyst.getSystErr()
|
| 844 |
tuple = errsSyst.getSystErr()
|
| 845 |
errsSystDict[ hist ][ "Up" ] = tuple[ 0 ][ 0 ]
|
| 846 |
errsSystDict[ hist ][ "Dwn" ] = tuple[ 0 ][ 1 ]
|
| 847 |
errsSystDictBin[ hist ] = tuple[ 1 ]
|
| 848 |
pass
|
| 849 |
########################################################################################
|
| 850 |
|
| 851 |
|
| 852 |
#################### add up the bin errs dicts #########################################
|
| 853 |
#errsCombinedDictBin = deepcopy( errsBinDict ) ### makes a true copy, *not* an alias
|
| 854 |
#if not statErrsOnly:
|
| 855 |
# errsCombinedDictBin = {}
|
| 856 |
# for hist in allHist.keys():
|
| 857 |
# errsCombinedDictBin[ hist ] = {}
|
| 858 |
# errsCombinedDictBin[ hist ][ "All" ] = {}
|
| 859 |
# for bin in errsBinDict[ hist ][ "All" ].keys():
|
| 860 |
# ### both errDicts already squared
|
| 861 |
# errsCombinedDictBin[ hist ][ "All" ][ bin ] = errsBinDict[ hist ][ "All" ][ bin ] + \
|
| 862 |
# errsSystDictBin[ hist ][ bin ]
|
| 863 |
# pass
|
| 864 |
# pass
|
| 865 |
# pass
|
| 866 |
|
| 867 |
errsCombinedDictBin = {}
|
| 868 |
errsCombinedDictBin[ "Up" ] = deepcopy( errsBinDict ) ### makes a true copy, *not* an alias
|
| 869 |
errsCombinedDictBin[ "Dwn" ] = deepcopy( errsBinDict ) ### makes a true copy, *not* an alias
|
| 870 |
if not statErrsOnly:
|
| 871 |
errsCombinedDictBin = {}
|
| 872 |
errsCombinedDictBin[ "Up" ] = {}
|
| 873 |
errsCombinedDictBin[ "Dwn" ] = {}
|
| 874 |
for hist in allHist.keys():
|
| 875 |
errsCombinedDictBin[ "Up" ][ hist ] = {}
|
| 876 |
errsCombinedDictBin[ "Dwn" ][ hist ] = {}
|
| 877 |
errsCombinedDictBin[ "Up" ][ hist ][ "All" ] = {}
|
| 878 |
errsCombinedDictBin[ "Dwn" ][ hist ][ "All" ] = {}
|
| 879 |
for bin in errsBinDict[ hist ][ "All" ].keys():
|
| 880 |
### both errDicts already squared
|
| 881 |
errsCombinedDictBin[ "Up" ][ hist ][ "All" ][ bin ] = errsBinDict[ hist ][ "All" ][ bin ] + \
|
| 882 |
errsSystDictBin[ hist ][ bin ][ "Up" ]
|
| 883 |
errsCombinedDictBin[ "Dwn" ][ hist ][ "All" ][ bin ] = errsBinDict[ hist ][ "All" ][ bin ] + \
|
| 884 |
errsSystDictBin[ hist ][ bin ][ "Dwn" ]
|
| 885 |
pass
|
| 886 |
pass
|
| 887 |
pass
|
| 888 |
|
| 889 |
########################################################################################
|
| 890 |
|
| 891 |
|
| 892 |
#### get the hists for the stat errors
|
| 893 |
errHistUpDict = {}
|
| 894 |
errHistDwnDict = {}
|
| 895 |
for hist in allHist.keys():
|
| 896 |
ErrHists = Helper.StatErrorHists( allHist[ hist ],
|
| 897 |
errsCombinedDictBin[ "Up" ][ hist ] ,
|
| 898 |
errsCombinedDictBin[ "Dwn" ][ hist ] ,
|
| 899 |
colorUp=errColor,
|
| 900 |
colorDwn = mcColor )
|
| 901 |
errHistUpDict[ hist ], errHistDwnDict[ hist ] = ErrHists.getErrHists( histname = hist )
|
| 902 |
pass
|
| 903 |
|
| 904 |
|
| 905 |
|
| 906 |
nameMap = {}
|
| 907 |
nameMap[ "MHT" ] = "MHTMHT"
|
| 908 |
nameMap[ "MHTEta" ] = "MHTMHTEta"
|
| 909 |
nameMap[ "MHTPhi" ] = "MHTMHTPhi"
|
| 910 |
nameMap[ "HT" ] = "HTHT"
|
| 911 |
nameMap[ "JetPt" ] = "TauSelectionTau1Pt"
|
| 912 |
nameMap[ "JetEta" ] = "TauSelectionTau1Eta"
|
| 913 |
nameMap[ "JetPhi" ] = "TauSelectionTau1Phi"
|
| 914 |
nameMap[ "Jet1Pt" ] = "JetSelection30Jet1Pt"
|
| 915 |
nameMap[ "Jet1Eta" ] = "JetSelection30Jet1Eta"
|
| 916 |
nameMap[ "Jet1Phi" ] = "JetSelection30Jet1Phi"
|
| 917 |
nameMap[ "Jet2Pt" ] = "JetSelection30Jet2Pt"
|
| 918 |
nameMap[ "Jet2Eta" ] = "JetSelection30Jet2Eta"
|
| 919 |
nameMap[ "Jet2Phi" ] = "JetSelection30Jet2Phi"
|
| 920 |
nameMap[ "Jet3Pt" ] = "JetSelection30Jet3Pt"
|
| 921 |
nameMap[ "Jet3Eta" ] = "JetSelection30Jet3Eta"
|
| 922 |
nameMap[ "Jet3Phi" ] = "JetSelection30Jet3Phi"
|
| 923 |
nameMap[ "nJets" ] = "JetSelection30NumberOfJets"
|
| 924 |
nameMap[ "DPhiMHTTau" ] = "TauSelectiondPhiMHTTau"
|
| 925 |
nameMap[ "MinDPhiMHTJ" ] = "MHTdPhiMinmhtDphi"
|
| 926 |
nameMap[ "DPhi12" ] = "MHTdPhiMindPhi12"
|
| 927 |
nameMap[ "DPhi13" ] = "MHTdPhiMindPhi13"
|
| 928 |
nameMap[ "DPhi23" ] = "MHTdPhiMindPhi23"
|
| 929 |
|
| 930 |
xtitleDict = {}
|
| 931 |
xtitleDict[ "MHT" ] = "#slash H_{T} [GeV]"
|
| 932 |
xtitleDict[ "MHTEta" ] = "#eta^{MHT}"
|
| 933 |
xtitleDict[ "MHTPhi" ] = "#phi^{MHT}"
|
| 934 |
xtitleDict[ "HT" ] = "H_{T} [GeV]"
|
| 935 |
xtitleDict[ "JetPt" ] = "P_{T}^{#tau} [GeV]"
|
| 936 |
xtitleDict[ "JetEta" ] = "#eta^{#tau}"
|
| 937 |
xtitleDict[ "JetPhi" ] = "#phi^{#tau}"
|
| 938 |
xtitleDict[ "Jet1Pt" ] = "P_{T}^{jet1} [GeV]"
|
| 939 |
xtitleDict[ "Jet1Eta" ] = "#eta^{jet1}"
|
| 940 |
xtitleDict[ "Jet1Phi" ] = "#phi^{jet1}"
|
| 941 |
xtitleDict[ "Jet2Pt" ] = "P_{T}^{jet2} [GeV]"
|
| 942 |
xtitleDict[ "Jet2Eta" ] = "#eta^{jet2}"
|
| 943 |
xtitleDict[ "Jet2Phi" ] = "#phi^{jet2}"
|
| 944 |
xtitleDict[ "Jet3Pt" ] = "P_{T}^{jet3} [GeV]"
|
| 945 |
xtitleDict[ "Jet3Eta" ] = "#eta^{jet3}"
|
| 946 |
xtitleDict[ "Jet3Phi" ] = "#phi^{jet3}"
|
| 947 |
xtitleDict[ "nJets" ] = "Number of jets"
|
| 948 |
#xtitleDict[ "MuonDRJet" ] = "#DeltaR(#mu/#tau, jet)"
|
| 949 |
xtitleDict[ "DPhiMHTTau" ] = "#Delta#Phi(MHT,#tau)"
|
| 950 |
xtitleDict[ "DPhi12" ] = "#Delta#Phi(jet1,jet2)"
|
| 951 |
xtitleDict[ "DPhi13" ] = "#Delta#Phi(jet1,jet3)"
|
| 952 |
xtitleDict[ "DPhi23" ] = "#Delta#Phi(jet2,jet3)"
|
| 953 |
xtitleDict[ "MinDPhiMHTJ" ] = "min #Delta#Phi(MHT,jet123)"
|
| 954 |
|
| 955 |
pos = "umr"
|
| 956 |
#if Type == "Full":
|
| 957 |
# pos = "ul"
|
| 958 |
# pass
|
| 959 |
|
| 960 |
markerStyle = 22
|
| 961 |
if re.search( "Data", theTheTitle ) or re.search( "Preliminary", theTheTitle ):
|
| 962 |
markerStyle = 20
|
| 963 |
pass
|
| 964 |
|
| 965 |
cDict = {}
|
| 966 |
legDict = {}
|
| 967 |
ratioDict = {}
|
| 968 |
|
| 969 |
for hist in readIn.histList:
|
| 970 |
|
| 971 |
#### get the x,y titles
|
| 972 |
ytitle = "Events"
|
| 973 |
if re.search( "GeV", xtitleDict[ hist ] ):
|
| 974 |
b = allHist[ hist ].GetBinWidth( 1 )
|
| 975 |
ytitle = "Events/"+ str( int( b ) ) + " GeV"
|
| 976 |
pass
|
| 977 |
### get new legend position if necessary
|
| 978 |
if hist in posDict.keys():
|
| 979 |
pos = posDict[ hist ]
|
| 980 |
pass
|
| 981 |
### take your canvas bags ...
|
| 982 |
cDict[ hist ] = ROOT.TCanvas( hist , hist )
|
| 983 |
cDict[ hist ].cd()
|
| 984 |
### stylings
|
| 985 |
allHist[ hist ].UseCurrentStyle()
|
| 986 |
histDictSel[ nameMap[ hist ] ][ "All" ].UseCurrentStyle()
|
| 987 |
Style.setHistStyle( allHist[ hist ],
|
| 988 |
status="BG",
|
| 989 |
color=mcColor,
|
| 990 |
xTitle=xtitleDict[ hist ],
|
| 991 |
yTitle=ytitle,
|
| 992 |
title=theTitle,
|
| 993 |
)
|
| 994 |
Style.setHistStyle( histDictSel[ nameMap[ hist ] ][ "All" ],
|
| 995 |
status="Data",
|
| 996 |
color=1,
|
| 997 |
xTitle=xtitleDict[ hist ],
|
| 998 |
yTitle=ytitle,
|
| 999 |
title=theTitle,
|
| 1000 |
markerStyle=markerStyle
|
| 1001 |
)
|
| 1002 |
### draw
|
| 1003 |
allHist[ hist ].Draw( "hist" )
|
| 1004 |
errHistUpDict[ hist ][ "All" ].Draw( "same" )
|
| 1005 |
errHistDwnDict[ hist ][ "All" ].Draw( "same" )
|
| 1006 |
histDictSel[ nameMap[ hist ] ][ "All" ].Draw( "same" )
|
| 1007 |
if( hist in xRangeDict.keys() ):
|
| 1008 |
allHist[ hist ].GetXaxis().SetRangeUser( xRangeDict[ hist ][ 0 ],
|
| 1009 |
xRangeDict[ hist ][ 1 ] )
|
| 1010 |
pass
|
| 1011 |
### for the axis
|
| 1012 |
allHist[ hist ].Draw( "axissame" )
|
| 1013 |
if logY:
|
| 1014 |
ROOT.gPad.SetLogy()
|
| 1015 |
if( hist in yRangeDict.keys() ):
|
| 1016 |
allHist[ hist ].GetYaxis().SetRangeUser( yRangeDict[ hist ][ 0 ],
|
| 1017 |
yRangeDict[ hist ][ 1 ] )
|
| 1018 |
pass
|
| 1019 |
pass
|
| 1020 |
### i am legend
|
| 1021 |
legDict[ hist ] = Style.makeLegendSimple( [ histDictSel[ nameMap[ hist ] ][ "All" ],
|
| 1022 |
allHist[ hist ],
|
| 1023 |
errHistUpDict[ hist ][ "All" ] ],
|
| 1024 |
legend,
|
| 1025 |
statusDict=statDict,
|
| 1026 |
position= pos )
|
| 1027 |
|
| 1028 |
|
| 1029 |
legDict[ hist ].Draw( "same" )
|
| 1030 |
#### ratio
|
| 1031 |
if plotRatio:
|
| 1032 |
ratioDict[ hist ] = RT.Ratio( histDictSel[ nameMap[ hist ] ][ "All" ],
|
| 1033 |
allHist[ hist ],
|
| 1034 |
mcHistErrDict=errsCombinedDictBin[ hist ][ "All" ])
|
| 1035 |
|
| 1036 |
ratioDict[ hist ].drawRatio( ROOT.gPad )
|
| 1037 |
pass
|
| 1038 |
pass
|
| 1039 |
|
| 1040 |
if doSystScaling:
|
| 1041 |
print "##############################################"
|
| 1042 |
print "WARNING! Systematic scaling applied!!"
|
| 1043 |
print "##############################################"
|
| 1044 |
pass
|
| 1045 |
|
| 1046 |
|
| 1047 |
|
| 1048 |
## cDict[ "MHT" ] = ROOT.TCanvas( "MHT" , "MHT" )
|
| 1049 |
## cDict[ "MHT" ].cd()
|
| 1050 |
## allHist[ "MHT" ].UseCurrentStyle()
|
| 1051 |
## histDictSel[ "MHTMHT" ][ "All" ].UseCurrentStyle()
|
| 1052 |
## Style.setHistStyle( allHist[ "MHT" ],
|
| 1053 |
## status="BG",
|
| 1054 |
## color=mcColor,
|
| 1055 |
## xTitle="MHT [GeV]", yTitle="events", title=theTitle )
|
| 1056 |
## Style.setHistStyle( histDictSel[ "MHTMHT" ][ "All" ],
|
| 1057 |
## status="Data",
|
| 1058 |
## color=1,
|
| 1059 |
## xTitle="MHT [GeV]", yTitle="events", title=theTitle )
|
| 1060 |
## allHist[ "MHT" ].Draw( "hist" )
|
| 1061 |
## errHistUpDict[ "MHT" ][ "All" ].Draw( "same" )
|
| 1062 |
## errHistDwnDict[ "MHT" ][ "All" ].Draw( "same" )
|
| 1063 |
## histDictSel[ "MHTMHT" ][ "All" ].Draw( "same" )
|
| 1064 |
|
| 1065 |
## errHistUpDict[ "MHT" ][ "All" ].Draw( "axissame" )
|
| 1066 |
|
| 1067 |
## if logY:
|
| 1068 |
## allHist[ "MHT" ].SetMinimum( 6 * 10**-4 )
|
| 1069 |
## histDictSel[ "MHTMHT" ][ "All" ].SetMinimum( 6 * 10**-4 )
|
| 1070 |
## allHist[ "MHT" ].SetMaximum( 10**3 )
|
| 1071 |
## histDictSel[ "MHTMHT" ][ "All" ].SetMaximum( 10**3 )
|
| 1072 |
## pass
|
| 1073 |
|
| 1074 |
## if logY:
|
| 1075 |
## ROOT.gPad.SetLogy()
|
| 1076 |
## pass
|
| 1077 |
|
| 1078 |
|
| 1079 |
## legDict[ "MHT" ] = Style.makeLegendSimple( [ histDictSel[ "MHTMHT" ][ "All" ],
|
| 1080 |
## allHist[ "MHT" ],
|
| 1081 |
## errHistUpDict[ "MHT" ][ "All" ], ],
|
| 1082 |
## legend,
|
| 1083 |
## statusDict=statDict )
|
| 1084 |
|
| 1085 |
|
| 1086 |
## legDict[ "MHT" ].Draw( "same" )
|
| 1087 |
|
| 1088 |
## if plotRatio:
|
| 1089 |
## ratioDict[ "MHT" ] = Helper.Ratio( histDictSel[ "MHTMHT" ][ "All" ],
|
| 1090 |
## allHist[ "MHT" ],
|
| 1091 |
## mcHistErrDict=errsBinDict[ "MHT" ][ "All" ], colorUp=errColor )
|
| 1092 |
## ratioDict[ "MHT" ].drawRatio( ROOT.gPad )
|
| 1093 |
## pass
|
| 1094 |
|
| 1095 |
|
| 1096 |
|
| 1097 |
## cDict[ "HT" ] = ROOT.TCanvas( "HT" , "HT" )
|
| 1098 |
## cDict[ "HT" ].cd()
|
| 1099 |
## allHist[ "HT" ].UseCurrentStyle()
|
| 1100 |
## histDictSel[ "HTHT" ][ "All" ].UseCurrentStyle()
|
| 1101 |
## Style.setHistStyle( allHist[ "HT" ],
|
| 1102 |
## status="BG",
|
| 1103 |
## color=mcColor,
|
| 1104 |
## xTitle="HT [GeV]", yTitle="events", title=theTitle )
|
| 1105 |
## Style.setHistStyle( histDictSel[ "HTHT" ][ "All" ],
|
| 1106 |
## status="Data",
|
| 1107 |
## color=1,
|
| 1108 |
## xTitle="HT [GeV]", yTitle="events", title=theTitle )
|
| 1109 |
## allHist[ "HT" ].Draw( "hist" )
|
| 1110 |
## errHistUpDict[ "HT" ][ "All" ].Draw( "same" )
|
| 1111 |
## errHistDwnDict[ "HT" ][ "All" ].Draw( "same" )
|
| 1112 |
## histDictSel[ "HTHT" ][ "All" ].Draw( "same" )
|
| 1113 |
|
| 1114 |
## errHistUpDict[ "HT" ][ "All" ].Draw( "axissame" )
|
| 1115 |
|
| 1116 |
## if logY:
|
| 1117 |
## allHist[ "HT" ].SetMinimum( 6 * 10**-4 )
|
| 1118 |
## histDictSel[ "HTHT" ][ "All" ].SetMinimum( 6 * 10**-4 )
|
| 1119 |
## allHist[ "HT" ].SetMaximum( 10**3 )
|
| 1120 |
## histDictSel[ "HTHT" ][ "All" ].SetMaximum( 10**3 )
|
| 1121 |
## pass
|
| 1122 |
|
| 1123 |
## if logY:
|
| 1124 |
## ROOT.gPad.SetLogy()
|
| 1125 |
## pass
|
| 1126 |
|
| 1127 |
|
| 1128 |
## legDict[ "HT" ] = Style.makeLegendSimple( [ histDictSel[ "HTHT" ][ "All" ],
|
| 1129 |
## allHist[ "HT" ],
|
| 1130 |
## errHistUpDict[ "HT" ][ "All" ], ],
|
| 1131 |
## legend,
|
| 1132 |
## statusDict=statDict )
|
| 1133 |
|
| 1134 |
|
| 1135 |
## legDict[ "HT" ].Draw( "same" )
|
| 1136 |
|
| 1137 |
## if plotRatio:
|
| 1138 |
## ratioDict[ "HT" ] = Helper.Ratio( histDictSel[ "HTHT" ][ "All" ],
|
| 1139 |
## allHist[ "HT" ],
|
| 1140 |
## mcHistErrDict=errsBinDict[ "HT" ][ "All" ], colorUp=errColor )
|
| 1141 |
## ratioDict[ "HT" ].drawRatio( ROOT.gPad )
|
| 1142 |
## pass
|
| 1143 |
|
| 1144 |
|
| 1145 |
|
| 1146 |
## cDict[ "Tau1Pt" ] = ROOT.TCanvas( "Tau1Pt" , "Tau1Pt" )
|
| 1147 |
## cDict[ "Tau1Pt" ].cd()
|
| 1148 |
## allHist[ "JetPt" ].UseCurrentStyle()
|
| 1149 |
## histDictSel[ "TauSelectionTau1Pt" ][ "All" ].UseCurrentStyle()
|
| 1150 |
## Style.setHistStyle( allHist[ "JetPt" ],
|
| 1151 |
## status="BG",
|
| 1152 |
## color=mcColor,
|
| 1153 |
## xTitle="Tau1 P_{T} [GeV]", yTitle="events", title=theTitle )
|
| 1154 |
## Style.setHistStyle( histDictSel[ "TauSelectionTau1Pt" ][ "All" ],
|
| 1155 |
## status="Data",
|
| 1156 |
## color=1,
|
| 1157 |
## xTitle="Tau1 P_{T} [GeV]", yTitle="events", title=theTitle )
|
| 1158 |
## allHist[ "JetPt" ].Draw( "hist" )
|
| 1159 |
## errHistUpDict[ "JetPt" ][ "All" ].Draw( "same" )
|
| 1160 |
## errHistDwnDict[ "JetPt" ][ "All" ].Draw( "same" )
|
| 1161 |
## histDictSel[ "TauSelectionTau1Pt" ][ "All" ].Draw( "same" )
|
| 1162 |
|
| 1163 |
## errHistUpDict[ "JetPt" ][ "All" ].Draw( "axissame" )
|
| 1164 |
|
| 1165 |
## if logY:
|
| 1166 |
## allHist[ "JetPt" ].SetMinimum( 6 * 10**-4 )
|
| 1167 |
## histDictSel[ "TauSelectionTau1Pt" ][ "All" ].SetMinimum( 6 * 10**-4 )
|
| 1168 |
## allHist[ "JetPt" ].SetMaximum( 10**3 )
|
| 1169 |
## histDictSel[ "TauSelectionTau1Pt" ][ "All" ].SetMaximum( 10**3 )
|
| 1170 |
## pass
|
| 1171 |
|
| 1172 |
## if logY:
|
| 1173 |
## ROOT.gPad.SetLogy()
|
| 1174 |
## pass
|
| 1175 |
|
| 1176 |
|
| 1177 |
## legDict[ "Tau1Pt" ] = Style.makeLegendSimple( [ histDictSel[ "TauSelectionTau1Pt" ][ "All" ],
|
| 1178 |
## allHist[ "JetPt" ],
|
| 1179 |
## errHistUpDict[ "JetPt" ][ "All" ], ],
|
| 1180 |
## legend,
|
| 1181 |
## statusDict=statDict )
|
| 1182 |
|
| 1183 |
|
| 1184 |
## legDict[ "Tau1Pt" ].Draw( "same" )
|
| 1185 |
|
| 1186 |
## if plotRatio:
|
| 1187 |
## ratioDict[ "Tau1Pt" ] = Helper.Ratio( histDictSel[ "TauSelectionTau1Pt" ][ "All" ],
|
| 1188 |
## allHist[ "JetPt" ],
|
| 1189 |
## mcHistErrDict=errsBinDict[ "JetPt" ][ "All" ], colorUp=errColor )
|
| 1190 |
## ratioDict[ "Tau1Pt" ].drawRatio( ROOT.gPad )
|
| 1191 |
## pass
|
| 1192 |
|
| 1193 |
|
| 1194 |
if saveToPS:
|
| 1195 |
Style.saveToPS( saveName, cDict )
|
| 1196 |
pass
|
| 1197 |
if saveToEPS:
|
| 1198 |
Style.saveToEPS( saveName, cDict )
|
| 1199 |
pass
|
| 1200 |
pass
|
| 1201 |
|
| 1202 |
Def.DontQuit()
|
