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nowak |
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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 RT
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if __name__ == "__main__":
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Def.SetGlobalStyles()
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ROOT.gStyle.SetHatchesLineWidth( 1 )
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fileName = "_lxii"
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#fileDir = "/scratch/hh/lustre/cms/user/nowaf/2011Data/VersionII/Plots/TTbar_TaNC_viii_unbinned/"
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fileDir = "/scratch/hh/lustre/cms/user/nowaf/2011Data/VersionII/Plots/RealTauEst/"
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#fileDir = "/afs/naf.desy.de/group/cms/scratch/nowaf/CMSSW_4_2_4/src/RA2/Configuration/test/"
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Type = "Pre"
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#Type = "Full"
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saveToEPS = False
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saveToPS = False
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saveName = "plots/RealTauEst_MCClosure_binned_gen" + fileName + "_" + Type
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draw = True
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mcColor = ROOT.kGreen - 9
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logY = True
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useDataEff = False
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removeSamplesAcc = []
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removeSamplesAcc.append( "TTbar" )
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removeSamplesAcc.append( "GVJets" )
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removeSamplesAcc.append( "WWJets" )
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removeSamplesAcc.append( "Zinv" )
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removeSamplesAcc.append( "ZJets" )
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#removeSamplesAcc.append( "WJets" )
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removeSamplesAcc.append( "QCDFlat" )
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removeSamplesAcc.append( "Data" )
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### currently: All the same
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removeSamplesEff = removeSamplesAcc
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removeSamplesRT = removeSamplesAcc
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removeSamplesMT = removeSamplesAcc
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addSample = []
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#addSample.append( "WWJets" )
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dirAcc = ""
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dirEff = ""
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dirRT = ""
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dir = ""
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#rebin = 4
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rebinDict = {}
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rebinDict[ "MHTMHT" ] = 4
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rebinDict[ "MHTGen" ] = 4
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rebinDict[ "MHTUnscaledGen" ] = 4
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rebinDict[ "HTHT" ] = 4
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rebinDict[ "HTGen" ] = 4
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rebinDict[ "HTUnscaledGen" ] = 4
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rebinDict[ "Tau1PtGenUnscaled" ] = 2
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rebinDict[ "Tau1PtGen" ] = 2
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rebinDict[ "TauSelectionTau1Pt" ] = 2
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if Type == "Pre":
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#dirAcc = "MuonAnalyzerPre/"
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##dirAcc = "finalPlotMuonTauPrePrompt/"
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dirAcc = "MuonAnalyzerPre/"
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dirEff = "EffRatePre/"
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dir = "MuonTemplateAnalyzerGen/"
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dirRT = "finalPlotTauPreSelectionGen/"
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pass
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elif Type == "Full":
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dirAcc = "MuonAnalyzer/"
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dirEff = "EffRate/"
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dirRT = "finalPlotTauGen/"
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dir = "MuonTemplateAnalyzer/"
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rebin = 5
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pass
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accReadIn = RT.ReadIn( fileDir, fileName )
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accReadIn.removeSamples( removeSamplesAcc )
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accReadIn.addSamples( addSample )
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accReadIn.removeHists( [ "MHT" ] )
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accReadIn.addHists( [ "MuonPt", "MuonPtPrompt", "MuonPtPromptNotFromTau",
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"GenMuonPt", "GenMuonPtMatched" ] )
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accReadIn.dontScale()
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histDictAcc = accReadIn.getHists( dirAcc )
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histDictAccOneBin = {}
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for hist in accReadIn.histList:
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OBH = RT.OneBinHist( histDictAcc[ hist ] )
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histDictAccOneBin[ hist ] = OBH.getOneBinHists()
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pass
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#muonReco = {}
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#muonPrompt = {}
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#muonNoTau = {}
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#print "--------- reco/iso/prompt/notFromTau eff---------"
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#for sample in accReadIn.sampleList:
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# muonReco[ sample ] = RT.Eff( histDictAccOneBin[ "GenMuonPtMatched" ][ sample ].GetBinContent( 1 ),
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# histDictAccOneBin[ "GenMuonPt" ][ sample ].GetBinContent( 1 ) )
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# muonPrompt[ sample ] = RT.Eff( histDictAccOneBin[ "MuonPtPrompt" ][ sample ].GetBinContent( 1 ),
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# histDictAccOneBin[ "MuonPt" ][ sample ].GetBinContent( 1 ) )
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# muonNoTau[ sample ] = RT.Eff( histDictAccOneBin[ "MuonPtPromptNotFromTau" ][ sample ].GetBinContent( 1 ),
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# histDictAccOneBin[ "MuonPtPrompt" ][ sample ].GetBinContent( 1 ) )
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# print sample, " :", " reco eff=", round( muonReco[ sample ].eff, 2 ), \
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# " +", round( muonReco[ sample ].errUp,2 ), " -", round( muonReco[ sample ].errDwn,2 ), \
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# " | prob prompt=", round( muonPrompt[ sample ].eff, 2 ), \
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# " +", round( muonPrompt[ sample ].errUp,2 ), " -", round( muonPrompt[ sample ].errDwn,2 ), \
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# " | prob no tau=", round( muonNoTau[ sample ].eff, 2 ), \
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# " +", round( muonNoTau[ sample ].errUp,2 ), " -", round( muonNoTau[ sample ].errDwn,2 )
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# pass
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#accReadIn = RT.ReadIn( fileDir, fileName )
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#accReadIn.removeSamples( removeSamplesAcc )
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#accReadIn.addSamples( addSample )
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#accReadIn.removeHists( [ "MHT" ] )
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#accReadIn.addHists( [ "MHTMuonTauNumberOfPassed_n1",
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# "MHTMuonTauNumberOfPassedGen_n1",
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# "MHTMuonTauNumberOfPassedGenFromTau_n1" ] )
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#accReadIn.dontScale()
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#histDictAcc = accReadIn.getHists( dirAcc )
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#muonAcc = {}
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#print
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#print "----- acceptance ------"
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#for sample in accReadIn.sampleList:
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# passedBin = histDictAcc[ "MHTMuonTauNumberOfPassed_n1" ][ sample ].FindBin( 1. )
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# muonAcc[ sample ] = RT.Eff( histDictAcc[ "MHTMuonTauNumberOfPassed_n1" ][ sample ].GetBinContent( passedBin ),
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# histDictAcc[ "MHTMuonTauNumberOfPassedGen_n1" ][ sample ].GetBinContent( passedBin ) )
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# print sample, ": reco=", int( muonAcc[ sample ].upper ) ,\
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# " gen=", int( muonAcc[ sample ].lower ), " acc=", round( muonAcc[ sample ].eff, 2 ),\
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# " + ", round( muonAcc[ sample ].errUp, 2 ), " - ", round( muonAcc[ sample ].errDwn, 2 )
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# pass
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#print
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#print "WARNING! setting reco, prompt, notau to 1!"
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#for key in muonReco.keys():
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# muonReco[ key ].eff = 1.
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# muonReco[ key ].errUp = 0.
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# muonReco[ key ].errDwn = 0.
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# muonPrompt[ key ].eff = 1.
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# muonPrompt[ key ].errUp = 0.
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# muonPrompt[ key ].errDwn = 0.
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# muonNoTau[ key ].eff = 1.
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# muonNoTau[ key ].errUp = 0.
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# muonNoTau[ key ].errDwn = 0.
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# pass
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#print
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#print
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#pass
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#muonFromTau = {}
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#print
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#print "----- muons from tau ------"
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#for sample in accReadIn.sampleList:
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# passedBin = histDictAcc[ "MHTMuonTauNumberOfPassedGen_n1" ][ sample ].FindBin( 1. )
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# muonFromTau[ sample ] = RT.Eff( histDictAcc[ "MHTMuonTauNumberOfPassedGenFromTau_n1" ][ sample ].\
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# GetBinContent( passedBin ),
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# histDictAcc[ "MHTMuonTauNumberOfPassedGen_n1" ][ sample ].\
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# GetBinContent( passedBin ) )
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# print sample, ": from tau=", int( muonFromTau[ sample ].upper ) ,\
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# " all=", int( muonFromTau[ sample ].lower ), " frac=", round( muonFromTau[ sample ].eff, 2 ),\
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# " + ", round( muonFromTau[ sample ].errUp, 2 ), " - ", round( muonFromTau[ sample ].errDwn, 2 )
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# pass
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#print
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#effReadIn = RT.ReadIn( fileDir, fileName )
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#effReadIn.removeSamples( removeSamplesEff )
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#effReadIn.addSamples( addSample )
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#effReadIn.removeHists( [ "MHT" ] )
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#effReadIn.addHists( [ "TauPt", "GenPt" ] )
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#effReadIn.dontScale()
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#histDictEff = effReadIn.getHists( dirEff )
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tauEff = {}
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#print
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#print "----- efficiency ------"
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for sample in accReadIn.sampleList:
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tauEff[ sample ] = RT.Eff( 1.,1. )
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# tauEff[ sample ] = RT.Eff( histDictEff[ "TauPt" ][ sample ].Integral(),
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# histDictEff[ "GenPt" ][ sample ].Integral() )
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# print sample, ": reco=", int( tauEff[ sample ].upper ) ,\
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# " gen=", int( tauEff[ sample ].lower ), " eff=", round( tauEff[ sample ].eff, 2 ),\
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# " + ", round( tauEff[ sample ].errUp, 2 ), " - ", round( tauEff[ sample ].errDwn, 2 )
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# pass
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#print
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#if useDataEff:
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# print "Using reco eff from data: 50% +- 24%"
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# for key in tauEff.keys():
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# tauEff[ key ].eff = 0.5
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# tauEff[ key ].errUp = 0.24
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# tauEff[ key ].errDwn = 0.24
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# pass
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# print
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# print
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# pass
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for key in tauEff.keys():
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tauEff[ key ].eff = 1.
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tauEff[ key ].errUp = 0.
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tauEff[ key ].errDwn = 0.
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pass
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realTausReadIn = RT.ReadIn( fileDir, fileName, rebinDict=rebinDict )
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realTausReadIn.removeSamples( removeSamplesRT )
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realTausReadIn.addSamples( addSample )
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realTausReadIn.removeHists( [ "MHT" ] )
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realTausReadIn.addHists( [ "MHTMHT" ] )
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realTausReadIn.addHists( [ "HTHT" ] )
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realTausReadIn.addHists( [ "TauSelectionTau1Pt" ] )
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histDictRT = realTausReadIn.getHists( dirRT )
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realTausReadInUnscaled = RT.ReadIn( fileDir, fileName, rebinDict=rebinDict )
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realTausReadInUnscaled.removeSamples( removeSamplesRT )
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realTausReadInUnscaled.addSamples( addSample )
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realTausReadInUnscaled.removeHists( [ "MHT" ] )
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realTausReadInUnscaled.addHists( [ "MHTMHT" ] )
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realTausReadInUnscaled.addHists( [ "HTHT" ] )
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realTausReadInUnscaled.addHists( [ "TauSelectionTau1Pt" ] )
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realTausReadInUnscaled.dontScale()
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histDictRTUnscaled = realTausReadInUnscaled.getHists( dirRT )
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errsRTDict = {}
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errsBinRTDict = {}
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for hist in realTausReadInUnscaled.histList:
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errsRT = RT.StackErr( histDictRT[ hist ], histDictRTUnscaled[ hist ] )
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errsRTDict[ hist ], errsBinRTDict[ hist ] = errsRT.getStackErr()
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pass
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for hist in realTausReadIn.histList:
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addup = RT.AddUp( histDictRT[ hist ] )
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histDictRT[ hist ][ "All" ] = addup.add()
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pass
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print
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print "----- real taus -----"
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for hist in [ "MHTMHT" ]:
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print hist
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for sample in realTausReadIn.sampleList:
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print sample, ": nEvts=", round( histDictRT[ hist ][ sample ].Integral(), 2 ), " +- ",\
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round( errsRTDict[ hist ][ sample ], 2 )
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pass
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print "======="
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print "All: nEvts=", round( histDictRT[ hist ][ "All" ].Integral(), 2 ), " +- ",\
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round( errsRTDict[ hist ][ "All" ], 2 )
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pass
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print
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#print "Number of events used (scaled)=", histDictRT[ "MHTMHT" ][ "All" ]
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#print "nEvents in tau sample at L=", round(lumi, 0)
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#for sample in realTausReadInUnscaled.sampleList:
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# print "\t", sample, " : ", histDictRT[ "MHTMHT" ][ sample ].Integral()
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# pass
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#print
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print "nEvents (MC) in tau sample"
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for sample in realTausReadInUnscaled.sampleList:
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print "\t", sample, " : ", histDictRTUnscaled[ "MHTMHT" ][ sample ].Integral(),\
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" +- ", round( math.sqrt( histDictRTUnscaled[ "MHTMHT" ][ sample ].Integral() ), 2 )
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pass
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print
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| 272 |
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muonTausReadIn = RT.ReadIn( fileDir, fileName, rebinDict=rebinDict )
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muonTausReadIn.removeSamples( removeSamplesMT )
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muonTausReadIn.addSamples( addSample )
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| 275 |
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muonTausReadIn.removeHists( [ "MHT" ] )
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| 276 |
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muonTausReadIn.addHists( [ "MHTGen" ] )
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| 277 |
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muonTausReadIn.addHists( [ "HTGen" ] )
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| 278 |
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muonTausReadIn.addHists( [ "Tau1PtGen" ] )
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| 279 |
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#muonTausReadIn.addHists( [ "MHT" ] )
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| 280 |
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#muonTausReadIn.addHists( [ "HT" ] )
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| 281 |
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#muonTausReadIn.addHists( [ "Tau1Pt" ] )
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| 282 |
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histDictMT = muonTausReadIn.getHists( dir )
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| 283 |
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#allHistMT = {}
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| 284 |
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#for hist in muonTausReadIn.histList:
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| 285 |
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# addup = RT.AddUp( histDictMT[ hist ] )
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| 286 |
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# #histDictMT[ hist ][ "All" ] = addup.add()
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| 287 |
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# allHistMT[ hist ] = addup.add()
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| 288 |
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# pass
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| 289 |
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| 290 |
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muonTausReadInUnscaled = RT.ReadIn( fileDir, fileName, rebinDict=rebinDict )
|
| 291 |
|
|
muonTausReadInUnscaled.removeSamples( removeSamplesMT )
|
| 292 |
|
|
muonTausReadInUnscaled.addSamples( addSample )
|
| 293 |
|
|
muonTausReadInUnscaled.removeHists( [ "MHT" ] )
|
| 294 |
|
|
muonTausReadInUnscaled.addHists( [ "MHTUnscaledGen" ] )
|
| 295 |
|
|
muonTausReadInUnscaled.addHists( [ "HTUnscaledGen" ] )
|
| 296 |
|
|
muonTausReadInUnscaled.addHists( [ "Tau1PtGenUnscaled" ] )
|
| 297 |
|
|
#muonTausReadInUnscaled.addHists( [ "MHTUnscaled" ] )
|
| 298 |
|
|
#muonTausReadInUnscaled.addHists( [ "HTUnscaled" ] )
|
| 299 |
|
|
#muonTausReadInUnscaled.addHists( [ "Tau1PtUnscaled" ] )
|
| 300 |
|
|
muonTausReadInUnscaled.dontScale()
|
| 301 |
|
|
histDictMTUnscaled = muonTausReadInUnscaled.getHists( dir )
|
| 302 |
|
|
|
| 303 |
|
|
|
| 304 |
|
|
|
| 305 |
|
|
#pred = RT.RealTauPred( histDictMT, acc=muonAcc, eff=tauEff )
|
| 306 |
|
|
pred = RT.RealTauPred( histDictMT, reco={}, prompt={}, notau={}, eff={} )
|
| 307 |
|
|
predHistDict = pred.predHistDict
|
| 308 |
|
|
allHistMT = {}
|
| 309 |
|
|
for hist in predHistDict.keys():
|
| 310 |
|
|
addup = RT.AddUp( predHistDict[ hist ] )
|
| 311 |
|
|
allHistMT[ hist ] = addup.add()
|
| 312 |
|
|
pass
|
| 313 |
|
|
|
| 314 |
|
|
#allHistMT[ "MHTGen" ].Rebin( rebin )
|
| 315 |
|
|
#histDictRT[ "MHTMHT" ][ "All" ].Rebin( rebin )
|
| 316 |
|
|
##errHistUpDict[ "MHTGen" ][ "All" ].Rebin( rebin )
|
| 317 |
|
|
##errHistDwnDict[ "MHTGen" ][ "All" ].Rebin( rebin )
|
| 318 |
|
|
|
| 319 |
|
|
|
| 320 |
|
|
errsMTDict = {}
|
| 321 |
|
|
errsMTDictBin = {}
|
| 322 |
|
|
for hist in muonTausReadInUnscaled.histList:
|
| 323 |
|
|
nameScaled = "".join( hist.split( "Unscaled" ) )
|
| 324 |
|
|
errsMT = RT.StackErr( histDictMT[ nameScaled ], histDictMTUnscaled[ hist ] )
|
| 325 |
|
|
errsMTDict[ nameScaled ], errsMTDictBin[ nameScaled ] = errsMT.getStackErr()
|
| 326 |
|
|
pass
|
| 327 |
|
|
|
| 328 |
|
|
print "nEvents in muon sample at L=", round( muonTausReadIn.lumi, 0 )
|
| 329 |
|
|
for sample in realTausReadInUnscaled.sampleList:
|
| 330 |
|
|
print "\t", sample, " : ", round( histDictMT[ "MHTGen" ][ sample ].Integral() ,2 ),\
|
| 331 |
|
|
" +- ", round( math.sqrt( errsMTDict[ "MHTGen" ][ sample ] ),2 )
|
| 332 |
|
|
pass
|
| 333 |
|
|
print
|
| 334 |
|
|
print "nEvents (MC) in muon sample"
|
| 335 |
|
|
for sample in realTausReadInUnscaled.sampleList:
|
| 336 |
|
|
print "\t", sample, " : ", round( histDictMTUnscaled[ "MHTUnscaledGen" ][ sample ].Integral() , 2 ),\
|
| 337 |
|
|
" +- ", round( math.sqrt( histDictMTUnscaled[ "MHTUnscaledGen" ][ sample ].Integral() ), 2 )
|
| 338 |
|
|
pass
|
| 339 |
|
|
print
|
| 340 |
|
|
|
| 341 |
|
|
|
| 342 |
|
|
|
| 343 |
|
|
errHistUpDict = {}
|
| 344 |
|
|
errHistDwnDict = {}
|
| 345 |
|
|
for hist in allHistMT.keys():
|
| 346 |
|
|
ErrHists = RT.StatErrorHists( allHistMT[ hist ],errsMTDictBin[ hist ] ,colorUp=ROOT.kCyan+2, colorDwn = mcColor )
|
| 347 |
|
|
errHistUpDict[ hist ], errHistDwnDict[ hist ] = ErrHists.getErrHists( histname = hist )
|
| 348 |
|
|
|
| 349 |
|
|
|
| 350 |
|
|
print
|
| 351 |
|
|
print "----- prediction -----"
|
| 352 |
|
|
#for hist in [ "MHT" ]:
|
| 353 |
|
|
for hist in [ "MHTGen" ]:
|
| 354 |
|
|
print hist
|
| 355 |
|
|
for sample in muonTausReadIn.sampleList:
|
| 356 |
|
|
print sample, " pred=", round( pred.predDict[ hist ][ sample ], 2 ), \
|
| 357 |
|
|
" +- ", round( errsMTDict[ hist ][ sample ], 2 )
|
| 358 |
|
|
#" +", round( pred.errUpDict[ hist ][ sample ],2 ), "(acc/eff) -", \
|
| 359 |
|
|
#round( pred.errDwnDict[ hist ][ sample ],2 ), "(acc/eff)"
|
| 360 |
|
|
pass
|
| 361 |
|
|
print "======"
|
| 362 |
|
|
print "All pred=", round( pred.predDict[ hist ][ "All" ], 2 ), \
|
| 363 |
|
|
" +- ", round( errsMTDict[ hist ][ "All" ], 2 )
|
| 364 |
|
|
#" +", round( pred.errUpDict[ hist ][ "All" ],2 ), "(acc/eff) -", \
|
| 365 |
|
|
#round( pred.errDwnDict[ hist ][ "All" ],2 ), "(acc/eff)"
|
| 366 |
|
|
pass
|
| 367 |
|
|
|
| 368 |
|
|
if draw:
|
| 369 |
|
|
|
| 370 |
|
|
cDict = {}
|
| 371 |
|
|
legDict = {}
|
| 372 |
|
|
ratioDict = {}
|
| 373 |
|
|
|
| 374 |
|
|
cDict[ "MHT" ] = ROOT.TCanvas( "MHT" , "MHT" )
|
| 375 |
|
|
cDict[ "MHT" ].cd()
|
| 376 |
|
|
#allHistMT[ "MHTMuonTauMHTMuonTau" ].UseCurrentStyle()
|
| 377 |
|
|
allHistMT[ "MHTGen" ].UseCurrentStyle()
|
| 378 |
|
|
#allHistMT[ "MHT" ].UseCurrentStyle()
|
| 379 |
|
|
histDictRT[ "MHTMHT" ][ "All" ].UseCurrentStyle()
|
| 380 |
|
|
#allHistMT[ "MHTMuonTauMHTMuonTau" ].Rebin( rebin )
|
| 381 |
|
|
|
| 382 |
|
|
|
| 383 |
|
|
#errDictBin = {}
|
| 384 |
|
|
#r = 1
|
| 385 |
|
|
#binList = errsMTDictBin[ "MHTGen" ][ "All" ].keys()
|
| 386 |
|
|
#binList.sort()
|
| 387 |
|
|
#counter = 1
|
| 388 |
|
|
#for i in binList:
|
| 389 |
|
|
# if r == 1:
|
| 390 |
|
|
# errDictBin[ counter ] = errsMTDictBin[ "MHTGen" ][ "All" ][ i ]
|
| 391 |
|
|
# counter = counter + 1
|
| 392 |
|
|
# pass
|
| 393 |
|
|
# r = r + 1
|
| 394 |
|
|
# if r == rebin + 1:
|
| 395 |
|
|
# r = 1
|
| 396 |
|
|
# pass
|
| 397 |
|
|
# pass
|
| 398 |
|
|
|
| 399 |
|
|
#Style.setHistStyle( allHistMT[ "MHT" ],
|
| 400 |
|
|
# status="BG",
|
| 401 |
|
|
# color=8,
|
| 402 |
|
|
# xTitle="MHT [GeV]", yTitle="events" )
|
| 403 |
|
|
Style.setHistStyle( allHistMT[ "MHTGen" ],
|
| 404 |
|
|
status="BG",
|
| 405 |
|
|
color=mcColor,
|
| 406 |
|
|
xTitle="MHT [GeV]", yTitle="events" )
|
| 407 |
|
|
Style.setHistStyle( histDictRT[ "MHTMHT" ][ "All" ],
|
| 408 |
|
|
status="Data",
|
| 409 |
|
|
color=1,
|
| 410 |
|
|
xTitle="MHT [GeV]", yTitle="events" )
|
| 411 |
|
|
#allHistMT[ "MHTMuonTauMHTMuonTau" ].Draw( "hist" )
|
| 412 |
|
|
allHistMT[ "MHTGen" ].Draw( "hist" )
|
| 413 |
|
|
#allHistMT[ "MHT" ].Draw( "hist" )
|
| 414 |
|
|
errHistUpDict[ "MHTGen" ][ "All" ].Draw( "same" )
|
| 415 |
|
|
errHistDwnDict[ "MHTGen" ][ "All" ].Draw( "same" )
|
| 416 |
|
|
histDictRT[ "MHTMHT" ][ "All" ].Draw( "same" )
|
| 417 |
|
|
|
| 418 |
|
|
errHistUpDict[ "MHTGen" ][ "All" ].Draw( "axissame" )
|
| 419 |
|
|
|
| 420 |
|
|
if logY:
|
| 421 |
|
|
allHistMT[ "MHTGen" ].SetMinimum( 6 * 10**-2 )
|
| 422 |
|
|
#allHistMT[ "HT" ].SetMinimum( 10**-3 )
|
| 423 |
|
|
histDictRT[ "MHTMHT" ][ "All" ].SetMinimum( 6 * 10**-2 )
|
| 424 |
|
|
pass
|
| 425 |
|
|
|
| 426 |
|
|
if logY:
|
| 427 |
|
|
ROOT.gPad.SetLogy()
|
| 428 |
|
|
pass
|
| 429 |
|
|
|
| 430 |
|
|
#legDict[ "MHT" ] = Style.makeLegendSimple( [ allHistMT[ "MHT" ],
|
| 431 |
|
|
# histDictRT[ "MHTMHT" ][ "All" ] ],
|
| 432 |
|
|
# [ "predicted tau", "true tau (MC)" ],
|
| 433 |
|
|
# statusDict={ "predicted tau" : "BG",
|
| 434 |
|
|
# "true tau (MC)" : "Data"})
|
| 435 |
|
|
legDict[ "MHT" ] = Style.makeLegendSimple( [ histDictRT[ "MHTMHT" ][ "All" ],
|
| 436 |
|
|
allHistMT[ "MHTGen" ],
|
| 437 |
|
|
errHistUpDict[ "MHTGen" ][ "All" ], ],
|
| 438 |
|
|
[ "true tau (MC)", "predicted tau", "stat err" ],
|
| 439 |
|
|
statusDict={ "predicted tau" : "BG",
|
| 440 |
|
|
"true tau (MC)" : "Data",
|
| 441 |
|
|
"stat err" : "BG"})
|
| 442 |
|
|
|
| 443 |
|
|
|
| 444 |
|
|
legDict[ "MHT" ].Draw( "same" )
|
| 445 |
|
|
|
| 446 |
|
|
#ratioDict[ "MHT" ] = RT.Ratio( histDictRT[ "MHTMHT" ][ "All" ],
|
| 447 |
|
|
# allHistMT[ "MHT" ])
|
| 448 |
|
|
|
| 449 |
|
|
ratioDict[ "MHT" ] = RT.Ratio( histDictRT[ "MHTMHT" ][ "All" ],
|
| 450 |
|
|
allHistMT[ "MHTGen" ],
|
| 451 |
|
|
mcHistErrDict=errsMTDictBin[ "MHTGen" ][ "All" ] )
|
| 452 |
|
|
ratioDict[ "MHT" ].drawRatio( ROOT.gPad )
|
| 453 |
|
|
|
| 454 |
|
|
|
| 455 |
|
|
#print errsMTDictBin[ "MHTGen" ][ "All" ]
|
| 456 |
|
|
|
| 457 |
|
|
|
| 458 |
|
|
cDict[ "HT" ] = ROOT.TCanvas( "HT" , "HT" )
|
| 459 |
|
|
cDict[ "HT" ].cd()
|
| 460 |
|
|
#allHistMT[ "HT" ].UseCurrentStyle()
|
| 461 |
|
|
allHistMT[ "HTGen" ].UseCurrentStyle()
|
| 462 |
|
|
histDictRT[ "HTHT" ][ "All" ].UseCurrentStyle()
|
| 463 |
|
|
#allHistMT[ "HTGen" ].Rebin( rebin )
|
| 464 |
|
|
##allHistMT[ "HT" ].Rebin( rebin )
|
| 465 |
|
|
#histDictRT[ "HTHT" ][ "All" ].Rebin( rebin )
|
| 466 |
|
|
#errHistUpDict[ "HTGen" ][ "All" ].Rebin( rebin )
|
| 467 |
|
|
#errHistDwnDict[ "HTGen" ][ "All" ].Rebin( rebin )
|
| 468 |
|
|
allHistMT[ "HTGen" ].SetMinimum( 0.01 )
|
| 469 |
|
|
#allHistMT[ "HT" ].SetMinimum( 0.01 )
|
| 470 |
|
|
histDictRT[ "HTHT" ][ "All" ].SetMinimum( 0.01 )
|
| 471 |
|
|
allHistMT[ "HTGen" ].GetXaxis().SetRangeUser( 0.,4000. )
|
| 472 |
|
|
#allHistMT[ "HT" ].GetXaxis().SetRangeUser( 0.,4000. )
|
| 473 |
|
|
histDictRT[ "HTHT" ][ "All" ].GetXaxis().SetRangeUser( 0.,4000. )
|
| 474 |
|
|
if logY:
|
| 475 |
|
|
allHistMT[ "HTGen" ].SetMinimum( 6 * 10**-2 )
|
| 476 |
|
|
#allHistMT[ "HT" ].SetMinimum( 10**-3 )
|
| 477 |
|
|
histDictRT[ "HTHT" ][ "All" ].SetMinimum( 6 * 10**-2 )
|
| 478 |
|
|
pass
|
| 479 |
|
|
Style.setHistStyle( allHistMT[ "HTGen" ],
|
| 480 |
|
|
status="BG",
|
| 481 |
|
|
color=mcColor,
|
| 482 |
|
|
xTitle="HT [GeV]", yTitle="events" )
|
| 483 |
|
|
#Style.setHistStyle( allHistMT[ "HT" ],
|
| 484 |
|
|
# status="BG",
|
| 485 |
|
|
# color=8,
|
| 486 |
|
|
# xTitle="HT [GeV]", yTitle="events" )
|
| 487 |
|
|
Style.setHistStyle( histDictRT[ "HTHT" ][ "All" ],
|
| 488 |
|
|
status="Data",
|
| 489 |
|
|
color=1,
|
| 490 |
|
|
xTitle="HT [GeV]", yTitle="events" )
|
| 491 |
|
|
allHistMT[ "HTGen" ].Draw( "hist" )
|
| 492 |
|
|
#allHistMT[ "HT" ].Draw( "hist" )
|
| 493 |
|
|
errHistUpDict[ "HTGen" ][ "All" ].Draw( "same" )
|
| 494 |
|
|
errHistDwnDict[ "HTGen" ][ "All" ].Draw( "same" )
|
| 495 |
|
|
histDictRT[ "HTHT" ][ "All" ].Draw( "same" )
|
| 496 |
|
|
|
| 497 |
|
|
allHistMT[ "HTGen" ].Draw( "axissame" )
|
| 498 |
|
|
|
| 499 |
|
|
if logY:
|
| 500 |
|
|
ROOT.gPad.SetLogy()
|
| 501 |
|
|
pass
|
| 502 |
|
|
legDict[ "HT" ] = Style.makeLegendSimple( [ histDictRT[ "HTHT" ][ "All" ],
|
| 503 |
|
|
allHistMT[ "HTGen" ],
|
| 504 |
|
|
errHistUpDict[ "HTGen" ][ "All" ] ],
|
| 505 |
|
|
[ "true tau (MC)","predicted tau", "stat err" ],
|
| 506 |
|
|
statusDict={ "predicted tau" : "BG",
|
| 507 |
|
|
"true tau (MC)" : "Data",
|
| 508 |
|
|
"stat err" : "BG"})
|
| 509 |
|
|
#legDict[ "HT" ] = Style.makeLegendSimple( [ allHistMT[ "HT" ],
|
| 510 |
|
|
# histDictRT[ "HTHT" ][ "All" ] ],
|
| 511 |
|
|
# [ "predicted tau", "true tau (MC)" ],
|
| 512 |
|
|
# statusDict={ "predicted tau" : "BG",
|
| 513 |
|
|
# "true tau (MC)" : "Data"})
|
| 514 |
|
|
legDict[ "HT" ].Draw( "same" )
|
| 515 |
|
|
|
| 516 |
|
|
ratioDict[ "HT" ] = RT.Ratio( histDictRT[ "HTHT" ][ "All" ],
|
| 517 |
|
|
allHistMT[ "HTGen" ],
|
| 518 |
|
|
mcHistErrDict=errsMTDictBin[ "HTGen" ][ "All" ])
|
| 519 |
|
|
#ratioDict[ "HT" ] = RT.Ratio( histDictRT[ "HTHT" ][ "All" ],
|
| 520 |
|
|
# allHistMT[ "HT" ])
|
| 521 |
|
|
ratioDict[ "HT" ].drawRatio( ROOT.gPad )
|
| 522 |
|
|
|
| 523 |
|
|
|
| 524 |
|
|
cDict[ "Tau1Pt" ] = ROOT.TCanvas( "Tau1Pt" , "Tau1Pt" )
|
| 525 |
|
|
cDict[ "Tau1Pt" ].cd()
|
| 526 |
|
|
allHistMT[ "Tau1PtGen" ].UseCurrentStyle()
|
| 527 |
|
|
#allHistMT[ "Tau1Pt" ].UseCurrentStyle()
|
| 528 |
|
|
histDictRT[ "TauSelectionTau1Pt" ][ "All" ].UseCurrentStyle()
|
| 529 |
|
|
#allHistMT[ "MHTMuonTauTau1PtMuonTau" ].Rebin( 2 )
|
| 530 |
|
|
#allHistMT[ "Tau1PtGen" ].Rebin( 2 )
|
| 531 |
|
|
##allHistMT[ "Tau1Pt" ].Rebin( 2 )
|
| 532 |
|
|
#histDictRT[ "TauSelectionTau1Pt" ][ "All" ].Rebin( 2 )
|
| 533 |
|
|
#errHistUpDict[ "Tau1PtGen" ][ "All" ].Rebin( 2 )
|
| 534 |
|
|
#errHistDwnDict[ "Tau1PtGen" ][ "All" ].Rebin( 2 )
|
| 535 |
|
|
allHistMT[ "Tau1PtGen" ].GetXaxis().SetRangeUser( 0, 1000. )
|
| 536 |
|
|
#allHistMT[ "Tau1Pt" ].GetXaxis().SetRangeUser( 0, 1000. )
|
| 537 |
|
|
#allHistMT[ "MHTMuonTauTau1PtMuonTau" ].GetXaxis().SetRangeUser( 0, 1000. )
|
| 538 |
|
|
histDictRT[ "TauSelectionTau1Pt" ][ "All" ].GetXaxis().SetRangeUser( 0, 1000. )
|
| 539 |
|
|
#Style.setHistStyle( allHistMT[ "Tau1Pt" ],
|
| 540 |
|
|
# status="BG",
|
| 541 |
|
|
# color=8,
|
| 542 |
|
|
# xTitle="Tau1 P_{T} [GeV]", yTitle="events" )
|
| 543 |
|
|
Style.setHistStyle( allHistMT[ "Tau1PtGen" ],
|
| 544 |
|
|
status="BG",
|
| 545 |
|
|
color=mcColor,
|
| 546 |
|
|
xTitle="Tau1 P_{T} [GeV]", yTitle="events" )
|
| 547 |
|
|
Style.setHistStyle( histDictRT[ "TauSelectionTau1Pt" ][ "All" ],
|
| 548 |
|
|
status="Data",
|
| 549 |
|
|
color=1,
|
| 550 |
|
|
xTitle="Tau1 P_{T} [GeV]", yTitle="events" )
|
| 551 |
|
|
#allHistMT[ "MHTMuonTauTau1PtMuonTau" ].Draw( "hist" )
|
| 552 |
|
|
allHistMT[ "Tau1PtGen" ].Draw( "hist" )
|
| 553 |
|
|
#allHistMT[ "Tau1Pt" ].Draw( "hist" )
|
| 554 |
|
|
errHistUpDict[ "Tau1PtGen" ][ "All" ].Draw( "same" )
|
| 555 |
|
|
errHistDwnDict[ "Tau1PtGen" ][ "All" ].Draw( "same" )
|
| 556 |
|
|
histDictRT[ "TauSelectionTau1Pt" ][ "All" ].Draw( "same" )
|
| 557 |
|
|
|
| 558 |
|
|
allHistMT[ "Tau1PtGen" ].Draw( "axissame" )
|
| 559 |
|
|
|
| 560 |
|
|
if logY:
|
| 561 |
|
|
ROOT.gPad.SetLogy()
|
| 562 |
|
|
pass
|
| 563 |
|
|
|
| 564 |
|
|
#legDict[ "Tau1Pt" ] = Style.makeLegendSimple( [ allHistMT[ "Tau1Pt" ],
|
| 565 |
|
|
# histDictRT[ "TauSelectionTau1Pt" ][ "All" ] ],
|
| 566 |
|
|
# [ "predicted tau", "true tau (MC)" ],
|
| 567 |
|
|
# statusDict={ "predicted tau" : "BG",
|
| 568 |
|
|
# "true tau (MC)" : "Data"})
|
| 569 |
|
|
|
| 570 |
|
|
legDict[ "Tau1Pt" ] = Style.makeLegendSimple( [ histDictRT[ "TauSelectionTau1Pt" ][ "All" ],
|
| 571 |
|
|
allHistMT[ "Tau1PtGen" ],
|
| 572 |
|
|
errHistUpDict[ "Tau1PtGen" ][ "All" ] ],
|
| 573 |
|
|
[ "true tau (MC)", "predicted tau", "stat err" ],
|
| 574 |
|
|
statusDict={ "predicted tau" : "BG",
|
| 575 |
|
|
"stat err" : "BG",
|
| 576 |
|
|
"true tau (MC)" : "Data"})
|
| 577 |
|
|
legDict[ "Tau1Pt" ].Draw( "same" )
|
| 578 |
|
|
|
| 579 |
|
|
#ratioDict[ "Tau1Pt" ] = RT.Ratio( histDictRT[ "TauSelectionTau1Pt" ][ "All" ],
|
| 580 |
|
|
# allHistMT[ "Tau1Pt" ])
|
| 581 |
|
|
ratioDict[ "Tau1Pt" ] = RT.Ratio( histDictRT[ "TauSelectionTau1Pt" ][ "All" ],
|
| 582 |
|
|
allHistMT[ "Tau1PtGen" ],
|
| 583 |
|
|
mcHistErrDict=errsMTDictBin[ "Tau1PtGen" ][ "All" ])
|
| 584 |
|
|
ratioDict[ "Tau1Pt" ].drawRatio( ROOT.gPad )
|
| 585 |
|
|
|
| 586 |
|
|
|
| 587 |
|
|
if saveToPS:
|
| 588 |
|
|
Style.saveToPS( saveName, cDict )
|
| 589 |
|
|
pass
|
| 590 |
|
|
if saveToEPS:
|
| 591 |
|
|
Style.saveToEPS( saveName, cDict )
|
| 592 |
|
|
pass
|
| 593 |
|
|
pass
|
| 594 |
|
|
|
| 595 |
|
|
|
| 596 |
|
|
Def.DontQuit()
|
