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nowak |
1.1 |
import ROOT
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import sys, re
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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 FakeHelper as FH
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from array import array
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if __name__ == "__main__":
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smooth = False
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doDynamicRebin = True
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dynamicRebin = 4
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sampleList = []
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#sampleList.append( "ZJets" )
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sampleList.append( "WJets" )
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sampleList.append( "TTbar" )
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#sampleList.append( "QCDFlat" )
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#sampleList.append( "Data" )
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#sampleList.append( "Zinv" )
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#sampleList.append( "WZJets" )
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fileDict = {}
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#fileDict[ "WJets" ] = "/scratch/hh/lustre/cms/user/nowaf/2011Data/VersionII/Plots/WJets_full_ii/WJets_full_ii.root"
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#fileDict[ "QCDFlat" ] = "/scratch/hh/lustre/cms/user/nowaf/2011Data/VersionII/Plots/QCDFlat_cx/QCDFlat_cx.root"
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fileDict[ "QCDFlat" ] = "/scratch/hh/lustre/cms/user/nowaf/2011Data/VersionII/Plots/QCDFlat_fakes_xxxiv/QCDFlat_fakes_xxxiv.root"
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#fileDict[ "TTbar" ] = "/scratch/hh/lustre/cms/user/nowaf/2011Data/VersionII/Plots/RealTauEst/TTbar_cxxvi.root"
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fileDict[ "TTbar" ] = "/scratch/hh/lustre/cms/user/nowaf/2011Data/VersionII/Plots/TTbar_full_ii/TTbar_full_ii.root"
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#fileDict[ "TTbar" ] = "/scratch/hh/lustre/cms/user/nowaf/2011Data/VersionII/Plots/TTbar_TauTemplates_viii/TTbar_TauTemplate_viii.root"
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fileDict[ "Data" ] = "/scratch/hh/lustre/cms/user/nowaf/2011Data/VersionII/Plots/Data_fakes_xxxiv/Data_fakes_xxxiv.root"
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fileDict[ "Zinv" ] = "/scratch/hh/lustre/cms/user/nowaf/2011Data/VersionII/Plots/Zinv_fakes/Zinv_fakes_xxii.root"
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fileDict[ "ZJets" ] = "/scratch/hh/lustre/cms/user/nowaf/2011Data/VersionII/Plots/ZJets_fakes_xxv/ZJets_fakes_xxv.root"
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#fileDict[ "WJets" ] = "/scratch/hh/lustre/cms/user/nowaf/2011Data/VersionII/Plots/WJets_fakes_xxv/WJets_fakes_xxv.root"
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fileDict[ "WZJets" ] = "/scratch/hh/lustre/cms/user/nowaf/2011Data/VersionII/Plots/WZJets_fakes_xxv/WZJets_fakes_xxv.root"
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fileDict[ "WJets" ] = "/scratch/hh/lustre/cms/user/nowaf/2011Data/VersionII/Plots/RealTauEst/WJets_clxx.root"
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fileDict[ "TTbar" ] = "/scratch/hh/lustre/cms/user/nowaf/2011Data/VersionII/Plots/RealTauEst/TTbar_clxx.root"
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#fileName = "~/UserCode/nowaf/PythonScripts/2011/VersionII/" + "WJets" + "_HPS_eff_nVertex.root"
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#fileName = "~/UserCode/nowaf/PythonScripts/2011/VersionII/" + "QCDFlat" + "_fakes_xxxiv.root"
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#fileName = "~/UserCode/nowaf/PythonScripts/2011/VersionII/" + "WJets" + "_muonAcc_noSmooth.root"
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#fileName = "~/UserCode/nowaf/PythonScripts/2011/VersionII/" + "WJets" + "_HPS_eff_GC_clxi.root"
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#fileName = "~/UserCode/nowaf/PythonScripts/2011/VersionII/" + "Data" + "_fakes_xxxiv.root"
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#fileName = "WJets_muonAcc.root"
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#fileName = "~/UserCode/nowaf/PythonScripts/2011/VersionII/" + "TTbar" + "_HPS_eff_GC_clix.root"
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#fileName = "~/UserCode/nowaf/PythonScripts/2011/VersionII/" + "TTbar" + "_muonAcc.root"
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#fileName = "~/UserCode/nowaf/PythonScripts/2011/VersionII/" + "TTbar" + "_HPS_eff_nVertex_Full.root"
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#fileName = "~/UserCode/nowaf/PythonScripts/2011/VersionII/" + "WZJets" + "_fakes.root"
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fileName = None
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isData = False
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if "Data" in sampleList:
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isData = True
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pass
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### fakes : rebin = 1, dynamicRebin = 6, startAtBinCenter = 15
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### eff : rebin = 2, dynamicRebin = 10, startAtBinCenter = 20
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rebin = 1
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#rebin = 2
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#rebin = 1
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smoo = 2
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draw = False
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#### not from tau
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drawAllDirsInOne = False
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#### efficieny others
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drawAllDirsInOneEff = False
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drawAllDirsInOneEffVertex = False
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drawEff = False
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####
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drawAllDirsInOneMHT = False
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drawAllDirsInOneHT = False
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### fakes
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drawFakes = False
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drawFakesCompare = False
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drawEffCompare = True
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#xtitle = "P_{T}^{#tau} [GeV]"
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ytitle = "#epsilon_{#tau}^{reco}"
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###title = "W+Jets simulation, H_{T}>300 GeV, #slashH_{T}>200 GeV"
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#title = "TTbar simulation, H_{T}>300 GeV, #slashH_{T}>200 GeV"
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#title = "CMS Simulation, H_{T}>300 GeV, #slashH_{T}>200 GeV"
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#title = "t#bar{t} simulation"
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#color = ROOT.kOrange + 7
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#title = "W+Jets simulation"
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#xtitle = "P_{T}^{#mu} [GeV]"
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#####ytitle = "pobability #mu not from #tau decay"
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#ytitle = "p_{#mu}^{W}"
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#title = "CMS Simulation"
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###title = "W+Jets MC, No Selection"
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#title = "t#bar{t} simulation, HT>350 GeV"
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#title = "TTbar Simulation"
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color = ROOT.kAzure + 2
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##color = ROOT.kBlue + 2
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#title = "QCD Simulation, P_{T}^{jet} < 30 GeV"
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#title = "QCD Simulation, 30 GeV < P_{T}^{jet} < 50 GeV"
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#title = "QCD Simulation, 50 GeV < P_{T}^{jet} < 100 GeV"
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#title = "QCD Simulation, 100 GeV < P_{T}^{jet}"
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#title = "QCD Simulation"
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#title = "CMS Simulation, H_{T}>350 GeV"
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#title = "QCD Simulation, H_{T}>350 GeV"
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#title = "Simulation only, H_{T}>300 GeV"
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#title = "CMS Simulation, H_{T}>300 GeV"
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#title = "CMS Simulation"
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#title = "W+Jets Simulation, H_{T}>300 GeV"
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title = "CMS Simulation, H_{T}>300 GeV"
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#xtitle = "P_{T}^{jet} [GeV]"
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#ytitle = "fake rate"
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#title = "ZJets H_{T}>350 GeV, MHT<20 GeV"
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#title = "QCD simulation, H_{T}>300 GeV"
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#title = "CMS Preliminary, H_{T}>350 GeV, #slashH_{T}<20 GeV"
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#color = ROOT.kBlack
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xtitle = "N^{G} + N^{C}"
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#xtitleAdd = " (P_{T}^{#tau}<20 GeV)"
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#xtitleAdd = " (20<P_{T}^{#tau}<40 GeV)"
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#xtitleAdd = " (40<P_{T}^{#tau}<60 GeV)"
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#xtitleAdd = " (60<P_{T}^{#tau}<80 GeV)"
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#xtitleAdd = " (80<P_{T}^{#tau}<100 GeV)"
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#xtitleAdd = " (P_{T}^{#tau}>100 GeV)"
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#xtitleAdd = " (P_{T}^{#tau}>20 GeV)"
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xtitleAdd = ""
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colorDict = {}
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colorDict[ "MuonAnalyzerNoSelection/" ] = ROOT.kBlack
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colorDict[ "MuonAnalyzerMHT50/" ] = ROOT.kBlue - 7
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colorDict[ "MuonAnalyzerMHT100/" ] = ROOT.kViolet - 6
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colorDict[ "MuonAnalyzerMHT150/" ] = ROOT.kRed
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#colorDict[ "MuonAnalyzerMHT200/" ] = ROOT.kOrange + 7
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#colorDict[ "MuonAnalyzerMHT250/" ] = ROOT.kYellow + 1
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#colorDict[ "MuonAnalyzerMHT400/" ] = ROOT.kYellow + 3
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colorDict[ "MuonAnalyzerMHT200/" ] = ROOT.kYellow + 1
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colorDict[ "MuonAnalyzerMHT250/" ] = ROOT.kYellow + 3
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colorDict[ "MuonAnalyzerMHT400/" ] = ROOT.kGreen + 1
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colorDict[ "JetTauPtJPT" ] = ROOT.kBlue - 9
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colorDict[ "JetTauPtJPTData" ] = ROOT.kBlue + 3
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colorDict[ "JetTauEtaJPT" ] = ROOT.kBlack
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colorDict[ "JetTauPtJPTeta1" ] = ROOT.kRed - 9
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colorDict[ "JetTauPtJPTeta1Data" ] = ROOT.kRed + 4
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colorDict[ "JetTauPtJPTeta2" ] = ROOT.kOrange + 6
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colorDict[ "JetTauPtJPTeta2Data" ] = ROOT.kOrange + 3
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colorDict[ "JetTauPtJPTeta25" ] = ROOT.kYellow - 5
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colorDict[ "JetTauPtJPTeta25Data" ] = ROOT.kYellow + 4
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colorDict[ "NVertexTau" ] = ROOT.kCyan - 2
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colorDict[ "NVertexTauData" ] = ROOT.kCyan + 4
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colorDict[ "JetTauEtaJPTPt20" ] = ROOT.kBlack
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colorDict[ "JetTauEtaJPTPt40" ] = ROOT.kBlue + 2
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| 154 |
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colorDict[ "JetTauEtaJPTPt60" ] = ROOT.kBlue - 6
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colorDict[ "JetTauEtaJPTPt80" ] = ROOT.kAzure + 2
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colorDict[ "JetTauEtaJPTPt100" ] = ROOT.kAzure + 10
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| 157 |
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colorDict[ "JetTauEtaJPTPt200" ] = ROOT.kCyan - 2
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| 158 |
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colorDict[ "JetTauEtaJPTPt500" ] = ROOT.kTeal - 1
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colorDict[ "JetTauEtaJPTPtInf" ] = ROOT.kTeal + 3
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colorDict[ "JetTauDist" ] = ROOT.kBlue - 9
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colorDict[ "JetTauIso" ] = ROOT.kBlue - 9
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colorDict[ "JetTauIsoRel" ] = ROOT.kBlue - 9
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colorDict[ "JetTauNCharged" ] = ROOT.kBlue - 9
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colorDict[ "JetTauNGamma" ] = ROOT.kBlue - 9
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colorDict[ "JetTauNNeutral" ] = ROOT.kBlue - 9
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colorDict[ "JetTauNCPlusG" ] = ROOT.kBlue - 9
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| 168 |
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colorDict[ "JetTauGCPt020" ] = ROOT.kBlack
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colorDict[ "JetTauGCPt2030" ] = ROOT.kViolet + 1
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colorDict[ "JetTauGCPt3050" ] = ROOT.kOrange - 5
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| 171 |
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colorDict[ "JetTauGCPt50100" ] = ROOT.kYellow - 6
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colorDict[ "JetTauGCPt100" ] = ROOT.kGreen - 6
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| 173 |
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| 174 |
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colorDict[ "EffRateHT0/" ] = ROOT.kBlack
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colorDict[ "EffRateHT50/" ] = ROOT.kRed + 2
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colorDict[ "EffRateHT100/" ] = ROOT.kRed-7
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colorDict[ "EffRateHT150/" ] = ROOT.kMagenta - 2
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| 178 |
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colorDict[ "EffRateHT200/" ] = ROOT.kViolet - 7
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| 179 |
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colorDict[ "EffRateHT250/" ] = ROOT.kViolet + 7
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| 180 |
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colorDict[ "EffRateHT300/" ] = ROOT.kBlue + 3
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| 181 |
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colorDict[ "EffRateHT350/" ] = ROOT.kBlue - 7
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| 183 |
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colorDict[ "EffRate350HT600/" ] = ROOT.kBlue - 7
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| 184 |
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colorDict[ "EffRate600HT/" ] = ROOT.kBlue + 3
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| 185 |
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colorDict[ "EffRate400HT/" ] = ROOT.kBlack
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| 186 |
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| 187 |
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colorDict[ "EffRateLowV/" ] = ROOT.kOrange + 7
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| 188 |
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colorDict[ "EffRateMidV/" ] = ROOT.kOrange + 4
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| 189 |
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colorDict[ "EffRateHighV/" ] = ROOT.kOrange + 3
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| 190 |
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| 191 |
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colorDict[ "EffRateLowVBL/" ] = ROOT.kOrange + 7
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| 192 |
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colorDict[ "EffRateMidVBL/" ] = ROOT.kOrange + 4
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| 193 |
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colorDict[ "EffRateHighVBL/" ] = ROOT.kOrange + 3
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| 194 |
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| 195 |
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colorDict[ "EffRateLowVFull/" ] = ROOT.kOrange + 7
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| 196 |
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colorDict[ "EffRateMidVFull/" ] = ROOT.kOrange + 4
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| 197 |
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colorDict[ "EffRateHighVFull/" ] = ROOT.kOrange + 3
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| 198 |
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| 199 |
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colorDict[ "JetTauPtJPTLV" ] = ROOT.kOrange + 7
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| 200 |
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colorDict[ "JetTauPtJPTMV" ] = ROOT.kOrange + 4
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| 201 |
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colorDict[ "JetTauPtJPTHV" ] = ROOT.kOrange + 3
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| 202 |
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| 203 |
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colorDict[ "FakeRateMHT20/" ] = ROOT.kBlue + 4
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| 204 |
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colorDict[ "FakeRate20MHT60/" ] = ROOT.kBlue - 6
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| 205 |
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colorDict[ "FakeRate60MHT100/" ] = ROOT.kAzure + 7
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| 206 |
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colorDict[ "FakeRate100MHT200/" ] = ROOT.kCyan + 3
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| 207 |
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colorDict[ "FakeRate200MHT400/" ] = ROOT.kCyan - 8
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| 208 |
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colorDict[ "FakeRate400MHT/" ] = ROOT.kTeal + 4
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| 209 |
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colorDict[ "FakeRateMHT20NoB/" ] = ROOT.kBlue + 4
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| 210 |
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colorDict[ "FakeRate20MHT60NoB/" ] = ROOT.kBlue - 6
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| 211 |
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colorDict[ "FakeRate60MHT100NoB/" ] = ROOT.kAzure + 7
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| 212 |
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colorDict[ "FakeRate100MHT200NoB/" ] = ROOT.kCyan + 3
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| 213 |
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colorDict[ "FakeRate200MHT400NoB/" ] = ROOT.kCyan - 8
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| 214 |
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colorDict[ "FakeRate400MHTNoB/" ] = ROOT.kTeal + 4
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| 215 |
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| 216 |
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colorDict[ "FakeRate350HT600/" ] = ROOT.kBlue + 4
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| 217 |
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colorDict[ "FakeRate600HT/" ] = ROOT.kBlue - 6
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| 218 |
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| 219 |
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colorDict[ "EffRateNoSelection/" ] = ROOT.kRed + 4
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| 220 |
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colorDict[ "EffRatePreRed/" ] = ROOT.kOrange + 7
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| 221 |
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colorDict[ "EffRatePre/" ] = ROOT.kOrange + 7
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| 222 |
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colorDict[ "EffRate/" ] = ROOT.kOrange + 3
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| 223 |
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| 224 |
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colorDict[ "JetTauPtJPTLV" ] = ROOT.kOrange + 7
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| 225 |
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colorDict[ "JetTauPtJPTMV" ] = ROOT.kOrange + 4
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| 226 |
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colorDict[ "JetTauPtJPTHV" ] = ROOT.kOrange + 3
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| 227 |
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| 228 |
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colorDict[ "FakeRateInvertMHTLoose/" ] = ROOT.kBlue + 4
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| 229 |
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colorDict[ "FakeRate40MHT60/" ] = ROOT.kBlue - 6
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| 230 |
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colorDict[ "FakeRate250MHT/" ] = ROOT.kRed
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| 231 |
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colorDict[ "FakeRate80MHT100/" ] = ROOT.kRed
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| 232 |
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colorDict[ "FakeRate100MHT120/" ] = ROOT.kRed
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| 233 |
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| 234 |
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colorDict[ "WJets" ] = 8
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| 235 |
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colorDict[ "TTbar" ] = ROOT.kRed + 2
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| 236 |
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colorDict[ "TauGCPt020" ] = ROOT.kOrange
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| 237 |
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colorDict[ "TauGCPt20" ] = ROOT.kOrange + 7
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| 238 |
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colorDict[ "TauGCPt20100" ] = ROOT.kOrange + 3
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| 239 |
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colorDict[ "TauGCPt100" ] = ROOT.kTeal - 5
|
| 240 |
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colorDict[ "TauGCPt20150" ] = ROOT.kOrange + 3
|
| 241 |
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colorDict[ "TauGCPt150" ] = ROOT.kBlack
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| 242 |
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colorDict[ "TauPt" ] = ROOT.kOrange + 7
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| 243 |
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colorDict[ "TauGCPt40" ] = ROOT.kOrange +3
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| 244 |
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colorDict[ "TauGCPt2040" ] = ROOT.kOrange + 7
|
| 245 |
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colorDict[ "TauGCPt30" ] = ROOT.kOrange +3
|
| 246 |
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colorDict[ "TauGCPt2030" ] = ROOT.kOrange
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| 247 |
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colorDict[ "TauGCPt4060" ] = ROOT.kViolet - 6
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| 248 |
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colorDict[ "TauGCPt6080" ] = ROOT.kViolet + 6
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| 249 |
|
|
colorDict[ "TauGCPt80100" ] = ROOT.kAzure + 7
|
| 250 |
|
|
colorDict[ "TauNPt020" ] = ROOT.kOrange + 7
|
| 251 |
|
|
colorDict[ "TauNPt100" ] = 8
|
| 252 |
|
|
colorDict[ "TauNPt20100" ] = ROOT.kOrange + 3
|
| 253 |
|
|
|
| 254 |
|
|
colorDict[ "TauGCNPt020" ] = ROOT.kOrange + 7
|
| 255 |
|
|
colorDict[ "TauGCNPt2040" ] = ROOT.kRed
|
| 256 |
|
|
colorDict[ "TauGCNPt4060" ] = ROOT.kBlue
|
| 257 |
|
|
colorDict[ "TauGCNPt6080" ] = ROOT.kBlack
|
| 258 |
|
|
colorDict[ "TauGCNPt80100" ] = ROOT.kViolet
|
| 259 |
|
|
colorDict[ "TauGCNPt100" ] = 8
|
| 260 |
|
|
colorDict[ "TauGCNPt20100" ] = ROOT.kOrange + 3
|
| 261 |
|
|
|
| 262 |
|
|
|
| 263 |
|
|
|
| 264 |
|
|
plotTitle = False
|
| 265 |
|
|
if not title == None:
|
| 266 |
|
|
plotTitle = True
|
| 267 |
|
|
pass
|
| 268 |
|
|
Def.SetGlobalStyles( withTitle=plotTitle )
|
| 269 |
|
|
if re.search( "slash", title ):
|
| 270 |
|
|
#ROOT.gStyle.SetTitleFontSize( 0.02 )
|
| 271 |
|
|
ROOT.gStyle.SetTitleH( 0.032 )
|
| 272 |
|
|
if re.search( "Preliminary", title ):
|
| 273 |
|
|
ROOT.gStyle.SetTitleH( 0.030 )
|
| 274 |
|
|
pass
|
| 275 |
|
|
pass
|
| 276 |
|
|
|
| 277 |
|
|
|
| 278 |
|
|
|
| 279 |
|
|
dirs = []
|
| 280 |
|
|
#dirs.append( "EffRatePre/" )
|
| 281 |
|
|
#dirs.append( "FakeRateDiJetsLoose/" )
|
| 282 |
|
|
#dirs.append( "FakeRateAllLoose/" )
|
| 283 |
|
|
#dirs.append( "FakeRateInvertMHTLoose/" )
|
| 284 |
|
|
#dirs.append( "FakeRate40MHT60/" )
|
| 285 |
|
|
#dirs.append( "MuonAnalyzerPre/" )
|
| 286 |
|
|
#dirs.append( "MuonAnalyzerNoSelection/" )
|
| 287 |
|
|
#dirs.append( "MuonAnalyzerMHT50/" )
|
| 288 |
|
|
#dirs.append( "MuonAnalyzerMHT100/" )
|
| 289 |
|
|
#dirs.append( "MuonAnalyzerMHT150/" )
|
| 290 |
|
|
#dirs.append( "MuonAnalyzerMHT200/" )
|
| 291 |
|
|
#dirs.append( "MuonAnalyzerMHT250/" )
|
| 292 |
|
|
#dirs.append( "MuonAnalyzerMHT400/" )
|
| 293 |
|
|
#dirs.append( "MuonAnalyzerPre/" )
|
| 294 |
|
|
#dirs.append( "EffRateHT0/")
|
| 295 |
|
|
#dirs.append( "EffRateHT50/")
|
| 296 |
|
|
###dirs.append( "EffRateHT100/")
|
| 297 |
|
|
#dirs.append( "EffRateHT150/")
|
| 298 |
|
|
###dirs.append( "EffRateHT200/")
|
| 299 |
|
|
#dirs.append( "EffRateHT250/")
|
| 300 |
|
|
###dirs.append( "EffRateHT300/")
|
| 301 |
|
|
#dirs.append( "EffRateHT350/")
|
| 302 |
|
|
#dirs.append( "EffRateLowV/" )
|
| 303 |
|
|
#dirs.append( "EffRateMidV/" )
|
| 304 |
|
|
#dirs.append( "EffRateHighV/" )
|
| 305 |
|
|
#dirs.append( "EffRateLowVBL/" )
|
| 306 |
|
|
#dirs.append( "EffRateMidVBL/" )
|
| 307 |
|
|
#dirs.append( "EffRateHighVBL/" )
|
| 308 |
|
|
#dirs.append( "EffRateLowVFull/" )
|
| 309 |
|
|
#dirs.append( "EffRateMidVFull/" )
|
| 310 |
|
|
#dirs.append( "EffRateHighVFull/" )
|
| 311 |
|
|
#dirs.append( "EffRate350HT600/")
|
| 312 |
|
|
#dirs.append( "EffRate400HT/")
|
| 313 |
|
|
#dirs.append( "EffRate600HT/")
|
| 314 |
|
|
#dirs.append( "EffRatePreRed/" )
|
| 315 |
|
|
#dirs.append( "EffRatePre/" )
|
| 316 |
|
|
#dirs.append( "EffRate/" )
|
| 317 |
|
|
#dirs.append( "FakeRate60MHT100/" )
|
| 318 |
|
|
#dirs.append( "FakeRate100MHT250/" )
|
| 319 |
|
|
#dirs.append( "FakeRate250MHT400/" )
|
| 320 |
|
|
dirs.append( "EffRateNoSelection/" )
|
| 321 |
|
|
if drawAllDirsInOneMHT:
|
| 322 |
|
|
#dirs.append( "FakeRateMHT20/" )
|
| 323 |
|
|
#dirs.append( "FakeRate20MHT60/" )
|
| 324 |
|
|
#dirs.append( "FakeRate60MHT100/" )
|
| 325 |
|
|
#dirs.append( "FakeRate100MHT200/" )
|
| 326 |
|
|
#dirs.append( "FakeRate200MHT400/" )
|
| 327 |
|
|
#dirs.append( "FakeRate400MHT/" )
|
| 328 |
|
|
#dirs.append( "FakeRateMHT20NoB/" )
|
| 329 |
|
|
#dirs.append( "FakeRate20MHT60NoB/" )
|
| 330 |
|
|
#dirs.append( "FakeRate60MHT100NoB/" )
|
| 331 |
|
|
#dirs.append( "FakeRate100MHT200NoB/" )
|
| 332 |
|
|
#dirs.append( "FakeRate200MHT400NoB/" )
|
| 333 |
|
|
#dirs.append( "FakeRate400MHTNoB/" )
|
| 334 |
|
|
dirs.append( "FakeRateInvertMHTLoose/" )
|
| 335 |
|
|
dirs.append( "FakeRate40MHT60/" )
|
| 336 |
|
|
#dirs.append( "FakeRate100MHT120/" )
|
| 337 |
|
|
dirs.append( "FakeRate80MHT100/" )
|
| 338 |
|
|
pass
|
| 339 |
|
|
if drawAllDirsInOneEff:
|
| 340 |
|
|
dirs.append( "EffRateNoSelection/" )
|
| 341 |
|
|
#dirs.append( "EffRatePreRed/" )
|
| 342 |
|
|
dirs.append( "EffRatePre/" )
|
| 343 |
|
|
#dirs.append( "EffRate/" )
|
| 344 |
|
|
|
| 345 |
|
|
pass
|
| 346 |
|
|
if drawAllDirsInOneHT:
|
| 347 |
|
|
dirs.append( "FakeRate350HT600/" )
|
| 348 |
|
|
dirs.append( "FakeRate600HT/" )
|
| 349 |
|
|
pass
|
| 350 |
|
|
#if drawEffCompare:
|
| 351 |
|
|
|
| 352 |
|
|
startAtBinCenter = -1
|
| 353 |
|
|
#startAtBinCenter = 80
|
| 354 |
|
|
#startAtBinCenter = 20
|
| 355 |
|
|
#startAtBinCenter = 15
|
| 356 |
|
|
|
| 357 |
|
|
initialHistDict = {}
|
| 358 |
|
|
#initialHistDict[ "TauPt" ] = "GenPt"
|
| 359 |
|
|
#initialHistDict[ "MuonPtPromptNotFromTau" ] = "MuonPtPrompt"
|
| 360 |
|
|
#initialHistDict[ "JetTauPtJPT" ] = "JetPtJPT"
|
| 361 |
|
|
####initialHistDict[ "JetTauPt" ] = "JetPt"
|
| 362 |
|
|
#initialHistDict[ "JetTauEtaJPT" ] = "JetEtaJPT"
|
| 363 |
|
|
######initialHistDict[ "JetTauDist" ] = "JetDist"
|
| 364 |
|
|
#####initialHistDict[ "JetTauIsoRel" ] = "JetIsoRel"
|
| 365 |
|
|
###initialHistDict[ "JetTauEtaJPTPt20" ] = "JetEtaJPTPt20"
|
| 366 |
|
|
###initialHistDict[ "JetTauEtaJPTPt40" ] = "JetEtaJPTPt40"
|
| 367 |
|
|
###initialHistDict[ "JetTauEtaJPTPt60" ] = "JetEtaJPTPt60"
|
| 368 |
|
|
###initialHistDict[ "JetTauEtaJPTPt80" ] = "JetEtaJPTPt80"
|
| 369 |
|
|
###initialHistDict[ "JetTauEtaJPTPt100" ] = "JetEtaJPTPt100"
|
| 370 |
|
|
###initialHistDict[ "JetTauEtaJPTPt200" ] = "JetEtaJPTPt200"
|
| 371 |
|
|
###initialHistDict[ "JetTauEtaJPTPt500" ] = "JetEtaJPTPt500"
|
| 372 |
|
|
####initialHistDict[ "JetTauEtaJPTPtInf" ] = "JetEtaJPTPtInf"
|
| 373 |
|
|
#initialHistDict[ "JetTauPtJPTeta1" ] = "JetPtJPTeta1"
|
| 374 |
|
|
#initialHistDict[ "JetTauPtJPTeta2" ] = "JetPtJPTeta2"
|
| 375 |
|
|
#initialHistDict[ "JetTauPtJPTeta25" ] = "JetPtJPTeta25"
|
| 376 |
|
|
####initialHistDict[ "JetTauIsoReleta1" ] = "JetIsoReleta1"
|
| 377 |
|
|
###initialHistDict[ "JetTauIsoReleta2" ] = "JetIsoReleta2"
|
| 378 |
|
|
###initialHistDict[ "JetTauIsoReleta25" ] = "JetIsoReleta25"
|
| 379 |
|
|
###initialHistDict[ "JetTauIsoRelPt20" ] = "JetIsoRelPt20"
|
| 380 |
|
|
###initialHistDict[ "JetTauIsoRelPt40" ] = "JetIsoRelPt40"
|
| 381 |
|
|
###initialHistDict[ "JetTauIsoRelPt60" ] = "JetIsoRelPt60"
|
| 382 |
|
|
###initialHistDict[ "JetTauIsoRelPt80" ] = "JetIsoRelPt80"
|
| 383 |
|
|
###initialHistDict[ "JetTauIsoRelPt100" ] = "JetIsoRelPt100"
|
| 384 |
|
|
###initialHistDict[ "JetTauIsoRelPt200" ] = "JetIsoRelPt200"
|
| 385 |
|
|
###initialHistDict[ "JetTauIsoRelPt500" ] = "JetIsoRelPt500"
|
| 386 |
|
|
###initialHistDict[ "JetTauIsoRelPtInf" ] = "JetIsoRelPtInf"
|
| 387 |
|
|
#initialHistDict[ "NVertexTau" ] = "NVertex"
|
| 388 |
|
|
#initialHistDict[ "JetTauPtJPTLV" ] = "JetPtJPTLV"
|
| 389 |
|
|
#initialHistDict[ "JetTauPtJPTMV" ] = "JetPtJPTMV"
|
| 390 |
|
|
#initialHistDict[ "JetTauPtJPTHV" ] = "JetPtJPTHV"
|
| 391 |
|
|
#initialHistDict[ "JetTauPtJPTDR" ] = "JetPtJPTDR"
|
| 392 |
|
|
#initialHistDict[ "JetTauDist" ] = "JetDist"
|
| 393 |
|
|
#initialHistDict[ "JetTauIso" ] = "JetIso"
|
| 394 |
|
|
#initialHistDict[ "JetTauIsoRel" ] = "JetIsoRel"
|
| 395 |
|
|
#initialHistDict[ "JetTauNCharged" ] = "JetNCharged"
|
| 396 |
|
|
#initialHistDict[ "JetTauNGamma" ] = "JetNGamma"
|
| 397 |
|
|
#initialHistDict[ "JetTauNNeutral" ] = "JetNNeutral"
|
| 398 |
|
|
#initialHistDict[ "JetTauNCPlusG" ] = "JetNCPlusG"
|
| 399 |
|
|
#initialHistDict[ "JetTauPtFC" ] = "JetPtFC"
|
| 400 |
|
|
#initialHistDict[ "JetTauPteta1FC" ] = "JetPteta1FC"
|
| 401 |
|
|
#initialHistDict[ "JetTauPtFG" ] = "JetPtFG"
|
| 402 |
|
|
#initialHistDict[ "JetTauPtFCG" ] = "JetPtFCG"
|
| 403 |
|
|
#initialHistDict[ "JetTauChargedPt" ] = "JetChargedPt"
|
| 404 |
|
|
#initialHistDict[ "JetTauGammaPt" ] = "JetGammaPt"
|
| 405 |
|
|
#initialHistDict[ "JetTauPtJPT" ] = "JetPtNoIso"
|
| 406 |
|
|
#initialHistDict[ "JetTauDecayMode" ] = "JetDecayMode"
|
| 407 |
|
|
#initialHistDict[ "JetTauLeadPFCandPt" ] = "JetLeadPFCandPt"
|
| 408 |
|
|
#initialHistDict[ "JetTauLeadChargedHadrPt" ] = "JetLeadChargedHadrPt"
|
| 409 |
|
|
#initialHistDict[ "JetTauSignalPFCandPt" ] = "JetSignalPFCandPt"
|
| 410 |
|
|
#initialHistDict[ "JetTauSignalPFGammaCandPt" ] = "JetSignalPFGammaCandPt"
|
| 411 |
|
|
#initialHistDict[ "JetTauPtNoGC" ] = "JetPtNoGC"
|
| 412 |
|
|
#initialHistDict[ "JetTauDecayModeNoGC" ] = "JetDecayModeNoGC"
|
| 413 |
|
|
#initialHistDict[ "JetTauPt_mis" ] = "JetPt_mis"
|
| 414 |
|
|
#initialHistDict[ "JetTauPt_well" ] = "JetPt_well"
|
| 415 |
|
|
#initialHistDict[ "JetTauPt_greater07" ] = "JetPt_greater07"
|
| 416 |
|
|
#initialHistDict[ "JetTauPtJPT" ] = "JetPtJPTMat"
|
| 417 |
|
|
#initialHistDict[ "JetTauEtaJPT" ] = "JetEtaJPTMat"
|
| 418 |
|
|
#initialHistDict[ "JetTauPtJPTeta1" ] = "JetPtJPTeta1Mat"
|
| 419 |
|
|
#initialHistDict[ "JetTauPtJPTeta2" ] = "JetPtJPTeta2Mat"
|
| 420 |
|
|
#initialHistDict[ "JetTauPtJPTeta25" ] = "JetPtJPTeta25Mat"
|
| 421 |
|
|
#initialHistDict[ "JetTauGCPt020" ] = "JetGCPt020"
|
| 422 |
|
|
#initialHistDict[ "JetTauGCPt2030" ] = "JetGCPt2030"
|
| 423 |
|
|
#initialHistDict[ "JetTauGCPt3050" ] = "JetGCPt3050"
|
| 424 |
|
|
#initialHistDict[ "JetTauGCPt50100" ] = "JetGCPt50100"
|
| 425 |
|
|
#initialHistDict[ "JetTauGCPt100" ] = "JetGCPt100"
|
| 426 |
|
|
#initialHistDict[ "TauGC" ] = "GenGC"
|
| 427 |
|
|
#initialHistDict[ "TauGCPt020" ] = "GenGCPt020"
|
| 428 |
|
|
##initialHistDict[ "TauGCPt2030" ] = "GenGCPt2030"
|
| 429 |
|
|
##initialHistDict[ "TauGCPt30" ] = "GenGCPt30"
|
| 430 |
|
|
#initialHistDict[ "TauGCPt2040" ] = "GenGCPt2040"
|
| 431 |
|
|
initialHistDict[ "TauGCPt4060" ] = "GenGCPt4060"
|
| 432 |
|
|
#initialHistDict[ "TauGCPt6080" ] = "GenGCPt6080"
|
| 433 |
|
|
#initialHistDict[ "TauGCPt80100" ] = "GenGCPt80100"
|
| 434 |
|
|
##initialHistDict[ "TauGCPt40" ] = "GenGCPt40"
|
| 435 |
|
|
##initialHistDict[ "TauGCPt20100" ] = "GenGCPt20100"
|
| 436 |
|
|
#initialHistDict[ "TauGCPt100" ] = "GenGCPt100"
|
| 437 |
|
|
#initialHistDict[ "TauGCPt20150" ] = "GenGCPt20150"
|
| 438 |
|
|
#initialHistDict[ "TauGCPt150" ] = "GenGCPt150"
|
| 439 |
|
|
#initialHistDict[ "TauGCPt20" ] = "GenGCPt20"
|
| 440 |
|
|
#initialHistDict[ "JetTauPt0GC" ] = "JetPt0GC"
|
| 441 |
|
|
#initialHistDict[ "JetTauPt1GC" ] = "JetPt1GC"
|
| 442 |
|
|
#initialHistDict[ "JetTauPt2GC" ] = "JetPt2GC"
|
| 443 |
|
|
#initialHistDict[ "JetTauPt3GC" ] = "JetPt3GC"
|
| 444 |
|
|
#initialHistDict[ "JetTauPt3InfGC" ] = "JetPt3InfGC"
|
| 445 |
|
|
|
| 446 |
|
|
#initialHistDict[ "TauNPt020" ] = "GenNPt020"
|
| 447 |
|
|
#initialHistDict[ "TauNPt20100" ] = "GenNPt20100"
|
| 448 |
|
|
#initialHistDict[ "TauNPt100" ] = "GenNPt100"
|
| 449 |
|
|
|
| 450 |
|
|
#initialHistDict[ "TauGCNPt020" ] = "GenGCNPt020"
|
| 451 |
|
|
##initialHistDict[ "TauGCNPt20100" ] = "GenGCNPt20100"
|
| 452 |
|
|
#initialHistDict[ "TauGCNPt100" ] = "GenGCNPt100"
|
| 453 |
|
|
##initialHistDict[ "TauGCNPt2030" ] = "GenGCNPt2030"
|
| 454 |
|
|
#initialHistDict[ "TauGCNPt2040" ] = "GenGCNPt2040"
|
| 455 |
|
|
#initialHistDict[ "TauGCNPt4060" ] = "GenGCNPt4060"
|
| 456 |
|
|
#initialHistDict[ "TauGCNPt6080" ] = "GenGCNPt6080"
|
| 457 |
|
|
#initialHistDict[ "TauGCNPt80100" ] = "GenGCNPt80100"
|
| 458 |
|
|
##initialHistDict[ "TauGCNPt150" ] = "GenGCNPt150"
|
| 459 |
|
|
|
| 460 |
|
|
histDict = {}
|
| 461 |
|
|
graph = {}
|
| 462 |
|
|
Mean = {}
|
| 463 |
|
|
ErrUp = {}
|
| 464 |
|
|
ErrDwn = {}
|
| 465 |
|
|
cDict = {}
|
| 466 |
|
|
legDict = {}
|
| 467 |
|
|
for hist in initialHistDict.keys():
|
| 468 |
|
|
print "----- ", hist
|
| 469 |
|
|
histDict[ hist ] = {}
|
| 470 |
|
|
graph[ hist ] = {}
|
| 471 |
|
|
histDict[ initialHistDict[ hist ] ] = {}
|
| 472 |
|
|
Mean[ hist ] = {}
|
| 473 |
|
|
ErrUp[ hist ] = {}
|
| 474 |
|
|
ErrDwn[ hist ] = {}
|
| 475 |
|
|
for file in sampleList:
|
| 476 |
|
|
rootfile = ROOT.TFile.Open( fileDict[ file ] )
|
| 477 |
|
|
histDict[ hist ][ file ] = {}
|
| 478 |
|
|
histDict[ initialHistDict[ hist ] ][ file ] = {}
|
| 479 |
|
|
Mean[ hist ][ file ] = {}
|
| 480 |
|
|
ErrUp[ hist ][ file ] = {}
|
| 481 |
|
|
ErrDwn[ hist ][ file ] = {}
|
| 482 |
|
|
graph[ hist ][ file ] = {}
|
| 483 |
|
|
for dir in dirs:
|
| 484 |
|
|
histDict[ hist ][ file ][ dir ] = rootfile.Get( dir + hist )
|
| 485 |
|
|
print "hist: ", hist, " file: ", file, "dir: ", dir
|
| 486 |
|
|
histDict[ hist ][ file ][ dir ].SetDirectory( 0 )
|
| 487 |
|
|
histDict[ hist ][ file ][ dir ].UseCurrentStyle()
|
| 488 |
|
|
histDict[ hist ][ file ][ dir ].Rebin( rebin )
|
| 489 |
|
|
|
| 490 |
|
|
histDict[ initialHistDict[ hist ] ][ file ][ dir ] = rootfile.Get( dir + initialHistDict[ hist ] )
|
| 491 |
|
|
histDict[ initialHistDict[ hist ] ][ file ][ dir ].SetDirectory( 0 )
|
| 492 |
|
|
histDict[ initialHistDict[ hist ] ][ file ][ dir ].UseCurrentStyle()
|
| 493 |
|
|
histDict[ initialHistDict[ hist ] ][ file ][ dir ].Rebin( rebin )
|
| 494 |
|
|
|
| 495 |
|
|
|
| 496 |
|
|
|
| 497 |
|
|
#### make new, empty hists with same binning:
|
| 498 |
|
|
Mean[ hist ][ file ][ dir ] = ROOT.TH1F( hist + "Mean", hist + "Mean",
|
| 499 |
|
|
histDict[ hist ][ file ][ dir ].GetNbinsX(),
|
| 500 |
|
|
histDict[ hist ][ file ][ dir ].GetXaxis().GetXmin(),
|
| 501 |
|
|
histDict[ hist ][ file ][ dir ].GetXaxis().GetXmax() )
|
| 502 |
|
|
|
| 503 |
|
|
ErrUp[ hist ][ file ][ dir ] = ROOT.TH1F( hist + "ErrUp", hist + "ErrUp",
|
| 504 |
|
|
histDict[ hist ][ file ][ dir ].GetNbinsX(),
|
| 505 |
|
|
histDict[ hist ][ file ][ dir ].GetXaxis().GetXmin(),
|
| 506 |
|
|
histDict[ hist ][ file ][ dir ].GetXaxis().GetXmax() )
|
| 507 |
|
|
|
| 508 |
|
|
ErrDwn[ hist ][ file ][ dir ] = ROOT.TH1F( hist + "ErrDwn", hist + "ErrDwn",
|
| 509 |
|
|
histDict[ hist ][ file ][ dir ].GetNbinsX(),
|
| 510 |
|
|
histDict[ hist ][ file ][ dir ].GetXaxis().GetXmin(),
|
| 511 |
|
|
histDict[ hist ][ file ][ dir ].GetXaxis().GetXmax() )
|
| 512 |
|
|
|
| 513 |
|
|
Mean[ hist ][ file ][ dir ].SetDirectory( 0 )
|
| 514 |
|
|
ErrUp[ hist ][ file ][ dir ].SetDirectory( 0 )
|
| 515 |
|
|
ErrDwn[ hist ][ file ][ dir ].SetDirectory( 0 )
|
| 516 |
|
|
|
| 517 |
|
|
#print type( Mean[ hist ][ file ][ dir ] )
|
| 518 |
|
|
|
| 519 |
|
|
#print "1"
|
| 520 |
|
|
|
| 521 |
|
|
if doDynamicRebin:
|
| 522 |
|
|
|
| 523 |
|
|
drebin = dynamicRebin
|
| 524 |
|
|
#if drawFakesCompare and file == "QCDFlat":
|
| 525 |
|
|
# drebin = 20
|
| 526 |
|
|
# pass
|
| 527 |
|
|
|
| 528 |
|
|
lowerBinsHist = FH.getLowerBins( histDict[ hist ][ file ][ dir ], nEntries=drebin,
|
| 529 |
|
|
startAtBinCenter=startAtBinCenter )
|
| 530 |
|
|
lowerBinsHist2 = FH.getLowerBins( histDict[ initialHistDict[ hist ] ][ file ][ dir ], nEntries=drebin,
|
| 531 |
|
|
startAtBinCenter=startAtBinCenter )
|
| 532 |
|
|
|
| 533 |
|
|
rebinList = FH.mergeList( [ lowerBinsHist, lowerBinsHist2 ] )
|
| 534 |
|
|
#if hist == "JetTauEtaJPTPtInf":
|
| 535 |
|
|
# #rebinList = [-5.,5.]
|
| 536 |
|
|
# print rebinList
|
| 537 |
|
|
# pass
|
| 538 |
|
|
## if file == "QCDFlat" and drawFakes:
|
| 539 |
|
|
## if hist == "JetTauPtJPTeta2":
|
| 540 |
|
|
## rebinList = [0.0, 5.0, 10.0, 15.0, 30.0, 50.0, 65.0, 120.0, 1000.0]
|
| 541 |
|
|
## elif hist == "JetTauPtJPTeta25":
|
| 542 |
|
|
## rebinList=[0.0, 5.0, 10.0, 15.0, 20.0, 25.0, 35.0, 40.0, 50.0, 65.0, 100.0, 175.0, 1000.0]
|
| 543 |
|
|
## elif hist == "NVertexTau":
|
| 544 |
|
|
## rebinList=[-0.5, 0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, 10.5, 11.5,
|
| 545 |
|
|
## 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 19.5]
|
| 546 |
|
|
## elif hist == "JetTauPtJPTeta1":
|
| 547 |
|
|
## rebinList = [0.0, 5.0, 10.0, 15.0, 20.0, 30.0, 35.0, 45.0, 55.0, 70.0, 105.0, 1000.0]
|
| 548 |
|
|
## elif hist == "JetTauPtJPT":
|
| 549 |
|
|
## rebinList = [0.0, 5.0, 10.0, 15.0, 20.0, 25.0, 30.0, 35.0, 40.0, 45.0,
|
| 550 |
|
|
## 50.0, 55.0, 60.0, 65.0, 75.0, 85.0, 115.0, 130.0, 175.0, 195.0, 1000.0]
|
| 551 |
|
|
## pass
|
| 552 |
|
|
#if file == "QCDFlat" and drawFakes:
|
| 553 |
|
|
# if hist == "JetTauPtJPTeta2":
|
| 554 |
|
|
# rebinList = [0.0, 5.0, 10.0, 15.0, 30.0, 50.0, 65.0, 110.0, 1000.0]
|
| 555 |
|
|
# elif hist == "JetTauPtJPTeta25":
|
| 556 |
|
|
# rebinList=[0.0, 5.0, 10.0, 15.0, 20.0, 25.0, 35.0, 45.0, 55.0, 80.0, 120.0, 1000.0]
|
| 557 |
|
|
# elif hist == "NVertexTau":
|
| 558 |
|
|
# rebinList=[-0.5, 0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 19.5]
|
| 559 |
|
|
# elif hist == "JetTauPtJPTeta1":
|
| 560 |
|
|
# rebinList = [0.0, 5.0, 10.0, 15.0, 20.0, 25.0, 30.0, 35.0, 40.0, 50.0, 65.0, 100.0, 170.0, 1000.0]
|
| 561 |
|
|
# elif hist == "JetTauPtJPT":
|
| 562 |
|
|
# rebinList = [0.0, 5.0, 10.0, 15.0, 20.0, 25.0, 30.0, 35.0, 40.0, 45.0, 50.0, 55.0, 60.0, 70.0, 80.0, 100.0, 120.0, 150.0, 180.0, 195.0, 1000.0]
|
| 563 |
|
|
# pass
|
| 564 |
|
|
#### 40 < MHT < 60
|
| 565 |
|
|
if file == "QCDFlat" and drawFakes:
|
| 566 |
|
|
if hist == "JetTauPtJPTeta2":
|
| 567 |
|
|
rebinList = [0.0, 5.0, 10.0, 15.0, 20.0, 25.0, 30.0, 35.0, 40.0, 50.0, 55.0, 70.0, 95.0, 135.0, 1000.0]
|
| 568 |
|
|
elif hist == "JetTauPtJPTeta25":
|
| 569 |
|
|
rebinList=[0.0, 5.0, 10.0, 15.0, 20.0, 25.0, 30.0, 35.0, 45.0, 50.0, 55.0, 75.0, 95.0, 150.0, 1000.0]
|
| 570 |
|
|
elif hist == "NVertexTau":
|
| 571 |
|
|
rebinList=[-0.5, 0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 19.5]
|
| 572 |
|
|
elif hist == "JetTauPtJPTeta1":
|
| 573 |
|
|
rebinList = [0.0, 5.0, 10.0, 15.0, 20.0, 25.0, 30.0, 35.0, 40.0, 50.0, 65.0, 105.0, 145.0, 200.0, 1000.0]
|
| 574 |
|
|
elif hist == "JetTauPtJPT":
|
| 575 |
|
|
rebinList = [0.0, 5.0, 10.0, 15.0, 20.0, 25.0, 30.0, 35.0, 40.0, 45.0, 50.0, 55.0, 60.0, 65.0, 75.0, 85.0, 95.0, 105.0, 125.0, 140.0, 160.0, 170.0, 200.0, 1000.0]
|
| 576 |
|
|
elif hist == "JetTauGCPt030":
|
| 577 |
|
|
rebinList = [-0.5, 0.5, 1.5, 2.5, 3.5, 4.5, 19.5]
|
| 578 |
|
|
elif hist == "JetTauGCPt100":
|
| 579 |
|
|
rebinList = [-0.5, 0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 19.5]
|
| 580 |
|
|
elif hist == "JetTauGCPt50100":
|
| 581 |
|
|
rebinList = [-0.5, 0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 19.5]
|
| 582 |
|
|
elif hist == "JetTauGCPt3050":
|
| 583 |
|
|
rebinList = [-0.5, 0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 19.5]
|
| 584 |
|
|
elif hist == "JetTauPt3InfGC":
|
| 585 |
|
|
rebinList = [0.0, 25.0, 30.0, 40.0, 50.0, 60.0, 75.0, 110.0, 160.0, 1000.0]
|
| 586 |
|
|
elif hist == "JetTauPt1GC":
|
| 587 |
|
|
rebinList = [0.0, 20.0, 30.0, 45.0, 80.0, 1000.0]
|
| 588 |
|
|
elif hist == "JetTauPt2GC":
|
| 589 |
|
|
rebinList = [0.0, 25.0, 30.0, 40.0, 60.0, 125.0, 1000.0]
|
| 590 |
|
|
elif hist == "JetTauPt3GC":
|
| 591 |
|
|
rebinList = [0.0, 25.0, 40.0, 55.0, 1000.0]
|
| 592 |
|
|
elif hist == "JetTauPt0GC":
|
| 593 |
|
|
rebinList = [0.0, 25.0, 1000.0]
|
| 594 |
|
|
pass
|
| 595 |
|
|
|
| 596 |
|
|
|
| 597 |
|
|
obj = array( 'd' )
|
| 598 |
|
|
for b in rebinList:
|
| 599 |
|
|
obj.append( b )
|
| 600 |
|
|
pass
|
| 601 |
|
|
histDict[ hist ][ file ][ dir ] = \
|
| 602 |
|
|
histDict[ hist ][ file ][ dir ].Rebin( len( rebinList ) -1 , hist , obj )
|
| 603 |
|
|
histDict[ initialHistDict[ hist ] ][ file ][ dir ] = \
|
| 604 |
|
|
histDict[ initialHistDict[ hist ] ][ file ][ dir ].Rebin( len( rebinList ) -1 , hist , obj )
|
| 605 |
|
|
Mean[ hist ][ file ][ dir ] = Mean[ hist ][ file ][ dir ].Rebin( len( rebinList ) -1 , hist , obj )
|
| 606 |
|
|
ErrUp[ hist ][ file ][ dir ] = ErrUp[ hist ][ file ][ dir ].Rebin( len( rebinList ) -1 , hist , obj )
|
| 607 |
|
|
ErrDwn[ hist ][ file ][ dir ] = ErrDwn[ hist ][ file ][ dir ].Rebin( len( rebinList ) -1 , hist , obj )
|
| 608 |
|
|
|
| 609 |
|
|
pass
|
| 610 |
|
|
|
| 611 |
|
|
|
| 612 |
|
|
|
| 613 |
|
|
|
| 614 |
|
|
|
| 615 |
|
|
|
| 616 |
|
|
|
| 617 |
|
|
|
| 618 |
|
|
#print "2"
|
| 619 |
|
|
|
| 620 |
|
|
|
| 621 |
|
|
Style.setHistStyle( Mean[ hist ][ file ][ dir ],
|
| 622 |
|
|
status="Signal",
|
| 623 |
|
|
color=1,
|
| 624 |
|
|
xTitle=xtitle, yTitle=ytitle )
|
| 625 |
|
|
Style.setHistStyle( ErrUp[ hist ][ file ][ dir ],
|
| 626 |
|
|
status="Signal",
|
| 627 |
|
|
color=9,
|
| 628 |
|
|
xTitle=xtitle, yTitle=ytitle )
|
| 629 |
|
|
Style.setHistStyle( ErrDwn[ hist ][ file ][ dir ],
|
| 630 |
|
|
status="Signal",
|
| 631 |
|
|
color=9,
|
| 632 |
|
|
xTitle=xtitle, yTitle=ytitle )
|
| 633 |
|
|
|
| 634 |
|
|
#histDict[ hist ][ file ].Divide( histDict[ initialHistDict[ hist ] ][ file ] )
|
| 635 |
|
|
#### make a TGraph first:
|
| 636 |
|
|
graph[ hist ][ file ][ dir ] = ROOT.TGraphAsymmErrors()
|
| 637 |
|
|
graph[ hist ][ file ][ dir ].BayesDivide( histDict[ hist ][ file ][ dir ],
|
| 638 |
|
|
histDict[ initialHistDict[ hist ] ][ file ][ dir ] )
|
| 639 |
|
|
graph[ hist ][ file ][ dir ].UseCurrentStyle()
|
| 640 |
|
|
### remove very first bin
|
| 641 |
|
|
#for p in range( 0, graph[ hist ][ file ][ dir ].GetN() ):
|
| 642 |
|
|
# ix = ROOT.Double( 0 )
|
| 643 |
|
|
# yps = ROOT.Double( 0 )
|
| 644 |
|
|
# graph[ hist ][ file ][ dir ].GetPoint( p, ix, yps )
|
| 645 |
|
|
# if ix < 20 and yps < 10**-2:
|
| 646 |
|
|
# #if ix < 10:
|
| 647 |
|
|
# #graph[ hist ][ file ][ dir ].SetPoint( p,0,0 )
|
| 648 |
|
|
# #graph[ hist ][ file ][ dir ].SetPointError( p,0,0,0,0 )
|
| 649 |
|
|
# graph[ hist ][ file ][ dir ].RemovePoint( p )
|
| 650 |
|
|
# pass
|
| 651 |
|
|
# pass
|
| 652 |
|
|
#print "3"
|
| 653 |
|
|
|
| 654 |
|
|
|
| 655 |
|
|
#if hist == "JetTauPtJPTeta2":
|
| 656 |
|
|
# graph[ hist ][ file ][ dir ].Draw( "AP" )
|
| 657 |
|
|
# Def.DontQuit()
|
| 658 |
|
|
|
| 659 |
|
|
#print type( Mean[ hist ][ file ][ dir ] )
|
| 660 |
|
|
|
| 661 |
|
|
### now get the mean, the err ups, and the err downs
|
| 662 |
|
|
### note: bins start at 1, points at 0!
|
| 663 |
|
|
#for bin in range( 0, histDict[ hist ][ file ][ dir ].GetNbinsX() ):
|
| 664 |
|
|
for bin in range( 0, graph[ hist ][ file ][ dir ].GetN() ):
|
| 665 |
|
|
x = ROOT.Double( 0 )
|
| 666 |
|
|
y = ROOT.Double( 0 )
|
| 667 |
|
|
graph[ hist ][ file ][ dir ].GetPoint( ( bin ) , x, y )
|
| 668 |
|
|
#print bin, " x=", x, " y=", y
|
| 669 |
|
|
errUp = graph[ hist ][ file ][ dir ].GetErrorYhigh( bin )
|
| 670 |
|
|
errDwn = graph[ hist ][ file ][ dir ].GetErrorYlow( bin )
|
| 671 |
|
|
histbin = Mean[ hist ][ file ][ dir ].FindBin( x )
|
| 672 |
|
|
Mean[ hist ][ file ][ dir ].SetBinContent( histbin, y )
|
| 673 |
|
|
|
| 674 |
|
|
|
| 675 |
|
|
#print type( Mean[ hist ][ file ][ dir ] )
|
| 676 |
|
|
#if not y == 0:
|
| 677 |
|
|
#ErrUp[ hist ][ file ][ dir ].SetBinContent( bin + 1, y + errUp )
|
| 678 |
|
|
#ErrDwn[ hist ][ file ][ dir ].SetBinContent( bin + 1, y - errDwn )
|
| 679 |
|
|
ErrUp[ hist ][ file ][ dir ].SetBinContent( histbin ,errUp )
|
| 680 |
|
|
ErrDwn[ hist ][ file ][ dir ].SetBinContent( histbin, errDwn )
|
| 681 |
|
|
# pass
|
| 682 |
|
|
#else:
|
| 683 |
|
|
# ErrUp[ hist ][ file ][ dir ].SetBinContent( bin + 1, 0 )
|
| 684 |
|
|
# ErrDwn[ hist ][ file ][ dir ].SetBinContent( bin + 1, 0 )
|
| 685 |
|
|
# pass
|
| 686 |
|
|
pass
|
| 687 |
|
|
#if hist == "JetTauPtJPTeta2":
|
| 688 |
|
|
# Mean[ hist ][ file ][ dir ].Draw( )
|
| 689 |
|
|
# Def.DontQuit()
|
| 690 |
|
|
|
| 691 |
|
|
#print "4"
|
| 692 |
|
|
|
| 693 |
|
|
|
| 694 |
|
|
pass
|
| 695 |
|
|
#rootfile.Close()
|
| 696 |
|
|
pass
|
| 697 |
|
|
#pass
|
| 698 |
|
|
|
| 699 |
|
|
if smooth:
|
| 700 |
|
|
for hist in initialHistDict.keys():
|
| 701 |
|
|
for file in sampleList:
|
| 702 |
|
|
for dir in dirs:
|
| 703 |
|
|
Mean[ hist ][ file ][ dir ].Smooth( smoo )
|
| 704 |
|
|
ErrUp[ hist ][ file ][ dir ].Smooth( smoo )
|
| 705 |
|
|
ErrDwn[ hist ][ file ][ dir ].Smooth( smoo )
|
| 706 |
|
|
pass
|
| 707 |
|
|
pass
|
| 708 |
|
|
pass
|
| 709 |
|
|
pass
|
| 710 |
|
|
|
| 711 |
|
|
if draw:
|
| 712 |
|
|
cDict[ hist ] = ROOT.TCanvas( hist , hist )
|
| 713 |
|
|
cDict[ hist ].cd()
|
| 714 |
|
|
graph[ hist ][ "Draw" ] = ROOT.TGraphAsymmErrors()
|
| 715 |
|
|
j = 0
|
| 716 |
|
|
for i in range( 1,Mean[ hist ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 717 |
|
|
y = Mean[ hist ][ file ][ dir ].GetBinContent( i )
|
| 718 |
|
|
x = Mean[ hist ][ file ][ dir ].GetBinCenter( i )
|
| 719 |
|
|
yerrup = ErrUp[ hist ][ file ][ dir ].GetBinContent( i )
|
| 720 |
|
|
yerrdwn = ErrDwn[ hist ][ file ][ dir ].GetBinContent( i )
|
| 721 |
|
|
binwidth = Mean[ hist ][ file ][ dir ].GetBinWidth( i )
|
| 722 |
|
|
if not y == 0:
|
| 723 |
|
|
graph[ hist ][ "Draw" ].SetPoint( j, x, y )
|
| 724 |
|
|
graph[ hist ][ "Draw" ].SetPointError( j, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 725 |
|
|
j = j + 1
|
| 726 |
|
|
pass
|
| 727 |
|
|
pass
|
| 728 |
|
|
graph[ hist ][ "Draw" ].UseCurrentStyle()
|
| 729 |
|
|
Style.setHistStyle( graph[ hist ][ "Draw" ],
|
| 730 |
|
|
status="Err",
|
| 731 |
|
|
color=color,
|
| 732 |
|
|
xTitle=xtitle,
|
| 733 |
|
|
yTitle=ytitle,
|
| 734 |
|
|
title=title
|
| 735 |
|
|
)
|
| 736 |
|
|
graph[ hist ][ "Draw" ].Draw( "AP" )
|
| 737 |
|
|
#Mean[ hist ][ file ][ dir ].Draw()
|
| 738 |
|
|
#ErrUp[ hist ][ file ][ dir ].Draw( "same" )
|
| 739 |
|
|
#graph[ hist ][ "Draw" ].GetXaxis().SetRangeUser( 10., 1000. )
|
| 740 |
|
|
cDict[ hist ].Update()
|
| 741 |
|
|
Def.DontQuit()
|
| 742 |
|
|
pass
|
| 743 |
|
|
pass
|
| 744 |
|
|
|
| 745 |
|
|
if drawAllDirsInOne:
|
| 746 |
|
|
cDict[ "All" ] = ROOT.TCanvas( "All" , "All" )
|
| 747 |
|
|
cDict[ "All" ].cd()
|
| 748 |
|
|
same = "A"
|
| 749 |
|
|
graphList = []
|
| 750 |
|
|
hist = initialHistDict.keys()[ 0 ]
|
| 751 |
|
|
for dir in dirs:
|
| 752 |
|
|
graph[ dir ] = ROOT.TGraphAsymmErrors()
|
| 753 |
|
|
for i in range( 1,Mean[ hist ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 754 |
|
|
y = Mean[ hist ][ file ][ dir ].GetBinContent( i )
|
| 755 |
|
|
x = Mean[ hist ][ file ][ dir ].GetBinCenter( i )
|
| 756 |
|
|
yerrup = ErrUp[ hist ][ file ][ dir ].GetBinContent( i )
|
| 757 |
|
|
yerrdwn = ErrDwn[ hist ][ file ][ dir ].GetBinContent( i )
|
| 758 |
|
|
binwidth = Mean[ hist ][ file ][ dir ].GetBinWidth( i )
|
| 759 |
|
|
graph[ dir ].SetPoint( i-1, x, y )
|
| 760 |
|
|
graph[ dir ].SetPointError( i-1, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 761 |
|
|
pass
|
| 762 |
|
|
graph[ dir ].UseCurrentStyle()
|
| 763 |
|
|
Style.setHistStyle( graph[ dir ],
|
| 764 |
|
|
status="Err",
|
| 765 |
|
|
color=colorDict[ dir ],
|
| 766 |
|
|
xTitle=xtitle,
|
| 767 |
|
|
yTitle=ytitle,
|
| 768 |
|
|
title=title
|
| 769 |
|
|
)
|
| 770 |
|
|
graph[ dir ].Draw( "P" + same )
|
| 771 |
|
|
graphList.append( graph[ dir ] )
|
| 772 |
|
|
same = "same"
|
| 773 |
|
|
pass
|
| 774 |
|
|
legDict[ hist ] = Style.makeLegendSimple( graphList,
|
| 775 |
|
|
#[ "No Selection", "MHT>50 GeV", "MHT>100 GeV",
|
| 776 |
|
|
# "MHT>150 GeV", "MHT>200 GeV", "MHT>250 GeV", "MHT>400 GeV" ],
|
| 777 |
|
|
[ "MHT>0", "MHT>50 GeV", "MHT>100 GeV" ],
|
| 778 |
|
|
#statusDict=statusDict,
|
| 779 |
|
|
style="ep",
|
| 780 |
|
|
position="umr" )
|
| 781 |
|
|
legDict[ hist ].Draw( "same" )
|
| 782 |
|
|
Def.DontQuit()
|
| 783 |
|
|
pass
|
| 784 |
|
|
|
| 785 |
|
|
if drawAllDirsInOneMHT:
|
| 786 |
|
|
llist = [
|
| 787 |
|
|
"MHT<20 GeV",
|
| 788 |
|
|
#"20<MHT<60 GeV",
|
| 789 |
|
|
#"60<MHT<100 GeV",
|
| 790 |
|
|
#"100<MHT<200 GeV",
|
| 791 |
|
|
#"200<MHT<400 GeV",
|
| 792 |
|
|
#"400 GeV<MHT"
|
| 793 |
|
|
"40<MHT<60 GeV",
|
| 794 |
|
|
"80<MHT<100 GeV"
|
| 795 |
|
|
]
|
| 796 |
|
|
cDict[ "All" ] = ROOT.TCanvas( "All" , "All" )
|
| 797 |
|
|
cDict[ "All" ].cd()
|
| 798 |
|
|
same = "A"
|
| 799 |
|
|
graphList = []
|
| 800 |
|
|
hist = initialHistDict.keys()[ 0 ]
|
| 801 |
|
|
if re.search( "Eta", hist ):
|
| 802 |
|
|
xtitle = "#eta^{jet}"
|
| 803 |
|
|
for dir in dirs:
|
| 804 |
|
|
graph[ dir ] = ROOT.TGraphAsymmErrors()
|
| 805 |
|
|
graph[ dir ].SetPoint( 0, 0, 0 )
|
| 806 |
|
|
for i in range( 1,Mean[ hist ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 807 |
|
|
y = Mean[ hist ][ file ][ dir ].GetBinContent( i )
|
| 808 |
|
|
x = Mean[ hist ][ file ][ dir ].GetBinCenter( i )
|
| 809 |
|
|
yerrup = ErrUp[ hist ][ file ][ dir ].GetBinContent( i )
|
| 810 |
|
|
yerrdwn = ErrDwn[ hist ][ file ][ dir ].GetBinContent( i )
|
| 811 |
|
|
binwidth = Mean[ hist ][ file ][ dir ].GetBinWidth( i )
|
| 812 |
|
|
graph[ dir ].SetPoint( i, x, y )
|
| 813 |
|
|
graph[ dir ].SetPointError( i, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 814 |
|
|
pass
|
| 815 |
|
|
graph[ dir ].UseCurrentStyle()
|
| 816 |
|
|
Style.setHistStyle( graph[ dir ],
|
| 817 |
|
|
status="Err",
|
| 818 |
|
|
color=colorDict[ dir ],
|
| 819 |
|
|
xTitle=xtitle,
|
| 820 |
|
|
yTitle=ytitle,
|
| 821 |
|
|
title=title
|
| 822 |
|
|
)
|
| 823 |
|
|
graph[ dir ].Draw( "P" + same )
|
| 824 |
|
|
graphList.append( graph[ dir ] )
|
| 825 |
|
|
same = "same"
|
| 826 |
|
|
pass
|
| 827 |
|
|
legDict[ hist ] = Style.makeLegendSimple( graphList,
|
| 828 |
|
|
llist,
|
| 829 |
|
|
#statusDict=statusDict,
|
| 830 |
|
|
style="ep",
|
| 831 |
|
|
position="umr" )
|
| 832 |
|
|
legDict[ hist ].Draw( "same" )
|
| 833 |
|
|
Def.DontQuit()
|
| 834 |
|
|
pass
|
| 835 |
|
|
|
| 836 |
|
|
if drawAllDirsInOneHT:
|
| 837 |
|
|
llist = [
|
| 838 |
|
|
"350<HT<600 GeV",
|
| 839 |
|
|
"600<MHT GeV",
|
| 840 |
|
|
]
|
| 841 |
|
|
cDict[ "All" ] = ROOT.TCanvas( "All" , "All" )
|
| 842 |
|
|
cDict[ "All" ].cd()
|
| 843 |
|
|
same = "A"
|
| 844 |
|
|
graphList = []
|
| 845 |
|
|
hist = initialHistDict.keys()[ 0 ]
|
| 846 |
|
|
for dir in dirs:
|
| 847 |
|
|
graph[ dir ] = ROOT.TGraphAsymmErrors()
|
| 848 |
|
|
for i in range( 1,Mean[ hist ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 849 |
|
|
y = Mean[ hist ][ file ][ dir ].GetBinContent( i )
|
| 850 |
|
|
x = Mean[ hist ][ file ][ dir ].GetBinCenter( i )
|
| 851 |
|
|
yerrup = ErrUp[ hist ][ file ][ dir ].GetBinContent( i )
|
| 852 |
|
|
yerrdwn = ErrDwn[ hist ][ file ][ dir ].GetBinContent( i )
|
| 853 |
|
|
binwidth = Mean[ hist ][ file ][ dir ].GetBinWidth( i )
|
| 854 |
|
|
graph[ dir ].SetPoint( i-1, x, y )
|
| 855 |
|
|
graph[ dir ].SetPointError( i-1, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 856 |
|
|
pass
|
| 857 |
|
|
graph[ dir ].UseCurrentStyle()
|
| 858 |
|
|
Style.setHistStyle( graph[ dir ],
|
| 859 |
|
|
status="Err",
|
| 860 |
|
|
color=colorDict[ dir ],
|
| 861 |
|
|
xTitle=xtitle,
|
| 862 |
|
|
yTitle=ytitle,
|
| 863 |
|
|
title=title
|
| 864 |
|
|
)
|
| 865 |
|
|
graph[ dir ].Draw( "P" + same )
|
| 866 |
|
|
graphList.append( graph[ dir ] )
|
| 867 |
|
|
same = "same"
|
| 868 |
|
|
pass
|
| 869 |
|
|
legDict[ hist ] = Style.makeLegendSimple( graphList,
|
| 870 |
|
|
llist,
|
| 871 |
|
|
#statusDict=statusDict,
|
| 872 |
|
|
style="ep",
|
| 873 |
|
|
position="umr" )
|
| 874 |
|
|
legDict[ hist ].Draw( "same" )
|
| 875 |
|
|
Def.DontQuit()
|
| 876 |
|
|
pass
|
| 877 |
|
|
|
| 878 |
|
|
if drawEff:
|
| 879 |
|
|
legList = [
|
| 880 |
|
|
"P_{T}^{#tau}<20 GeV",
|
| 881 |
|
|
"20>P_{T}^{#tau}>40 GeV",
|
| 882 |
|
|
"40>P_{T}^{#tau}>60 GeV",
|
| 883 |
|
|
"60>P_{T}^{#tau}>80 GeV",
|
| 884 |
|
|
"80>P_{T}^{#tau}>100 GeV",
|
| 885 |
|
|
"P_{T}^{#tau}>100 GeV",
|
| 886 |
|
|
]
|
| 887 |
|
|
cDict[ "All" ] = ROOT.TCanvas( "All" , "All" )
|
| 888 |
|
|
cDict[ "All" ].cd()
|
| 889 |
|
|
same = "A"
|
| 890 |
|
|
histList = []
|
| 891 |
|
|
if "TauGCPt020" in initialHistDict.keys():
|
| 892 |
|
|
histList = [ "TauGCPt020", "TauGCPt2040", "TauGCPt4060", "TauGCPt6080", "TauGCPt80100", "TauGCPt100" ]
|
| 893 |
|
|
else:
|
| 894 |
|
|
histList = initialHistDict.keys()
|
| 895 |
|
|
graphList = []
|
| 896 |
|
|
dir = dirs[ 0 ]
|
| 897 |
|
|
#file = sampleList[ 0 ]
|
| 898 |
|
|
#for hist in initialHistDict.keys():
|
| 899 |
|
|
for hist in histList:
|
| 900 |
|
|
graph[ hist ] = ROOT.TGraphAsymmErrors()
|
| 901 |
|
|
for i in range( 1,Mean[ hist ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 902 |
|
|
y = Mean[ hist ][ file ][ dir ].GetBinContent( i )
|
| 903 |
|
|
x = Mean[ hist ][ file ][ dir ].GetBinCenter( i )
|
| 904 |
|
|
yerrup = ErrUp[ hist ][ file ][ dir ].GetBinContent( i )
|
| 905 |
|
|
yerrdwn = ErrDwn[ hist ][ file ][ dir ].GetBinContent( i )
|
| 906 |
|
|
binwidth = Mean[ hist ][ file ][ dir ].GetBinWidth( i )
|
| 907 |
|
|
graph[ hist ].SetPoint( i-1, x, y )
|
| 908 |
|
|
graph[ hist ].SetPointError( i-1, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 909 |
|
|
pass
|
| 910 |
|
|
graph[ hist ].UseCurrentStyle()
|
| 911 |
|
|
Style.setHistStyle( graph[ hist ],
|
| 912 |
|
|
status="Err",
|
| 913 |
|
|
color=colorDict[ hist ],
|
| 914 |
|
|
xTitle=xtitle,
|
| 915 |
|
|
yTitle=ytitle,
|
| 916 |
|
|
title=title
|
| 917 |
|
|
)
|
| 918 |
|
|
graph[ hist ].Draw( "P" + same )
|
| 919 |
|
|
graphList.append( graph[ hist ] )
|
| 920 |
|
|
if same == "A":
|
| 921 |
|
|
graph[ hist ].SetMinimum( 10**-2 )
|
| 922 |
|
|
graph[ hist ].SetMaximum( 2*10**0 )
|
| 923 |
|
|
pass
|
| 924 |
|
|
same = "same"
|
| 925 |
|
|
pass
|
| 926 |
|
|
legDict[ hist ] = Style.makeLegendSimple( graphList,
|
| 927 |
|
|
legList,
|
| 928 |
|
|
#statusDict=statusDict,
|
| 929 |
|
|
style="ep",
|
| 930 |
|
|
position="umr" )
|
| 931 |
|
|
legDict[ hist ].Draw( "same" )
|
| 932 |
|
|
ROOT.gPad.SetLogy()
|
| 933 |
|
|
#ROOT.gPad.SetLogx()
|
| 934 |
|
|
|
| 935 |
|
|
ROOT.gPad.Update()
|
| 936 |
|
|
Def.DontQuit()
|
| 937 |
|
|
pass
|
| 938 |
|
|
|
| 939 |
|
|
if drawAllDirsInOneEff or drawAllDirsInOneEffVertex:
|
| 940 |
|
|
cDict[ "All" ] = ROOT.TCanvas( "All" , "All" )
|
| 941 |
|
|
cDict[ "All" ].cd()
|
| 942 |
|
|
same = "A"
|
| 943 |
|
|
graphList = []
|
| 944 |
|
|
hist = initialHistDict.keys()[ 0 ]
|
| 945 |
|
|
ytitle = "#epsilon_{#tau}^{reco}"
|
| 946 |
|
|
legList = [ #"No Sel",
|
| 947 |
|
|
"HT>50 GeV",
|
| 948 |
|
|
##"HT>100 GeV",
|
| 949 |
|
|
"HT>150 GeV",
|
| 950 |
|
|
##"HT>200 GeV",
|
| 951 |
|
|
"HT>250 GeV",
|
| 952 |
|
|
##"HT>300 GeV",
|
| 953 |
|
|
"HT>350 GeV",
|
| 954 |
|
|
#"Red ",
|
| 955 |
|
|
#"Pre",
|
| 956 |
|
|
#"Full"
|
| 957 |
|
|
]
|
| 958 |
|
|
if drawAllDirsInOneEffVertex:
|
| 959 |
|
|
legList = [ "nVertex < 6",
|
| 960 |
|
|
"6 <= nVertex < 10",
|
| 961 |
|
|
"10 <= nVertex" ]
|
| 962 |
|
|
pass
|
| 963 |
|
|
if drawAllDirsInOneEff:
|
| 964 |
|
|
legList = [ "H_{T} > 300 GeV",
|
| 965 |
|
|
"H_{T} > 350 GeV, #slashH_{T}> 250 GeV"
|
| 966 |
|
|
]
|
| 967 |
|
|
pass
|
| 968 |
|
|
for dir in dirs:
|
| 969 |
|
|
graph[ dir ] = ROOT.TGraphAsymmErrors()
|
| 970 |
|
|
sub = 0
|
| 971 |
|
|
for i in range( 1,Mean[ hist ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 972 |
|
|
y = Mean[ hist ][ file ][ dir ].GetBinContent( i )
|
| 973 |
|
|
x = Mean[ hist ][ file ][ dir ].GetBinCenter( i )
|
| 974 |
|
|
if x < 10 and not drawAllDirsInOneEff:
|
| 975 |
|
|
sub += 1
|
| 976 |
|
|
continue
|
| 977 |
|
|
yerrup = ErrUp[ hist ][ file ][ dir ].GetBinContent( i )
|
| 978 |
|
|
yerrdwn = ErrDwn[ hist ][ file ][ dir ].GetBinContent( i )
|
| 979 |
|
|
binwidth = Mean[ hist ][ file ][ dir ].GetBinWidth( i )
|
| 980 |
|
|
graph[ dir ].SetPoint( i-1 - sub, x, y )
|
| 981 |
|
|
graph[ dir ].SetPointError( i-1 - sub, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 982 |
|
|
pass
|
| 983 |
|
|
graph[ dir ].UseCurrentStyle()
|
| 984 |
|
|
Style.setHistStyle( graph[ dir ],
|
| 985 |
|
|
status="Err",
|
| 986 |
|
|
color=colorDict[ dir ],
|
| 987 |
|
|
xTitle=xtitle,
|
| 988 |
|
|
yTitle=ytitle,
|
| 989 |
|
|
title=title
|
| 990 |
|
|
)
|
| 991 |
|
|
#graph[ dir ].GetXaxis().SetRangeUser( 9*10**0, 10**3 )
|
| 992 |
|
|
graph[ dir ].Draw( "P" + same )
|
| 993 |
|
|
if same == "A":
|
| 994 |
|
|
graph[ dir ].SetMinimum( 10**-3 )
|
| 995 |
|
|
graph[ dir ].SetMaximum( 2*10**0 )
|
| 996 |
|
|
pass
|
| 997 |
|
|
graphList.append( graph[ dir ] )
|
| 998 |
|
|
same = "same"
|
| 999 |
|
|
pass
|
| 1000 |
|
|
legDict[ hist ] = Style.makeLegendSimple( graphList,
|
| 1001 |
|
|
legList,
|
| 1002 |
|
|
#statusDict=statusDict,
|
| 1003 |
|
|
style="ep",
|
| 1004 |
|
|
position="umr" )
|
| 1005 |
|
|
legDict[ hist ].Draw( "same" )
|
| 1006 |
|
|
ROOT.gPad.SetLogy()
|
| 1007 |
|
|
#ROOT.gPad.SetLogx()
|
| 1008 |
|
|
|
| 1009 |
|
|
ROOT.gPad.Update()
|
| 1010 |
|
|
|
| 1011 |
|
|
Def.DontQuit()
|
| 1012 |
|
|
pass
|
| 1013 |
|
|
|
| 1014 |
|
|
if drawEffCompare:
|
| 1015 |
|
|
dir = dirs[ 0 ]
|
| 1016 |
|
|
gList1 = [ ]
|
| 1017 |
|
|
lList = [ "W+Jets", "t#bar{t}" ]
|
| 1018 |
|
|
ytitle = "#epsilon^{reco}_{#tau}"
|
| 1019 |
|
|
xtitle = xtitle + xtitleAdd
|
| 1020 |
|
|
cDict[ hist ] = ROOT.TCanvas( "Pt" , "Pt" )
|
| 1021 |
|
|
cDict[ hist ].cd()
|
| 1022 |
|
|
graph[ hist ] = {}
|
| 1023 |
|
|
for file in sampleList:
|
| 1024 |
|
|
#print file
|
| 1025 |
|
|
graph[ hist ][ file ] = ROOT.TGraphAsymmErrors()
|
| 1026 |
|
|
#for i in range( 1, Mean[ hist ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 1027 |
|
|
for i in range( 1, Mean[ hist ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 1028 |
|
|
y = Mean[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1029 |
|
|
x = Mean[ hist ][ file ][ dir ].GetBinCenter( i )
|
| 1030 |
|
|
yerrup = ErrUp[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1031 |
|
|
yerrdwn = ErrDwn[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1032 |
|
|
binwidth = Mean[ hist ][ file ][ dir ].GetBinWidth( i )
|
| 1033 |
|
|
graph[ hist ][ file ].SetPoint( i-1, x, y )
|
| 1034 |
|
|
graph[ hist ][ file ].SetPointError( i-1, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 1035 |
|
|
pass
|
| 1036 |
|
|
graph[ hist ][ file ].UseCurrentStyle()
|
| 1037 |
|
|
mstyle = 22
|
| 1038 |
|
|
#if file == "Data":
|
| 1039 |
|
|
# mstyle = 26
|
| 1040 |
|
|
# pass
|
| 1041 |
|
|
c = colorDict[ file ]
|
| 1042 |
|
|
|
| 1043 |
|
|
Style.setHistStyle( graph[ hist ][ file ],
|
| 1044 |
|
|
status="Err",
|
| 1045 |
|
|
color=c,
|
| 1046 |
|
|
xTitle=xtitle,
|
| 1047 |
|
|
yTitle=ytitle,
|
| 1048 |
|
|
title=title,
|
| 1049 |
|
|
markerStyle=mstyle
|
| 1050 |
|
|
)
|
| 1051 |
|
|
gList1.append( graph[ hist ][ file ] )
|
| 1052 |
|
|
pass
|
| 1053 |
|
|
#print "draw"
|
| 1054 |
|
|
option = "PA"
|
| 1055 |
|
|
for file in sampleList:
|
| 1056 |
|
|
graph[ hist ][ file ].Draw( option )
|
| 1057 |
|
|
if option == "PA":
|
| 1058 |
|
|
graph[ hist ][ file ].SetMinimum( 10**-3 )
|
| 1059 |
|
|
graph[ hist ][ file ].SetMaximum( 2*10**0 )
|
| 1060 |
|
|
pass
|
| 1061 |
|
|
option = "P"
|
| 1062 |
|
|
pass
|
| 1063 |
|
|
|
| 1064 |
|
|
### i am legend
|
| 1065 |
|
|
legDict[ hist ] = Style.makeLegendSimple( gList1,
|
| 1066 |
|
|
lList,
|
| 1067 |
|
|
#statusDict=statusDict,
|
| 1068 |
|
|
style="ep",
|
| 1069 |
|
|
position="umr" )
|
| 1070 |
|
|
|
| 1071 |
|
|
|
| 1072 |
|
|
legDict[ hist ].Draw( "same" )
|
| 1073 |
|
|
|
| 1074 |
|
|
ROOT.gPad.SetLogy()
|
| 1075 |
|
|
#ROOT.gPad.SetLogx()
|
| 1076 |
|
|
|
| 1077 |
|
|
ROOT.gPad.Update()
|
| 1078 |
|
|
|
| 1079 |
|
|
Def.DontQuit()
|
| 1080 |
|
|
pass
|
| 1081 |
|
|
|
| 1082 |
|
|
if drawFakesCompare:
|
| 1083 |
|
|
dir = "FakeRateInvertMHTLoose/"
|
| 1084 |
|
|
#dir = dirs.at( 0 )
|
| 1085 |
|
|
gList1 = []
|
| 1086 |
|
|
gList2 = []
|
| 1087 |
|
|
if "JetTauPtJPT" in initialHistDict.keys():
|
| 1088 |
|
|
hist = "JetTauPtJPT"
|
| 1089 |
|
|
xtitle = "P_{T}^{jet} [GeV]"
|
| 1090 |
|
|
ytitle = "fake rate"
|
| 1091 |
|
|
title = "HT>350 GeV, MHT<20 GeV"
|
| 1092 |
|
|
cDict[ hist ] = ROOT.TCanvas( "Pt" , "Pt" )
|
| 1093 |
|
|
cDict[ hist ].cd()
|
| 1094 |
|
|
graph[ hist ] = {}
|
| 1095 |
|
|
for file in [ "QCDFlat", "Data" ]:
|
| 1096 |
|
|
graph[ hist ][ file ] = ROOT.TGraphAsymmErrors()
|
| 1097 |
|
|
for i in range( 1, Mean[ hist ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 1098 |
|
|
y = Mean[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1099 |
|
|
x = Mean[ hist ][ file ][ dir ].GetBinCenter( i )
|
| 1100 |
|
|
yerrup = ErrUp[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1101 |
|
|
yerrdwn = ErrDwn[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1102 |
|
|
binwidth = Mean[ hist ][ file ][ dir ].GetBinWidth( i )
|
| 1103 |
|
|
graph[ hist ][ file ].SetPoint( i-1, x, y )
|
| 1104 |
|
|
graph[ hist ][ file ].SetPointError( i-1, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 1105 |
|
|
pass
|
| 1106 |
|
|
graph[ hist ][ file ].UseCurrentStyle()
|
| 1107 |
|
|
mstyle = 22
|
| 1108 |
|
|
if file == "Data":
|
| 1109 |
|
|
mstyle = 26
|
| 1110 |
|
|
pass
|
| 1111 |
|
|
c = colorDict[ hist ]
|
| 1112 |
|
|
if file == "Data":
|
| 1113 |
|
|
c = colorDict[ hist + file ]
|
| 1114 |
|
|
pass
|
| 1115 |
|
|
Style.setHistStyle( graph[ hist ][ file ],
|
| 1116 |
|
|
status="Err",
|
| 1117 |
|
|
color=c,
|
| 1118 |
|
|
xTitle=xtitle,
|
| 1119 |
|
|
yTitle=ytitle,
|
| 1120 |
|
|
title=title,
|
| 1121 |
|
|
markerStyle=mstyle
|
| 1122 |
|
|
)
|
| 1123 |
|
|
gList1.append( graph[ hist ][ file ] )
|
| 1124 |
|
|
pass
|
| 1125 |
|
|
graph[ hist ][ "QCDFlat" ].Draw( "PA" )
|
| 1126 |
|
|
graph[ hist ][ "Data" ].Draw( "P" )
|
| 1127 |
|
|
|
| 1128 |
|
|
### i am legend
|
| 1129 |
|
|
legDict[ hist ] = Style.makeLegendSimple( gList1,
|
| 1130 |
|
|
[ "Simulation", "Data" ],
|
| 1131 |
|
|
#statusDict=statusDict,
|
| 1132 |
|
|
style="ep",
|
| 1133 |
|
|
position="umr" )
|
| 1134 |
|
|
|
| 1135 |
|
|
|
| 1136 |
|
|
legDict[ hist ].Draw( "same" )
|
| 1137 |
|
|
|
| 1138 |
|
|
ROOT.gPad.SetLogy()
|
| 1139 |
|
|
pass
|
| 1140 |
|
|
|
| 1141 |
|
|
if "JetTauEtaJPT" in initialHistDict.keys():
|
| 1142 |
|
|
hist = "JetTauEtaJPT"
|
| 1143 |
|
|
xtitle = "#eta^{jet}"
|
| 1144 |
|
|
ytitle = "fake rate"
|
| 1145 |
|
|
title = "HT>350 GeV, MHT<20 GeV"
|
| 1146 |
|
|
cDict[ hist ] = ROOT.TCanvas( "Eta" , "Eta" )
|
| 1147 |
|
|
cDict[ hist ].cd()
|
| 1148 |
|
|
graph[ hist ] = {}
|
| 1149 |
|
|
for file in [ "Data", "QCDFlat" ]:
|
| 1150 |
|
|
graph[ hist ][ file ] = ROOT.TGraphAsymmErrors()
|
| 1151 |
|
|
for i in range( 1, Mean[ hist ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 1152 |
|
|
y = Mean[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1153 |
|
|
x = Mean[ hist ][ file ][ dir ].GetBinCenter( i )
|
| 1154 |
|
|
yerrup = ErrUp[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1155 |
|
|
yerrdwn = ErrDwn[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1156 |
|
|
binwidth = Mean[ hist ][ file ][ dir ].GetBinWidth( i )
|
| 1157 |
|
|
graph[ hist ][ file ].SetPoint( i-1, x, y )
|
| 1158 |
|
|
graph[ hist ][ file ].SetPointError( i-1, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 1159 |
|
|
pass
|
| 1160 |
|
|
graph[ hist ][ file ].UseCurrentStyle()
|
| 1161 |
|
|
mstyle = 22
|
| 1162 |
|
|
if file == "Data":
|
| 1163 |
|
|
mstyle = 26
|
| 1164 |
|
|
pass
|
| 1165 |
|
|
Style.setHistStyle( graph[ hist ][ file ],
|
| 1166 |
|
|
status="Err",
|
| 1167 |
|
|
color=colorDict[ hist ],
|
| 1168 |
|
|
xTitle=xtitle,
|
| 1169 |
|
|
yTitle=ytitle,
|
| 1170 |
|
|
title=title,
|
| 1171 |
|
|
markerStyle=mstyle
|
| 1172 |
|
|
)
|
| 1173 |
|
|
gList2.append( graph[ hist ][ file ] )
|
| 1174 |
|
|
pass
|
| 1175 |
|
|
graph[ hist ][ "QCDFlat" ].Draw( "PA" )
|
| 1176 |
|
|
graph[ hist ][ "Data" ].Draw( "P" )
|
| 1177 |
|
|
ROOT.gPad.SetLogy()
|
| 1178 |
|
|
|
| 1179 |
|
|
### i am legend
|
| 1180 |
|
|
legDict[ hist ] = Style.makeLegendSimple( gList2,
|
| 1181 |
|
|
[ "QCD", "Data" ],
|
| 1182 |
|
|
#statusDict=statusDict,
|
| 1183 |
|
|
style="ep",
|
| 1184 |
|
|
position="umr" )
|
| 1185 |
|
|
|
| 1186 |
|
|
|
| 1187 |
|
|
legDict[ hist ].Draw( "same" )
|
| 1188 |
|
|
pass
|
| 1189 |
|
|
|
| 1190 |
|
|
if "JetTauPtJPTeta1" in initialHistDict.keys():
|
| 1191 |
|
|
hist = "JetTauPtJPTeta1"
|
| 1192 |
|
|
xtitle = "P_{T}^{jet} [GeV]"
|
| 1193 |
|
|
ytitle = "fake rate"
|
| 1194 |
|
|
title = "HT>350 GeV, MHT<20 GeV"
|
| 1195 |
|
|
cDict[ hist ] = ROOT.TCanvas( hist , hist )
|
| 1196 |
|
|
cDict[ hist ].cd()
|
| 1197 |
|
|
same = "A"
|
| 1198 |
|
|
graphList = []
|
| 1199 |
|
|
for h in [ "JetTauPtJPTeta1" ]:
|
| 1200 |
|
|
graph[ h ] = {}
|
| 1201 |
|
|
for file in [ "Data" , "QCDFlat" ]:
|
| 1202 |
|
|
graph[ h ][ file ] = ROOT.TGraphAsymmErrors()
|
| 1203 |
|
|
for i in range( 1, Mean[ h ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 1204 |
|
|
y = Mean[ h ][ file ][ dir ].GetBinContent( i )
|
| 1205 |
|
|
x = Mean[ h ][ file ][ dir ].GetBinCenter( i )
|
| 1206 |
|
|
yerrup = ErrUp[ h ][ file ][ dir ].GetBinContent( i )
|
| 1207 |
|
|
yerrdwn = ErrDwn[ h ][ file ][ dir ].GetBinContent( i )
|
| 1208 |
|
|
binwidth = Mean[ h ][ file ][ dir ].GetBinWidth( i )
|
| 1209 |
|
|
graph[ h ][ file ].SetPoint( i-1, x, y )
|
| 1210 |
|
|
graph[ h ][ file ].SetPointError( i-1, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 1211 |
|
|
pass
|
| 1212 |
|
|
graph[ h ][ file ].UseCurrentStyle()
|
| 1213 |
|
|
mstyle = 22
|
| 1214 |
|
|
if file == "Data":
|
| 1215 |
|
|
mstyle = 26
|
| 1216 |
|
|
pass
|
| 1217 |
|
|
c = colorDict[ h ]
|
| 1218 |
|
|
if file == "Data":
|
| 1219 |
|
|
c = colorDict[ h + file ]
|
| 1220 |
|
|
pass
|
| 1221 |
|
|
Style.setHistStyle( graph[ h ][ file ],
|
| 1222 |
|
|
status="Err",
|
| 1223 |
|
|
color=c,
|
| 1224 |
|
|
xTitle=xtitle,
|
| 1225 |
|
|
yTitle=ytitle,
|
| 1226 |
|
|
title=title,
|
| 1227 |
|
|
markerStyle=mstyle
|
| 1228 |
|
|
)
|
| 1229 |
|
|
pass
|
| 1230 |
|
|
graph[ h ][ "QCDFlat" ].Draw( "P" + same )
|
| 1231 |
|
|
if same == "A":
|
| 1232 |
|
|
graph[ h ][ file ].GetYaxis().SetRangeUser( 10**-5,1 )
|
| 1233 |
|
|
pass
|
| 1234 |
|
|
same = "same"
|
| 1235 |
|
|
graph[ h ][ "Data" ].Draw( "P" + same )
|
| 1236 |
|
|
graphList.append( graph[ h ][ "QCDFlat" ] )
|
| 1237 |
|
|
graphList.append( graph[ h ][ "Data" ] )
|
| 1238 |
|
|
pass
|
| 1239 |
|
|
pass
|
| 1240 |
|
|
ROOT.gPad.SetLogy()
|
| 1241 |
|
|
### i am legend
|
| 1242 |
|
|
legDict[ hist ] = Style.makeLegendSimple( graphList,
|
| 1243 |
|
|
[ "Sim |#eta|<1","Data |#eta|<1" ],
|
| 1244 |
|
|
#statusDict=statusDict,
|
| 1245 |
|
|
style="ep",
|
| 1246 |
|
|
position="umr" )
|
| 1247 |
|
|
|
| 1248 |
|
|
|
| 1249 |
|
|
legDict[ hist ].Draw( "same" )
|
| 1250 |
|
|
|
| 1251 |
|
|
if "JetTauPtJPTeta2" in initialHistDict.keys():
|
| 1252 |
|
|
hist = "JetTauPtJPTeta2"
|
| 1253 |
|
|
xtitle = "P_{T}^{jet} [GeV]"
|
| 1254 |
|
|
ytitle = "fake rate"
|
| 1255 |
|
|
title = "HT>350 GeV, MHT<20 GeV"
|
| 1256 |
|
|
cDict[ hist ] = ROOT.TCanvas( hist , hist )
|
| 1257 |
|
|
cDict[ hist ].cd()
|
| 1258 |
|
|
same = "A"
|
| 1259 |
|
|
graphList = []
|
| 1260 |
|
|
for h in [ "JetTauPtJPTeta2" ]:
|
| 1261 |
|
|
graph[ h ] = {}
|
| 1262 |
|
|
for file in [ "Data" , "QCDFlat" ]:
|
| 1263 |
|
|
graph[ h ][ file ] = ROOT.TGraphAsymmErrors()
|
| 1264 |
|
|
for i in range( 1, Mean[ h ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 1265 |
|
|
y = Mean[ h ][ file ][ dir ].GetBinContent( i )
|
| 1266 |
|
|
x = Mean[ h ][ file ][ dir ].GetBinCenter( i )
|
| 1267 |
|
|
yerrup = ErrUp[ h ][ file ][ dir ].GetBinContent( i )
|
| 1268 |
|
|
yerrdwn = ErrDwn[ h ][ file ][ dir ].GetBinContent( i )
|
| 1269 |
|
|
binwidth = Mean[ h ][ file ][ dir ].GetBinWidth( i )
|
| 1270 |
|
|
graph[ h ][ file ].SetPoint( i-1, x, y )
|
| 1271 |
|
|
graph[ h ][ file ].SetPointError( i-1, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 1272 |
|
|
pass
|
| 1273 |
|
|
graph[ h ][ file ].UseCurrentStyle()
|
| 1274 |
|
|
mstyle = 22
|
| 1275 |
|
|
if file == "Data":
|
| 1276 |
|
|
mstyle = 26
|
| 1277 |
|
|
pass
|
| 1278 |
|
|
c = colorDict[ h ]
|
| 1279 |
|
|
if file == "Data":
|
| 1280 |
|
|
c = colorDict[ h + file ]
|
| 1281 |
|
|
pass
|
| 1282 |
|
|
Style.setHistStyle( graph[ h ][ file ],
|
| 1283 |
|
|
status="Err",
|
| 1284 |
|
|
color=c,
|
| 1285 |
|
|
xTitle=xtitle,
|
| 1286 |
|
|
yTitle=ytitle,
|
| 1287 |
|
|
title=title,
|
| 1288 |
|
|
markerStyle=mstyle
|
| 1289 |
|
|
)
|
| 1290 |
|
|
pass
|
| 1291 |
|
|
graph[ h ][ "QCDFlat" ].Draw( "P" + same )
|
| 1292 |
|
|
if same == "A":
|
| 1293 |
|
|
graph[ h ][ file ].GetYaxis().SetRangeUser( 10**-5,1 )
|
| 1294 |
|
|
pass
|
| 1295 |
|
|
same = "same"
|
| 1296 |
|
|
graph[ h ][ "Data" ].Draw( "P" + same )
|
| 1297 |
|
|
graphList.append( graph[ h ][ "QCDFlat" ] )
|
| 1298 |
|
|
graphList.append( graph[ h ][ "Data" ] )
|
| 1299 |
|
|
pass
|
| 1300 |
|
|
pass
|
| 1301 |
|
|
ROOT.gPad.SetLogy()
|
| 1302 |
|
|
### i am legend
|
| 1303 |
|
|
legDict[ hist ] = Style.makeLegendSimple( graphList,
|
| 1304 |
|
|
[ "Sim 1<|#eta|<1.5","Data 1<|#eta|<1.5" ],
|
| 1305 |
|
|
#statusDict=statusDict,
|
| 1306 |
|
|
style="ep",
|
| 1307 |
|
|
position="umr" )
|
| 1308 |
|
|
|
| 1309 |
|
|
|
| 1310 |
|
|
legDict[ hist ].Draw( "same" )
|
| 1311 |
|
|
|
| 1312 |
|
|
|
| 1313 |
|
|
if "JetTauPtJPTeta25" in initialHistDict.keys():
|
| 1314 |
|
|
hist = "JetTauPtJPTeta25"
|
| 1315 |
|
|
xtitle = "P_{T}^{jet} [GeV]"
|
| 1316 |
|
|
ytitle = "fake rate"
|
| 1317 |
|
|
title = "HT>350 GeV, MHT<20 GeV"
|
| 1318 |
|
|
cDict[ hist ] = ROOT.TCanvas( hist , hist )
|
| 1319 |
|
|
cDict[ hist ].cd()
|
| 1320 |
|
|
same = "A"
|
| 1321 |
|
|
graphList = []
|
| 1322 |
|
|
for h in [ "JetTauPtJPTeta25" ]:
|
| 1323 |
|
|
graph[ h ] = {}
|
| 1324 |
|
|
for file in [ "Data" , "QCDFlat" ]:
|
| 1325 |
|
|
graph[ h ][ file ] = ROOT.TGraphAsymmErrors()
|
| 1326 |
|
|
for i in range( 1, Mean[ h ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 1327 |
|
|
y = Mean[ h ][ file ][ dir ].GetBinContent( i )
|
| 1328 |
|
|
x = Mean[ h ][ file ][ dir ].GetBinCenter( i )
|
| 1329 |
|
|
yerrup = ErrUp[ h ][ file ][ dir ].GetBinContent( i )
|
| 1330 |
|
|
yerrdwn = ErrDwn[ h ][ file ][ dir ].GetBinContent( i )
|
| 1331 |
|
|
binwidth = Mean[ h ][ file ][ dir ].GetBinWidth( i )
|
| 1332 |
|
|
graph[ h ][ file ].SetPoint( i-1, x, y )
|
| 1333 |
|
|
graph[ h ][ file ].SetPointError( i-1, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 1334 |
|
|
pass
|
| 1335 |
|
|
graph[ h ][ file ].UseCurrentStyle()
|
| 1336 |
|
|
mstyle = 22
|
| 1337 |
|
|
if file == "Data":
|
| 1338 |
|
|
mstyle = 26
|
| 1339 |
|
|
pass
|
| 1340 |
|
|
c = colorDict[ h ]
|
| 1341 |
|
|
if file == "Data":
|
| 1342 |
|
|
c = colorDict[ h + file ]
|
| 1343 |
|
|
pass
|
| 1344 |
|
|
Style.setHistStyle( graph[ h ][ file ],
|
| 1345 |
|
|
status="Err",
|
| 1346 |
|
|
color=c,
|
| 1347 |
|
|
xTitle=xtitle,
|
| 1348 |
|
|
yTitle=ytitle,
|
| 1349 |
|
|
title=title,
|
| 1350 |
|
|
markerStyle=mstyle
|
| 1351 |
|
|
)
|
| 1352 |
|
|
pass
|
| 1353 |
|
|
graph[ h ][ "QCDFlat" ].Draw( "P" + same )
|
| 1354 |
|
|
if same == "A":
|
| 1355 |
|
|
graph[ h ][ file ].GetYaxis().SetRangeUser( 10**-5,1 )
|
| 1356 |
|
|
pass
|
| 1357 |
|
|
same = "same"
|
| 1358 |
|
|
graph[ h ][ "Data" ].Draw( "P" + same )
|
| 1359 |
|
|
graphList.append( graph[ h ][ "QCDFlat" ] )
|
| 1360 |
|
|
graphList.append( graph[ h ][ "Data" ] )
|
| 1361 |
|
|
pass
|
| 1362 |
|
|
pass
|
| 1363 |
|
|
ROOT.gPad.SetLogy()
|
| 1364 |
|
|
### i am legend
|
| 1365 |
|
|
legDict[ hist ] = Style.makeLegendSimple( graphList,
|
| 1366 |
|
|
[ "Sim 1.5<|#eta|<2.1", "Data 1.5<|#eta|<2.1" ],
|
| 1367 |
|
|
#statusDict=statusDict,
|
| 1368 |
|
|
style="ep",
|
| 1369 |
|
|
position="umr" )
|
| 1370 |
|
|
|
| 1371 |
|
|
|
| 1372 |
|
|
legDict[ hist ].Draw( "same" )
|
| 1373 |
|
|
|
| 1374 |
|
|
|
| 1375 |
|
|
gList4 = []
|
| 1376 |
|
|
if "NVertexTau" in initialHistDict.keys():
|
| 1377 |
|
|
hist = "NVertexTau"
|
| 1378 |
|
|
xtitle = "number of vertices"
|
| 1379 |
|
|
ytitle = "fake rate"
|
| 1380 |
|
|
title = "HT>350 GeV, MHT<20 GeV"
|
| 1381 |
|
|
cDict[ hist ] = ROOT.TCanvas( "nVertex" , "nVertex" )
|
| 1382 |
|
|
cDict[ hist ].cd()
|
| 1383 |
|
|
graph[ hist ] = {}
|
| 1384 |
|
|
for file in [ "QCDFlat", "Data" ]:
|
| 1385 |
|
|
graph[ hist ][ file ] = ROOT.TGraphAsymmErrors()
|
| 1386 |
|
|
for i in range( 1, Mean[ hist ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 1387 |
|
|
y = Mean[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1388 |
|
|
x = Mean[ hist ][ file ][ dir ].GetBinCenter( i )
|
| 1389 |
|
|
yerrup = ErrUp[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1390 |
|
|
yerrdwn = ErrDwn[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1391 |
|
|
binwidth = Mean[ hist ][ file ][ dir ].GetBinWidth( i )
|
| 1392 |
|
|
graph[ hist ][ file ].SetPoint( i-1, x, y )
|
| 1393 |
|
|
graph[ hist ][ file ].SetPointError( i-1, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 1394 |
|
|
pass
|
| 1395 |
|
|
graph[ hist ][ file ].UseCurrentStyle()
|
| 1396 |
|
|
mstyle = 22
|
| 1397 |
|
|
if file == "Data":
|
| 1398 |
|
|
mstyle = 26
|
| 1399 |
|
|
pass
|
| 1400 |
|
|
c = colorDict[ hist ]
|
| 1401 |
|
|
if file == "Data":
|
| 1402 |
|
|
c = colorDict[ hist + file ]
|
| 1403 |
|
|
pass
|
| 1404 |
|
|
Style.setHistStyle( graph[ hist ][ file ],
|
| 1405 |
|
|
status="Err",
|
| 1406 |
|
|
color=c,
|
| 1407 |
|
|
xTitle=xtitle,
|
| 1408 |
|
|
yTitle=ytitle,
|
| 1409 |
|
|
title=title,
|
| 1410 |
|
|
markerStyle=mstyle
|
| 1411 |
|
|
)
|
| 1412 |
|
|
gList4.append( graph[ hist ][ file ] )
|
| 1413 |
|
|
pass
|
| 1414 |
|
|
graph[ hist ][ "QCDFlat" ].Draw( "PA" )
|
| 1415 |
|
|
graph[ hist ][ "Data" ].Draw( "P" )
|
| 1416 |
|
|
|
| 1417 |
|
|
### i am legend
|
| 1418 |
|
|
legDict[ hist ] = Style.makeLegendSimple( gList4,
|
| 1419 |
|
|
[ "Simulation", "Data" ],
|
| 1420 |
|
|
#statusDict=statusDict,
|
| 1421 |
|
|
style="ep",
|
| 1422 |
|
|
position="umr" )
|
| 1423 |
|
|
|
| 1424 |
|
|
|
| 1425 |
|
|
legDict[ hist ].Draw( "same" )
|
| 1426 |
|
|
|
| 1427 |
|
|
ROOT.gPad.SetLogy()
|
| 1428 |
|
|
pass
|
| 1429 |
|
|
|
| 1430 |
|
|
|
| 1431 |
|
|
Def.DontQuit()
|
| 1432 |
|
|
pass
|
| 1433 |
|
|
|
| 1434 |
|
|
if drawFakes:
|
| 1435 |
|
|
file = "QCDFlat"
|
| 1436 |
|
|
#file = "ZJets"
|
| 1437 |
|
|
#file = "WZJets"
|
| 1438 |
|
|
#file = "Zinv"
|
| 1439 |
|
|
if isData:
|
| 1440 |
|
|
file = "Data"
|
| 1441 |
|
|
pass
|
| 1442 |
|
|
dir = "FakeRateInvertMHTLoose/"
|
| 1443 |
|
|
dir = dirs[ 0 ]
|
| 1444 |
|
|
if "JetTauPtJPT" in initialHistDict.keys():
|
| 1445 |
|
|
hist = "JetTauPtJPT"
|
| 1446 |
|
|
xtitle = "P_{T}^{jet} [GeV]"
|
| 1447 |
|
|
ytitle = "fake rate"
|
| 1448 |
|
|
title = "QCD simulation, H_{T}>350 GeV, #slashH_{T}<20 GeV"
|
| 1449 |
|
|
#title = "ZJets simulation, HT>350 GeV, MHT<20 GeV"
|
| 1450 |
|
|
if isData:
|
| 1451 |
|
|
title = "Data, HT>350 GeV, MHT<20 GeV"
|
| 1452 |
|
|
pass
|
| 1453 |
|
|
cDict[ hist ] = ROOT.TCanvas( "Pt" , "Pt" )
|
| 1454 |
|
|
cDict[ hist ].cd()
|
| 1455 |
|
|
graph[ hist ] = ROOT.TGraphAsymmErrors()
|
| 1456 |
|
|
for i in range( 1, Mean[ hist ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 1457 |
|
|
y = Mean[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1458 |
|
|
x = Mean[ hist ][ file ][ dir ].GetBinCenter( i )
|
| 1459 |
|
|
yerrup = ErrUp[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1460 |
|
|
yerrdwn = ErrDwn[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1461 |
|
|
binwidth = Mean[ hist ][ file ][ dir ].GetBinWidth( i )
|
| 1462 |
|
|
graph[ hist ].SetPoint( i-1, x, y )
|
| 1463 |
|
|
graph[ hist ].SetPointError( i-1, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 1464 |
|
|
pass
|
| 1465 |
|
|
graph[ hist ].UseCurrentStyle()
|
| 1466 |
|
|
Style.setHistStyle( graph[ hist ],
|
| 1467 |
|
|
status="Err",
|
| 1468 |
|
|
color=colorDict[ hist ],
|
| 1469 |
|
|
xTitle=xtitle,
|
| 1470 |
|
|
yTitle=ytitle,
|
| 1471 |
|
|
title=title
|
| 1472 |
|
|
)
|
| 1473 |
|
|
graph[ hist ].Draw( "PA" )
|
| 1474 |
|
|
ROOT.gPad.SetLogy()
|
| 1475 |
|
|
pass
|
| 1476 |
|
|
|
| 1477 |
|
|
if "JetTauDist" in initialHistDict.keys():
|
| 1478 |
|
|
hist = "JetTauDist"
|
| 1479 |
|
|
xtitle = "#Delta R(tau,jet)"
|
| 1480 |
|
|
ytitle = "fake rate"
|
| 1481 |
|
|
#title = "QCD simulation, HT>350 GeV, MHT<20 GeV"
|
| 1482 |
|
|
title = "ZJets simulation, HT>350 GeV, MHT<20 GeV"
|
| 1483 |
|
|
if isData:
|
| 1484 |
|
|
title = "Data, HT>350 GeV, MHT<20 GeV"
|
| 1485 |
|
|
pass
|
| 1486 |
|
|
cDict[ hist ] = ROOT.TCanvas( "Dis" , "Dist" )
|
| 1487 |
|
|
cDict[ hist ].cd()
|
| 1488 |
|
|
graph[ hist ] = ROOT.TGraphAsymmErrors()
|
| 1489 |
|
|
for i in range( 1, Mean[ hist ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 1490 |
|
|
y = Mean[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1491 |
|
|
x = Mean[ hist ][ file ][ dir ].GetBinCenter( i )
|
| 1492 |
|
|
yerrup = ErrUp[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1493 |
|
|
yerrdwn = ErrDwn[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1494 |
|
|
binwidth = Mean[ hist ][ file ][ dir ].GetBinWidth( i )
|
| 1495 |
|
|
graph[ hist ].SetPoint( i-1, x, y )
|
| 1496 |
|
|
graph[ hist ].SetPointError( i-1, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 1497 |
|
|
pass
|
| 1498 |
|
|
graph[ hist ].UseCurrentStyle()
|
| 1499 |
|
|
Style.setHistStyle( graph[ hist ],
|
| 1500 |
|
|
status="Err",
|
| 1501 |
|
|
color=colorDict[ hist ],
|
| 1502 |
|
|
xTitle=xtitle,
|
| 1503 |
|
|
yTitle=ytitle,
|
| 1504 |
|
|
title=title
|
| 1505 |
|
|
)
|
| 1506 |
|
|
graph[ hist ].Draw( "PA" )
|
| 1507 |
|
|
ROOT.gPad.SetLogy()
|
| 1508 |
|
|
pass
|
| 1509 |
|
|
|
| 1510 |
|
|
if "JetTauIso" in initialHistDict.keys():
|
| 1511 |
|
|
hist = "JetTauIso"
|
| 1512 |
|
|
xtitle = "tau particle isolation"
|
| 1513 |
|
|
ytitle = "fake rate"
|
| 1514 |
|
|
#title = "QCD simulation, HT>350 GeV, MHT<20 GeV"
|
| 1515 |
|
|
title = "ZJets simulation, HT>350 GeV, MHT<20 GeV"
|
| 1516 |
|
|
if isData:
|
| 1517 |
|
|
title = "Data, HT>350 GeV, MHT<20 GeV"
|
| 1518 |
|
|
pass
|
| 1519 |
|
|
cDict[ hist ] = ROOT.TCanvas( "Iso" , "Iso" )
|
| 1520 |
|
|
cDict[ hist ].cd()
|
| 1521 |
|
|
graph[ hist ] = ROOT.TGraphAsymmErrors()
|
| 1522 |
|
|
for i in range( 1, Mean[ hist ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 1523 |
|
|
y = Mean[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1524 |
|
|
x = Mean[ hist ][ file ][ dir ].GetBinCenter( i )
|
| 1525 |
|
|
yerrup = ErrUp[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1526 |
|
|
yerrdwn = ErrDwn[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1527 |
|
|
binwidth = Mean[ hist ][ file ][ dir ].GetBinWidth( i )
|
| 1528 |
|
|
graph[ hist ].SetPoint( i-1, x, y )
|
| 1529 |
|
|
graph[ hist ].SetPointError( i-1, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 1530 |
|
|
pass
|
| 1531 |
|
|
graph[ hist ].UseCurrentStyle()
|
| 1532 |
|
|
Style.setHistStyle( graph[ hist ],
|
| 1533 |
|
|
status="Err",
|
| 1534 |
|
|
color=colorDict[ hist ],
|
| 1535 |
|
|
xTitle=xtitle,
|
| 1536 |
|
|
yTitle=ytitle,
|
| 1537 |
|
|
title=title
|
| 1538 |
|
|
)
|
| 1539 |
|
|
graph[ hist ].Draw( "PA" )
|
| 1540 |
|
|
ROOT.gPad.SetLogy()
|
| 1541 |
|
|
pass
|
| 1542 |
|
|
|
| 1543 |
|
|
if "JetTauIsoRel" in initialHistDict.keys():
|
| 1544 |
|
|
hist = "JetTauIsoRel"
|
| 1545 |
|
|
xtitle = "tau particle isolation / tau pt"
|
| 1546 |
|
|
ytitle = "fake rate"
|
| 1547 |
|
|
#title = "QCD simulation, HT>350 GeV, MHT<20 GeV"
|
| 1548 |
|
|
title = "ZJets simulation, HT>350 GeV, MHT<20 GeV"
|
| 1549 |
|
|
if isData:
|
| 1550 |
|
|
title = "Data, HT>350 GeV, MHT<20 GeV"
|
| 1551 |
|
|
pass
|
| 1552 |
|
|
cDict[ hist ] = ROOT.TCanvas( "IsoRel" , "IsoRel" )
|
| 1553 |
|
|
cDict[ hist ].cd()
|
| 1554 |
|
|
graph[ hist ] = ROOT.TGraphAsymmErrors()
|
| 1555 |
|
|
for i in range( 1, Mean[ hist ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 1556 |
|
|
y = Mean[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1557 |
|
|
x = Mean[ hist ][ file ][ dir ].GetBinCenter( i )
|
| 1558 |
|
|
yerrup = ErrUp[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1559 |
|
|
yerrdwn = ErrDwn[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1560 |
|
|
binwidth = Mean[ hist ][ file ][ dir ].GetBinWidth( i )
|
| 1561 |
|
|
graph[ hist ].SetPoint( i-1, x, y )
|
| 1562 |
|
|
graph[ hist ].SetPointError( i-1, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 1563 |
|
|
pass
|
| 1564 |
|
|
graph[ hist ].UseCurrentStyle()
|
| 1565 |
|
|
Style.setHistStyle( graph[ hist ],
|
| 1566 |
|
|
status="Err",
|
| 1567 |
|
|
color=colorDict[ hist ],
|
| 1568 |
|
|
xTitle=xtitle,
|
| 1569 |
|
|
yTitle=ytitle,
|
| 1570 |
|
|
title=title
|
| 1571 |
|
|
)
|
| 1572 |
|
|
graph[ hist ].Draw( "PA" )
|
| 1573 |
|
|
ROOT.gPad.SetLogy()
|
| 1574 |
|
|
pass
|
| 1575 |
|
|
|
| 1576 |
|
|
if "JetTauNCharged" in initialHistDict.keys():
|
| 1577 |
|
|
hist = "JetTauNCharged"
|
| 1578 |
|
|
xtitle = "n(charged hadrons) in iso cone"
|
| 1579 |
|
|
ytitle = "fake rate"
|
| 1580 |
|
|
title = "QCD simulation, HT>350 GeV, MHT<20 GeV"
|
| 1581 |
|
|
if isData:
|
| 1582 |
|
|
title = "Data, HT>350 GeV, MHT<20 GeV"
|
| 1583 |
|
|
pass
|
| 1584 |
|
|
cDict[ hist ] = ROOT.TCanvas( "NC" , "NC" )
|
| 1585 |
|
|
cDict[ hist ].cd()
|
| 1586 |
|
|
graph[ hist ] = ROOT.TGraphAsymmErrors()
|
| 1587 |
|
|
for i in range( 1, Mean[ hist ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 1588 |
|
|
y = Mean[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1589 |
|
|
x = Mean[ hist ][ file ][ dir ].GetBinCenter( i )
|
| 1590 |
|
|
yerrup = ErrUp[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1591 |
|
|
yerrdwn = ErrDwn[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1592 |
|
|
binwidth = Mean[ hist ][ file ][ dir ].GetBinWidth( i )
|
| 1593 |
|
|
graph[ hist ].SetPoint( i-1, x, y )
|
| 1594 |
|
|
graph[ hist ].SetPointError( i-1, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 1595 |
|
|
pass
|
| 1596 |
|
|
graph[ hist ].UseCurrentStyle()
|
| 1597 |
|
|
Style.setHistStyle( graph[ hist ],
|
| 1598 |
|
|
status="Err",
|
| 1599 |
|
|
color=colorDict[ hist ],
|
| 1600 |
|
|
xTitle=xtitle,
|
| 1601 |
|
|
yTitle=ytitle,
|
| 1602 |
|
|
title=title
|
| 1603 |
|
|
)
|
| 1604 |
|
|
graph[ hist ].Draw( "PA" )
|
| 1605 |
|
|
ROOT.gPad.SetLogy()
|
| 1606 |
|
|
pass
|
| 1607 |
|
|
|
| 1608 |
|
|
if "JetTauNGamma" in initialHistDict.keys():
|
| 1609 |
|
|
hist = "JetTauNGamma"
|
| 1610 |
|
|
xtitle = "n(gamma cand) in iso cone"
|
| 1611 |
|
|
ytitle = "fake rate"
|
| 1612 |
|
|
title = "QCD simulation, HT>350 GeV, MHT<20 GeV"
|
| 1613 |
|
|
if isData:
|
| 1614 |
|
|
title = "Data, HT>350 GeV, MHT<20 GeV"
|
| 1615 |
|
|
pass
|
| 1616 |
|
|
cDict[ hist ] = ROOT.TCanvas( "NG" , "NG" )
|
| 1617 |
|
|
cDict[ hist ].cd()
|
| 1618 |
|
|
graph[ hist ] = ROOT.TGraphAsymmErrors()
|
| 1619 |
|
|
for i in range( 1, Mean[ hist ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 1620 |
|
|
y = Mean[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1621 |
|
|
x = Mean[ hist ][ file ][ dir ].GetBinCenter( i )
|
| 1622 |
|
|
yerrup = ErrUp[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1623 |
|
|
yerrdwn = ErrDwn[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1624 |
|
|
binwidth = Mean[ hist ][ file ][ dir ].GetBinWidth( i )
|
| 1625 |
|
|
graph[ hist ].SetPoint( i-1, x, y )
|
| 1626 |
|
|
graph[ hist ].SetPointError( i-1, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 1627 |
|
|
pass
|
| 1628 |
|
|
graph[ hist ].UseCurrentStyle()
|
| 1629 |
|
|
Style.setHistStyle( graph[ hist ],
|
| 1630 |
|
|
status="Err",
|
| 1631 |
|
|
color=colorDict[ hist ],
|
| 1632 |
|
|
xTitle=xtitle,
|
| 1633 |
|
|
yTitle=ytitle,
|
| 1634 |
|
|
title=title
|
| 1635 |
|
|
)
|
| 1636 |
|
|
graph[ hist ].Draw( "PA" )
|
| 1637 |
|
|
ROOT.gPad.SetLogy()
|
| 1638 |
|
|
pass
|
| 1639 |
|
|
|
| 1640 |
|
|
if "JetTauNNeutral" in initialHistDict.keys():
|
| 1641 |
|
|
hist = "JetTauNNeutral"
|
| 1642 |
|
|
xtitle = "n(neutral hadrons) in iso cone"
|
| 1643 |
|
|
ytitle = "fake rate"
|
| 1644 |
|
|
title = "QCD simulation, HT>350 GeV, MHT<20 GeV"
|
| 1645 |
|
|
if isData:
|
| 1646 |
|
|
title = "Data, HT>350 GeV, MHT<20 GeV"
|
| 1647 |
|
|
pass
|
| 1648 |
|
|
cDict[ hist ] = ROOT.TCanvas( "NN" , "NN" )
|
| 1649 |
|
|
cDict[ hist ].cd()
|
| 1650 |
|
|
graph[ hist ] = ROOT.TGraphAsymmErrors()
|
| 1651 |
|
|
for i in range( 1, Mean[ hist ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 1652 |
|
|
y = Mean[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1653 |
|
|
x = Mean[ hist ][ file ][ dir ].GetBinCenter( i )
|
| 1654 |
|
|
yerrup = ErrUp[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1655 |
|
|
yerrdwn = ErrDwn[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1656 |
|
|
binwidth = Mean[ hist ][ file ][ dir ].GetBinWidth( i )
|
| 1657 |
|
|
graph[ hist ].SetPoint( i-1, x, y )
|
| 1658 |
|
|
graph[ hist ].SetPointError( i-1, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 1659 |
|
|
pass
|
| 1660 |
|
|
graph[ hist ].UseCurrentStyle()
|
| 1661 |
|
|
Style.setHistStyle( graph[ hist ],
|
| 1662 |
|
|
status="Err",
|
| 1663 |
|
|
color=colorDict[ hist ],
|
| 1664 |
|
|
xTitle=xtitle,
|
| 1665 |
|
|
yTitle=ytitle,
|
| 1666 |
|
|
title=title
|
| 1667 |
|
|
)
|
| 1668 |
|
|
graph[ hist ].Draw( "PA" )
|
| 1669 |
|
|
ROOT.gPad.SetLogy()
|
| 1670 |
|
|
pass
|
| 1671 |
|
|
|
| 1672 |
|
|
if "JetTauNCPlusG" in initialHistDict.keys():
|
| 1673 |
|
|
hist = "JetTauNCPlusG"
|
| 1674 |
|
|
xtitle = "n(charged + gamma) in iso cone"
|
| 1675 |
|
|
ytitle = "fake rate"
|
| 1676 |
|
|
title = "QCD simulation, HT>350 GeV, MHT<20 GeV"
|
| 1677 |
|
|
if isData:
|
| 1678 |
|
|
title = "Data, HT>350 GeV, MHT<20 GeV"
|
| 1679 |
|
|
pass
|
| 1680 |
|
|
cDict[ hist ] = ROOT.TCanvas( "NCG" , "NCG" )
|
| 1681 |
|
|
cDict[ hist ].cd()
|
| 1682 |
|
|
graph[ hist ] = ROOT.TGraphAsymmErrors()
|
| 1683 |
|
|
for i in range( 1, Mean[ hist ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 1684 |
|
|
y = Mean[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1685 |
|
|
x = Mean[ hist ][ file ][ dir ].GetBinCenter( i )
|
| 1686 |
|
|
yerrup = ErrUp[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1687 |
|
|
yerrdwn = ErrDwn[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1688 |
|
|
binwidth = Mean[ hist ][ file ][ dir ].GetBinWidth( i )
|
| 1689 |
|
|
graph[ hist ].SetPoint( i-1, x, y )
|
| 1690 |
|
|
graph[ hist ].SetPointError( i-1, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 1691 |
|
|
pass
|
| 1692 |
|
|
graph[ hist ].UseCurrentStyle()
|
| 1693 |
|
|
Style.setHistStyle( graph[ hist ],
|
| 1694 |
|
|
status="Err",
|
| 1695 |
|
|
color=colorDict[ hist ],
|
| 1696 |
|
|
xTitle=xtitle,
|
| 1697 |
|
|
yTitle=ytitle,
|
| 1698 |
|
|
title=title
|
| 1699 |
|
|
)
|
| 1700 |
|
|
graph[ hist ].Draw( "PA" )
|
| 1701 |
|
|
ROOT.gPad.SetLogy()
|
| 1702 |
|
|
pass
|
| 1703 |
|
|
|
| 1704 |
|
|
if "JetTauEtaJPT" in initialHistDict.keys():
|
| 1705 |
|
|
hist = "JetTauEtaJPT"
|
| 1706 |
|
|
xtitle = "#eta^{jet}"
|
| 1707 |
|
|
ytitle = "fake rate"
|
| 1708 |
|
|
#title = "QCD simulation, HT>350 GeV, MHT<20 GeV"
|
| 1709 |
|
|
title = "ZJets simulation, HT>350 GeV, MHT<20 GeV"
|
| 1710 |
|
|
cDict[ hist ] = ROOT.TCanvas( "Eta" , "Eta" )
|
| 1711 |
|
|
cDict[ hist ].cd()
|
| 1712 |
|
|
graph[ hist ] = ROOT.TGraphAsymmErrors()
|
| 1713 |
|
|
for i in range( 1, Mean[ hist ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 1714 |
|
|
y = Mean[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1715 |
|
|
x = Mean[ hist ][ file ][ dir ].GetBinCenter( i )
|
| 1716 |
|
|
yerrup = ErrUp[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1717 |
|
|
yerrdwn = ErrDwn[ hist ][ file ][ dir ].GetBinContent( i )
|
| 1718 |
|
|
binwidth = Mean[ hist ][ file ][ dir ].GetBinWidth( i )
|
| 1719 |
|
|
graph[ hist ].SetPoint( i-1, x, y )
|
| 1720 |
|
|
graph[ hist ].SetPointError( i-1, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 1721 |
|
|
pass
|
| 1722 |
|
|
graph[ hist ].UseCurrentStyle()
|
| 1723 |
|
|
Style.setHistStyle( graph[ hist ],
|
| 1724 |
|
|
status="Err",
|
| 1725 |
|
|
color=colorDict[ hist ],
|
| 1726 |
|
|
xTitle=xtitle,
|
| 1727 |
|
|
yTitle=ytitle,
|
| 1728 |
|
|
title=title
|
| 1729 |
|
|
)
|
| 1730 |
|
|
graph[ hist ].Draw( "PA" )
|
| 1731 |
|
|
ROOT.gPad.SetLogy()
|
| 1732 |
|
|
pass
|
| 1733 |
|
|
|
| 1734 |
|
|
if "JetTauPtJPTeta1" in initialHistDict.keys():
|
| 1735 |
|
|
hist = "JetTauPtJPTeta1"
|
| 1736 |
|
|
xtitle = "P_{T}^{jet} [GeV]"
|
| 1737 |
|
|
ytitle = "fake rate"
|
| 1738 |
|
|
#title = "QCD simulation, HT>350 GeV, MHT<20 GeV"
|
| 1739 |
|
|
title = "ZJets simulation, HT>350 GeV, MHT<20 GeV"
|
| 1740 |
|
|
cDict[ hist ] = ROOT.TCanvas( "PtBinned" , "PtBinned" )
|
| 1741 |
|
|
cDict[ hist ].cd()
|
| 1742 |
|
|
same = "A"
|
| 1743 |
|
|
graphList = []
|
| 1744 |
|
|
statusDict = {}
|
| 1745 |
|
|
for h in [ "JetTauPtJPTeta1", "JetTauPtJPTeta2", "JetTauPtJPTeta25" ]:
|
| 1746 |
|
|
graph[ h ] = ROOT.TGraphAsymmErrors()
|
| 1747 |
|
|
graph[ h ].SetPoint( 0, 0, 0 )
|
| 1748 |
|
|
for i in range( 1, Mean[ h ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 1749 |
|
|
y = Mean[ h ][ file ][ dir ].GetBinContent( i )
|
| 1750 |
|
|
x = Mean[ h ][ file ][ dir ].GetBinCenter( i )
|
| 1751 |
|
|
yerrup = ErrUp[ h ][ file ][ dir ].GetBinContent( i )
|
| 1752 |
|
|
yerrdwn = ErrDwn[ h ][ file ][ dir ].GetBinContent( i )
|
| 1753 |
|
|
binwidth = Mean[ h ][ file ][ dir ].GetBinWidth( i )
|
| 1754 |
|
|
graph[ h ].SetPoint( i, x, y )
|
| 1755 |
|
|
graph[ h ].SetPointError( i, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 1756 |
|
|
pass
|
| 1757 |
|
|
graph[ h ].UseCurrentStyle()
|
| 1758 |
|
|
Style.setHistStyle( graph[ h ],
|
| 1759 |
|
|
status="Err",
|
| 1760 |
|
|
color=colorDict[ h ],
|
| 1761 |
|
|
xTitle=xtitle,
|
| 1762 |
|
|
yTitle=ytitle,
|
| 1763 |
|
|
title=title
|
| 1764 |
|
|
)
|
| 1765 |
|
|
graph[ h ].Draw( "P" + same )
|
| 1766 |
|
|
if same == "A":
|
| 1767 |
|
|
graph[ h ].GetYaxis().SetRangeUser( 10**-5,1 )
|
| 1768 |
|
|
same = "same"
|
| 1769 |
|
|
graphList.append( graph[ h ] )
|
| 1770 |
|
|
#statusDict[ h ] = "Err"
|
| 1771 |
|
|
pass
|
| 1772 |
|
|
ROOT.gPad.SetLogy()
|
| 1773 |
|
|
### i am legend
|
| 1774 |
|
|
legDict[ hist ] = Style.makeLegendSimple( graphList,
|
| 1775 |
|
|
[ "|#eta|<1", "1<|#eta|<1.5", "1.5<|#eta|<2.1" ],
|
| 1776 |
|
|
#statusDict=statusDict,
|
| 1777 |
|
|
style="ep",
|
| 1778 |
|
|
position="umr" )
|
| 1779 |
|
|
|
| 1780 |
|
|
|
| 1781 |
|
|
legDict[ hist ].Draw( "same" )
|
| 1782 |
|
|
|
| 1783 |
|
|
|
| 1784 |
|
|
pass
|
| 1785 |
|
|
|
| 1786 |
|
|
if "JetTauGCPt020" in initialHistDict.keys():
|
| 1787 |
|
|
hist = "JetTauGCPt030"
|
| 1788 |
|
|
xtitle = "N^{G} + N^{C}"
|
| 1789 |
|
|
ytitle = "fake rate"
|
| 1790 |
|
|
#title = "QCD simulation, HT>350 GeV, MHT<20 GeV"
|
| 1791 |
|
|
title = "QCD simulation, H_{T}>350 GeV, #slashH_{T}<20 GeV"
|
| 1792 |
|
|
#title = "ZJets simulation, HT>350 GeV, MHT<20 GeV"
|
| 1793 |
|
|
cDict[ hist ] = ROOT.TCanvas( "GC" , "GC" )
|
| 1794 |
|
|
cDict[ hist ].cd()
|
| 1795 |
|
|
same = "A"
|
| 1796 |
|
|
graphList = []
|
| 1797 |
|
|
statusDict = {}
|
| 1798 |
|
|
for h in [ "JetTauGCPt020","JetTauGCPt2030", "JetTauGCPt3050", "JetTauGCPt50100", "JetTauGCPt100" ]:
|
| 1799 |
|
|
graph[ h ] = ROOT.TGraphAsymmErrors()
|
| 1800 |
|
|
graph[ h ].SetPoint( 0, 0, 0 )
|
| 1801 |
|
|
for i in range( 1, Mean[ h ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 1802 |
|
|
y = Mean[ h ][ file ][ dir ].GetBinContent( i )
|
| 1803 |
|
|
x = Mean[ h ][ file ][ dir ].GetBinCenter( i )
|
| 1804 |
|
|
yerrup = ErrUp[ h ][ file ][ dir ].GetBinContent( i )
|
| 1805 |
|
|
yerrdwn = ErrDwn[ h ][ file ][ dir ].GetBinContent( i )
|
| 1806 |
|
|
binwidth = Mean[ h ][ file ][ dir ].GetBinWidth( i )
|
| 1807 |
|
|
graph[ h ].SetPoint( i, x, y )
|
| 1808 |
|
|
graph[ h ].SetPointError( i, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 1809 |
|
|
pass
|
| 1810 |
|
|
graph[ h ].UseCurrentStyle()
|
| 1811 |
|
|
Style.setHistStyle( graph[ h ],
|
| 1812 |
|
|
status="Err",
|
| 1813 |
|
|
color=colorDict[ h ],
|
| 1814 |
|
|
xTitle=xtitle,
|
| 1815 |
|
|
yTitle=ytitle,
|
| 1816 |
|
|
title=title
|
| 1817 |
|
|
)
|
| 1818 |
|
|
graph[ h ].Draw( "P" + same )
|
| 1819 |
|
|
if same == "A":
|
| 1820 |
|
|
graph[ h ].GetYaxis().SetRangeUser( 10**-5,1 )
|
| 1821 |
|
|
same = "same"
|
| 1822 |
|
|
graphList.append( graph[ h ] )
|
| 1823 |
|
|
#statusDict[ h ] = "Err"
|
| 1824 |
|
|
pass
|
| 1825 |
|
|
ROOT.gPad.SetLogy()
|
| 1826 |
|
|
### i am legend
|
| 1827 |
|
|
legDict[ hist ] = Style.makeLegendSimple( graphList,
|
| 1828 |
|
|
[ "P_{T}^{jet}<20 GeV", "20<P_{T}^{jet}<30 GeV","30<P_{T}^{jet}<50 GeV","50<P_{T}^{jet}<100 GeV", "100<P_{T}^{jet}", ],
|
| 1829 |
|
|
#statusDict=statusDict,
|
| 1830 |
|
|
style="ep",
|
| 1831 |
|
|
position="umr" )
|
| 1832 |
|
|
|
| 1833 |
|
|
|
| 1834 |
|
|
legDict[ hist ].Draw( "same" )
|
| 1835 |
|
|
|
| 1836 |
|
|
|
| 1837 |
|
|
pass
|
| 1838 |
|
|
|
| 1839 |
|
|
if "JetTauEtaJPTPt20" in initialHistDict.keys():
|
| 1840 |
|
|
hist = "JetTauEtaJPTPt20"
|
| 1841 |
|
|
xtitle = "#eta^{jet}"
|
| 1842 |
|
|
ytitle = "fake rate"
|
| 1843 |
|
|
#title = "QCD simulation, HT>350 GeV, MHT<20 GeV"
|
| 1844 |
|
|
title = "ZJets simulation, HT>350 GeV, MHT<20 GeV"
|
| 1845 |
|
|
cDict[ hist ] = ROOT.TCanvas( "EtaBinned" , "EtaBinned" )
|
| 1846 |
|
|
cDict[ hist ].cd()
|
| 1847 |
|
|
same = "A"
|
| 1848 |
|
|
graphList = []
|
| 1849 |
|
|
statusDict = {}
|
| 1850 |
|
|
for h in [ "JetTauEtaJPTPt20", "JetTauEtaJPTPt40", "JetTauEtaJPTPt60",
|
| 1851 |
|
|
"JetTauEtaJPTPt80", "JetTauEtaJPTPt100", "JetTauEtaJPTPt200",
|
| 1852 |
|
|
"JetTauEtaJPTPt500", "JetTauEtaJPTPtInf"]:
|
| 1853 |
|
|
graph[ h ] = ROOT.TGraphAsymmErrors()
|
| 1854 |
|
|
for i in range( 1, Mean[ h ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 1855 |
|
|
y = Mean[ h ][ file ][ dir ].GetBinContent( i )
|
| 1856 |
|
|
x = Mean[ h ][ file ][ dir ].GetBinCenter( i )
|
| 1857 |
|
|
yerrup = ErrUp[ h ][ file ][ dir ].GetBinContent( i )
|
| 1858 |
|
|
yerrdwn = ErrDwn[ h ][ file ][ dir ].GetBinContent( i )
|
| 1859 |
|
|
binwidth = Mean[ h ][ file ][ dir ].GetBinWidth( i )
|
| 1860 |
|
|
graph[ h ].SetPoint( i-1, x, y )
|
| 1861 |
|
|
graph[ h ].SetPointError( i-1, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 1862 |
|
|
pass
|
| 1863 |
|
|
graph[ h ].UseCurrentStyle()
|
| 1864 |
|
|
Style.setHistStyle( graph[ h ],
|
| 1865 |
|
|
status="Err",
|
| 1866 |
|
|
color=colorDict[ h ],
|
| 1867 |
|
|
xTitle=xtitle,
|
| 1868 |
|
|
yTitle=ytitle,
|
| 1869 |
|
|
title=title
|
| 1870 |
|
|
)
|
| 1871 |
|
|
graph[ h ].Draw( "P" + same )
|
| 1872 |
|
|
if same == "A":
|
| 1873 |
|
|
graph[ h ].GetYaxis().SetRangeUser( 10**-5,1 )
|
| 1874 |
|
|
same = "same"
|
| 1875 |
|
|
graphList.append( graph[ h ] )
|
| 1876 |
|
|
#statusDict[ h ] = "Err"
|
| 1877 |
|
|
pass
|
| 1878 |
|
|
ROOT.gPad.SetLogy()
|
| 1879 |
|
|
### i am legend
|
| 1880 |
|
|
legDict[ hist ] = Style.makeLegendSimple( graphList,
|
| 1881 |
|
|
[ "P_{T}<20 GeV", "20<P_{T}<40 GeV", "40<P_{T}<60 GeV",
|
| 1882 |
|
|
"60<P_{T}<80 GeV", "80<P_{T}<100 GeV", "100<P_{T}<200 GeV",
|
| 1883 |
|
|
"200<P_{T}<500 GeV", "P_{T}>500 GeV" ],
|
| 1884 |
|
|
#statusDict=statusDict,
|
| 1885 |
|
|
style="ep",
|
| 1886 |
|
|
position="umr" )
|
| 1887 |
|
|
|
| 1888 |
|
|
|
| 1889 |
|
|
legDict[ hist ].Draw( "same" )
|
| 1890 |
|
|
pass
|
| 1891 |
|
|
|
| 1892 |
|
|
if "JetTauPtJPTLV" in initialHistDict.keys():
|
| 1893 |
|
|
hist = "JetTauPtJPTLV"
|
| 1894 |
|
|
xtitle = "P_{T}^{jet} [GeV]"
|
| 1895 |
|
|
ytitle = "fake rate"
|
| 1896 |
|
|
title = "QCD simulation, HT>350 GeV, MHT<20 GeV"
|
| 1897 |
|
|
cDict[ hist ] = ROOT.TCanvas( "VPtBinned" , "VPtBinned" )
|
| 1898 |
|
|
cDict[ hist ].cd()
|
| 1899 |
|
|
same = "A"
|
| 1900 |
|
|
graphList = []
|
| 1901 |
|
|
statusDict = {}
|
| 1902 |
|
|
for h in [ "JetTauPtJPTLV", "JetTauPtJPTMV", "JetTauPtJPTHV" ]:
|
| 1903 |
|
|
graph[ h ] = ROOT.TGraphAsymmErrors()
|
| 1904 |
|
|
for i in range( 1, Mean[ h ][ file ][ dir ].GetNbinsX() + 1 ):
|
| 1905 |
|
|
y = Mean[ h ][ file ][ dir ].GetBinContent( i )
|
| 1906 |
|
|
x = Mean[ h ][ file ][ dir ].GetBinCenter( i )
|
| 1907 |
|
|
yerrup = ErrUp[ h ][ file ][ dir ].GetBinContent( i )
|
| 1908 |
|
|
yerrdwn = ErrDwn[ h ][ file ][ dir ].GetBinContent( i )
|
| 1909 |
|
|
binwidth = Mean[ h ][ file ][ dir ].GetBinWidth( i )
|
| 1910 |
|
|
graph[ h ].SetPoint( i-1, x, y )
|
| 1911 |
|
|
graph[ h ].SetPointError( i-1, binwidth/2, binwidth/2, yerrdwn, yerrup )
|
| 1912 |
|
|
pass
|
| 1913 |
|
|
graph[ h ].UseCurrentStyle()
|
| 1914 |
|
|
Style.setHistStyle( graph[ h ],
|
| 1915 |
|
|
status="Err",
|
| 1916 |
|
|
color=colorDict[ h ],
|
| 1917 |
|
|
xTitle=xtitle,
|
| 1918 |
|
|
yTitle=ytitle,
|
| 1919 |
|
|
title=title
|
| 1920 |
|
|
)
|
| 1921 |
|
|
graph[ h ].Draw( "P" + same )
|
| 1922 |
|
|
if same == "A":
|
| 1923 |
|
|
graph[ h ].GetYaxis().SetRangeUser( 10**-5,1 )
|
| 1924 |
|
|
same = "same"
|
| 1925 |
|
|
graphList.append( graph[ h ] )
|
| 1926 |
|
|
#statusDict[ h ] = "Err"
|
| 1927 |
|
|
pass
|
| 1928 |
|
|
ROOT.gPad.SetLogy()
|
| 1929 |
|
|
### i am legend
|
| 1930 |
|
|
legDict[ hist ] = Style.makeLegendSimple( graphList,
|
| 1931 |
|
|
[ "nVertex < 6", "6=<nVertex<10", "10<=nVertex" ],
|
| 1932 |
|
|
#statusDict=statusDict,
|
| 1933 |
|
|
style="ep",
|
| 1934 |
|
|
position="umr" )
|
| 1935 |
|
|
|
| 1936 |
|
|
|
| 1937 |
|
|
legDict[ hist ].Draw( "same" )
|
| 1938 |
|
|
|
| 1939 |
|
|
|
| 1940 |
|
|
pass
|
| 1941 |
|
|
|
| 1942 |
|
|
Def.DontQuit()
|
| 1943 |
|
|
pass
|
| 1944 |
|
|
|
| 1945 |
|
|
if not fileName == None:
|
| 1946 |
|
|
for file in sampleList:
|
| 1947 |
|
|
newrootfile = ROOT.TFile( fileName, "RECREATE" )
|
| 1948 |
|
|
for dir in dirs:
|
| 1949 |
|
|
newrootfile.mkdir( dir.split( "/" )[ 0 ] )
|
| 1950 |
|
|
thedir = newrootfile.GetDirectory( dir )
|
| 1951 |
|
|
for hist in initialHistDict.keys():
|
| 1952 |
|
|
Mean[ hist ][ file ][ dir ].SetName( hist )
|
| 1953 |
|
|
ErrUp[ hist ][ file ][ dir ].SetName( hist + "ErrUp" )
|
| 1954 |
|
|
ErrDwn[ hist ][ file ][ dir ].SetName( hist + "ErrDwn" )
|
| 1955 |
|
|
Mean[ hist ][ file ][ dir ].SetDirectory( thedir )
|
| 1956 |
|
|
ErrUp[ hist ][ file ][ dir ].SetDirectory( thedir )
|
| 1957 |
|
|
ErrDwn[ hist ][ file ][ dir ].SetDirectory( thedir )
|
| 1958 |
|
|
pass
|
| 1959 |
|
|
thedir.Write()
|
| 1960 |
|
|
pass
|
| 1961 |
|
|
newrootfile.Close()
|
| 1962 |
|
|
pass
|
| 1963 |
|
|
pass
|
| 1964 |
|
|
|
