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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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Def.SetGlobalStyles()
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sampleList = []
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sampleList.append( "Data" )
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fileDict = {}
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fileDict[ "Data" ] = "/scratch/hh/lustre/cms/user/nowaf/2011Data/VersionII/Plots/Data_fakes_xiv/Data_Fakes_xiv.root"
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fileName = "./" + "Data" + "_fakes.root"
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rebin = 1
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#rebin = 4
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TrigList = []
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#TrigList.append( 30 )
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#TrigList.append( 60 )
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#TrigList.append( 80 )
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#TrigList.append( 110 )
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#TrigList.append( 150 )
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#TrigList.append( 190 )
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#TrigList.append( 240 )
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TrigList.append( 300 )
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TrigList.append( 370 )
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initialHistDict = {}
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initialHistDict[ "JetTauPtJPT" ] = "JetPtJPT"
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initialHistDict[ "JetTauEtaJPT" ] = "JetEtaJPT"
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#initialHistDict[ "JetTauDist" ] = "JetDist"
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#initialHistDict[ "JetTauIsoRel" ] = "JetIsoRel"
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initialHistDict[ "JetTauEtaJPTPt20" ] = "JetEtaJPTPt20"
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initialHistDict[ "JetTauEtaJPTPt40" ] = "JetEtaJPTPt40"
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initialHistDict[ "JetTauEtaJPTPt60" ] = "JetEtaJPTPt60"
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initialHistDict[ "JetTauEtaJPTPt80" ] = "JetEtaJPTPt80"
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initialHistDict[ "JetTauEtaJPTPt100" ] = "JetEtaJPTPt100"
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initialHistDict[ "JetTauEtaJPTPt200" ] = "JetEtaJPTPt200"
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initialHistDict[ "JetTauEtaJPTPt500" ] = "JetEtaJPTPt500"
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initialHistDict[ "JetTauEtaJPTPtInf" ] = "JetEtaJPTPtInf"
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initialHistDict[ "JetTauPtJPTeta1" ] = "JetPtJPTeta1"
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initialHistDict[ "JetTauPtJPTeta2" ] = "JetPtJPTeta2"
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initialHistDict[ "JetTauPtJPTeta25" ] = "JetPtJPTeta25"
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initialHistDict[ "JetTauIsoReleta1" ] = "JetIsoReleta1"
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initialHistDict[ "JetTauIsoReleta2" ] = "JetIsoReleta2"
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initialHistDict[ "JetTauIsoReleta25" ] = "JetIsoReleta25"
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initialHistDict[ "JetTauIsoRelPt20" ] = "JetIsoRelPt20"
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initialHistDict[ "JetTauIsoRelPt40" ] = "JetIsoRelPt40"
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initialHistDict[ "JetTauIsoRelPt60" ] = "JetIsoRelPt60"
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initialHistDict[ "JetTauIsoRelPt80" ] = "JetIsoRelPt80"
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initialHistDict[ "JetTauIsoRelPt100" ] = "JetIsoRelPt100"
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initialHistDict[ "JetTauIsoRelPt200" ] = "JetIsoRelPt200"
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initialHistDict[ "JetTauIsoRelPt500" ] = "JetIsoRelPt500"
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initialHistDict[ "JetTauIsoRelPtInf" ] = "JetIsoRelPtInf"
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histDict = {}
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graph = {}
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Mean = {}
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ErrUp = {}
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ErrDwn = {}
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for hist in initialHistDict:
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print "----- ", hist
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#histDict[ hist ] = {}
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#graph[ hist ] = {}
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#histDict[ initialHistDict[ hist ] ] = {}
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#Mean[ hist ] = {}
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#ErrUp[ hist ] = {}
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#ErrDwn[ hist ] = {}
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rootfile = ROOT.TFile.Open( fileDict[ "Data" ] )
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for trig in TrigList:
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dir = "FakeRateDiJetsLoose3Jet" + str( trig ) + "/"
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#print dir + hist
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h = rootfile.Get( dir + hist )
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h.SetDirectory( 0 )
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h.UseCurrentStyle()
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h.Rebin( rebin )
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if not hist in histDict.keys():
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histDict[ hist ] = h.Clone()
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else:
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histDict[ hist ].Add( h.Clone() )
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h = rootfile.Get( dir + initialHistDict[ hist ] )
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h.SetDirectory( 0 )
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h.UseCurrentStyle()
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h.Rebin( rebin )
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if not initialHistDict[ hist ] in histDict.keys():
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histDict[ initialHistDict[ hist ] ] = h.Clone()
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else:
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histDict[ initialHistDict[ hist ] ].Add( h.Clone() )
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pass
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pass
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pass
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##### temporary
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#for trig in TrigList:
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histDict[ "JetEtaJPT" ] = histDict[ "JetEtaJPTPt20" ].Clone()
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histDict[ "JetTauEtaJPT" ] = histDict[ "JetTauEtaJPTPt20" ].Clone()
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for hist in [ "JetEtaJPTPt40", "JetEtaJPTPt60", "JetEtaJPTPt80", "JetEtaJPTPt100",
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"JetEtaJPTPt200", "JetEtaJPTPt500", "JetEtaJPTPtInf"]:
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histDict[ "JetEtaJPT" ].Add( histDict[ hist ] )
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pass
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for hist in [ "JetTauEtaJPTPt40", "JetTauEtaJPTPt60", "JetTauEtaJPTPt80", "JetTauEtaJPTPt100",
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"JetTauEtaJPTPt200", "JetTauEtaJPTPt500", "JetTauEtaJPTPtInf"]:
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histDict[ "JetTauEtaJPT" ].Add( histDict[ hist ] )
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pass
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for hist in initialHistDict:
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#### make new, empty hists with same binning:
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Mean[ hist ] = ROOT.TH1F( hist + "Mean", hist + "Mean",
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histDict[ hist ].GetNbinsX(),
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histDict[ hist ].GetXaxis().GetXmin(),
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histDict[ hist ].GetXaxis().GetXmax() )
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ErrUp[ hist ] = ROOT.TH1F( hist + "ErrUp", hist + "ErrUp",
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histDict[ hist ].GetNbinsX(),
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histDict[ hist ].GetXaxis().GetXmin(),
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histDict[ hist ].GetXaxis().GetXmax() )
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ErrDwn[ hist ] = ROOT.TH1F( hist + "ErrDwn", hist + "ErrDwn",
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histDict[ hist ].GetNbinsX(),
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histDict[ hist ].GetXaxis().GetXmin(),
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histDict[ hist ].GetXaxis().GetXmax() )
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Mean[ hist ].SetDirectory( 0 )
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ErrUp[ hist ].SetDirectory( 0 )
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ErrDwn[ hist ].SetDirectory( 0 )
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#print type( Mean[ hist ][ file ][ dir ] )
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lowerBinsHist = FH.getLowerBins( histDict[ hist ], nEntries = 5 )
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lowerBinsHist2 = FH.getLowerBins( histDict[ initialHistDict[ hist ] ], nEntries = 5 )
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rebinList = FH.mergeList( [ lowerBinsHist, lowerBinsHist2 ] )
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obj = array( 'd' )
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for b in rebinList:
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obj.append( b )
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pass
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histDict[ hist ] = \
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histDict[ hist ].Rebin( len( rebinList ) -1 , hist , obj )
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histDict[ initialHistDict[ hist ] ] = \
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histDict[ initialHistDict[ hist ] ].Rebin( len( rebinList ) -1 , hist , obj )
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Mean[ hist ] = Mean[ hist ].Rebin( len( rebinList ) -1 , hist , obj )
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ErrUp[ hist ] = ErrUp[ hist ].Rebin( len( rebinList ) -1 , hist , obj )
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ErrDwn[ hist ] = ErrDwn[ hist ].Rebin( len( rebinList ) -1 , hist , obj )
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Style.setHistStyle( Mean[ hist ],
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status="Signal",
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color=1,
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xTitle="Tau P_{T} [GeV]", yTitle="eff" )
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Style.setHistStyle( ErrUp[ hist ],
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status="Signal",
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color=9,
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xTitle="Tau P_{T} [GeV]", yTitle="eff" )
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Style.setHistStyle( ErrDwn[ hist ],
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status="Signal",
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color=9,
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xTitle="Tau P_{T} [GeV]", yTitle="eff" )
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#histDict[ hist ][ file ].Divide( histDict[ initialHistDict[ hist ] ][ file ] )
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#### make a TGraph first:
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graph[ hist ] = ROOT.TGraphAsymmErrors()
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graph[ hist ].BayesDivide( histDict[ hist ],
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histDict[ initialHistDict[ hist ] ] )
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graph[ hist ].UseCurrentStyle()
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#graph[ hist ][ file ].Draw( "AP" )
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#Def.DontQuit()
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#print type( Mean[ hist ][ file ][ dir ] )
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### now get the mean, the err ups, and the err downs
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### note: bins start at 1, points at 0!
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for bin in range( 0, histDict[ hist ].GetNbinsX() ):
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x = ROOT.Double( 0 )
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y = ROOT.Double( 0 )
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graph[ hist ].GetPoint( ( bin ) , x, y )
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#print bin, " x=", x, " y=", y
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errUp = graph[ hist ].GetErrorYhigh( bin )
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errDwn = graph[ hist ].GetErrorYlow( bin )
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Mean[ hist ].SetBinContent( bin + 1, y )
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#print type( Mean[ hist ][ file ][ dir ] )
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if not y == 0:
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ErrUp[ hist ].SetBinContent( bin + 1, y + errUp )
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ErrDwn[ hist ].SetBinContent( bin + 1, y - errDwn )
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pass
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else:
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ErrUp[ hist ].SetBinContent( bin + 1, 0 )
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ErrDwn[ hist ].SetBinContent( bin + 1, 0 )
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pass
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#rootfile.Close()
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pass
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pass
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for file in sampleList:
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newrootfile = ROOT.TFile( fileName, "RECREATE" )
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#for dir in dirs:
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newrootfile.mkdir( "FakeRateDiJetsLoose3Jet" )
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thedir = newrootfile.GetDirectory( "FakeRateDiJetsLoose3Jet" )
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for hist in initialHistDict.keys():
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Mean[ hist ].SetName( hist )
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ErrUp[ hist ].SetName( hist + "ErrUp" )
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ErrDwn[ hist ].SetName( hist + "ErrDwn" )
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Mean[ hist ].SetDirectory( thedir )
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ErrUp[ hist ].SetDirectory( thedir )
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ErrDwn[ hist ].SetDirectory( thedir )
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pass
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thedir.Write()
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newrootfile.Close()
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