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#!/usr/bin/env python
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###################################################
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# This python script ...
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####################################################
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import os,sys,string,re,math
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from array import array
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try:
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from ROOT import *
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except:
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print "\nCannot load PYROOT, make sure you have setup ROOT in the path"
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print "and pyroot library is also defined in the variable PYTHONPATH, try:\n"
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if (os.getenv("PYTHONPATH")):
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print " setenv PYTHONPATH ${PYTHONPATH}:$ROOTSYS/lib\n"
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else:
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print " setenv PYTHONPATH $ROOTSYS/lib\n"
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sys.exit()
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#import Inspector
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#import Style
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gROOT.SetStyle("Plain")
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gStyle.SetOptStat(0)
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DEBUG = False
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# style
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#thestyle = Style.Style()
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HasCMSStyle = False
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style = None
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if os.path.isfile('tdrstyle.C'):
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gROOT.ProcessLine('.L tdrstyle.C')
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ROOT.setTDRStyle()
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print "Found tdrstyle.C file, using this style."
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HasCMSStyle = True
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if os.path.isfile('CMSTopStyle.cc'):
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gROOT.ProcessLine('.L CMSTopStyle.cc+')
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style = CMSTopStyle()
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print "Found CMSTopStyle.cc file, use TOP style if requested in xml file."
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if not HasCMSStyle:
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print "No CMSTopStyle.cc"
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FOpen = ['results_4Top_1000.root',
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'results_4Top_500.root',
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'results_QCD.root',
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'results_STsch.root',
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'results_STsch_bar.root',
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'results_STtWch.root',
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'results_STtWch_bar.root',
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'results_STtch.root',
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'results_STtch_bar.root',
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'results_WJets.root',
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'results_ZJets.root',
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'results_WW.root',
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'results_WZ.root',
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'results_ttbar.root']
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#######################################
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#def Disc(ofile, name):
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######################################
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for ofile in FOpen:
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tmpname = ofile.replace('results_','')
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name = tmpname.replace('.root','')
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infile = TFile(ofile)
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histo1 = infile.Get("/jets/1st_bdisc_"+name)
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histo2 = infile.Get("/jets/2nd_bdisc_"+name)
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scale1 = 1/histo1.Integral()
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scale2 = 1/histo2.Integral()
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histo1.Scale(scale1)
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histo2.Scale(scale2)
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totalhisto = TH1F(histo1*histo2)
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#if ofile[1]:
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# c1.cd()
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# histo1.Draw("Hist")
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#else:
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# c1.cd()
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# histo1.Draw("Hist same")
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#if ofile[len(FOpen)]: c1.SaveAs("test.png")
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def legend():
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leg = TLegend(0.66,0.65,0.93,0.93)
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leg.SetMargin(0.12)
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leg.SetTextSize(0.035)
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leg.SetFillColor(0)
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leg.SetFillStyle(0)
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leg.SetBorderSize(0)
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leg.AddEntry(httbar_1, style.TtbarText, "l" )
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leg.AddEntry(hWJets_1,style.WJetsText, "l" )
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leg.AddEntry(hZJets_1, style.DYZJetsText, "l" )
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leg.AddEntry(hQCD_1,"QCD", "l" )
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leg.AddEntry(hWZ_1,"Dibosons", "l" )
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leg.AddEntry(hSTtch_bar_1,"Single-Top", "l" )
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leg.AddEntry(h4Top_1000_1,"Gh 1 TeV", "l" )
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leg.AddEntry(h4Top_500_1,"Gh 0.5 TeV", "l" )
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leg.Draw()
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return leg
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# Open files
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f4Top_1000 = TFile("results_4Top_1000.root")
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h4Top_1000_1 = f4Top_1000.Get("/jets/1st_bdisc_4Top_1000")
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h4Top_1000_1.Scale(1/h4Top_1000_1.Integral())
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h4Top_1000_2 = f4Top_1000.Get("/jets/2nd_bdisc_4Top_1000")
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h4Top_1000_2.Scale(1/h4Top_1000_2.Integral())
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h4Top_1000 = TH1F(h4Top_1000_1*h4Top_1000_2)
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#h4Top_1000_3 = f4Top_1000.Get("/jets/3rd_bdisc_4Top_1000")
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f4Top_500 = TFile("results_4Top_500.root")
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h4Top_500_1 = f4Top_500.Get("/jets/1st_bdisc_4Top_500")
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h4Top_500_1.Scale(1/h4Top_500_1.Integral())
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h4Top_500_2 = f4Top_500.Get("/jets/2nd_bdisc_4Top_500")
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h4Top_500_2.Scale(1/h4Top_500_2.Integral())
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h4Top_500 = TH1F(h4Top_500_1*h4Top_500_2)
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fQCD = TFile("results_QCD.root")
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hQCD_1 = fQCD.Get("/jets/1st_bdisc_QCD")
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hQCD_1.Scale(1/hQCD_1.Integral())
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hQCD_2 = fQCD.Get("/jets/2nd_bdisc_QCD")
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hQCD_2.Scale(1/hQCD_2.Integral())
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hQCD = TH1F(hQCD_1*hQCD_2)
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fSTsch = TFile("results_STsch.root")
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hSTsch_1 = fSTsch.Get("/jets/1st_bdisc_STsch")
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hSTsch_1.Scale(1/hSTsch_1.Integral())
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hSTsch_2 = fSTsch.Get("/jets/2nd_bdisc_STsch")
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hSTsch_2.Scale(1/hSTsch_2.Integral())
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hSTsch = TH1F(hSTsch_1*hSTsch_2)
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fSTsch_bar = TFile("results_STsch_bar.root")
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hSTsch_bar_1 = fSTsch_bar.Get("/jets/1st_bdisc_STsch_bar")
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hSTsch_bar_1.Scale(1/hSTsch_bar_1.Integral())
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hSTsch_bar_2 = fSTsch_bar.Get("/jets/2nd_bdisc_STsch_bar")
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hSTsch_bar_2.Scale(1/hSTsch_bar_2.Integral())
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hSTsch_bar = TH1F(hSTsch_bar_1*hSTsch_bar_2)
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fSTtWch = TFile("results_STtWch.root")
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hSTtWch_1 = fSTtWch.Get("/jets/1st_bdisc_STtWch")
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hSTtWch_1.Scale(1/hSTtWch_1.Integral())
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hSTtWch_2 = fSTtWch.Get("/jets/2nd_bdisc_STtWch")
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hSTtWch_2.Scale(1/hSTtWch_2.Integral())
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hSTtWch = TH1F(hSTtWch_1*hSTtWch_2)
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fSTtWch_bar = TFile("results_STtWch_bar.root")
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hSTtWch_bar_1 = fSTtWch_bar.Get("/jets/1st_bdisc_STtWch_bar")
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hSTtWch_bar_1.Scale(1/hSTtWch_bar_1.Integral())
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hSTtWch_bar_2 = fSTtWch_bar.Get("/jets/2nd_bdisc_STtWch_bar")
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hSTtWch_bar_2.Scale(1/hSTtWch_bar_2.Integral())
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hSTtWch_bar = TH1F(hSTtWch_bar_1*hSTtWch_bar_2)
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fSTtch = TFile("results_STtch.root")
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hSTtch_1 = fSTtch.Get("/jets/1st_bdisc_STtch")
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hSTtch_1.Scale(1/hSTtch_1.Integral())
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hSTtch_2 = fSTtch.Get("/jets/2nd_bdisc_STtch")
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hSTtch_2.Scale(1/hSTtch_2.Integral())
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hSTtch = TH1F(hSTtch_1*hSTtch_2)
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fSTtch_bar = TFile("results_STtch_bar.root")
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hSTtch_bar_1 = fSTtch_bar.Get("/jets/1st_bdisc_STtch_bar")
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hSTtch_bar_1.Scale(1/hSTtch_bar_1.Integral())
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hSTtch_bar_2 = fSTtch_bar.Get("/jets/2nd_bdisc_STtch_bar")
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hSTtch_bar_2.Scale(1/hSTtch_bar_2.Integral())
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hSTtch_bar = TH1F(hSTtch_bar_1*hSTtch_bar_2)
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fWJets = TFile("results_WJets.root")
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hWJets_1 = fWJets.Get("/jets/1st_bdisc_WJets")
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hWJets_1.Scale(1/hWJets_1.Integral())
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hWJets_2 = fWJets.Get("/jets/2nd_bdisc_WJets")
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hWJets_2.Scale(1/hWJets_2.Integral())
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hWJets = TH1F(hWJets_1*hWJets_2)
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fZJets = TFile("results_ZJets.root")
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hZJets_1 = fZJets.Get("/jets/1st_bdisc_ZJets")
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hZJets_1.Scale(1/hZJets_1.Integral())
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hZJets_2 = fZJets.Get("/jets/2nd_bdisc_ZJets")
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hZJets_2.Scale(1/hZJets_2.Integral())
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hZJets = TH1F(hZJets_1*hZJets_2)
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fWW = TFile("results_WW.root")
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hWW_1 = fWW.Get("/jets/1st_bdisc_WW")
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hWW_1.Scale(1/hWW_1.Integral())
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hWW_2 = fWW.Get("/jets/2nd_bdisc_WW")
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hWW_2.Scale(1/hWW_2.Integral())
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hWW = TH1F(hWW_1*hWW_2)
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fWZ = TFile("results_WZ.root")
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hWZ_1 = fWZ.Get("/jets/1st_bdisc_WZ")
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hWZ_1.Scale(1/hWZ_1.Integral())
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hWZ_2 = fWZ.Get("/jets/2nd_bdisc_WZ")
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hWZ_2.Scale(1/hWZ_2.Integral())
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hWZ = TH1F(hWZ_1*hWZ_2)
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fttbar = TFile("results_ttbar.root")
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httbar_1 = fttbar.Get("/jets/1st_bdisc_ttbar")
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httbar_1.Scale(1/httbar_1.Integral())
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httbar_2 = fttbar.Get("/jets/2nd_bdisc_ttbar")
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httbar_2.Scale(1/httbar_2.Integral())
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httbar_3 = fttbar.Get("/jets/3rd_bdisc_ttbar")
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httbar = TH1F(httbar_1*httbar_2)
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can = TCanvas('can', '', 1000,800)
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can.cd()
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can.SetLogy()
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h4Top_1000_1.SetLineColor(1)
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h4Top_1000_1.Draw("Hist")
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h4Top_500_1.SetLineColor(1)
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h4Top_500_1.SetLineWidth(2)
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h4Top_500_1.Draw("Hist same")
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hQCD_1.SetLineColor(style.QCDColor)
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hQCD_1.SetLineWidth(2)
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hQCD_1.Draw("Hist same")
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hSTsch_bar_1.Add(hSTsch_1)
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hSTtWch_1.Add(hSTsch_bar_1)
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hSTtWch_bar_1.Add(hSTtWch_1)
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hSTtch_1.Add(hSTtWch_bar_1)
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hSTtch_bar_1.Add(hSTtch_1)
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hSTtch_bar_1.SetLineColor(style.SingleTopColor)
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hSTtch_bar_1.SetLineWidth(2)
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hSTtch_bar_1.Draw("Hist same")
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hWJets_1.SetLineColor(style.WJetsColor)
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hWJets_1.SetLineWidth(2)
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hWJets_1.Draw("Hist same")
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hZJets_1.SetLineColor(style.DYZJetsColor)
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hZJets_1.SetLineWidth(2)
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hZJets_1.Draw("Hist same")
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hWZ_1.Add(hWW_1)
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hWZ_1.SetLineColor(style.DibosonsColor)
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hWZ_1.SetLineWidth(2)
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hWZ_1.Draw("Hist same")
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httbar_1.SetLineColor(style.TtbarColor)
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httbar_1.SetLineWidth(2)
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httbar_1.Draw("Hist same")
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leg = legend()
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can.SaveAs("1st_bdisc.png")
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can2 = TCanvas('can2', '', 1000,800)
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can2.cd()
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can2.SetLogy()
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h4Top_1000_2.SetLineColor(1)
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h4Top_1000_2.Draw("Hist")
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h4Top_500_2.SetLineColor(1)
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h4Top_500_2.SetLineWidth(2)
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h4Top_500_2.Draw("Hist same")
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hQCD_2.SetLineColor(style.QCDColor)
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hQCD_2.SetLineWidth(2)
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hQCD_2.Draw("Hist same")
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hSTsch_bar_2.Add(hSTsch_2)
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hSTtWch_2.Add(hSTsch_bar_2)
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hSTtWch_bar_2.Add(hSTtWch_2)
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hSTtch_2.Add(hSTtWch_bar_2)
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hSTtch_bar_2.Add(hSTtch_2)
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hSTtch_bar_2.SetLineColor(style.SingleTopColor)
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hSTtch_bar_2.SetLineWidth(2)
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hSTtch_bar_2.Draw("Hist same")
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hWJets_2.SetLineColor(style.WJetsColor)
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hWJets_2.SetLineWidth(2)
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hWJets_2.Draw("Hist same")
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hZJets_2.SetLineColor(style.DYZJetsColor)
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| 279 |
hZJets_2.SetLineWidth(2)
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hZJets_2.Draw("Hist same")
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hWZ_2.Add(hWW_2)
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hWZ_2.SetLineColor(style.DibosonsColor)
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| 284 |
hWZ_2.SetLineWidth(2)
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| 285 |
hWZ_2.Draw("Hist same")
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| 286 |
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| 287 |
httbar_2.SetLineColor(style.TtbarColor)
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| 288 |
httbar_2.SetLineWidth(2)
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| 289 |
httbar_2.Draw("Hist same")
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leg = legend()
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| 292 |
can2.SaveAs("2nd_bdisc.png")
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| 294 |
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can3 = TCanvas('can3', '', 1000,800)
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| 296 |
can3.cd()
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can3.SetLogy()
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h4Top_1000.SetLineColor(1)
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| 300 |
h4Top_1000.Draw("Hist")
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| 301 |
h4Top_1000.GetXaxis().SetTitle("total b discriminator")
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| 302 |
h4Top_1000.SetTitle("Total B Discriminator")
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| 303 |
h4Top_1000.SetMinimum(10e-7)
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| 304 |
h4Top_1000.SetMaximum(10e-2)
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| 305 |
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| 306 |
h4Top_500.SetLineColor(1)
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| 307 |
h4Top_500.SetLineWidth(2)
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| 308 |
h4Top_500.Draw("Hist same")
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| 309 |
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| 310 |
hQCD.SetLineColor(style.QCDColor)
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| 311 |
hQCD.SetLineWidth(2)
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| 312 |
hQCD.Draw("Hist same")
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| 313 |
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| 314 |
hSTsch_bar.Add(hSTsch)
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| 315 |
hSTtWch.Add(hSTsch_bar)
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| 316 |
hSTtWch_bar.Add(hSTtWch)
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| 317 |
hSTtch.Add(hSTtWch_bar)
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| 318 |
hSTtch_bar.Add(hSTtch)
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| 319 |
hSTtch_bar.SetLineColor(style.SingleTopColor)
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| 320 |
hSTtch_bar.SetLineWidth(2)
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| 321 |
hSTtch_bar.Draw("Hist same")
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| 322 |
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| 323 |
hWJets.SetLineColor(style.WJetsColor)
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| 324 |
hWJets.SetLineWidth(2)
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| 325 |
hWJets.Draw("Hist same")
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| 326 |
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| 327 |
hZJets.SetLineColor(style.DYZJetsColor)
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| 328 |
hZJets.SetLineWidth(2)
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| 329 |
hZJets.Draw("Hist same")
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| 330 |
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| 331 |
hWZ.Add(hWW)
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| 332 |
hWZ.SetLineColor(style.DibosonsColor)
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| 333 |
hWZ.SetLineWidth(2)
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| 334 |
hWZ.Draw("Hist same")
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| 335 |
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| 336 |
httbar.SetLineColor(style.TtbarColor)
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| 337 |
httbar.SetLineWidth(2)
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| 338 |
httbar.Draw("Hist same")
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| 339 |
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leg = legend()
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| 341 |
can3.SaveAs("total_bdisc.png")
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