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knash |
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#! /usr/bin/env python
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import os
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import glob
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import math
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import ROOT
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from ROOT import *
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import sys
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from DataFormats.FWLite import Events, Handle
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from optparse import OptionParser
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gROOT.Macro("rootlogon.C")
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parser = OptionParser()
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parser.add_option('-i', '--inputDir', metavar='F', type='string', action='store',
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default = 'Jet_Run2011A-May10ReReco_ttbsm_v6_ttbsmTuples_v3',
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dest = 'inputDir',
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help = 'Input Dir')
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parser.add_option('-p', '--prefix', metavar='N', type='string', action='store',
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default = './',
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dest = 'prefix',
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help = 'Dir prefix')
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(options, args) = parser.parse_args()
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files = glob.glob( options.prefix + '/' + options.inputDir + "/res/*.root" )
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#print files
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# We select all the events:
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events = Events (files)
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#Load all hemisphere 0 jets
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#---------------------------------------------------------------------------------------------------------------------#
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hemis0topHandle = Handle( "vector<ROOT::Math::LorentzVector<ROOT::Math::PtEtaPhiM4D<double> > >")
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hemis0topLabel = ( "ttbsmAna", "topTagP4Hemis0" )
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hemis0NSubJetsHandle = Handle ( "vector<double> " )
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hemis0NSubJetsLabel = ( "ttbsmAna" , "topTagNSubjetsHemis0")
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hemis0MinMassHandle = Handle( "std::vector<double>" )
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hemis0MinMassLabel = ( "ttbsmAna", "topTagMinMassHemis0" )
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hemis0TopMassHandle = Handle( "std::vector<double>" )
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hemis0TopMassLabel = ( "ttbsmAna", "topTagTopMassHemis0" )
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hemis0wbHandle = Handle ("vector<ROOT::Math::LorentzVector<ROOT::Math::PtEtaPhiM4D<double> > >")
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hemis0wbLabel = ( "ttbsmAna", "wTagP4Hemis0" )
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hemis0BDiscHandle = Handle( "std::vector<double>" )
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hemis0BDiscLabel = ( "ttbsmAna" , "wTagBDiscHemis0" )
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#---------------------------------------------------------------------------------------------------------------------#
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# Load all Hemisphere 1 jets
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#---------------------------------------------------------------------------------------------------------------------#
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hemis1topHandle = Handle( "vector<ROOT::Math::LorentzVector<ROOT::Math::PtEtaPhiM4D<double> > >")
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hemis1topLabel = ( "ttbsmAna", "topTagP4Hemis1" )
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hemis1NSubJetsHandle = Handle ( "vector<double> " )
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hemis1NSubJetsLabel = ( "ttbsmAna" , "topTagNSubjetsHemis1")
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hemis1MinMassHandle = Handle( "std::vector<double>" )
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hemis1MinMassLabel = ( "ttbsmAna", "topTagMinMassHemis1" )
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hemis1TopMassHandle = Handle( "std::vector<double>" )
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hemis1TopMassLabel = ( "ttbsmAna", "topTagTopMassHemis1" )
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hemis1wbHandle = Handle( "vector<ROOT::Math::LorentzVector<ROOT::Math::PtEtaPhiM4D<double> > >")
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hemis1wbLabel = ( "ttbsmAna", "wTagP4Hemis1" )
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hemis1BdiscHandle = Handle( "std::vector<double>" )
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hemis1BdiscLabel = ( "ttbsmAna", "wTagBDiscHemis1" )
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hemis1Jet3Handle = Handle("int")
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hemis1Jet3Label = ( "ttbsmAna", "jet3Hemis1" )
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hemis1MuHandle = Handle( "std::vector<double>")
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hemis1MuLabel = ( "ttbsmAna", "wTagMuHemis1" )
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#---------------------------------------------------------------------------------------------------------------------#
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f = ROOT.TFile( "TBSideband.root", "recreate" )
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f.cd()
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c = TCanvas('c', 'Signal to Background Estimates', 1200, 400)
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c1 = TCanvas('c1', 'Signal to Background Estimates', 600, 400)
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c.cd()
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c.Divide(3,1)
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print "Creating histograms"
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#Define Histograms
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#---------------------------------------------------------------------------------------------------------------------#
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masswprimewb = ROOT.TH1F("masswprimewb", "Mtb in type 1+2 W Btag h1", 35, 500, 3000 )
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masswprimewob = ROOT.TH1F("masswprimewob", "Mtb in type 1+2 WO Btag h1", 35, 500, 3000 )
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masswprimet11sr = ROOT.TH1F("masswprimet11sr", "Mtb in type 1+1 channel", 35, 500, 3000 )
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masswprimet11srnb = ROOT.TH1F("masswprimet11srnb", "Mtb in type 1+1 channel no B", 35, 500, 3000 )
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masswprimet11sb1 = ROOT.TH1F("masswprimet11sb1", "Mtb sideband in type b+1 channel Mjet", 35, 500, 3000 )
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masswprimet11sb2 = ROOT.TH1F("masswprimet11sb2", "Mtb sideband in type b+1 channel Minmass", 35, 500, 3000 )
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masswprimet11sb3 = ROOT.TH1F("masswprimet11sb3", "Mtb sideband in type b+1 channel Nsj", 35, 500, 3000 )
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masswprimet11sb1nb = ROOT.TH1F("masswprimet11sb1nb", "Mtb sideband in type b+1 channel Nsj + pm no B", 35, 500, 3000 )
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masswprimet11sb2nb = ROOT.TH1F("masswprimet11sb2nb", "Mtb sideband in type b+1 channel pm no B", 35, 500, 3000 )
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masswprimet11sb3nb = ROOT.TH1F("masswprimet11sb3nb", "Mtb sideband in type b+1 channel Nsj no B", 35, 500, 3000 )
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masswprimet12sb2wob = ROOT.TH1F("masswprimet12sb2wob", "Mtb sideband2 in type 1+2 channel WO b", 35, 500, 3000 )
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wCandVsTopCandh1sb = ROOT.TH2F("wCandVsTopCandh1sb", "W Cand Vs Top Cand Mass in sideband", 50, 0, 250, 100, 0, 500 )
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wCandVsTopCandh1sr = ROOT.TH2F("wCandVsTopCandh1sr", "W Cand Vs Top Cand Mass in signal region", 50, 0, 250, 100, 0, 500 )
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#---------------------------------------------------------------------------------------------------------------------#
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# loop over events
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#---------------------------------------------------------------------------------------------------------------------#
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masswprimet11sr.Sumw2()
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masswprimewob.Sumw2()
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count = 0
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print "Start looping"
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for event in events:
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#if count > 20000:
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#break
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pairMass = 0.0
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count = count + 1
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nwp = 0
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if count % 10000 == 0 :
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print '--------- Processing Event ' + str(count)
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# We load up the three vectors for each event.
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#---------------------------------------------------------------------------------------------------------------------#
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event.getByLabel (hemis1BdiscLabel, hemis1BdiscHandle)
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wJetBDisch1 = hemis1BdiscHandle.product()
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event.getByLabel (hemis0BDiscLabel, hemis0BDiscHandle)
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wJetBDisch0 = hemis0BDiscHandle.product()
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event.getByLabel (hemis1wbLabel, hemis1wbHandle)
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wJetsh1 = hemis1wbHandle.product()
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event.getByLabel (hemis0wbLabel, hemis0wbHandle)
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wJetsh0 = hemis0wbHandle.product()
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event.getByLabel (hemis1Jet3Label, hemis1Jet3Handle )
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jet3 = (hemis1Jet3Handle.product())[0]
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event.getByLabel (hemis1MuLabel, hemis1MuHandle)
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wJetMu = hemis1MuHandle.product()
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event.getByLabel (hemis1topLabel, hemis1topHandle)
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topJetsh1 = hemis1topHandle.product()
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event.getByLabel (hemis0topLabel, hemis0topHandle)
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topJetsh0 = hemis0topHandle.product()
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event.getByLabel (hemis0TopMassLabel, hemis0TopMassHandle)
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topJetMassh0 = hemis0TopMassHandle.product()
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event.getByLabel (hemis1TopMassLabel, hemis1TopMassHandle)
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topJetMassh1 = hemis1TopMassHandle.product()
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event.getByLabel (hemis0MinMassLabel, hemis0MinMassHandle)
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topJetMinMassh0 = hemis0MinMassHandle.product()
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event.getByLabel (hemis1MinMassLabel, hemis1MinMassHandle)
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topJetMinMassh1 = hemis1MinMassHandle.product()
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events.getByLabel ( hemis0NSubJetsLabel, hemis0NSubJetsHandle )
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NJetsh0 = hemis0NSubJetsHandle.product()
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events.getByLabel ( hemis1NSubJetsLabel , hemis1NSubJetsHandle )
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NJetsh1 = hemis1NSubJetsHandle.product()
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#---------------------------------------------------------------------------------------------------------------------#
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#This gives the conditional statements for type 1+2 and the two
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#type 1+1 cases to be sure the number of jets exist
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#---------------------------------------------------------------------------------------------------------------------#
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njets12 = (len(wJetsh1) >= 2) and (len(wJetsh0) >= 1)
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njets11b0 = ((len(topJetsh1) >= 1) and (len(wJetsh0) >= 1))
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njets11b1 = ((len(topJetsh0) >= 1) and (len(wJetsh1) >= 1))
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#---------------------------------------------------------------------------------------------------------------------#
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#We look at type 1+1 W` first
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#---------------------------------------------------------------------------------------------------------------------#
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#If b is the highest pt jet
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if njets11b0 :
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sidebandth1t1 = (topJetMassh1[0] > 100 and topJetMassh1[0] < 140) or (topJetMassh1[0] > 250 and topJetMassh1[0] < 300)
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sidebandth1t2 = topJetMassh1[0] > 140 and topJetMassh1[0] < 250 and topJetMinMassh1[0] <= 50 and NJetsh1[0] > 2
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sidebandth1t3 = topJetMassh1[0] > 140 and topJetMassh1[0] < 250 and NJetsh1[0] <= 2
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hasBTag0 = wJetBDisch0[0] > 3.3
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hasTopTag1 = topJetMassh1[0] > 140 and topJetMassh1[0] < 250 and topJetMinMassh1[0] > 50 and NJetsh1[0] > 2
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hasTopMassh1 = topJetMassh1[0] > 140 and topJetMassh1[0] < 250
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hasTopLikeh1 = topJetMinMassh1[0] > 50 and NJetsh1[0] > 2
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highptbjh0 = wJetsh0[0].pt() > 350
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highpttjh1 = topJetsh1[0].pt() > 350
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if highpttjh1 and highptbjh0 and sidebandth1t1 and hasTopLikeh1:
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masswprimet11sb1nb.Fill((topJetsh1[0]+wJetsh0[0]).mass())
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if hasBTag0 :
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masswprimet11sb1.Fill((topJetsh1[0]+wJetsh0[0]).mass())
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if highpttjh1 and highptbjh0 and sidebandth1t2:
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masswprimet11sb2nb.Fill((topJetsh1[0]+wJetsh0[0]).mass())
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if hasBTag0 :
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masswprimet11sb2.Fill((topJetsh1[0]+wJetsh0[0]).mass())
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if highpttjh1 and highptbjh0 and sidebandth1t3 :
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masswprimet11sb3nb.Fill((topJetsh1[0]+wJetsh0[0]).mass())
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if hasBTag0 :
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masswprimet11sb3.Fill((topJetsh1[0]+wJetsh0[0]).mass())
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if highptbjh0 and highpttjh1 and hasTopTag1 :
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masswprimet11srnb.Fill((topJetsh1[0]+wJetsh0[0]).mass())
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if hasBTag0 :
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masswprimet11sr.Fill((topJetsh1[0]+wJetsh0[0]).mass())
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#If t is the highest pt jet
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if njets11b1 :
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sidebandth0t1 = (topJetMassh0[0] > 100 and topJetMassh0[0] < 140) or (topJetMassh0[0] > 250 and topJetMassh0[0] < 300)
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sidebandth0t2 = topJetMassh0[0] > 140 and topJetMassh0[0] < 250 and topJetMinMassh0[0] <= 50 and NJetsh0[0] > 2
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sidebandth0t3 = topJetMassh0[0] > 140 and topJetMassh0[0] < 250 and NJetsh0[0] <= 2
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hasBTag1 = wJetBDisch1[0] > 3.3
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hasTopTag0 = topJetMassh0[0] > 140 and topJetMassh0[0] < 250 and topJetMinMassh0[0] > 50 and NJetsh0[0] > 2
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hasTopMassh0 = topJetMassh0[0] > 140 and topJetMassh0[0] < 250
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hasTopLikeh0 = topJetMinMassh0[0] > 50 and NJetsh0[0] > 2
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highpttjh0 = topJetsh0[0].pt() > 350
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highptbjh1 = wJetsh1[0].pt() > 350
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if highptbjh1 and highpttjh0 and sidebandth0t1 and (not sidebandth1t1) and hasTopLikeh0:
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masswprimet11sb1nb.Fill((topJetsh0[0]+wJetsh1[0]).mass())
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if hasBTag1 :
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masswprimet11sb1.Fill((topJetsh0[0]+wJetsh1[0]).mass())
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if highptbjh1 and highpttjh0 and sidebandth0t2 and (not sidebandth1t2):
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masswprimet11sb2nb.Fill((topJetsh0[0]+wJetsh1[0]).mass())
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if hasBTag1 :
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masswprimet11sb2.Fill((topJetsh0[0]+wJetsh1[0]).mass())
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if highptbjh1 and highpttjh0 and sidebandth0t3 and (not sidebandth1t3):
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masswprimet11sb3nb.Fill((topJetsh0[0]+wJetsh1[0]).mass())
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if hasBTag1 :
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masswprimet11sb3.Fill((topJetsh0[0]+wJetsh1[0]).mass())
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if highptbjh1 and highpttjh0 and hasTopTag0 and (not hasTopTag1):
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masswprimet11srnb.Fill((topJetsh0[0]+wJetsh1[0]).mass())
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if hasBTag1 :
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masswprimet11sr.Fill((topJetsh0[0]+wJetsh1[0]).mass())
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| 250 |
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#---------------------------------------------------------------------------------------------------------------------#
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| 253 |
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| 254 |
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#Now we look at type 1+2 W`
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| 255 |
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#---------------------------------------------------------------------------------------------------------------------#
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| 256 |
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| 257 |
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if njets12 :
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#Type2Top: Wjet pt > 200 mu < 0.4 and Bjet pt > 30
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highptbjh0 = wJetsh0[0].pt() > 350
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hemis1kincuts = (highptbjh0) and (wJetsh1[0].pt() > 200) and (wJetMu[0] < 0.4) and (wJetsh1[jet3].pt() > 30)
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pairMass = (wJetsh1[jet3]+wJetsh1[0]).mass()
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hasBTag0 = wJetBDisch0[0] > 3.3
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#Toplike mass cuts
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hash1Top = wJetsh1[0].mass() > 60 and wJetsh1[0].mass() < 130 and pairMass > 140 and pairMass < 250
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sidebandt2top = wJetsh1[0].mass() > 40 and wJetsh1[0].mass() < 130 and pairMass > 100 and pairMass < 300
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hasBTag2 = wJetBDisch1[jet3] > 3.3
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if highptbjh0 and hemis1kincuts :
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if hash1Top :
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| 269 |
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wCandVsTopCandh1sr.Fill( wJetsh1[0].mass() , pairMass )
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| 270 |
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if hasBTag0:
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| 271 |
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masswprimewob.Fill((wJetsh1[jet3]+wJetsh1[0]+wJetsh0[0]).mass())
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| 272 |
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if hasBTag2 :
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| 273 |
|
|
masswprimewb.Fill((wJetsh1[jet3]+wJetsh1[0]+wJetsh0[0]).mass())
|
| 274 |
|
|
if sidebandt2top and (not hash1Top):
|
| 275 |
|
|
wCandVsTopCandh1sb.Fill( wJetsh1[0].mass() , pairMass )
|
| 276 |
|
|
if hasBTag0:
|
| 277 |
|
|
masswprimet12sb2wob.Fill((wJetsh1[jet3]+wJetsh1[0]+wJetsh0[0]).mass())
|
| 278 |
|
|
|
| 279 |
|
|
#---------------------------------------------------------------------------------------------------------------------#
|
| 280 |
|
|
|
| 281 |
|
|
sb1norm = masswprimet11srnb.GetEntries()/masswprimet11sb1nb.GetEntries()
|
| 282 |
|
|
sb2norm = masswprimet11srnb.GetEntries()/masswprimet11sb2nb.GetEntries()
|
| 283 |
|
|
sb3norm = masswprimet11srnb.GetEntries()/masswprimet11sb3nb.GetEntries()
|
| 284 |
|
|
sb1t12norm = wCandVsTopCandh1sr.GetEntries()/wCandVsTopCandh1sb.GetEntries()
|
| 285 |
|
|
|
| 286 |
|
|
masswprimet12sb2wob.Scale( sb1t12norm )
|
| 287 |
|
|
masswprimet11sb1.Scale( sb1norm )
|
| 288 |
|
|
masswprimet11sb2.Scale( sb2norm )
|
| 289 |
|
|
masswprimet11sb3.Scale( sb3norm )
|
| 290 |
|
|
print "Normalizations: SB1: " + str(sb1norm) + " SB2: " + str(sb2norm) + " SB3: " + str(sb3norm) + " Type B+2: " + str(sb1t12norm)
|
| 291 |
|
|
masswprimet11sb1.SetMaximum(75)
|
| 292 |
|
|
masswprimet11sb2.SetMaximum(75)
|
| 293 |
|
|
masswprimet11sb3.SetMaximum(75)
|
| 294 |
|
|
masswprimet12sb2wob.SetMaximum(125)
|
| 295 |
|
|
|
| 296 |
|
|
masswprimet11sb1.SetFillColor(TROOT.kYellow)
|
| 297 |
|
|
masswprimet11sb2.SetFillColor(TROOT.kYellow)
|
| 298 |
|
|
masswprimet11sb3.SetFillColor(TROOT.kYellow)
|
| 299 |
|
|
masswprimet12sb2wob.SetFillColor(TROOT.kYellow)
|
| 300 |
|
|
|
| 301 |
|
|
c.cd(1)
|
| 302 |
|
|
masswprimet11sb1.Draw()
|
| 303 |
|
|
masswprimet11sr.Draw('same')
|
| 304 |
|
|
c.cd(2)
|
| 305 |
|
|
masswprimet11sb2.Draw()
|
| 306 |
|
|
masswprimet11sr.Draw('same')
|
| 307 |
|
|
c.cd(3)
|
| 308 |
|
|
masswprimet11sb3.Draw()
|
| 309 |
|
|
masswprimet11sr.Draw('same')
|
| 310 |
|
|
|
| 311 |
|
|
c1.cd()
|
| 312 |
|
|
masswprimet12sb2wob.Draw()
|
| 313 |
|
|
masswprimewob.Draw('same')
|
| 314 |
|
|
|
| 315 |
|
|
#c.Print('Sidebands1.pdf', 'pdf')
|
| 316 |
|
|
c.Print('Sidebandstb1.root', 'root')
|
| 317 |
|
|
c1.Print('Sidebandstb2.root', 'root')
|
| 318 |
|
|
|
| 319 |
|
|
|
| 320 |
|
|
f.cd()
|
| 321 |
|
|
f.Write()
|
| 322 |
|
|
f.Close()
|
