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TWanalyzer_organizer.py~
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TWanalyzer_organizer.py~
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import os
import array
import glob
import math
import ROOT
import sys
from ROOT import *
from array import *
from optparse import OptionParser
parser = OptionParser()
parser.add_option('-s', '--set', metavar='F', type='string', action='store',
default = 'data',
dest = 'set',
help = 'data or QCD')
parser.add_option('-l', '--lumi', metavar='F', type='string', action='store',
default = '27203pb',
dest = 'lumi',
help = 'Lumi folder to look in')
parser.add_option('-c', '--cuts', metavar='F', type='string', action='store',
default = 'default',
dest = 'cuts',
help = 'Cuts type (ie default, rate, etc)')
(options, args) = parser.parse_args()
cuts=options.cuts
import Bstar_Functions
from Bstar_Functions import *
gROOT.Macro("rootlogon.C")
#tMCentries = 6909048
#tSigma = 225.0
Lumi = options.lumi
rebin=2
def Zero(hist):
for ibin in range(0,hist.GetXaxis().GetNbins()+1):
hist.SetBinContent(ibin,max(0.0,hist.GetBinContent(ibin)))
LabelsU=['__jes__','__trig__','__ptsmear__']
mass = [1200,1400,1600,1800,2000,2200,2400,2600,2800,3000]
for hand in ["LH"]: #,"left","vector"]:
if hand == "RH":
coup = "right"
elif hand == "LH":
coup = "left"
output = ROOT.TFile( "limitsetting/theta/BStarCombination/allhadronic"+coup+Lumi+"_mtw.root", "recreate" )
output.cd()
Data = ROOT.TFile("rootfiles/"+options.lumi+"/TWanalyzer"+options.set+"_Trigger_nominal_none_PSET_"+options.cuts+".root")
Datamodmdown = ROOT.TFile("rootfiles/"+options.lumi+"/TWanalyzer"+options.set+"_Trigger_nominal_none_modm_down_PSET_"+options.cuts+".root")
Datamodmup = ROOT.TFile("rootfiles/"+options.lumi+"/TWanalyzer"+options.set+"_Trigger_nominal_none_modm_up_PSET_"+options.cuts+".root")
TTmc = ROOT.TFile("rootfiles/"+options.lumi+"/TWanalyzerweightedttbar_Trigger_nominal_none_PSET_"+options.cuts+".root")
STmc = ROOT.TFile("rootfiles/"+options.lumi+"/TWanalyzerweightedsingletop_Trigger_nominal_none_PSET_"+options.cuts+".root")
TTmcPtScaleUp = ROOT.TFile("rootfiles/"+options.lumi+"/TWanalyzerweightedttbar_Trigger_nominal_JES_up_PSET_"+options.cuts+".root")
TTmcPtScaleDown = ROOT.TFile("rootfiles/"+options.lumi+"/TWanalyzerweightedttbar_Trigger_nominal_JES_down_PSET_"+options.cuts+".root")
TTmcPtSmearUp = ROOT.TFile("rootfiles/"+options.lumi+"/TWanalyzerweightedttbar_Trigger_nominal_JER_up_PSET_"+options.cuts+".root")
TTmcPtSmearDown = ROOT.TFile("rootfiles/"+options.lumi+"/TWanalyzerweightedttbar_Trigger_nominal_JER_down_PSET_"+options.cuts+".root")
TTmcQ2ScaleUp = ROOT.TFile("rootfiles/"+options.lumi+"/TWanalyzerweightedttbarscaleup_Trigger_nominal_none_PSET_"+options.cuts+".root")
TTmcQ2ScaleDown = ROOT.TFile("rootfiles/"+options.lumi+"/TWanalyzerweightedttbarscaledown_Trigger_nominal_none_PSET_"+options.cuts+".root")
TTmcPileUp = ROOT.TFile("rootfiles/"+options.lumi+"/TWanalyzerweightedttbar_Trigger_nominal_pileup_up_PSET_"+options.cuts+".root")
TTmcPileDown = ROOT.TFile("rootfiles/"+options.lumi+"/TWanalyzerweightedttbar_Trigger_nominal_pileup_down_PSET_"+options.cuts+".root")
#TTmcPDFUp = ROOT.TFile("rootfiles/"+options.lumi+"/TWanalyzerttbar_none_pdf__up_PSET_"+options.cuts+".root")
#TTmcPDFDown = ROOT.TFile("rootfiles/"+options.lumi+"/TWanalyzerttbar_none_pdf__down_PSET_"+options.cuts+".root")
TTmcFS = TTmc.Get("Mtw")
STmcFS = STmc.Get("Mtw")
TTmcQCD = TTmc.Get("QCDbkg")
TTmcQCD2d = TTmc.Get("QCDbkg2D")
STmcQCD = STmc.Get("QCDbkg")
STmcQCD2d = STmc.Get("QCDbkg2D")
TTmcFSPtScaleUp = TTmcPtScaleUp.Get("Mtw")
TTmcFSPtScaleDown = TTmcPtScaleDown.Get("Mtw")
TTmcFSQ2ScaleUp = TTmcQ2ScaleUp.Get("Mtw")
TTmcFSQ2ScaleDown = TTmcQ2ScaleDown.Get("Mtw")
TTmcFSPtSmearUp = TTmcPtSmearUp.Get("Mtw")
TTmcFSPtSmearDown = TTmcPtSmearDown.Get("Mtw")
TTmcFSPileUp = TTmcPileUp.Get("Mtw")
TTmcFSPileDown = TTmcPileDown.Get("Mtw")
# TTmcFSPDFUp = TTmcPDFUp.Get("Mtw")
# TTmcFSPDFDown = TTmcPDFDown.Get("Mtw")
TTmcFSTriggerUp = TTmc.Get("Mtwtrigup")
TTmcFSTriggerDown = TTmc.Get("Mtwtrigdown")
TTmcFSTup = TTmc.Get("MtwTup")
TTmcFSTdown = TTmc.Get("MtwTdown")
DataFS = Data.Get("Mtw")
DataQCD = Data.Get("QCDbkg")
DataQCD2d = Data.Get("QCDbkg2D")
DataQCDUp = Data.Get("QCDbkgh")
DataQCDDown = Data.Get("QCDbkgl")
DataQCDmodmup = Datamodmup.Get("QCDbkg")
DataQCDmodmdown = Datamodmdown.Get("QCDbkg")
#TTmcQCD2d = TTmc.Get("QCDbkg2D")
#DataFS.Add(TTmc.Get("Mtw"))
DataQCD.Add(TTmcQCD,-1)
DataQCDUp.Add(TTmcQCD,-1)
DataQCDDown.Add(TTmcQCD,-1)
DataQCD2d.Add(TTmcQCD2d,-1)
DataQCDmodmup.Add(TTmcQCD,-1)
DataQCDmodmdown.Add(TTmcQCD,-1)
DataQCD.Add(STmcQCD,-1)
DataQCDUp.Add(STmcQCD,-1)
DataQCDDown.Add(STmcQCD,-1)
DataQCD2d.Add(STmcQCD2d,-1)
DataQCDmodmup.Add(STmcQCD,-1)
DataQCDmodmdown.Add(STmcQCD,-1)
Zero(DataQCD)
Zero(DataQCDUp)
Zero(DataQCDDown)
Zero(DataQCD2d)
Zero(DataQCDmodmup)
Zero(DataQCDmodmdown)
fittitles = ["pol0","pol2","pol3","FIT","Bifpoly","expofit"]
QCDbkg_ARR = []
for ihist in range(0,len(fittitles)):
QCDbkg_ARR.append(Data.Get("QCDbkg"+str(fittitles[ihist])).Rebin(rebin))
BEfiterrh = Fit_Uncertainty(QCDbkg_ARR)
DataQCD2d.Rebin(rebin)
DataFS.Rebin(rebin)
DataQCD.Rebin(rebin)
DataQCDmodmup.Rebin(rebin)
DataQCDmodmdown.Rebin(rebin)
DataQCDUp.Rebin(rebin)
DataQCDDown.Rebin(rebin)
#DataBEtptl.Rebin(rebin)
#DataBEtpth.Rebin(rebin)
TTmcFS.Rebin(rebin)
#STmcFS.Rebin(rebin)
TTmcFSQ2ScaleUp.Rebin(rebin)
TTmcFSQ2ScaleDown.Rebin(rebin)
TTmcFSPtScaleUp.Rebin(rebin)
TTmcFSPtScaleDown.Rebin(rebin)
TTmcFSPtSmearUp.Rebin(rebin)
TTmcFSPtSmearDown.Rebin(rebin)
TTmcFSPileUp.Rebin(rebin)
TTmcFSPileDown.Rebin(rebin)
# TTmcFSPDFUp.Rebin(rebin)
# TTmcFSPDFDown.Rebin(rebin)
TTmcFSTriggerUp.Rebin(rebin)
TTmcFSTriggerDown.Rebin(rebin)
TTmcFSTup.Rebin(rebin)
TTmcFSTdown.Rebin(rebin)
#STsmcFS.Rebin(rebin)
#STtmcFS.Rebin(rebin)
#STtWmcFS.Rebin(rebin)
DataQCDE1Up = DataQCD.Clone()
DataQCDE2Up = DataQCD.Clone()
DataQCDE1Down = DataQCD.Clone()
DataQCDE2Down = DataQCD.Clone()
for ibin in range(0,DataQCD.GetNbinsX()+1):
QCDfit3=abs(DataQCD2d.GetBinContent(ibin)-DataQCD.GetBinContent(ibin))
QCDfit2=abs(BEfiterrh.GetBinContent(ibin))
DataQCDE1Up.SetBinContent(ibin,max(0.0,DataQCD.GetBinContent(ibin)+QCDfit3))
DataQCDE1Down.SetBinContent(ibin,max(0.0,DataQCD.GetBinContent(ibin)-QCDfit3))
DataQCDE2Up.SetBinContent(ibin,max(0.0,DataQCD.GetBinContent(ibin)+QCDfit2))
DataQCDE2Down.SetBinContent(ibin,max(0.0,DataQCD.GetBinContent(ibin)-QCDfit2))
DataFS.SetName("mtw_allhad__DATA")
DataQCD.SetName("mtw_allhad__qcd")
DataQCDUp.SetName("mtw_allhad__qcd__Fit__plus")
DataQCDDown.SetName("mtw_allhad__qcd__Fit__minus")
DataQCDmodmup.SetName("mtw_allhad__qcd__modm__plus")
DataQCDmodmdown.SetName("mtw_allhad__qcd__modm__minus")
DataQCDE1Up.SetName("mtw_allhad__qcd__TwoD__plus")
DataQCDE1Down.SetName("mtw_allhad__qcd__TwoD__minus")
DataQCDE2Up.SetName("mtw_allhad__qcd__Alt__plus")
DataQCDE2Down.SetName("mtw_allhad__qcd__Alt__minus")
TTmcFS.SetName("mtw_allhad__ttbar")
#STmcFS.SetName("mtw_allhad__st")
TTmcFSPtScaleUp.SetName("mtw_allhad__ttbar__jes__plus")
TTmcFSPtScaleDown.SetName("mtw_allhad__ttbar__jes__minus")
TTmcFSQ2ScaleUp.SetName("mtw_allhad__ttbar__q2__plus")
TTmcFSQ2ScaleDown.SetName("mtw_allhad__ttbar__q2__minus")
TTmcFSTup.SetName("mtw_allhad__ttbar__ttag__plus")
TTmcFSTdown.SetName("mtw_allhad__ttbar__ttag__minus")
TTmcFSPtSmearUp.SetName("mtw_allhad__ttbar__jer__plus")
TTmcFSPtSmearDown.SetName("mtw_allhad__ttbar__jer__minus")
TTmcFSPileUp.SetName("mtw_allhad__ttbar__pile__plus")
TTmcFSPileDown.SetName("mtw_allhad__ttbar__pile__minus")
TTmcFSTriggerUp.SetName("mtw_allhad__ttbar__trig__plus")
TTmcFSTriggerDown.SetName("mtw_allhad__ttbar__trig__minus")
#STsmcFS.SetName("mtw_allhad__sts")
#STtmcFS.SetName("mtw_allhad__stt")
#STtWmcFS.SetName("mtw_allhad__sttw")
DataFS.SetTitle("mtw_allhad__DATA")
DataQCD.SetTitle("mtw_allhad__qcd")
DataQCDUp.SetTitle("mtw_allhad__qcd__Fit__plus")
DataQCDDown.SetTitle("mtw_allhad__qcd__Fit__minus")
DataQCDE1Up.SetTitle("mtw_allhad__qcd__TwoD__plus")
DataQCDE1Down.SetTitle("mtw_allhad__qcd__TwoD__minus")
DataQCDE2Up.SetTitle("mtw_allhad__qcd__Alt__plus")
DataQCDE2Down.SetTitle("mtw_allhad__qcd__Alt__minus")
DataQCDmodmup.SetTitle("mtw_allhad__qcd__modm__plus")
DataQCDmodmdown.SetTitle("mtw_allhad__qcd__modm__minus")
TTmcFS.SetTitle("mtw_allhad__ttbar")
#STmcFS.SetTitle("mtw_allhad__st")
TTmcFSPtScaleUp.SetTitle("mtw_allhad__ttbar__jes__plus")
TTmcFSPtScaleDown.SetTitle("mtw_allhad__ttbar__jes__minus")
TTmcFSQ2ScaleUp.SetTitle("mtw_allhad__ttbar__q2__plus")
TTmcFSQ2ScaleDown.SetTitle("mtw_allhad__ttbar__q2__minus")
TTmcFSTup.SetTitle("mtw_allhad__ttbar__ttag__plus")
TTmcFSTdown.SetTitle("mtw_allhad__ttbar__ttag__minus")
TTmcFSPtSmearUp.SetTitle("mtw_allhad__ttbar__jer__plus")
TTmcFSPtSmearDown.SetTitle("mtw_allhad__ttbar__jer__minus")
TTmcFSPileUp.SetTitle("mtw_allhad__ttbar__pile__plus")
TTmcFSPileDown.SetTitle("mtw_allhad__ttbar__pile__minus")
TTmcFSTriggerUp.SetTitle("mtw_allhad__ttbar__trig__plus")
TTmcFSTriggerDown.SetTitle("mtw_allhad__ttbar__trig__minus")
output.cd()
DataFS.Write("mtw_allhad__DATA")
DataQCD.Write("mtw_allhad__qcd")
DataQCDUp.Write("mtw_allhad__qcd__Fit__plus")
DataQCDDown.Write("mtw_allhad__qcd__Fit__minus")
DataQCDE1Up.Write("mtw_allhad__qcd__TwoD__plus")
DataQCDE1Down.Write("mtw_allhad__qcd__TwoD__minus")
DataQCDE2Up.Write("mtw_allhad__qcd__Alt__plus")
DataQCDE2Down.Write("mtw_allhad__qcd__Alt__minus")
DataQCDmodmup.Write("mtw_allhad__qcd__modm__plus")
DataQCDmodmdown.Write("mtw_allhad__qcd__modm__minus")
#DataQCDBEH.Write("mtw_allhad__qcd__bkg__plus")
#DataQCDBEL.Write("mtw_allhad__qcd__bkg__minus")
TTmcFS.Write("mtw_allhad__ttbar")
#STmcFS.Write("mtw_allhad__st")
TTmcFSPtScaleUp.Write("mtw_allhad__ttbar__jes__plus")
TTmcFSPtScaleDown.Write("mtw_allhad__ttbar__jes__minus")
TTmcFSQ2ScaleUp.Write("mtw_allhad__ttbar__q2__plus")
TTmcFSQ2ScaleDown.Write("mtw_allhad__ttbar__q2__minus")
TTmcFSTup.Write("mtw_allhad__ttbar__ttag__plus")
TTmcFSTdown.Write("mtw_allhad__ttbar__ttag__minus")
TTmcFSPtSmearUp.Write("mtw_allhad__ttbar__jer__plus")
TTmcFSPtSmearDown.Write("mtw_allhad__ttbar__jer__minus")
TTmcFSPileUp.Write("mtw_allhad__ttbar__pile__plus")
TTmcFSPileDown.Write("mtw_allhad__ttbar__pile__minus")
TTmcFSTriggerUp.Write("mtw_allhad__ttbar__trig__plus")
TTmcFSTriggerDown.Write("mtw_allhad__ttbar__trig__minus")
for RA in range(0,len(mass)):
SignalB11 = ROOT.TFile("rootfiles/"+options.lumi+"/TWanalyzerweightedsignal"+hand+str(mass[RA])+"_Trigger_nominal_none_PSET_"+cuts+".root")
SignalB11PtScaleUp = ROOT.TFile("rootfiles/"+options.lumi+"/TWanalyzerweightedsignal"+hand+str(mass[RA])+"_Trigger_nominal_JES_up_PSET_"+options.cuts+".root")
SignalB11PtScaleDown = ROOT.TFile("rootfiles/"+options.lumi+"/TWanalyzerweightedsignal"+hand+str(mass[RA])+"_Trigger_nominal_JES_down_PSET_"+options.cuts+".root")
SignalB11PtSmearUp = ROOT.TFile("rootfiles/"+options.lumi+"/TWanalyzerweightedsignal"+hand+str(mass[RA])+"_Trigger_nominal_JER_up_PSET_"+options.cuts+".root")
SignalB11PtSmearDown = ROOT.TFile("rootfiles/"+options.lumi+"/TWanalyzerweightedsignal"+hand+str(mass[RA])+"_Trigger_nominal_JER_down_PSET_"+options.cuts+".root")
SignalB11PileUp = ROOT.TFile("rootfiles/"+options.lumi+"/TWanalyzerweightedsignal"+hand+str(mass[RA])+"_Trigger_nominal_pileup_up_PSET_"+options.cuts+".root")
SignalB11PileDown = ROOT.TFile("rootfiles/"+options.lumi+"/TWanalyzerweightedsignal"+hand+str(mass[RA])+"_Trigger_nominal_pileup_down_PSET_"+options.cuts+".root")
SignalFS = SignalB11.Get("Mtw")
SignalTup = SignalB11.Get("MtwTup")
SignalTdown = SignalB11.Get("MtwTdown")
SignalTriggerup = SignalB11.Get("Mtwtrigup")
SignalTriggerdown = SignalB11.Get("Mtwtrigdown")
SignalPtScaleup = SignalB11PtScaleUp.Get("Mtw")
SignalPtScaledown = SignalB11PtScaleDown.Get("Mtw")
SignalPtSmearup = SignalB11PtSmearUp.Get("Mtw")
SignalPtSmeardown = SignalB11PtSmearDown.Get("Mtw")
SignalPileup = SignalB11PileUp.Get("Mtw")
SignalPiledown = SignalB11PileDown.Get("Mtw")
output.cd()
SignalFS.Rebin(rebin)
SignalTup.Rebin(rebin)
SignalTdown.Rebin(rebin)
SignalTriggerup.Rebin(rebin)
SignalTriggerdown.Rebin(rebin)
SignalPtScaleup.Rebin(rebin)
SignalPtScaledown.Rebin(rebin)
SignalPtSmearup.Rebin(rebin)
SignalPtSmeardown.Rebin(rebin)
SignalPileup.Rebin(rebin)
SignalPiledown.Rebin(rebin)
SignalFS.SetTitle("mtw_allhad__bs"+str(mass[RA]))
SignalTup.SetTitle("mtw_allhad__bs"+str(mass[RA])+"__ttag__plus")
SignalTdown.SetTitle("mtw_allhad__bs"+str(mass[RA])+"__ttag__minus")
SignalTriggerup.SetTitle("mtw_allhad__bs"+str(mass[RA])+"__trig__plus")
SignalTriggerdown.SetTitle("mtw_allhad__bs"+str(mass[RA])+"__trig__minus")
SignalPtScaleup.SetTitle("mtw_allhad__bs"+str(mass[RA])+"__jes__plus")
SignalPtScaledown.SetTitle("mtw_allhad__bs"+str(mass[RA])+"__jes__minus")
SignalPtSmearup.SetTitle("mtw_allhad__bs"+str(mass[RA])+"__jer__plus")
SignalPtSmeardown.SetTitle("mtw_allhad__bs"+str(mass[RA])+"__jer__minus")
SignalPileup.SetTitle("mtw_allhad__bs"+str(mass[RA])+"__pile__plus")
SignalPiledown.SetTitle("mtw_allhad__bs"+str(mass[RA])+"__pile__minus")
SignalFS.SetName("mtw_allhad__bs"+str(mass[RA]))
SignalTup.SetName("mtw_allhad__bs"+str(mass[RA])+"__ttag__plus")
SignalTdown.SetName("mtw_allhad__bs"+str(mass[RA])+"__ttag__minus")
SignalTriggerup.SetName("mtw_allhad__bs"+str(mass[RA])+"__trig__plus")
SignalTriggerdown.SetName("mtw_allhad__bs"+str(mass[RA])+"__trig__minus")
SignalPtScaleup.SetName("mtw_allhad__bs"+str(mass[RA])+"__jes__plus")
SignalPtScaledown.SetName("mtw_allhad__bs"+str(mass[RA])+"__jes__minus")
SignalPtSmearup.SetName("mtw_allhad__bs"+str(mass[RA])+"__jer__plus")
SignalPtSmeardown.SetName("mtw_allhad__bs"+str(mass[RA])+"__jer__minus")
SignalPileup.SetName("mtw_allhad__bs"+str(mass[RA])+"__pile__plus")
SignalPiledown.SetName("mtw_allhad__bs"+str(mass[RA])+"__pile__minus")
SignalFS.Write("mtw_allhad__bs"+str(mass[RA]))
SignalTup.Write("mtw_allhad__bs"+str(mass[RA])+"__ttag__plus")
SignalTdown.Write("mtw_allhad__bs"+str(mass[RA])+"__ttag__minus")
SignalTriggerup.Write("mtw_allhad__bs"+str(mass[RA])+"__trig__plus")
SignalTriggerdown.Write("mtw_allhad__bs"+str(mass[RA])+"__trig__minus")
SignalPtScaleup.Write("mtw_allhad__bs"+str(mass[RA])+"__jes__plus")
SignalPtScaledown.Write("mtw_allhad__bs"+str(mass[RA])+"__jes__minus")
SignalPtSmearup.Write("mtw_allhad__bs"+str(mass[RA])+"__jer__plus")
SignalPtSmeardown.Write("mtw_allhad__bs"+str(mass[RA])+"__jer__minus")
SignalPileup.Write("mtw_allhad__bs"+str(mass[RA])+"__pile__plus")
SignalPiledown.Write("mtw_allhad__bs"+str(mass[RA])+"__pile__minus")