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TWanalyzer_QCDorganizer.py
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TWanalyzer_QCDorganizer.py
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import os
import pickle
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 = '35851pb',
dest = 'lumi',
help = 'Lumi folder to look in')
parser.add_option('-c', '--cuts', metavar='F', type='string', action='store',
default = 'sideband1',
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
Cons = LoadConstants()
rebin=1
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]
dataLumi = options.lumi
for ttbarSub in ["_nottsub","_doublettsub"]:
if ttbarSub == '_nottsub':
ttSubVal = 0
elif ttbarSub == '_doublettsub':
ttSubVal = -2
for hand in ["RH","LH"]:#,"vector"]:
if hand == "RH":
coup = "right"
xsecs = Cons['xsec_bsr']
elif hand == "LH":
coup = "left"
xsecs = Cons['xsec_bsl']
elif hand == 'vector':
coup = 'vector'
for key in Cons['xsec_bsr']:
xsecs[key] = Cons['xsec_bsr'][key]+Cons['xsec_bsl'][key]
output = ROOT.TFile( "limitsetting/theta/BStarCombination/allhadronic"+coup+dataLumi+ttbarSub+"_mt.root", "recreate" )
output.cd()
#------------Grab relevant files --------------------------------------
# Grab nominal files
Data = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzer"+options.set+"_Trigger_nominal_none_PSET_"+options.cuts+ttbarSub+".root")
Datamodmdown = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzer"+options.set+"_Trigger_nominal_none_modm_down_PSET_"+options.cuts+ttbarSub+".root")
Datamodmup = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzer"+options.set+"_Trigger_nominal_none_modm_up_PSET_"+options.cuts+ttbarSub+".root")
TTmc = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedttbar_Trigger_nominal_none_PSET_"+options.cuts+ttbarSub+".root")
STmc = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedsingletop_Trigger_nominal_none_PSET_"+options.cuts+ttbarSub+".root")
STtmc = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedsingletop_t_Trigger_nominal_none_PSET_"+options.cuts+ttbarSub+".root")
STtBmc = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedsingletop_tB_Trigger_nominal_none_PSET_"+options.cuts+ttbarSub+".root")
STtWmc = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedsingletop_tW_Trigger_nominal_none_PSET_"+options.cuts+ttbarSub+".root")
STtWBmc = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedsingletop_tWB_Trigger_nominal_none_PSET_"+options.cuts+ttbarSub+".root")
# Grab ttbar JES, JER, Q2, PDF, Pileup
TTmcPtScaleUp = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedttbar_Trigger_nominal_JES_up_PSET_"+options.cuts+ttbarSub+".root")
TTmcPtScaleDown = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedttbar_Trigger_nominal_JES_down_PSET_"+options.cuts+ttbarSub+".root")
TTmcPtSmearUp = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedttbar_Trigger_nominal_JER_up_PSET_"+options.cuts+ttbarSub+".root")
TTmcPtSmearDown = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedttbar_Trigger_nominal_JER_down_PSET_"+options.cuts+ttbarSub+".root")
TTmcMassScaleUp = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedttbar_Trigger_nominal_JMS_up_PSET_"+options.cuts+ttbarSub+".root")
TTmcMassScaleDown = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedttbar_Trigger_nominal_JMS_down_PSET_"+options.cuts+ttbarSub+".root")
TTmcMassSmearUp = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedttbar_Trigger_nominal_JMR_up_PSET_"+options.cuts+ttbarSub+".root")
TTmcMassSmearDown = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedttbar_Trigger_nominal_JMR_down_PSET_"+options.cuts+ttbarSub+".root")
# Now included in ttbar xsec uncertainty
# TTmcQ2ScaleUp = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedttbarscaleup_Trigger_nominal_none_PSET_"+options.cuts+ttbarSub+".root")
# TTmcQ2ScaleDown = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedttbarscaledown_Trigger_nominal_none_PSET_"+options.cuts+ttbarSub+".root")
TTmcPileUp = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedttbar_Trigger_nominal_none_pileup_up_PSET_"+options.cuts+ttbarSub+".root")
TTmcPileDown = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedttbar_Trigger_nominal_none_pileup_down_PSET_"+options.cuts+ttbarSub+".root")
TTmcPDFUp = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedttbar_Trigger_nominal_none_pdf_up_PSET_"+options.cuts+ttbarSub+".root")
TTmcPDFDown = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedttbar_Trigger_nominal_none_pdf_down_PSET_"+options.cuts+ttbarSub+".root")
# Grab singletop JES, JER, Pileup
# t
STtmcPtScaleUp = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_t_Trigger_nominal_JES_up_PSET_'+options.cuts+ttbarSub+'.root')
STtmcPtScaleDown = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_t_Trigger_nominal_JES_down_PSET_'+options.cuts+ttbarSub+'.root')
STtmcPtSmearUp = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_t_Trigger_nominal_JER_up_PSET_'+options.cuts+ttbarSub+'.root')
STtmcPtSmearDown = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_t_Trigger_nominal_JER_down_PSET_'+options.cuts+ttbarSub+'.root')
STtmcMassScaleUp = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_t_Trigger_nominal_JMS_up_PSET_'+options.cuts+ttbarSub+'.root')
STtmcMassScaleDown = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_t_Trigger_nominal_JMS_down_PSET_'+options.cuts+ttbarSub+'.root')
STtmcMassSmearUp = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_t_Trigger_nominal_JMR_up_PSET_'+options.cuts+ttbarSub+'.root')
STtmcMassSmearDown = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_t_Trigger_nominal_JMR_down_PSET_'+options.cuts+ttbarSub+'.root')
STtmcPileUp = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_t_Trigger_nominal_none_pileup_up_PSET_'+options.cuts+ttbarSub+'.root')
STtmcPileDown = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_t_Trigger_nominal_none_pileup_down_PSET_'+options.cuts+ttbarSub+'.root')
# tB
STtBmcPtScaleUp = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tB_Trigger_nominal_JES_up_PSET_'+options.cuts+ttbarSub+'.root')
STtBmcPtScaleDown = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tB_Trigger_nominal_JES_down_PSET_'+options.cuts+ttbarSub+'.root')
STtBmcPtSmearUp = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tB_Trigger_nominal_JER_up_PSET_'+options.cuts+ttbarSub+'.root')
STtBmcPtSmearDown = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tB_Trigger_nominal_JER_down_PSET_'+options.cuts+ttbarSub+'.root')
STtBmcMassScaleUp = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tB_Trigger_nominal_JMS_up_PSET_'+options.cuts+ttbarSub+'.root')
STtBmcMassScaleDown = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tB_Trigger_nominal_JMS_down_PSET_'+options.cuts+ttbarSub+'.root')
STtBmcMassSmearUp = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tB_Trigger_nominal_JMR_up_PSET_'+options.cuts+ttbarSub+'.root')
STtBmcMassSmearDown = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tB_Trigger_nominal_JMR_down_PSET_'+options.cuts+ttbarSub+'.root')
STtBmcPileUp = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tB_Trigger_nominal_none_pileup_up_PSET_'+options.cuts+ttbarSub+'.root')
STtBmcPileDown = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tB_Trigger_nominal_none_pileup_down_PSET_'+options.cuts+ttbarSub+'.root')
# tW
STtWmcPtScaleUp = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tW_Trigger_nominal_JES_up_PSET_'+options.cuts+ttbarSub+'.root')
STtWmcPtScaleDown = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tW_Trigger_nominal_JES_down_PSET_'+options.cuts+ttbarSub+'.root')
STtWmcPtSmearUp = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tW_Trigger_nominal_JER_up_PSET_'+options.cuts+ttbarSub+'.root')
STtWmcPtSmearDown = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tW_Trigger_nominal_JER_down_PSET_'+options.cuts+ttbarSub+'.root')
STtWmcMassScaleUp = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tW_Trigger_nominal_JMS_up_PSET_'+options.cuts+ttbarSub+'.root')
STtWmcMassScaleDown = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tW_Trigger_nominal_JMS_down_PSET_'+options.cuts+ttbarSub+'.root')
STtWmcMassSmearUp = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tW_Trigger_nominal_JMR_up_PSET_'+options.cuts+ttbarSub+'.root')
STtWmcMassSmearDown = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tW_Trigger_nominal_JMR_down_PSET_'+options.cuts+ttbarSub+'.root')
STtWmcPileUp = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tW_Trigger_nominal_none_pileup_up_PSET_'+options.cuts+ttbarSub+'.root')
STtWmcPileDown = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tW_Trigger_nominal_none_pileup_down_PSET_'+options.cuts+ttbarSub+'.root')
# tWB
STtWBmcPtScaleUp = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tWB_Trigger_nominal_JES_up_PSET_'+options.cuts+ttbarSub+'.root')
STtWBmcPtScaleDown = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tWB_Trigger_nominal_JES_down_PSET_'+options.cuts+ttbarSub+'.root')
STtWBmcPtSmearUp = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tWB_Trigger_nominal_JER_up_PSET_'+options.cuts+ttbarSub+'.root')
STtWBmcPtSmearDown = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tWB_Trigger_nominal_JER_down_PSET_'+options.cuts+ttbarSub+'.root')
STtWBmcMassScaleUp = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tWB_Trigger_nominal_JMS_up_PSET_'+options.cuts+ttbarSub+'.root')
STtWBmcMassScaleDown = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tWB_Trigger_nominal_JMS_down_PSET_'+options.cuts+ttbarSub+'.root')
STtWBmcMassSmearUp = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tWB_Trigger_nominal_JMR_up_PSET_'+options.cuts+ttbarSub+'.root')
STtWBmcMassSmearDown = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tWB_Trigger_nominal_JMR_down_PSET_'+options.cuts+ttbarSub+'.root')
STtWBmcPileUp = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tWB_Trigger_nominal_none_pileup_up_PSET_'+options.cuts+ttbarSub+'.root')
STtWBmcPileDown = ROOT.TFile("rootfiles/"+dataLumi+'/TWanalyzerweightedsingletop_tWB_Trigger_nominal_none_pileup_down_PSET_'+options.cuts+ttbarSub+'.root')
#------------Grab histos --------------------------------------
# Nominal
TTmcFS = TTmc.Get("Mt")
STmcFS = STmc.Get("Mt")
STtmcFS = STtmc.Get("Mt")
STtBmcFS = STtBmc.Get("Mt")
STtWmcFS = STtWmc.Get("Mt")
STtWBmcFS = STtWBmc.Get("Mt")
# QCD bkg
TTmcQCD = TTmc.Get("QCDbkgMt")
TTmcQCD2d = TTmc.Get("QCDbkgMt2D")
STmcQCD = STmc.Get("QCDbkgMt")
STmcQCD2d = STmc.Get("QCDbkgMt2D")
# Grab top full selections of uncertainties
TTmcFSPtScaleUp = TTmcPtScaleUp.Get("Mt")
TTmcFSPtScaleDown = TTmcPtScaleDown.Get("Mt")
TTmcFSPtSmearUp = TTmcPtSmearUp.Get("Mt")
TTmcFSPtSmearDown = TTmcPtSmearDown.Get("Mt")
TTmcFSMassScaleUp = TTmcMassScaleUp.Get("Mt")
TTmcFSMassScaleDown = TTmcMassScaleDown.Get("Mt")
TTmcFSMassSmearUp = TTmcMassSmearUp.Get("Mt")
TTmcFSMassSmearDown = TTmcMassSmearDown.Get("Mt")
# TTmcFSQ2ScaleUp = TTmcQ2ScaleUp.Get("Mt")
# TTmcFSQ2ScaleDown = TTmcQ2ScaleDown.Get("Mt")
TTmcFSPileUp = TTmcPileUp.Get("Mt")
TTmcFSPileDown = TTmcPileDown.Get("Mt")
TTmcFSPDFUp = TTmcPDFUp.Get("Mt")
TTmcFSPDFDown = TTmcPDFDown.Get("Mt")
# Grab single top full selections of uncertainties
# t
STtmcFSPtScaleUp = STtmcPtScaleUp.Get("Mt")
STtmcFSPtScaleDown = STtmcPtScaleDown.Get("Mt")
STtmcFSPtSmearUp = STtmcPtSmearUp.Get("Mt")
STtmcFSPtSmearDown = STtmcPtSmearDown.Get("Mt")
STtmcFSMassScaleUp = STtmcMassScaleUp.Get("Mt")
STtmcFSMassScaleDown = STtmcMassScaleDown.Get("Mt")
STtmcFSMassSmearUp = STtmcMassSmearUp.Get("Mt")
STtmcFSMassSmearDown = STtmcMassSmearDown.Get("Mt")
STtmcFSPileUp = STtmcPileUp.Get("Mt")
STtmcFSPileDown = STtmcPileDown.Get("Mt")
# tB
STtBmcFSPtScaleUp = STtBmcPtScaleUp.Get("Mt")
STtBmcFSPtScaleDown = STtBmcPtScaleDown.Get("Mt")
STtBmcFSPtSmearUp = STtBmcPtSmearUp.Get("Mt")
STtBmcFSPtSmearDown = STtBmcPtSmearDown.Get("Mt")
STtBmcFSMassScaleUp = STtBmcMassScaleUp.Get("Mt")
STtBmcFSMassScaleDown = STtBmcMassScaleDown.Get("Mt")
STtBmcFSMassSmearUp = STtBmcMassSmearUp.Get("Mt")
STtBmcFSMassSmearDown = STtBmcMassSmearDown.Get("Mt")
STtBmcFSPileUp = STtBmcPileUp.Get("Mt")
STtBmcFSPileDown = STtBmcPileDown.Get("Mt")
# tW
STtWmcFSPtScaleUp = STtWmcPtScaleUp.Get("Mt")
STtWmcFSPtScaleDown = STtWmcPtScaleDown.Get("Mt")
STtWmcFSPtSmearUp = STtWmcPtSmearUp.Get("Mt")
STtWmcFSPtSmearDown = STtWmcPtSmearDown.Get("Mt")
STtWmcFSMassScaleUp = STtWmcMassScaleUp.Get("Mt")
STtWmcFSMassScaleDown = STtWmcMassScaleDown.Get("Mt")
STtWmcFSMassSmearUp = STtWmcMassSmearUp.Get("Mt")
STtWmcFSMassSmearDown = STtWmcMassSmearDown.Get("Mt")
STtWmcFSPileUp = STtWmcPileUp.Get("Mt")
STtWmcFSPileDown = STtWmcPileDown.Get("Mt")
# tWB
STtWBmcFSPtScaleUp = STtWBmcPtScaleUp.Get("Mt")
STtWBmcFSPtScaleDown = STtWBmcPtScaleDown.Get("Mt")
STtWBmcFSPtSmearUp = STtWBmcPtSmearUp.Get("Mt")
STtWBmcFSPtSmearDown = STtWBmcPtSmearDown.Get("Mt")
STtWBmcFSMassScaleUp = STtWBmcMassScaleUp.Get("Mt")
STtWBmcFSMassScaleDown = STtWBmcMassScaleDown.Get("Mt")
STtWBmcFSMassSmearUp = STtWBmcMassSmearUp.Get("Mt")
STtWBmcFSMassSmearDown = STtWBmcMassSmearDown.Get("Mt")
STtWBmcFSPileUp = STtWBmcPileUp.Get("Mt")
STtWBmcFSPileDown = STtWBmcPileDown.Get("Mt")
# Grab data stuff
DataFS = Data.Get("Mt")
DataQCD = Data.Get("QCDbkgMt")
DataQCD2d = Data.Get("QCDbkgMt2D")
DataQCDUp = Data.Get("QCDbkgMth")
DataQCDDown = Data.Get("QCDbkgMtl")
DataQCDmodmup = Datamodmup.Get("QCDbkgMt")
DataQCDmodmdown = Datamodmdown.Get("QCDbkgMt")
#DataFS.Add(TTmc.Get("Mt"))
# Get rid of double counts
DataQCD.Add(TTmcQCD,ttSubVal)
DataQCDUp.Add(TTmcQCD,ttSubVal)
DataQCDDown.Add(TTmcQCD,ttSubVal)
DataQCD2d.Add(TTmcQCD2d,ttSubVal)
DataQCDmodmup.Add(TTmcQCD,ttSubVal)
DataQCDmodmdown.Add(TTmcQCD,ttSubVal)
DataQCD.Add(STmcQCD,-1)
DataQCDUp.Add(STmcQCD,-1)
DataQCDDown.Add(STmcQCD,-1)
DataQCD2d.Add(STmcQCD2d,-1)
DataQCDmodmup.Add(STmcQCD,-1)
DataQCDmodmdown.Add(STmcQCD,-1)
# Set empty bins to zero
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("QCDbkgMt"+str(fittitles[ihist])).Rebin(rebin))
BEfiterrh = kinFit_Uncertainty(QCDbkg_ARR,'Mt')
# Rebin everything
DataQCD2d.Rebin(rebin)
DataFS.Rebin(rebin)
DataQCD.Rebin(rebin)
DataQCDmodmup.Rebin(rebin)
DataQCDmodmdown.Rebin(rebin)
DataQCDUp.Rebin(rebin)
DataQCDDown.Rebin(rebin)
TTmcFS.Rebin(rebin)
STmcFS.Rebin(rebin)
# ttbar
# TTmcFSQ2ScaleUp.Rebin(rebin)
# TTmcFSQ2ScaleDown.Rebin(rebin)
TTmcFSPtScaleUp.Rebin(rebin)
TTmcFSPtScaleDown.Rebin(rebin)
TTmcFSPtSmearUp.Rebin(rebin)
TTmcFSPtSmearDown.Rebin(rebin)
TTmcFSMassScaleUp.Rebin(rebin)
TTmcFSMassScaleDown.Rebin(rebin)
TTmcFSMassSmearUp.Rebin(rebin)
TTmcFSMassSmearDown.Rebin(rebin)
TTmcFSPileUp.Rebin(rebin)
TTmcFSPileDown.Rebin(rebin)
TTmcFSPDFUp.Rebin(rebin)
TTmcFSPDFDown.Rebin(rebin)
# Singletop
# t
STtmcFS.Rebin(rebin)
STtmcFSPtScaleUp.Rebin(rebin)
STtmcFSPtScaleDown.Rebin(rebin)
STtmcFSPtSmearUp.Rebin(rebin)
STtmcFSPtSmearDown.Rebin(rebin)
STtmcFSMassScaleUp.Rebin(rebin)
STtmcFSMassScaleDown.Rebin(rebin)
STtmcFSMassSmearUp.Rebin(rebin)
STtmcFSMassSmearDown.Rebin(rebin)
STtmcFSPileUp.Rebin(rebin)
STtmcFSPileDown.Rebin(rebin)
# tB
STtBmcFS.Rebin(rebin)
STtBmcFSPtScaleUp.Rebin(rebin)
STtBmcFSPtScaleDown.Rebin(rebin)
STtBmcFSPtSmearUp.Rebin(rebin)
STtBmcFSPtSmearDown.Rebin(rebin)
STtBmcFSMassScaleUp.Rebin(rebin)
STtBmcFSMassScaleDown.Rebin(rebin)
STtBmcFSMassSmearUp.Rebin(rebin)
STtBmcFSMassSmearDown.Rebin(rebin)
STtBmcFSPileUp.Rebin(rebin)
STtBmcFSPileDown.Rebin(rebin)
# tW
STtWmcFS.Rebin(rebin)
STtWmcFSPtScaleUp.Rebin(rebin)
STtWmcFSPtScaleDown.Rebin(rebin)
STtWmcFSPtSmearUp.Rebin(rebin)
STtWmcFSPtSmearDown.Rebin(rebin)
STtWmcFSMassScaleUp.Rebin(rebin)
STtWmcFSMassScaleDown.Rebin(rebin)
STtWmcFSMassSmearUp.Rebin(rebin)
STtWmcFSMassSmearDown.Rebin(rebin)
STtWmcFSPileUp.Rebin(rebin)
STtWmcFSPileDown.Rebin(rebin)
# tWB
STtWBmcFS.Rebin(rebin)
STtWBmcFSPtScaleUp.Rebin(rebin)
STtWBmcFSPtScaleDown.Rebin(rebin)
STtWBmcFSPtSmearUp.Rebin(rebin)
STtWBmcFSPtSmearDown.Rebin(rebin)
STtWBmcFSMassScaleUp.Rebin(rebin)
STtWBmcFSMassScaleDown.Rebin(rebin)
STtWBmcFSMassSmearUp.Rebin(rebin)
STtWBmcFSMassSmearDown.Rebin(rebin)
STtWBmcFSPileUp.Rebin(rebin)
STtWBmcFSPileDown.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))
#-----Set Name-------------------------------
# Data and QCD
DataFS.SetName("mt_allhad__DATA")
DataQCD.SetName("mt_allhad__qcd")
DataQCDUp.SetName("mt_allhad__qcd__Fit__plus")
DataQCDDown.SetName("mt_allhad__qcd__Fit__minus")
DataQCDmodmup.SetName("mt_allhad__qcd__modm__plus")
DataQCDmodmdown.SetName("mt_allhad__qcd__modm__minus")
# DataQCDE1Up.SetName("mt_allhad__qcd__TwoD__plus")
# DataQCDE1Down.SetName("mt_allhad__qcd__TwoD__minus")
DataQCDE2Up.SetName("mt_allhad__qcd__Alt__plus")
DataQCDE2Down.SetName("mt_allhad__qcd__Alt__minus")
TTmcFS.SetName("mt_allhad__ttbar")
#STmcFS.SetName("mt_allhad__st")
# ttbar stuff
TTmcFSPtScaleUp.SetName("mt_allhad__ttbar__jes__plus")
TTmcFSPtScaleDown.SetName("mt_allhad__ttbar__jes__minus")
TTmcFSPtSmearUp.SetName("mt_allhad__ttbar__jer__plus")
TTmcFSPtSmearDown.SetName("mt_allhad__ttbar__jer__minus")
TTmcFSMassScaleUp.SetName("mt_allhad__ttbar__jms__plus")
TTmcFSMassScaleDown.SetName("mt_allhad__ttbar__jms__minus")
TTmcFSMassSmearUp.SetName("mt_allhad__ttbar__jmr__plus")
TTmcFSMassSmearDown.SetName("mt_allhad__ttbar__jmr__minus")
# TTmcFSQ2ScaleUp.SetName("mt_allhad__ttbar__q2__plus")
# TTmcFSQ2ScaleDown.SetName("mt_allhad__ttbar__q2__minus")
TTmcFSPileUp.SetName("mt_allhad__ttbar__pile__plus")
TTmcFSPileDown.SetName("mt_allhad__ttbar__pile__minus")
TTmcFSPDFUp.SetName('mt_allhad__ttbar__pdf__plus')
TTmcFSPDFDown.SetName('mt_allhad__ttbar__pdf__minus')
# TTmcFSTup.SetName("mt_allhad__ttbar__ttag__plus")
# TTmcFSTdown.SetName("mt_allhad__ttbar__ttag__minus")
# Single top
# t
STtmcFS.SetName("mt_allhad__stt")
STtmcFSPtScaleUp.SetName('mt_allhad__stt__jes__plus')
STtmcFSPtScaleDown.SetName('mt_allhad__stt__jes__minus')
STtmcFSPtSmearUp.SetName('mt_allhad__stt__jer__plus')
STtmcFSPtSmearDown.SetName('mt_allhad__stt__jer__minus')
STtmcFSMassScaleUp.SetName('mt_allhad__stt__jms__plus')
STtmcFSMassScaleDown.SetName('mt_allhad__stt__jms__minus')
STtmcFSMassSmearUp.SetName('mt_allhad__stt__jmr__plus')
STtmcFSMassSmearDown.SetName('mt_allhad__stt__jmr__minus')
STtmcFSPileUp.SetName('mt_allhad__stt__pile__plus')
STtmcFSPileDown.SetName('mt_allhad__stt__pile__minus')
# tB
STtBmcFS.SetName("mt_allhad__sttB")
STtBmcFSPtScaleUp.SetName('mt_allhad__sttB__jes__plus')
STtBmcFSPtScaleDown.SetName('mt_allhad__sttB__jes__minus')
STtBmcFSPtSmearUp.SetName('mt_allhad__sttB__jer__plus')
STtBmcFSPtSmearDown.SetName('mt_allhad__sttB__jer__minus')
STtBmcFSMassScaleUp.SetName('mt_allhad__sttB__jms__plus')
STtBmcFSMassScaleDown.SetName('mt_allhad__sttB__jms__minus')
STtBmcFSMassSmearUp.SetName('mt_allhad__sttB__jmr__plus')
STtBmcFSMassSmearDown.SetName('mt_allhad__sttB__jmr__minus')
STtBmcFSPileUp.SetName('mt_allhad__sttB__pile__plus')
STtBmcFSPileDown.SetName('mt_allhad__sttB__pile__minus')
# tW
STtWmcFS.SetName("mt_allhad__sttW")
STtWmcFSPtScaleUp.SetName('mt_allhad__sttW__jes__plus')
STtWmcFSPtScaleDown.SetName('mt_allhad__sttW__jes__minus')
STtWmcFSPtSmearUp.SetName('mt_allhad__sttW__jer__plus')
STtWmcFSPtSmearDown.SetName('mt_allhad__sttW__jer__minus')
STtWmcFSMassScaleUp.SetName('mt_allhad__sttW__jms__plus')
STtWmcFSMassScaleDown.SetName('mt_allhad__sttW__jms__minus')
STtWmcFSMassSmearUp.SetName('mt_allhad__sttW__jmr__plus')
STtWmcFSMassSmearDown.SetName('mt_allhad__sttW__jmr__minus')
STtWmcFSPileUp.SetName('mt_allhad__sttW__pile__plus')
STtWmcFSPileDown.SetName('mt_allhad__sttW__pile__minus')
# tWB
STtWBmcFS.SetName("mt_allhad__sttWB")
STtWBmcFSPtScaleUp.SetName('mt_allhad__sttWB__jes__plus')
STtWBmcFSPtScaleDown.SetName('mt_allhad__sttWB__jes__minus')
STtWBmcFSPtSmearUp.SetName('mt_allhad__sttWB__jer__plus')
STtWBmcFSPtSmearDown.SetName('mt_allhad__sttWB__jer__minus')
STtWBmcFSMassScaleUp.SetName('mt_allhad__sttWB__jms__plus')
STtWBmcFSMassScaleDown.SetName('mt_allhad__sttWB__jms__minus')
STtWBmcFSMassSmearUp.SetName('mt_allhad__sttWB__jmr__plus')
STtWBmcFSMassSmearDown.SetName('mt_allhad__sttWB__jmr__minus')
STtWBmcFSPileUp.SetName('mt_allhad__sttWB__pile__plus')
STtWBmcFSPileDown.SetName('mt_allhad__sttWB__pile__minus')
#-------Set title------------------------------------
# Data and QCD
DataFS.SetTitle("mt_allhad__DATA")
DataQCD.SetTitle("mt_allhad__qcd")
DataQCDUp.SetTitle("mt_allhad__qcd__Fit__plus")
DataQCDDown.SetTitle("mt_allhad__qcd__Fit__minus")
# DataQCDE1Up.SetTitle("mt_allhad__qcd__TwoD__plus")
# DataQCDE1Down.SetTitle("mt_allhad__qcd__TwoD__minus")
DataQCDE2Up.SetTitle("mt_allhad__qcd__Alt__plus")
DataQCDE2Down.SetTitle("mt_allhad__qcd__Alt__minus")
DataQCDmodmup.SetTitle("mt_allhad__qcd__modm__plus")
DataQCDmodmdown.SetTitle("mt_allhad__qcd__modm__minus")
TTmcFS.SetTitle("mt_allhad__ttbar")
# STmcFS.SetTitle("mt_allhad__st")
# ttbar stuff
TTmcFSPtScaleUp.SetTitle("mt_allhad__ttbar__jes__plus")
TTmcFSPtScaleDown.SetTitle("mt_allhad__ttbar__jes__minus")
TTmcFSPtSmearUp.SetTitle("mt_allhad__ttbar__jer__plus")
TTmcFSPtSmearDown.SetTitle("mt_allhad__ttbar__jer__minus")
TTmcFSMassScaleUp.SetTitle("mt_allhad__ttbar__jms__plus")
TTmcFSMassScaleDown.SetTitle("mt_allhad__ttbar__jms__minus")
TTmcFSMassSmearUp.SetTitle("mt_allhad__ttbar__jmr__plus")
TTmcFSMassSmearDown.SetTitle("mt_allhad__ttbar__jmr__minus")
# TTmcFSQ2ScaleUp.SetTitle("mt_allhad__ttbar__q2__plus")
# TTmcFSQ2ScaleDown.SetTitle("mt_allhad__ttbar__q2__minus")
TTmcFSPileUp.SetTitle("mt_allhad__ttbar__pile__plus")
TTmcFSPileDown.SetTitle("mt_allhad__ttbar__pile__minus")
TTmcFSPDFUp.SetTitle('mt_allhad__ttbar__pdf__plus')
TTmcFSPDFDown.SetTitle('mt_allhad__ttbar__pdf__minus')
# TTmcFSTup.SetTitle("mt_allhad__ttbar__ttag__plus")
# TTmcFSTdown.SetTitle("mt_allhad__ttbar__ttag__minus")
# Single top
# t
STtmcFS.SetTitle("mt_allhad__stt")
STtmcFSPtScaleUp.SetTitle('mt_allhad__stt__jes__plus')
STtmcFSPtScaleDown.SetTitle('mt_allhad__stt__jes__minus')
STtmcFSPtSmearUp.SetTitle('mt_allhad__stt__jer__plus')
STtmcFSPtSmearDown.SetTitle('mt_allhad__stt__jer__minus')
STtmcFSMassScaleUp.SetTitle('mt_allhad__stt__jms__plus')
STtmcFSMassScaleDown.SetTitle('mt_allhad__stt__jms__minus')
STtmcFSMassSmearUp.SetTitle('mt_allhad__stt__jmr__plus')
STtmcFSMassSmearDown.SetTitle('mt_allhad__stt__jmr__minus')
STtmcFSPileUp.SetTitle('mt_allhad__stt__pile__plus')
STtmcFSPileDown.SetTitle('mt_allhad__stt__pile__minus')
# tB
STtBmcFS.SetTitle("mt_allhad__sttB")
STtBmcFSPtScaleUp.SetTitle('mt_allhad__sttB__jes__plus')
STtBmcFSPtScaleDown.SetTitle('mt_allhad__sttB__jes__minus')
STtBmcFSPtSmearUp.SetTitle('mt_allhad__sttB__jer__plus')
STtBmcFSPtSmearDown.SetTitle('mt_allhad__sttB__jer__minus')
STtBmcFSMassScaleUp.SetTitle('mt_allhad__sttB__jms__plus')
STtBmcFSMassScaleDown.SetTitle('mt_allhad__sttB__jms__minus')
STtBmcFSMassSmearUp.SetTitle('mt_allhad__sttB__jmr__plus')
STtBmcFSMassSmearDown.SetTitle('mt_allhad__sttB__jmr__minus')
STtBmcFSPileUp.SetTitle('mt_allhad__sttB__pile__plus')
STtBmcFSPileDown.SetTitle('mt_allhad__sttB__pile__minus')
# tW
STtWmcFS.SetTitle("mt_allhad__sttW")
STtWmcFSPtScaleUp.SetTitle('mt_allhad__sttW__jes__plus')
STtWmcFSPtScaleDown.SetTitle('mt_allhad__sttW__jes__minus')
STtWmcFSPtSmearUp.SetTitle('mt_allhad__sttW__jer__plus')
STtWmcFSPtSmearDown.SetTitle('mt_allhad__sttW__jer__minus')
STtWmcFSMassScaleUp.SetTitle('mt_allhad__sttW__jms__plus')
STtWmcFSMassScaleDown.SetTitle('mt_allhad__sttW__jms__minus')
STtWmcFSMassSmearUp.SetTitle('mt_allhad__sttW__jmr__plus')
STtWmcFSMassSmearDown.SetTitle('mt_allhad__sttW__jmr__minus')
STtWmcFSPileUp.SetTitle('mt_allhad__sttW__pile__plus')
STtWmcFSPileDown.SetTitle('mt_allhad__sttW__pile__minus')
# tWB
STtWBmcFS.SetTitle("mt_allhad__sttWB")
STtWBmcFSPtScaleUp.SetTitle('mt_allhad__sttWB__jes__plus')
STtWBmcFSPtScaleDown.SetTitle('mt_allhad__sttWB__jes__minus')
STtWBmcFSPtSmearUp.SetTitle('mt_allhad__sttWB__jer__plus')
STtWBmcFSPtSmearDown.SetTitle('mt_allhad__sttWB__jer__minus')
STtWBmcFSMassScaleUp.SetTitle('mt_allhad__sttWB__jms__plus')
STtWBmcFSMassScaleDown.SetTitle('mt_allhad__sttWB__jms__minus')
STtWBmcFSMassSmearUp.SetTitle('mt_allhad__sttWB__jmr__plus')
STtWBmcFSMassSmearDown.SetTitle('mt_allhad__sttWB__jmr__minus')
STtWBmcFSPileUp.SetTitle('mt_allhad__sttWB__pile__plus')
STtWBmcFSPileDown.SetTitle('mt_allhad__sttWB__pile__minus')
#--------Start writing out----------------
output.cd()
DataFS.Write("mt_allhad__DATA")
DataQCD.Write("mt_allhad__qcd")
DataQCDUp.Write("mt_allhad__qcd__Fit__plus")
DataQCDDown.Write("mt_allhad__qcd__Fit__minus")
# DataQCDE1Up.Write("mt_allhad__qcd__TwoD__plus")
# DataQCDE1Down.Write("mt_allhad__qcd__TwoD__minus")
DataQCDE2Up.Write("mt_allhad__qcd__Alt__plus")
DataQCDE2Down.Write("mt_allhad__qcd__Alt__minus")
DataQCDmodmup.Write("mt_allhad__qcd__modm__plus")
DataQCDmodmdown.Write("mt_allhad__qcd__modm__minus")
#DataQCDBEH.Write("mt_allhad__qcd__bkg__plus")
#DataQCDBEL.Write("mt_allhad__qcd__bkg__minus")
TTmcFS.Write("mt_allhad__ttbar")
# STmcFS.Write("mt_allhad__st")
# ttbar stuff
TTmcFSPtScaleUp.Write("mt_allhad__ttbar__jes__plus")
TTmcFSPtScaleDown.Write("mt_allhad__ttbar__jes__minus")
TTmcFSPtSmearUp.Write("mt_allhad__ttbar__jer__plus")
TTmcFSPtSmearDown.Write("mt_allhad__ttbar__jer__minus")
TTmcFSMassScaleUp.Write("mt_allhad__ttbar__jms__plus")
TTmcFSMassScaleDown.Write("mt_allhad__ttbar__jms__minus")
TTmcFSMassSmearUp.Write("mt_allhad__ttbar__jmr__plus")
TTmcFSMassSmearDown.Write("mt_allhad__ttbar__jmr__minus")
# TTmcFSQ2ScaleUp.Write("mt_allhad__ttbar__q2__plus")
# TTmcFSQ2ScaleDown.Write("mt_allhad__ttbar__q2__minus")
TTmcFSPileUp.Write("mt_allhad__ttbar__pile__plus")
TTmcFSPileDown.Write("mt_allhad__ttbar__pile__minus")
TTmcFSPDFUp.Write('mt_allhad__ttbar__pdf__plus')
TTmcFSPDFDown.Write('mt_allhad__ttbar__pdf__minus')
# TTmcFSTup.Write("mt_allhad__ttbar__ttag__plus")
# TTmcFSTdown.Write("mt_allhad__ttbar__ttag__minus")
# Single top
# t
STtmcFS.Write("mt_allhad__stt")
STtmcFSPtScaleUp.Write('mt_allhad__stt__jes__plus')
STtmcFSPtScaleDown.Write('mt_allhad__stt__jes__minus')
STtmcFSPtSmearUp.Write('mt_allhad__stt__jer__plus')
STtmcFSPtSmearDown.Write('mt_allhad__stt__jer__minus')
STtmcFSMassScaleUp.Write('mt_allhad__stt__jms__plus')
STtmcFSMassScaleDown.Write('mt_allhad__stt__jms__minus')
STtmcFSMassSmearUp.Write('mt_allhad__stt__jmr__plus')
STtmcFSMassSmearDown.Write('mt_allhad__stt__jmr__minus')
STtmcFSPileUp.Write('mt_allhad__stt__pile__plus')
STtmcFSPileDown.Write('mt_allhad__stt__pile__minus')
# tB
STtBmcFS.Write("mt_allhad__sttB")
STtBmcFSPtScaleUp.Write('mt_allhad__sttB__jes__plus')
STtBmcFSPtScaleDown.Write('mt_allhad__sttB__jes__minus')
STtBmcFSPtSmearUp.Write('mt_allhad__sttB__jer__plus')
STtBmcFSPtSmearDown.Write('mt_allhad__sttB__jer__minus')
STtBmcFSMassScaleUp.Write('mt_allhad__sttB__jms__plus')
STtBmcFSMassScaleDown.Write('mt_allhad__sttB__jms__minus')
STtBmcFSMassSmearUp.Write('mt_allhad__sttB__jmr__plus')
STtBmcFSMassSmearDown.Write('mt_allhad__sttB__jmr__minus')
STtBmcFSPileUp.Write('mt_allhad__sttB__pile__plus')
STtBmcFSPileDown.Write('mt_allhad__sttB__pile__minus')
# tW
STtWmcFS.Write("mt_allhad__sttW")
STtWmcFSPtScaleUp.Write('mt_allhad__sttW__jes__plus')
STtWmcFSPtScaleDown.Write('mt_allhad__sttW__jes__minus')
STtWmcFSPtSmearUp.Write('mt_allhad__sttW__jer__plus')
STtWmcFSPtSmearDown.Write('mt_allhad__sttW__jer__minus')
STtWmcFSMassScaleUp.Write('mt_allhad__sttW__jms__plus')
STtWmcFSMassScaleDown.Write('mt_allhad__sttW__jms__minus')
STtWmcFSMassSmearUp.Write('mt_allhad__sttW__jmr__plus')
STtWmcFSMassSmearDown.Write('mt_allhad__sttW__jmr__minus')
STtWmcFSPileUp.Write('mt_allhad__sttW__pile__plus')
STtWmcFSPileDown.Write('mt_allhad__sttW__pile__minus')
# tWB
STtWBmcFS.Write("mt_allhad__sttWB")
STtWBmcFSPtScaleUp.Write('mt_allhad__sttWB__jes__plus')
STtWBmcFSPtScaleDown.Write('mt_allhad__sttWB__jes__minus')
STtWBmcFSPtSmearUp.Write('mt_allhad__sttWB__jer__plus')
STtWBmcFSPtSmearDown.Write('mt_allhad__sttWB__jer__minus')
STtWBmcFSMassScaleUp.Write('mt_allhad__sttWB__jms__plus')
STtWBmcFSMassScaleDown.Write('mt_allhad__sttWB__jms__minus')
STtWBmcFSMassSmearUp.Write('mt_allhad__sttWB__jmr__plus')
STtWBmcFSMassSmearDown.Write('mt_allhad__sttWB__jmr__minus')
STtWBmcFSPileUp.Write('mt_allhad__sttWB__pile__plus')
STtWBmcFSPileDown.Write('mt_allhad__sttWB__pile__minus')
xsecDict = {}
for RA in range(0,len(mass)):
SignalB11 = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedsignal"+hand+str(mass[RA])+"_Trigger_nominal_none_PSET_"+cuts+".root")
SignalB11PtScaleUp = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedsignal"+hand+str(mass[RA])+"_Trigger_nominal_JES_up_PSET_"+options.cuts+ttbarSub+".root")
SignalB11PtScaleDown = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedsignal"+hand+str(mass[RA])+"_Trigger_nominal_JES_down_PSET_"+options.cuts+ttbarSub+".root")
SignalB11PtSmearUp = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedsignal"+hand+str(mass[RA])+"_Trigger_nominal_JER_up_PSET_"+options.cuts+ttbarSub+".root")
SignalB11PtSmearDown = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedsignal"+hand+str(mass[RA])+"_Trigger_nominal_JER_down_PSET_"+options.cuts+ttbarSub+".root")
SignalB11MassScaleUp = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedsignal"+hand+str(mass[RA])+"_Trigger_nominal_JMS_up_PSET_"+options.cuts+ttbarSub+".root")
SignalB11MassScaleDown = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedsignal"+hand+str(mass[RA])+"_Trigger_nominal_JMS_down_PSET_"+options.cuts+ttbarSub+".root")
SignalB11MassSmearUp = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedsignal"+hand+str(mass[RA])+"_Trigger_nominal_JMR_up_PSET_"+options.cuts+ttbarSub+".root")
SignalB11MassSmearDown = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedsignal"+hand+str(mass[RA])+"_Trigger_nominal_JMR_down_PSET_"+options.cuts+ttbarSub+".root")
SignalB11PileUp = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedsignal"+hand+str(mass[RA])+"_Trigger_nominal_none_pileup_up_PSET_"+options.cuts+ttbarSub+".root")
SignalB11PileDown = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedsignal"+hand+str(mass[RA])+"_Trigger_nominal_none_pileup_down_PSET_"+options.cuts+ttbarSub+".root")
SignalB11PDFUp = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedsignal"+hand+str(mass[RA])+"_Trigger_nominal_none_pdf_up_PSET_"+options.cuts+ttbarSub+".root")
SignalB11PDFDown = ROOT.TFile("rootfiles/"+dataLumi+"/TWanalyzerweightedsignal"+hand+str(mass[RA])+"_Trigger_nominal_none_pdf_down_PSET_"+options.cuts+ttbarSub+".root")
SignalFS = SignalB11.Get("Mt")
# SignalTup = SignalB11.Get("MtTup")
# SignalTdown = SignalB11.Get("MtTdown")
SignalPDFUp = SignalB11PDFUp.Get("Mt")
SignalPDFDown = SignalB11PDFDown.Get("Mt")
SignalPtScaleup = SignalB11PtScaleUp.Get("Mt")
SignalPtScaledown = SignalB11PtScaleDown.Get("Mt")
SignalPtSmearup = SignalB11PtSmearUp.Get("Mt")
SignalPtSmeardown = SignalB11PtSmearDown.Get("Mt")
SignalMassScaleup = SignalB11MassScaleUp.Get("Mt")
SignalMassScaledown = SignalB11MassScaleDown.Get("Mt")
SignalMassSmearup = SignalB11MassSmearUp.Get("Mt")
SignalMassSmeardown = SignalB11MassSmearDown.Get("Mt")
SignalPileup = SignalB11PileUp.Get("Mt")
SignalPiledown = SignalB11PileDown.Get("Mt")
# Need to separate the PDF shape and normalization uncertainties
# Normalization will be applied later as a band on the theory limit line
xsec_up, xsec_down = PDFNormUncert(SignalFS,SignalPDFUp,SignalPDFDown,xsecs[str(mass[RA])])
# Store values in a dictionary - write out at the end
xsecDict[str(mass[RA])] = [xsec_up,xsec_down]
# We keep the shape uncertainty here
SignalPDFShapeUp, SignalPDFShapeDown = PDFShapeUncert(SignalFS,SignalPDFUp,SignalPDFDown)
output.cd()
SignalFS.Rebin(rebin)
# SignalTup.Rebin(rebin)
# SignalTdown.Rebin(rebin)
SignalPtScaleup.Rebin(rebin)
SignalPtScaledown.Rebin(rebin)
SignalPtSmearup.Rebin(rebin)
SignalPtSmeardown.Rebin(rebin)
SignalMassScaleup.Rebin(rebin)
SignalMassScaledown.Rebin(rebin)
SignalMassSmearup.Rebin(rebin)
SignalMassSmeardown.Rebin(rebin)
SignalPDFShapeUp.Rebin(rebin)
SignalPDFShapeDown.Rebin(rebin)
SignalPileup.Rebin(rebin)
SignalPiledown.Rebin(rebin)
SignalFS.SetTitle("mt_allhad__bs"+str(mass[RA]))
SignalPtScaleup.SetTitle("mt_allhad__bs"+str(mass[RA])+"__jes__plus")
SignalPtScaledown.SetTitle("mt_allhad__bs"+str(mass[RA])+"__jes__minus")
SignalPtSmearup.SetTitle("mt_allhad__bs"+str(mass[RA])+"__jer__plus")
SignalPtSmeardown.SetTitle("mt_allhad__bs"+str(mass[RA])+"__jer__minus")
SignalMassScaleup.SetTitle("mt_allhad__bs"+str(mass[RA])+"__jms__plus")
SignalMassScaledown.SetTitle("mt_allhad__bs"+str(mass[RA])+"__jms__minus")
SignalMassSmearup.SetTitle("mt_allhad__bs"+str(mass[RA])+"__jmr__plus")
SignalMassSmeardown.SetTitle("mt_allhad__bs"+str(mass[RA])+"__jmr__minus")
SignalPileup.SetTitle("mt_allhad__bs"+str(mass[RA])+"__pile__plus")
SignalPiledown.SetTitle("mt_allhad__bs"+str(mass[RA])+"__pile__minus")
SignalPDFShapeUp.SetTitle('mt_allhad__bs'+str(mass[RA])+'__pdf__plus')
SignalPDFShapeDown.SetTitle('mt_allhad__bs'+str(mass[RA])+'__pdf__minus')
SignalFS.SetName("mt_allhad__bs"+str(mass[RA]))
SignalPtScaleup.SetName("mt_allhad__bs"+str(mass[RA])+"__jes__plus")
SignalPtScaledown.SetName("mt_allhad__bs"+str(mass[RA])+"__jes__minus")
SignalPtSmearup.SetName("mt_allhad__bs"+str(mass[RA])+"__jer__plus")
SignalPtSmeardown.SetName("mt_allhad__bs"+str(mass[RA])+"__jer__minus")
SignalMassScaleup.SetName("mt_allhad__bs"+str(mass[RA])+"__jms__plus")
SignalMassScaledown.SetName("mt_allhad__bs"+str(mass[RA])+"__jms__minus")
SignalMassSmearup.SetName("mt_allhad__bs"+str(mass[RA])+"__jmr__plus")
SignalMassSmeardown.SetName("mt_allhad__bs"+str(mass[RA])+"__jmr__minus")
SignalPileup.SetName("mt_allhad__bs"+str(mass[RA])+"__pile__plus")
SignalPiledown.SetName("mt_allhad__bs"+str(mass[RA])+"__pile__minus")
SignalPDFShapeUp.SetName('mt_allhad__bs'+str(mass[RA])+'__pdf__plus')
SignalPDFShapeDown.SetName('mt_allhad__bs'+str(mass[RA])+'__pdf__minus')
SignalFS.Write("mt_allhad__bs"+str(mass[RA]))
SignalPtScaleup.Write("mt_allhad__bs"+str(mass[RA])+"__jes__plus")
SignalPtScaledown.Write("mt_allhad__bs"+str(mass[RA])+"__jes__minus")
SignalPtSmearup.Write("mt_allhad__bs"+str(mass[RA])+"__jer__plus")
SignalPtSmeardown.Write("mt_allhad__bs"+str(mass[RA])+"__jer__minus")
SignalMassScaleup.Write("mt_allhad__bs"+str(mass[RA])+"__jms__plus")
SignalMassScaledown.Write("mt_allhad__bs"+str(mass[RA])+"__jms__minus")
SignalMassSmearup.Write("mt_allhad__bs"+str(mass[RA])+"__jmr__plus")
SignalMassSmeardown.Write("mt_allhad__bs"+str(mass[RA])+"__jmr__minus")
SignalPileup.Write("mt_allhad__bs"+str(mass[RA])+"__pile__plus")
SignalPiledown.Write("mt_allhad__bs"+str(mass[RA])+"__pile__minus")
SignalPDFShapeUp.Write('mt_allhad__bs'+str(mass[RA])+'__pdf__plus')
SignalPDFShapeDown.Write('mt_allhad__bs'+str(mass[RA])+'__pdf__minus')
xsecFile = open('results/xsec_dict_'+coup+'_had.pkl',"wb")
pickle.dump(xsecDict,xsecFile)
xsecFile.close()