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createTablesWidthUncertainties.py
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from ROOT import TCanvas, TPad, TLegend, kWhite, kRed, kBlue, kGreen, kOrange, TGraph, kMagenta, kBlack, kCyan
from numpy import array as ar
from array import array
from setTDRStyle import setTDRStyle
from copy import deepcopy
import ratios
from helpers import *
from defs import getPlot, Backgrounds, Backgrounds2016, Backgrounds2018, Signals, Data, zScale2016, zScale2018, Data2016, Data2018
import sys, os
import argparse
parser = argparse.ArgumentParser()
#parser.add_argument("-inFile", help="Input file", type=str)
parser.add_argument("-flav", help="Lepton flavor", type=str)
parser.add_argument("-unc", help="Uncertainty: 'nominal'*, 'scaleup', 'scaledown', 'muonid', 'smeared'", type=str, default="nominal")
parser.add_argument("-cs", help="CS bin: 'inc', 'cspos', 'csneg'", type=str, default="inc")
parser.add_argument("-d", help="debug", action='store_true')
parser.add_argument("-do2016", help="do 2016", action='store_true')
parser.add_argument("-do2018", help="do 2018", action='store_true')
parser.add_argument("-add", help="add", action="store_true")
args = parser.parse_args()
# ~ intfs=["Con","Des"]
print (path)
uncertainties = [
"nominal",
"scaleup",
"scaledown",
## ele only
"pileup",
"piledown",
## muon only
"smeared",
"muonid",
]
plots = {
"Mubbnominal": "massPlotBBNoLog",
"Mubenominal": "massPlotBENoLog",
"Elebbnominal": "massPlotEleBBNoLog",
"Elebenominal": "massPlotEleBENoLog",
"Mubbscaleup": "massPlotBBScaleUpNoLog",
"Mubescaleup": "massPlotBEScaleUpNoLog",
"Elebbscaleup": "massPlotEleBBScaleUpNoLog",
"Elebescaleup": "massPlotEleBEScaleUpNoLog",
"Mubbscaledown": "massPlotBBScaleDownNoLog",
"Mubescaledown": "massPlotBEScaleDownNoLog",
"Elebbscaledown": "massPlotEleBBScaleDownNoLog",
"Elebescaledown": "massPlotEleBEScaleDownNoLog",
"Elebbpileup": "massPlotEleBBPUScaleUpNoLog",
"Elebepileup": "massPlotEleBEPUScaleUpNoLog",
"Elebbpiledown": "massPlotEleBBPUScaleDownNoLog",
"Elebepiledown": "massPlotEleBEPUScaleDownNoLog",
"Elebbprefireup": "massPlotEleBBPrefireUpNoLog",
"Elebeprefireup": "massPlotEleBEPrefireUpNoLog",
"Elebbprefiredown": "massPlotEleBBPrefireDownNoLog",
"Elebeprefiredown": "massPlotEleBEPrefireDownNoLog",
"Mubbsmeared": "massPlotBBSmearNoLog",
"Mubesmeared": "massPlotBESmearNoLog",
"Mubbmuonid": "massPlotBBMuonIDNoLog",
"Mubemuonid": "massPlotBEMuonIDNoLog",
"Mubbnominalcspos": "massPlotBBCSPosNoLog",
"Mubenominalcspos": "massPlotBECSPosNoLog",
"Elebbnominalcspos": "massPlotEleBBCSPosNoLog",
"Elebenominalcspos": "massPlotEleBECSPosNoLog",
"Mubbscaleupcspos": "massPlotBBScaleUpCSPosNoLog",
"Mubescaleupcspos": "massPlotBEScaleUpCSPosNoLog",
"Elebbscaleupcspos": "massPlotEleBBScaleUpCSPosNoLog",
"Elebescaleupcspos": "massPlotEleBEScaleUpCSPosNoLog",
"Mubbscaledowncspos": "massPlotBBScaleDownCSPosNoLog",
"Mubescaledowncspos": "massPlotBEScaleDownCSPosNoLog",
"Elebbscaledowncspos": "massPlotEleBBScaleDownCSPosNoLog",
"Elebescaledowncspos": "massPlotEleBEScaleDownCSPosNoLog",
"Elebbpileupcspos": "massPlotEleBBPUScaleUpCSPosNoLog",
"Elebepileupcspos": "massPlotEleBEPUScaleUpCSPosNoLog",
"Elebbpiledowncspos": "massPlotEleBBPUScaleDownCSPosNoLog",
"Elebepiledowncspos": "massPlotEleBEPUScaleDownCSPosNoLog",
"Mubbsmearedcspos": "massPlotBBSmearCSPosNoLog",
"Mubesmearedcspos": "massPlotBESmearCSPosNoLog",
"Mubbmuonidcspos": "massPlotBBMuonIDCSPosNoLog",
"Mubemuonidcspos": "massPlotBEMuonIDCSPosNoLog",
"Mubbnominalcsneg": "massPlotBBCSNegNoLog",
"Mubenominalcsneg": "massPlotBECSNegNoLog",
"Elebbnominalcsneg": "massPlotEleBBCSNegNoLog",
"Elebenominalcsneg": "massPlotEleBECSNegNoLog",
"Mubbscaleupcsneg": "massPlotBBScaleUpCSNegNoLog",
"Mubescaleupcsneg": "massPlotBEScaleUpCSNegNoLog",
"Elebbscaleupcsneg": "massPlotEleBBScaleUpCSNegNoLog",
"Elebescaleupcsneg": "massPlotEleBEScaleUpCSNegNoLog",
"Mubbscaledowncsneg": "massPlotBBScaleDownCSNegNoLog",
"Mubescaledowncsneg": "massPlotBEScaleDownCSNegNoLog",
"Elebbscaledowncsneg": "massPlotEleBBScaleDownCSNegNoLog",
"Elebescaledowncsneg": "massPlotEleBEScaleDownCSNegNoLog",
"Elebbpileupcsneg": "massPlotEleBBPUScaleUpCSNegNoLog",
"Elebepileupcsneg": "massPlotEleBEPUScaleUpCSNegNoLog",
"Elebbpiledowncsneg": "massPlotEleBBPUScaleDownCSNegNoLog",
"Elebepiledowncsneg": "massPlotEleBEPUScaleDownCSNegNoLog",
"Mubbsmearedcsneg": "massPlotBBSmearCSNegNoLog",
"Mubesmearedcsneg": "massPlotBESmearCSNegNoLog",
"Mubbmuonidcsneg": "massPlotBBMuonIDCSNegNoLog",
"Mubemuonidcsneg": "massPlotBEMuonIDCSNegNoLog",
}
antypes=[
# ["E","e","Ele","/store/user/sturdy/ZprimeAnalysis/histosHLTWeighted"],
# ["Mu","mu","Mu","/store/user/sturdy/ZprimeAnalysis/histosCutHLT"]
["E","e","Ele"],
["Mu","mu","Mu"]
]
lumis = {
"Mu": 42.1,
"Ele": 41.5
}
if args.do2016:
lumis = {"Mu":36.3, "Ele":35.9}
etabins = ["bb","be"]
# 0 1 2 3
csbins = ["inc","csneg","cspos"]
# 0 1 2
csbin = args.cs
unc = args.unc
debug = args.d
if csbin not in csbins:
print("CS bin '{0}' not in:".format(csbin),csbins)
exit(1)
if unc not in uncertainties:
print("Plot type '{0}' not in:".format(unc),uncertainties)
exit(1)
def getLine(i,massLow,massHigh,hists,uncHists):
# ~ line = "%d - %d & %d & %.1f \\pm %.1f & %.1f \\pm %.1f & %.1f \\pm %.1f & %.1f \\pm %.1f \\hline"
line = "%d - %d & %d & %.2f $\\pm$ %.2f & %.2f $\\pm$ %.2f & %.2f $\\pm$ %.2f & %.2f $\\pm$ %.2f \\\ "
data = hists[0].GetBinContent(i)
dyErr = (hists[1].GetBinError(i)**2 + (hists[1].GetBinContent(i)*uncHists[0].GetBinContent(i))**2)**0.5
dy = hists[1].GetBinContent(i)
otherErr = (hists[2].GetBinError(i)**2 + (hists[2].GetBinContent(i)*uncHists[1].GetBinContent(i))**2)**0.5
other = hists[2].GetBinContent(i)
jets = hists[3].GetBinContent(i)
jetsErr = 0.5*jets
return line%(massLow,massHigh,data,(dy+max(0,other)+jets),(dyErr+otherErr+jetsErr),abs(dy),abs(dyErr),abs(other),abs(otherErr),jets,jetsErr)
def getTable(massBins,hists,uncHists):
tableCI = '''Mass range & data & total bkg & $\\gamma^*/\\mathrm{Z}\\rightarrow$ ee & $t\\bar{t}$ and $t\\bar{t}$-like bkg & Jets \\\
\\hline
%s
%s
%s
%s
%s
%s
'''
tableADD = '''Mass range & data & total bkg & $\\gamma^*/\\mathrm{Z}\\rightarrow$ ee & $t\\bar{t}$ and $t\\bar{t}$-like bkg & Jets\\\
\\hline
%s
%s
%s
%s
%s
'''
lines = []
for i in range(1,hists[0].GetNbinsX()+1):
lines.append(getLine(i,massBins[i-1],massBins[i],hists,uncHists))
if len(massBins) == 7:
return tableCI%(lines[0],lines[1],lines[2],lines[3],lines[4],lines[5])
else:
return tableADD%(lines[0],lines[1],lines[2],lines[3],lines[4])
for etabin in etabins:
for antype in antypes:
addLabel = ""
if args.do2016:
addLabel="_2016"
elif args.do2018:
addLabel="_2018"
if args.add:
addLabel += "_ADD"
# ~ for intfe in intfs:
# ~ for heli in helis:
plotName = antype[2]+etabin+'nominal'
plotNameScaleUp = antype[2]+etabin+'scaleup'
plotNameScaleDown = antype[2]+etabin+'scaledown'
if antype[2] == 'Ele':
plotNamePUUp = antype[2]+etabin+'pileup'
plotNamePUDown = antype[2]+etabin+'piledown'
plotNamePrefireUp = antype[2]+etabin+'prefireup'
plotNamePrefireDown = antype[2]+etabin+'prefiredown'
if antype[2] == 'Mu':
plotNameSmear = antype[2]+etabin+'smeared'
plotNameWeighted = antype[2]+etabin+'muonid'
if not csbin == "inc":
plotName = antype[2]+etabin+unc+csbin
plot = getPlot(plots[plotName])
plotScaleUp = getPlot(plots[plotNameScaleUp])
plotScaleDown = getPlot(plots[plotNameScaleDown])
if antype[2] == 'Ele':
plotPUUp = getPlot(plots[plotNamePUUp])
plotPUDown = getPlot(plots[plotNamePUDown])
plotPrefireUp = getPlot(plots[plotNamePrefireUp])
plotPrefireDown = getPlot(plots[plotNamePrefireDown])
if antype[2] == 'Mu':
plotWeigthed = getPlot(plots[plotNameWeighted])
plotSmeared = getPlot(plots[plotNameSmear])
eventCounts = totalNumberOfGeneratedEvents(path,plot.muon)
negWeights = negWeightFractions(path,plot.muon)
if "2016" in addLabel:
lumi = 35.9*1000
if "bbbe" in plot.histName:
zScaleFac = zScale2016["electrons"][0]
elif "bb" in plot.histName:
zScaleFac = zScale2016["electrons"][1]
elif "be" in plot.histName:
zScaleFac = zScale2016["electrons"][2]
if plot.muon:
zScaleFac = zScale2016["muons"]
elif "2018" in addLabel:
lumi = 59.97*1000
if "bbbe" in plot.histName:
zScaleFac = zScale2018["electrons"][0]
elif "bb" in plot.histName:
zScaleFac = zScale2018["electrons"][1]
elif "be" in plot.histName:
zScaleFac = zScale2018["electrons"][2]
if plot.muon:
zScaleFac = zScale2018["muons"]
else:
lumi = 41.529*1000
if "bbbe" in plot.histName:
zScaleFac = zScale["electrons"][0]
elif "bb" in plot.histName:
zScaleFac = zScale["electrons"][1]
elif "be" in plot.histName:
zScaleFac = zScale["electrons"][2]
if plot.muon:
zScaleFac = zScale["muons"]
# list for 2016
if "2016" in addLabel:
data = Process(Data2016, normalized=True)
drellyan = Process(getattr(Backgrounds2016,"DrellYan"),eventCounts,negWeights)
jets = Process(getattr(Backgrounds2016,"Jets"),eventCounts,negWeights,normalized=True)
if antype[2] == 'Ele':
other = Process(getattr(Backgrounds2016,"OtherEle"),eventCounts,negWeights)
else:
other = Process(getattr(Backgrounds2016,"Other"),eventCounts,negWeights)
elif "2018" in addLabel:
data = Process(Data2018, normalized=True)
drellyan = Process(getattr(Backgrounds2018,"DrellYan"),eventCounts,negWeights)
other = Process(getattr(Backgrounds2018,"Other"),eventCounts,negWeights)
jets = Process(getattr(Backgrounds2018,"Jets"),eventCounts,negWeights,normalized=True)
else:
data = Process(Data, normalized=True)
drellyan = Process(getattr(Backgrounds,"DrellYan"),eventCounts,negWeights)
other = Process(getattr(Backgrounds,"Other"),eventCounts,negWeights)
jets = Process(getattr(Backgrounds,"Jets"),eventCounts,negWeights,normalized=True)
dataHist = data.loadHistogram(plot,lumi,zScaleFac)
dyHist = deepcopy(drellyan.loadHistogram(plot,lumi,zScaleFac))
dyHistPDF = dyHist.Clone("dyPDF")
dyHistScaleUp = deepcopy(drellyan.loadHistogram(plotScaleUp,lumi,zScaleFac))
dyHistScaleDown = deepcopy(drellyan.loadHistogram(plotScaleDown,lumi,zScaleFac))
if antype[2] == 'Ele':
dyHistPUUp = deepcopy(drellyan.loadHistogram(plotPUUp,lumi,zScaleFac))
dyHistPUDown = deepcopy(drellyan.loadHistogram(plotPUDown,lumi,zScaleFac))
dyHistPrefireUp = deepcopy(drellyan.loadHistogram(plotPrefireUp,lumi,zScaleFac))
dyHistPrefireDown = deepcopy(drellyan.loadHistogram(plotPrefireDown,lumi,zScaleFac))
if antype[2] == 'Mu':
dyHistWeighted = deepcopy(drellyan.loadHistogram(plotWeigthed,lumi,zScaleFac))
dyHistSmear = deepcopy(drellyan.loadHistogram(plotSmeared,lumi,zScaleFac))
otherHist = other.loadHistogram(plot,lumi,zScaleFac)
otherHistPDF = otherHist.Clone("otherPDF")
otherHistXSec = otherHist.Clone("otherHistXSec")
# ~ dyHistXSec = dyHist.Clone("dyHistXSec")
otherHistXSec.Scale(1.07)
# ~ dyHistXSec.Add(otherHistXSec)
otherHistRest = otherHist.Clone("otherHistRest")
dyHistRest = dyHist.Clone("dyHistRest")
# ~ dyHistRest.Add(otherHistRest)
if args.do2016:
if antype[2] == 'Ele':
if etabin == "bb":
dyHistRest.Scale(1+(0.01**2+0.06**2)**0.5)
otherHistRest.Scale(1+(0.01**2+0.06**2)**0.5)
else:
dyHistRest.Scale(1+(0.01**2+0.08**2)**0.5)
otherHistRest.Scale(1+(0.01**2+0.08**2)**0.5)
elif antype[2] == 'Mu':
if etabin == "bb":
dyHistRest.Scale(1+(0.003**2+0.05**2)**0.5)
otherHistRest.Scale(1+(0.003**2+0.05**2)**0.5)
else:
dyHistRest.Scale(1+(0.007**2+0.05**2)**0.5)
otherHistRest.Scale(1+(0.007**2+0.05**2)**0.5)
if args.do2018:
if antype[2] == 'Ele':
if etabin == "bb":
dyHistRest.Scale(1+(0.02**2+0.06**2)**0.5)
otherHistRest.Scale(1+(0.02**2+0.06**2)**0.5)
else:
dyHistRest.Scale(1+(0.04**2+0.08**2)**0.5)
otherHistRest.Scale(1+(0.04**2+0.08**2)**0.5)
elif antype[2] == 'Mu':
if etabin == "bb":
dyHistRest.Scale(1+(0.01**2+0.05**2)**0.5)
otherHistRest.Scale(1+(0.01**2+0.05**2)**0.5)
else:
dyHistRest.Scale(1+(0.01**2+0.05**2)**0.5)
otherHistRest.Scale(1+(0.01**2+0.05**2)**0.5)
else:
if antype[2] == 'Ele':
if etabin == "bb":
dyHistRest.Scale(1+(0.02**2+0.06**2)**0.5)
otherHistRest.Scale(1+(0.02**2+0.06**2)**0.5)
else:
dyHistRest.Scale(1+(0.04**2+0.08**2)**0.5)
otherHistRest.Scale(1+(0.04**2+0.08**2)**0.5)
elif antype[2] == 'Mu':
if etabin == "bb":
dyHistRest.Scale(1+(0.01**2+0.05**2)**0.5)
otherHistRest.Scale(1+(0.01**2+0.05**2)**0.5)
else:
dyHistRest.Scale(1+(0.01**2+0.05**2)**0.5)
otherHistRest.Scale(1+(0.01**2+0.05**2)**0.5)
# ~ dyHist.Add(deepcopy(otherHist))
otherHistScaleUp = deepcopy(other.loadHistogram(plotScaleUp,lumi,zScaleFac))
otherHistScaleDown = deepcopy(other.loadHistogram(plotScaleDown,lumi,zScaleFac))
if antype[2] == 'Ele':
otherHistPUUp = deepcopy(other.loadHistogram(plotPUUp,lumi,zScaleFac))
otherHistPUDown = deepcopy(other.loadHistogram(plotPUDown,lumi,zScaleFac))
otherHistPrefireUp = deepcopy(other.loadHistogram(plotPrefireUp,lumi,zScaleFac))
otherHistPrefireDown = deepcopy(other.loadHistogram(plotPrefireDown,lumi,zScaleFac))
if antype[2] == 'Mu':
otherHistWeighted = deepcopy(other.loadHistogram(plotWeigthed,lumi,zScaleFac))
otherHistSmear = deepcopy(other.loadHistogram(plotSmeared,lumi,zScaleFac))
if args.add:
if args.do2016:
massBins = [1900,2200,2600,3000,3400,10000]
else:
massBins = [1800,2200,2600,3000,3400,10000]
else:
massBins = [400,500,700,1100,1900,3500,10000]
massBins = [120,400,600,900,1300,1800,10000]
jetHist = TheStack([jets],lumi,plot,zScaleFac).theHistogram
jetHist = jetHist.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
dataHist = dataHist.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
dyHist = dyHist.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
dyHistPDF = dyHistPDF.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
dyHistRest = dyHistRest.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
if antype[2] == 'Ele':
dyHistPUUp = dyHistPUUp.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
dyHistPUDown = dyHistPUDown.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
dyHistPrefireUp = dyHistPrefireUp.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
dyHistPrefireDown = dyHistPrefireDown.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
dyHistScaleUp = dyHistScaleUp.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
dyHistScaleDown = dyHistScaleDown.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
if antype[2] == 'Mu':
dyHistWeighted = dyHistWeighted.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
dyHistSmear = dyHistSmear.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
otherHist = otherHist.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
otherHistPDF = otherHistPDF.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
otherHistXSec = otherHistXSec.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
otherHistRest = otherHistRest.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
if antype[2] == 'Ele':
otherHistPUUp = otherHistPUUp.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
otherHistPUDown = otherHistPUDown.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
otherHistPrefireUp = otherHistPrefireUp.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
otherHistPrefireDown = otherHistPrefireDown.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
otherHistScaleUp = otherHistScaleUp.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
otherHistScaleDown = otherHistScaleDown.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
if antype[2] == 'Mu':
otherHistWeighted = otherHistWeighted.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
otherHistSmear = otherHistSmear.Rebin(len(massBins) - 1, 'hist_' + uuid.uuid4().hex, array('d', massBins))
if args.add:
dyPDF = [1.0335288129164533, 1.0429886021839947, 1.047645134519074, 1.069030181137942, 1.119036982092236]
otherPDF = [1.1655371996916466, 1.269902491201715, 1.2699234253751208, 1.2984407542188063, 1.3777961331626525]
else:
dyPDF = [1.0133126577202494, 1.0147788328624159, 1.01842209757115, 1.0243644300786998, 1.039572839847093, 1.1144248733154136]
otherPDF = [1.0358232181870253, 1.088892531404347, 1.1254268509362337, 1.1736824180528946, 1.2024257617076786, 1.3369525304968204]
for i in range(0,len(dyPDF)):
dyHistPDF.SetBinContent(i+1,dyHistPDF.GetBinContent(i+1)*dyPDF[i])
otherHistPDF.SetBinContent(i+1,otherHistPDF.GetBinContent(i+1)*otherPDF[i])
dyHistPDF.Divide(dyHist)
dyHistScaleDown.Divide(dyHist)
dyHistRest.Divide(dyHist)
if antype[2] == 'Ele':
dyHistPUUp.Divide(dyHist)
dyHistPUDown.Divide(dyHist)
dyHistPrefireUp.Divide(dyHist)
dyHistPrefireDown.Divide(dyHist)
if antype[2] == 'Mu':
dyHistSmear.Divide(dyHist)
dyHistWeighted.Divide(dyHist)
otherHistPDF.Divide(otherHist)
otherHistScaleDown.Divide(otherHist)
otherHistRest.Divide(otherHist)
otherHistXSec.Divide(otherHist)
if antype[2] == 'Ele':
otherHistPUUp.Divide(otherHist)
otherHistPUDown.Divide(otherHist)
otherHistPrefireUp.Divide(otherHist)
otherHistPrefireDown.Divide(otherHist)
if antype[2] == 'Mu':
otherHistSmear.Divide(otherHist)
otherHistWeighted.Divide(otherHist)
totalHistDY = dyHistPDF.Clone("total")
totalHistOther = otherHistPDF.Clone("total")
for i in range(0,dyHist.GetNbinsX()):
dyHistPDF.SetBinContent(i,abs(dyHistPDF.GetBinContent(i)-1))
dyHistRest.SetBinContent(i,abs(dyHistRest.GetBinContent(i)-1))
dyHistScaleDown.SetBinContent(i,abs(dyHistScaleDown.GetBinContent(i)-1))
if antype[2] == 'Ele':
dyHistPUUp.SetBinContent(i,abs(dyHistPUUp.GetBinContent(i)-1))
dyHistPUDown.SetBinContent(i,abs(dyHistPUDown.GetBinContent(i)-1))
dyHistPUUp.SetLineWidth(2)
dyHistPUDown.SetLineWidth(2)
dyHistPrefireUp.SetBinContent(i,abs(dyHistPrefireUp.GetBinContent(i)-1))
dyHistPrefireDown.SetBinContent(i,abs(dyHistPrefireDown.GetBinContent(i)-1))
dyHistPrefireUp.SetLineWidth(2)
dyHistPrefireDown.SetLineWidth(2)
if antype[2] == 'Mu':
dyHistSmear.SetBinContent(i,abs(dyHistSmear.GetBinContent(i)-1))
dyHistWeighted.SetBinContent(i,abs(dyHistWeighted.GetBinContent(i)-1))
dyHistSmear.SetLineWidth(2)
dyHistWeighted.SetLineWidth(2)
otherHistPDF.SetBinContent(i,abs(otherHistPDF.GetBinContent(i)-1))
otherHistRest.SetBinContent(i,abs(otherHistRest.GetBinContent(i)-1))
otherHistXSec.SetBinContent(i,abs(otherHistXSec.GetBinContent(i)-1))
otherHistScaleDown.SetBinContent(i,abs(otherHistScaleDown.GetBinContent(i)-1))
if antype[2] == 'Ele':
otherHistPUUp.SetBinContent(i,abs(otherHistPUUp.GetBinContent(i)-1))
otherHistPUDown.SetBinContent(i,abs(otherHistPUDown.GetBinContent(i)-1))
otherHistPUUp.SetLineWidth(2)
otherHistPUDown.SetLineWidth(2)
otherHistPrefireUp.SetBinContent(i,abs(otherHistPrefireUp.GetBinContent(i)-1))
otherHistPrefireDown.SetBinContent(i,abs(otherHistPrefireDown.GetBinContent(i)-1))
otherHistPrefireUp.SetLineWidth(2)
otherHistPrefireDown.SetLineWidth(2)
if antype[2] == 'Mu':
otherHistSmear.SetBinContent(i,abs(otherHistSmear.GetBinContent(i)-1))
otherHistWeighted.SetBinContent(i,abs(otherHistWeighted.GetBinContent(i)-1))
otherHistSmear.SetLineWidth(2)
otherHistWeighted.SetLineWidth(2)
for i in range(0,dyHist.GetNbinsX()):
if antype[2] == 'Ele':
totalHistDY.SetBinContent(i,(dyHistPDF.GetBinContent(i)**2 + dyHistRest.GetBinContent(i)**2 + dyHistScaleDown.GetBinContent(i)**2 + dyHistPUUp.GetBinContent(i)**2 + dyHistPrefireUp.GetBinContent(i)**2)**0.5)
if antype[2] == 'Mu':
totalHistDY.SetBinContent(i,(dyHistPDF.GetBinContent(i)**2 + dyHistRest.GetBinContent(i)**2 + dyHistScaleDown.GetBinContent(i)**2 + dyHistSmear.GetBinContent(i)**2 + dyHistWeighted.GetBinContent(i)**2)**0.5)
for i in range(0,otherHist.GetNbinsX()):
if antype[2] == 'Ele':
totalHistOther.SetBinContent(i,(otherHistPDF.GetBinContent(i)**2 + otherHistRest.GetBinContent(i)**2 + otherHistXSec.GetBinContent(i)**2 + otherHistScaleDown.GetBinContent(i)**2 + otherHistPUUp.GetBinContent(i)**2 + otherHistPrefireUp.GetBinContent(i)**2)**0.5)
if antype[2] == 'Mu':
totalHistOther.SetBinContent(i,(otherHistPDF.GetBinContent(i)**2 + otherHistRest.GetBinContent(i)**2 + otherHistXSec.GetBinContent(i)**2 + otherHistScaleDown.GetBinContent(i)**2 + otherHistSmear.GetBinContent(i)**2 + otherHistWeighted.GetBinContent(i)**2)**0.5)
# ~ dyHistPDF.SetLineWidth(2)
# ~ dyHistScaleDown.SetLineWidth(2)
# ~ totalHist.SetLineWidth(2)
tab = getTable(massBins,[dataHist,dyHist,otherHist,jetHist],[totalHistDY,totalHistOther])
print (plotName, addLabel)
print (tab)
text_file = open("tabs/yieldTable_%s%s.txt"%(plotName,addLabel), "w")
text_file.write(tab)
text_file.close()