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Copy pathproduceSystematicsForPriors.py
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produceSystematicsForPriors.py
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from ROOT import gROOT, TFile, TGraphErrors, TCanvas
from numpy import array as ar
from array import array
import argparse
from copy import deepcopy, copy
import pickle
from defs import getPlot, Backgrounds, Signals, Data, path, Signals2016, Signals2016ADD, SignalsADD, Signals2018, Signals2018ADD, zScale2016, zScale2018, Backgrounds, Backgrounds2016, Backgrounds2018
from helpers import *
def applyPDFCorrection(hist):
for i in range(0,hist.GetNbinsX()+1):
binCenter = hist.GetBinCenter(i)
scaleFac = 0.86 - 3.72e-05 * binCenter + 2.72e-08 * binCenter **2
hist.SetBinContent(i,hist.GetBinContent(i)*scaleFac)
return copy(hist)
plots = {
"Mubbnominal": "massPlotBBNoLog",
"Mubenominal": "massPlotBENoLog",
"Elebbnominal": "massPlotEleBBNoLog",
"Elebenominal": "massPlotEleBENoLog",
"MubbpdfWeightsUp": "massPlotBBNoLog",
"MubepdfWeightsUp": "massPlotBENoLog",
"ElebbpdfWeightsUp": "massPlotEleBBNoLog",
"ElebepdfWeightsUp": "massPlotEleBENoLog",
"MubbpdfWeightsDown": "massPlotBBNoLog",
"MubepdfWeightsDown": "massPlotBENoLog",
"ElebbpdfWeightsDown": "massPlotEleBBNoLog",
"ElebepdfWeightsDown": "massPlotEleBENoLog",
"MubbpdfUncertainty": "massPlotBBNoLog",
"MubepdfUncertainty": "massPlotBENoLog",
"ElebbpdfUncertainty": "massPlotEleBBNoLog",
"ElebepdfUncertainty": "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",
"MubbpdfWeightsUpcspos": "massPlotBBCSPosNoLog",
"MubepdfWeightsUpcspos": "massPlotBECSPosNoLog",
"ElebbpdfWeightsUpcspos": "massPlotEleBBCSPosNoLog",
"ElebepdfWeightsUpcspos": "massPlotEleBECSPosNoLog",
"MubbpdfUncertaintycspos": "massPlotBBCSPosNoLog",
"MubepdfUncertaintycspos": "massPlotBECSPosNoLog",
"ElebbpdfUncertaintycspos": "massPlotEleBBCSPosNoLog",
"ElebepdfUncertaintycspos": "massPlotEleBECSPosNoLog",
"MubbpdfWeightsDowncspos": "massPlotBBCSPosNoLog",
"MubepdfWeightsDowncspos": "massPlotBECSPosNoLog",
"ElebbpdfWeightsDowncspos": "massPlotEleBBCSPosNoLog",
"ElebepdfWeightsDowncspos": "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",
"Elebbprefireupcspos": "massPlotEleBBPrefireUpCSPosNoLog",
"Elebeprefireupcspos": "massPlotEleBEPrefireUpCSPosNoLog",
"Elebbprefiredowncspos": "massPlotEleBBPrefireDownCSPosNoLog",
"Elebeprefiredowncspos": "massPlotEleBEPrefireDownCSPosNoLog",
"Mubbsmearedcspos": "massPlotBBSmearCSPosNoLog",
"Mubesmearedcspos": "massPlotBESmearCSPosNoLog",
"Mubbmuonidcspos": "massPlotBBMuonIDCSPosNoLog",
"Mubemuonidcspos": "massPlotBEMuonIDCSPosNoLog",
"Mubbnominalcsneg": "massPlotBBCSNegNoLog",
"Mubenominalcsneg": "massPlotBECSNegNoLog",
"Elebbnominalcsneg": "massPlotEleBBCSNegNoLog",
"Elebenominalcsneg": "massPlotEleBECSNegNoLog",
"MubbpdfWeightsUpcsneg": "massPlotBBCSNegNoLog",
"MubepdfWeightsUpcsneg": "massPlotBECSNegNoLog",
"ElebbpdfWeightsUpcsneg": "massPlotEleBBCSNegNoLog",
"ElebepdfWeightsUpcsneg": "massPlotEleBECSNegNoLog",
"MubbpdfWeightsDowncsneg": "massPlotBBCSNegNoLog",
"MubepdfWeightsDowncsneg": "massPlotBECSNegNoLog",
"ElebbpdfWeightsDowncsneg": "massPlotEleBBCSNegNoLog",
"ElebepdfWeightsDowncsneg": "massPlotEleBECSNegNoLog",
"MubbpdfUncertaintycsneg": "massPlotBBCSNegNoLog",
"MubepdfUncertaintycsneg": "massPlotBECSNegNoLog",
"ElebbpdfUncertaintycsneg": "massPlotEleBBCSNegNoLog",
"ElebepdfUncertaintycsneg": "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",
"Elebbprefireupcsneg": "massPlotEleBBPrefireUpCSNegNoLog",
"Elebeprefireupcsneg": "massPlotEleBEPrefireUpCSNegNoLog",
"Elebbprefiredowncsneg": "massPlotEleBBPrefireDownCSNegNoLog",
"Elebeprefiredowncsneg": "massPlotEleBEPrefireDownCSNegNoLog",
"Mubbsmearedcsneg": "massPlotBBSmearCSNegNoLog",
"Mubesmearedcsneg": "massPlotBESmearCSNegNoLog",
"Mubbmuonidcsneg": "massPlotBBMuonIDCSNegNoLog",
"Mubemuonidcsneg": "massPlotBEMuonIDCSNegNoLog",
}
def main():
gROOT.SetBatch(True)
parser = argparse.ArgumentParser(description='Process some integers.')
parser.add_argument("-add", "--add", action="store_true", dest="useADD", default=False,
help="use ADD instead of CI.")
parser.add_argument("-s", "--suffix", dest="suffix", default='nominal',
help="name of systematic to use")
args = parser.parse_args()
useADD = args.useADD
histos = ["BB","BE"]
labels = ["dielectron_2016","dimuon_2016","dimuon_2017","dielectron_2017","dimuon_2018","dielectron_2018"]
suffixesMu = ["nominal","scaleup","scaledown","smeared","muonid","pdfWeightsUp","pdfWeightsDown","pdfUncertainty"]
suffixesEle = ["nominal","scaledown","scaleup","pileup","piledown","pdfWeightsUp","pdfWeightsDown",'prefireup','prefiredown',"pdfUncertainty"]
css = ["inc","cspos","csneg"]
lambdas = [10,16,22,28,34,40,46]
interferences = ["Con","Des"]
hels = ["LL","RL","LR","RR"]
massBins = [400,500,700,1100,1900,3500]
if useADD:
labels = ["dielectron_2016","dimuon_2016","dimuon_2017","dielectron_2017","dimuon_2018","dielectron_2018"]
lambdas = [3500+i*500 for i in range(12)]; lambdas.append(10000)
interferences = [""]
hels = [""]
massBins = [1800, 2200, 2600, 3000, 3400]
uncertainties = {}
for label in labels:
print (label)
if "dimuon" in label:
suffixes = suffixesMu
else:
suffixes = suffixesEle
if not args.suffix in suffixes: continue
suffix = args.suffix
for cs in css:
for histo in histos:
for hel in hels:
for interference in interferences:
model = interference+hel
addci = "CI"
if useADD: addci = "ADD"
if "dimuon" in label:
name = "%sto2mu"%addci
else: #~ print signalYields
name = "%sto2e" %addci
if "dimuon" in label:
plotName = "Mu"+histo.lower()+suffix
plotNameDefault = "Mu"+histo.lower()+"nominal"
antype = ["Mu"]
else:
plotName = "Ele"+histo.lower()+suffix
plotNameDefault = "Ele"+histo.lower()+"nominal"
antype = ["E"]
if not cs == "inc":
plotName = plotName + cs
plotNameDefault = plotNameDefault + cs
plot = getPlot(plots[plotName])
plotDefault = getPlot(plots[plotNameDefault])
eventCounts = totalNumberOfGeneratedEvents(path,plot.muon)
negWeights = negWeightFractions(path,plot.muon)
if "2016" in label:
lumi = 35.9*1000
if plot.muon:
lumi = 36294.6
elif "2018" in label:
lumi = 59.4*1000
if plot.muon:
lumi = 61298.775231718995
else:
lumi = 41.529*1000
if plot.muon:
lumi = 42079.880396
if "2016" in label:
zScaleFac = zScale2016["muons"]
if not plot.muon:
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]
else:
zScaleFac = zScale2016["electrons"][0]
elif "2018" in label:
zScaleFac = zScale2018["muons"]
if not plot.muon:
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]
else:
zScaleFac = zScale2018["electrons"][0]
else:
zScaleFac = zScale["muons"]
if not plot.muon:
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]
else:
zScaleFac = zScale["electrons"][0]
background = "DrellYan"
if "2016" in label:
DY = Process(getattr(Backgrounds2016,background),eventCounts,negWeights)
elif "2018" in label:
DY = Process(getattr(Backgrounds2018,background),eventCounts,negWeights)
else:
DY = Process(getattr(Backgrounds,background),eventCounts,negWeights)
backgroundHist = DY.loadHistogram(plot,lumi,zScaleFac)
backgroundHist = backgroundHist.Rebin(len(massBins), name, array('d', massBins+[10000]))
backgroundHistDefault = DY.loadHistogram(plotDefault,lumi,zScaleFac)
backgroundHistDefault = backgroundHistDefault.Rebin(len(massBins), name, array('d', massBins+[10000]))
if "2016" in label:
if args.useADD:
signal3500TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"3500")
signal4000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"4000")
signal4500TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"4500")
signal5000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"5000")
signal5500TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"5500")
signal6000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"6000")
signal6500TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"6500")
signal7000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"7000")
signal7500TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"7500")
signal8000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"8000")
signal8500TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"8500")
signal9000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"9000")
signal10000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"10000")
Signal3500TeV = Process(getattr(Signals2016ADD,signal3500TeV),eventCounts,negWeights)
Signal4000TeV = Process(getattr(Signals2016ADD,signal4000TeV),eventCounts,negWeights)
Signal4500TeV = Process(getattr(Signals2016ADD,signal4500TeV),eventCounts,negWeights)
Signal5000TeV = Process(getattr(Signals2016ADD,signal5000TeV),eventCounts,negWeights)
Signal5500TeV = Process(getattr(Signals2016ADD,signal5500TeV),eventCounts,negWeights)
Signal6000TeV = Process(getattr(Signals2016ADD,signal6000TeV),eventCounts,negWeights)
Signal6500TeV = Process(getattr(Signals2016ADD,signal6500TeV),eventCounts,negWeights)
Signal7000TeV = Process(getattr(Signals2016ADD,signal7000TeV),eventCounts,negWeights)
Signal7500TeV = Process(getattr(Signals2016ADD,signal7500TeV),eventCounts,negWeights)
Signal8000TeV = Process(getattr(Signals2016ADD,signal8000TeV),eventCounts,negWeights)
Signal8500TeV = Process(getattr(Signals2016ADD,signal8500TeV),eventCounts,negWeights)
Signal9000TeV = Process(getattr(Signals2016ADD,signal9000TeV),eventCounts,negWeights)
Signal10000TeV = Process(getattr(Signals2016ADD,signal10000TeV),eventCounts,negWeights)
signalhist3500TeV = Signal3500TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist4000TeV = Signal4000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist4500TeV = Signal4500TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist5000TeV = Signal5000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist5500TeV = Signal5500TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist6000TeV = Signal6000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist6500TeV = Signal6500TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist7000TeV = Signal7000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist7500TeV = Signal7500TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist8000TeV = Signal8000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist8500TeV = Signal8500TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist9000TeV = Signal9000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist10000TeV = Signal10000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist3500TeV.Add(signalhist10000TeV.Clone(),-1)
signalhist4000TeV.Add(signalhist10000TeV.Clone(),-1)
signalhist4500TeV.Add(signalhist10000TeV.Clone(),-1)
signalhist5000TeV.Add(signalhist10000TeV.Clone(),-1)
signalhist5500TeV.Add(signalhist10000TeV.Clone(),-1)
signalhist6000TeV.Add(signalhist10000TeV.Clone(),-1)
signalhist6500TeV.Add(signalhist10000TeV.Clone(),-1)
signalhist7000TeV.Add(signalhist10000TeV.Clone(),-1)
signalhist7500TeV.Add(signalhist10000TeV.Clone(),-1)
signalhist8000TeV.Add(signalhist10000TeV.Clone(),-1)
signalhist8500TeV.Add(signalhist10000TeV.Clone(),-1)
signalhist9000TeV.Add(signalhist10000TeV.Clone(),-1)
signalhistDefault3500TeV = Signal3500TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault4000TeV = Signal4000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault4500TeV = Signal4500TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault5000TeV = Signal5000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault5500TeV = Signal5500TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault6000TeV = Signal6000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault6500TeV = Signal6500TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault7000TeV = Signal7000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault7500TeV = Signal7500TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault8000TeV = Signal8000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault8500TeV = Signal8500TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault9000TeV = Signal9000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault10000TeV = Signal10000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault3500TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault4000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault4500TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault5000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault5500TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault6000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault6500TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault7000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault7500TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault8000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault8500TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault9000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
for i in range(0,signalhist3500TeV.GetNbinsX()+1):
signalhist3500TeV.SetBinContent(i,(signalhist3500TeV.GetBinContent(i) + signalhist4000TeV.GetBinContent(i) + signalhist4500TeV.GetBinContent(i) + signalhist5000TeV.GetBinContent(i) + signalhist5500TeV.GetBinContent(i) + signalhist6000TeV.GetBinContent(i) + signalhist6500TeV.GetBinContent(i) + signalhist7000TeV.GetBinContent(i) + signalhist7500TeV.GetBinContent(i) + signalhist8000TeV.GetBinContent(i) + signalhist8500TeV.GetBinContent(i) + signalhist9000TeV.GetBinContent(i)) / 12)
signalhistDefault3500TeV.SetBinContent(i,(signalhistDefault3500TeV.GetBinContent(i) + signalhistDefault4000TeV.GetBinContent(i) + signalhistDefault4500TeV.GetBinContent(i) + signalhistDefault5000TeV.GetBinContent(i) + signalhistDefault5500TeV.GetBinContent(i) + signalhistDefault6000TeV.GetBinContent(i) + signalhistDefault6500TeV.GetBinContent(i) + signalhistDefault7000TeV.GetBinContent(i) + signalhistDefault7500TeV.GetBinContent(i) + signalhistDefault8000TeV.GetBinContent(i) + signalhistDefault8500TeV.GetBinContent(i) + signalhistDefault9000TeV.GetBinContent(i)) / 12)
signalHist = signalhist3500TeV
signalHistDefault = signalhistDefault3500TeV
else:
signal1TeV = "%sTo2%s_Lam%sTeV%s%s"%(addci,antype[0],"1",interference,hel)
signal10TeV = "%sTo2%s_Lam%sTeV%s%s"%(addci,antype[0],"10",interference,hel)
signal16TeV = "%sTo2%s_Lam%sTeV%s%s"%(addci,antype[0],"16",interference,hel)
signal22TeV = "%sTo2%s_Lam%sTeV%s%s"%(addci,antype[0],"22",interference,hel)
signal28TeV = "%sTo2%s_Lam%sTeV%s%s"%(addci,antype[0],"28",interference,hel)
signal34TeV = "%sTo2%s_Lam%sTeV%s%s"%(addci,antype[0],"34",interference,hel)
signal100kTeV = "%sTo2%s_Lam%sTeV%s%s"%(addci,antype[0],"100k",interference,hel)
Signal1TeV = Process(getattr(Signals2016,signal1TeV),eventCounts,negWeights)
Signal16TeV = Process(getattr(Signals2016,signal16TeV),eventCounts,negWeights)
Signal22TeV = Process(getattr(Signals2016,signal22TeV),eventCounts,negWeights)
Signal28TeV = Process(getattr(Signals2016,signal28TeV),eventCounts,negWeights)
Signal34TeV = Process(getattr(Signals2016,signal34TeV),eventCounts,negWeights)
Signal100kTeV = Process(getattr(Signals2016,signal100kTeV),eventCounts,negWeights)
signalhist1TeV = Signal1TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist16TeV = Signal16TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist22TeV = Signal22TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist28TeV = Signal28TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist34TeV = Signal34TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist100kTeV = Signal100kTeV.loadHistogram(plot,lumi,zScaleFac)
signalhist1TeV.Add(signalhist100kTeV.Clone(),-1)
signalhist16TeV.Add(signalhist100kTeV.Clone(),-1)
signalhist22TeV.Add(signalhist100kTeV.Clone(),-1)
signalhist28TeV.Add(signalhist100kTeV.Clone(),-1)
signalhist34TeV.Add(signalhist100kTeV.Clone(),-1)
signalhistDefault1TeV = Signal1TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault16TeV = Signal16TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault22TeV = Signal22TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault28TeV = Signal28TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault34TeV = Signal34TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault100kTeV = Signal100kTeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault1TeV.Add(signalhistDefault100kTeV.Clone(),-1)
signalhistDefault16TeV.Add(signalhistDefault100kTeV.Clone(),-1)
signalhistDefault22TeV.Add(signalhistDefault100kTeV.Clone(),-1)
signalhistDefault28TeV.Add(signalhistDefault100kTeV.Clone(),-1)
signalhistDefault34TeV.Add(signalhistDefault100kTeV.Clone(),-1)
if not "ConRL" in signal10TeV and not "ConLR" in signal10TeV:
Signal10TeV = Process(getattr(Signals2016,signal10TeV),eventCounts,negWeights)
signalhist10TeV = Signal10TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist10TeV.Add(signalhist100kTeV.Clone(),-1)
signalhist1TeV.Add(signalhist10TeV.Clone())
signalhistDefault10TeV = Signal10TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault10TeV.Add(signalhistDefault100kTeV.Clone(),-1)
signalhistDefault1TeV.Add(signalhistDefault10TeV.Clone())
for i in range(0,signalhist1TeV.GetNbinsX()+1):
signalhist1TeV.SetBinContent(i,(signalhist1TeV.GetBinContent(i) + signalhist10TeV.GetBinContent(i) + signalhist16TeV.GetBinContent(i) + signalhist22TeV.GetBinContent(i) + signalhist28TeV.GetBinContent(i) + signalhist34TeV.GetBinContent(i)) / 6)
signalhistDefault1TeV.SetBinContent(i,(signalhistDefault1TeV.GetBinContent(i) + signalhistDefault10TeV.GetBinContent(i) + signalhistDefault16TeV.GetBinContent(i) + signalhistDefault22TeV.GetBinContent(i) + signalhistDefault28TeV.GetBinContent(i) + signalhistDefault34TeV.GetBinContent(i)) / 6)
else:
for i in range(0,signalhist1TeV.GetNbinsX()+1):
signalhist1TeV.SetBinContent(i,(signalhist1TeV.GetBinContent(i) + signalhist16TeV.GetBinContent(i) + signalhist22TeV.GetBinContent(i) + signalhist28TeV.GetBinContent(i) + signalhist34TeV.GetBinContent(i)) / 5)
signalhistDefault1TeV.SetBinContent(i,(signalhistDefault1TeV.GetBinContent(i) + signalhistDefault16TeV.GetBinContent(i) + signalhistDefault22TeV.GetBinContent(i) + signalhistDefault28TeV.GetBinContent(i) + signalhistDefault34TeV.GetBinContent(i)) / 5)
signalHist = signalhist1TeV
signalHistDefault = signalhistDefault1TeV
if "2017" in label:
if args.useADD:
signal4000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"4000")
signal5000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"5000")
signal6000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"6000")
signal7000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"7000")
signal8000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"8000")
signal9000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"9000")
signal10000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"10000")
signal11000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"11000")
signal12000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"12000")
signal100000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"100000")
Signal4000TeV = Process(getattr(SignalsADD,signal4000TeV),eventCounts,negWeights)
Signal5000TeV = Process(getattr(SignalsADD,signal5000TeV),eventCounts,negWeights)
Signal6000TeV = Process(getattr(SignalsADD,signal6000TeV),eventCounts,negWeights)
Signal7000TeV = Process(getattr(SignalsADD,signal7000TeV),eventCounts,negWeights)
Signal8000TeV = Process(getattr(SignalsADD,signal8000TeV),eventCounts,negWeights)
Signal9000TeV = Process(getattr(SignalsADD,signal9000TeV),eventCounts,negWeights)
Signal10000TeV = Process(getattr(SignalsADD,signal10000TeV),eventCounts,negWeights)
Signal11000TeV = Process(getattr(SignalsADD,signal11000TeV),eventCounts,negWeights)
Signal12000TeV = Process(getattr(SignalsADD,signal12000TeV),eventCounts,negWeights)
Signal100000TeV = Process(getattr(SignalsADD,signal100000TeV),eventCounts,negWeights)
signalhist4000TeV = Signal4000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist5000TeV = Signal5000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist6000TeV = Signal6000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist7000TeV = Signal7000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist8000TeV = Signal8000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist9000TeV = Signal9000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist10000TeV = Signal10000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist11000TeV = Signal11000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist12000TeV = Signal12000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist100000TeV = Signal100000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist4000TeV.Add(signalhist100000TeV.Clone(),-1)
signalhist5000TeV.Add(signalhist100000TeV.Clone(),-1)
signalhist6000TeV.Add(signalhist100000TeV.Clone(),-1)
signalhist7000TeV.Add(signalhist100000TeV.Clone(),-1)
signalhist8000TeV.Add(signalhist100000TeV.Clone(),-1)
signalhist9000TeV.Add(signalhist100000TeV.Clone(),-1)
signalhist10000TeV.Add(signalhist100000TeV.Clone(),-1)
signalhist11000TeV.Add(signalhist100000TeV.Clone(),-1)
signalhist12000TeV.Add(signalhist100000TeV.Clone(),-1)
signalhistDefault4000TeV = Signal4000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault5000TeV = Signal5000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault6000TeV = Signal6000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault7000TeV = Signal7000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault8000TeV = Signal8000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault9000TeV = Signal9000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault10000TeV = Signal10000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault11000TeV = Signal11000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault12000TeV = Signal12000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault100000TeV = Signal100000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault4000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault5000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault6000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault7000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault8000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault9000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault10000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault11000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault12000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
for i in range(0,signalhist4000TeV.GetNbinsX()+1):
signalhist4000TeV.SetBinContent(i,(signalhist4000TeV.GetBinContent(i) + signalhist5000TeV.GetBinContent(i) + signalhist6000TeV.GetBinContent(i) + signalhist7000TeV.GetBinContent(i) + signalhist8000TeV.GetBinContent(i) + signalhist9000TeV.GetBinContent(i) + signalhist10000TeV.GetBinContent(i) + signalhist11000TeV.GetBinContent(i) + signalhist12000TeV.GetBinContent(i) + signalhist100000TeV.GetBinContent(i)) / 9)
signalhistDefault4000TeV.SetBinContent(i,(signalhistDefault4000TeV.GetBinContent(i) + signalhistDefault5000TeV.GetBinContent(i) + signalhistDefault6000TeV.GetBinContent(i) + signalhistDefault7000TeV.GetBinContent(i) + signalhistDefault8000TeV.GetBinContent(i) + signalhistDefault9000TeV.GetBinContent(i) + signalhistDefault10000TeV.GetBinContent(i) + signalhistDefault11000TeV.GetBinContent(i) + signalhistDefault12000TeV.GetBinContent(i) + signalhistDefault100000TeV.GetBinContent(i)) / 9)
signalHist = signalhist4000TeV
signalHistDefault = signalhistDefault4000TeV
else:
signal16TeV = "%sTo2%s_Lam%sTeV%s%s"%(addci,antype[0],"16",interference,hel)
signal24TeV = "%sTo2%s_Lam%sTeV%s%s"%(addci,antype[0],"24",interference,hel)
signal32TeV = "%sTo2%s_Lam%sTeV%s%s"%(addci,antype[0],"32",interference,hel)
signal40TeV = "%sTo2%s_Lam%sTeV%s%s"%(addci,antype[0],"40",interference,hel)
signal100kTeV = "%sTo2%s_Lam%sTeV%s%s"%(addci,antype[0],"100k",interference,hel)
if signal100kTeV == 'CITo2E_Lam100kTeVDesRR':
signal100kTeV = 'CITo2E_Lam100kTeVDesLL'
Signal16TeV = Process(getattr(Signals,signal16TeV),eventCounts,negWeights)
Signal24TeV = Process(getattr(Signals,signal24TeV),eventCounts,negWeights)
Signal32TeV = Process(getattr(Signals,signal32TeV),eventCounts,negWeights)
Signal100kTeV = Process(getattr(Signals,signal100kTeV),eventCounts,negWeights)
signalhist16TeV = Signal16TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist24TeV = Signal24TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist32TeV = Signal32TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist100kTeV = Signal100kTeV.loadHistogram(plot,lumi,zScaleFac)
signalhist16TeV.Add(signalhist100kTeV.Clone(),-1)
signalhist24TeV.Add(signalhist100kTeV.Clone(),-1)
signalhist32TeV.Add(signalhist100kTeV.Clone(),-1)
signalhistDefault16TeV = Signal16TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault24TeV = Signal24TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault32TeV = Signal32TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault100kTeV = Signal100kTeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault16TeV.Add(signalhistDefault100kTeV.Clone(),-1)
signalhistDefault24TeV.Add(signalhistDefault100kTeV.Clone(),-1)
signalhistDefault32TeV.Add(signalhistDefault100kTeV.Clone(),-1)
if not "DesRR" in signal40TeV and not "ConRR" in signal40TeV:
Signal40TeV = Process(getattr(Signals,signal40TeV),eventCounts,negWeights)
signalhist40TeV = Signal40TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist40TeV.Add(signalhist100kTeV.Clone(),-1)
signalhistDefault40TeV = Signal40TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault40TeV.Add(signalhistDefault100kTeV.Clone(),-1)
for i in range(0,signalhist1TeV.GetNbinsX()+1):
signalhist16TeV.SetBinContent(i,(signalhist16TeV.GetBinContent(i) + signalhist24TeV.GetBinContent(i) + signalhist32TeV.GetBinContent(i) + signalhist40TeV.GetBinContent(i)) / 4)
signalhistDefault16TeV.SetBinContent(i,(signalhistDefault16TeV.GetBinContent(i) + signalhistDefault24TeV.GetBinContent(i) + signalhistDefault32TeV.GetBinContent(i) + signalhistDefault40TeV.GetBinContent(i)) / 4)
else:
for i in range(0,signalhist1TeV.GetNbinsX()+1):
signalhist16TeV.SetBinContent(i,(signalhist16TeV.GetBinContent(i) + signalhist24TeV.GetBinContent(i) + signalhist32TeV.GetBinContent(i)) / 3)
signalhistDefault16TeV.SetBinContent(i,(signalhistDefault16TeV.GetBinContent(i) + signalhistDefault24TeV.GetBinContent(i) + signalhistDefault32TeV.GetBinContent(i)) / 3)
signalHist = signalhist16TeV
signalHistDefault = signalhistDefault16TeV
if "2018" in label:
if args.useADD:
signal4000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"4000")
signal5000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"5000")
signal6000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"6000")
signal7000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"7000")
signal8000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"8000")
signal9000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"9000")
signal10000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"10000")
signal11000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"11000")
signal12000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"12000")
signal100000TeV = "%sGravTo2%s_Lam%s"%(addci,antype[0],"100000")
Signal4000TeV = Process(getattr(Signals2018ADD,signal4000TeV),eventCounts,negWeights)
Signal5000TeV = Process(getattr(Signals2018ADD,signal5000TeV),eventCounts,negWeights)
Signal6000TeV = Process(getattr(Signals2018ADD,signal6000TeV),eventCounts,negWeights)
Signal7000TeV = Process(getattr(Signals2018ADD,signal7000TeV),eventCounts,negWeights)
Signal8000TeV = Process(getattr(Signals2018ADD,signal8000TeV),eventCounts,negWeights)
Signal9000TeV = Process(getattr(Signals2018ADD,signal9000TeV),eventCounts,negWeights)
Signal10000TeV = Process(getattr(Signals2018ADD,signal10000TeV),eventCounts,negWeights)
Signal11000TeV = Process(getattr(Signals2018ADD,signal11000TeV),eventCounts,negWeights)
Signal12000TeV = Process(getattr(Signals2018ADD,signal12000TeV),eventCounts,negWeights)
Signal100000TeV = Process(getattr(Signals2018ADD,signal100000TeV),eventCounts,negWeights)
signalhist4000TeV = Signal4000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist5000TeV = Signal5000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist6000TeV = Signal6000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist7000TeV = Signal7000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist8000TeV = Signal8000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist9000TeV = Signal9000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist10000TeV = Signal10000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist11000TeV = Signal11000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist12000TeV = Signal12000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist100000TeV = Signal100000TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist4000TeV.Add(signalhist100000TeV.Clone(),-1)
signalhist5000TeV.Add(signalhist100000TeV.Clone(),-1)
signalhist6000TeV.Add(signalhist100000TeV.Clone(),-1)
signalhist7000TeV.Add(signalhist100000TeV.Clone(),-1)
signalhist8000TeV.Add(signalhist100000TeV.Clone(),-1)
signalhist9000TeV.Add(signalhist100000TeV.Clone(),-1)
signalhist10000TeV.Add(signalhist100000TeV.Clone(),-1)
signalhist11000TeV.Add(signalhist100000TeV.Clone(),-1)
signalhist12000TeV.Add(signalhist100000TeV.Clone(),-1)
signalhistDefault4000TeV = Signal4000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault5000TeV = Signal5000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault6000TeV = Signal6000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault7000TeV = Signal7000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault8000TeV = Signal8000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault9000TeV = Signal9000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault10000TeV = Signal10000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault11000TeV = Signal11000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault12000TeV = Signal12000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault100000TeV = Signal100000TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault4000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault5000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault6000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault7000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault8000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault9000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault10000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault11000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
signalhistDefault12000TeV.Add(signalhistDefault10000TeV.Clone(),-1)
for i in range(0,signalhist4000TeV.GetNbinsX()+1):
signalhist4000TeV.SetBinContent(i,(signalhist4000TeV.GetBinContent(i) + signalhist5000TeV.GetBinContent(i) + signalhist6000TeV.GetBinContent(i) + signalhist7000TeV.GetBinContent(i) + signalhist8000TeV.GetBinContent(i) + signalhist9000TeV.GetBinContent(i) + signalhist10000TeV.GetBinContent(i) + signalhist11000TeV.GetBinContent(i) + signalhist12000TeV.GetBinContent(i) + signalhist100000TeV.GetBinContent(i)) / 9)
signalhistDefault4000TeV.SetBinContent(i,(signalhistDefault4000TeV.GetBinContent(i) + signalhistDefault5000TeV.GetBinContent(i) + signalhistDefault6000TeV.GetBinContent(i) + signalhistDefault7000TeV.GetBinContent(i) + signalhistDefault8000TeV.GetBinContent(i) + signalhistDefault9000TeV.GetBinContent(i) + signalhistDefault10000TeV.GetBinContent(i) + signalhistDefault11000TeV.GetBinContent(i) + signalhistDefault12000TeV.GetBinContent(i) + signalhistDefault100000TeV.GetBinContent(i)) / 9)
signalHist = signalhist4000TeV
signalHistDefault = signalhistDefault4000TeV
else:
signal16TeV = "%sTo2%s_Lam%sTeV%s%s"%(addci,antype[0],"16",interference,hel)
signal24TeV = "%sTo2%s_Lam%sTeV%s%s"%(addci,antype[0],"24",interference,hel)
signal32TeV = "%sTo2%s_Lam%sTeV%s%s"%(addci,antype[0],"32",interference,hel)
signal40TeV = "%sTo2%s_Lam%sTeV%s%s"%(addci,antype[0],"40",interference,hel)
signal100kTeV = "%sTo2%s_Lam%sTeV%s%s"%(addci,antype[0],"100k",interference,hel)
if signal100kTeV == 'CITo2E_Lam100kTeVDesRR':
signal100kTeV = 'CITo2E_Lam100kTeVDesLL'
Signal16TeV = Process(getattr(Signals2018,signal16TeV),eventCounts,negWeights)
Signal24TeV = Process(getattr(Signals2018,signal24TeV),eventCounts,negWeights)
Signal32TeV = Process(getattr(Signals2018,signal32TeV),eventCounts,negWeights)
Signal100kTeV = Process(getattr(Signals2018,signal100kTeV),eventCounts,negWeights)
signalhist16TeV = Signal16TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist24TeV = Signal24TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist32TeV = Signal32TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist100kTeV = Signal100kTeV.loadHistogram(plot,lumi,zScaleFac)
signalhist16TeV.Add(signalhist100kTeV.Clone(),-1)
signalhist24TeV.Add(signalhist100kTeV.Clone(),-1)
signalhist32TeV.Add(signalhist100kTeV.Clone(),-1)
signalhistDefault16TeV = Signal16TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault24TeV = Signal24TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault32TeV = Signal32TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault100kTeV = Signal100kTeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault16TeV.Add(signalhistDefault100kTeV.Clone(),-1)
signalhistDefault24TeV.Add(signalhistDefault100kTeV.Clone(),-1)
signalhistDefault32TeV.Add(signalhistDefault100kTeV.Clone(),-1)
if not "DesRR" in signal40TeV and not "ConRR" in signal40TeV:
Signal40TeV = Process(getattr(Signals2018,signal40TeV),eventCounts,negWeights)
signalhist40TeV = Signal40TeV.loadHistogram(plot,lumi,zScaleFac)
signalhist40TeV.Add(signalhist100kTeV.Clone(),-1)
signalhistDefault40TeV = Signal40TeV.loadHistogram(plotDefault,lumi,zScaleFac)
signalhistDefault40TeV.Add(signalhistDefault100kTeV.Clone(),-1)
for i in range(0,signalhist1TeV.GetNbinsX()+1):
signalhist16TeV.SetBinContent(i,(signalhist16TeV.GetBinContent(i) + signalhist24TeV.GetBinContent(i) + signalhist32TeV.GetBinContent(i) + signalhist40TeV.GetBinContent(i)) / 4)
signalhistDefault16TeV.SetBinContent(i,(signalhistDefault16TeV.GetBinContent(i) + signalhistDefault24TeV.GetBinContent(i) + signalhistDefault32TeV.GetBinContent(i) + signalhistDefault40TeV.GetBinContent(i)) / 4)
else:
for i in range(0,signalhist1TeV.GetNbinsX()+1):
signalhist16TeV.SetBinContent(i,(signalhist16TeV.GetBinContent(i) + signalhist24TeV.GetBinContent(i) + signalhist32TeV.GetBinContent(i)) / 3)
signalhistDefault16TeV.SetBinContent(i,(signalhistDefault16TeV.GetBinContent(i) + signalhistDefault24TeV.GetBinContent(i) + signalhistDefault32TeV.GetBinContent(i)) / 3)
signalHist = signalhist16TeV
signalHistDefault = signalhistDefault16TeV
signalHist = signalHist.Rebin(len(massBins), name, array('d', massBins+[10000]))
signalHistDefault = signalHistDefault.Rebin(len(massBins), name, array('d', massBins+[10000]))
if suffix == "pdfUncertainty":
pdfUncert = [0.029808675319316736,0.032492944178882606,0.046693632068081733,0.06985339137281024,0.11520346316811705,0.17965523337854952]
pdfUncertDY = [0.0133126577202494, 0.0147788328624159, 0.01842209757115, 0.0243644300786998, 0.039572839847093, 0.1144248733154136]
for i in range(0,signalHist.GetNbinsX()):
signalHist.SetBinContent(i,signalHist.GetBinContent(i)*(1.+pdfUncert[i]))
backgroundHist.SetBinContent(i,backgroundHist.GetBinContent(i)*(1.+pdfUncertDY[i]))
if suffix == "pdfWeightsUp":
signalHist = applyPDFCorrection(signalHist)
signalHist = applyPDFCorrection(signalHist)
signalHistDefault = applyPDFCorrection(signalHistDefault)
elif suffix == "pdfWeightsDown":
signalHistDefault = applyPDFCorrection(signalHistDefault)
print ("not applying weights for down uncertainty")
else:
signalHist = applyPDFCorrection(signalHist)
signalHistDefault = applyPDFCorrection(signalHistDefault)
signalHist.Add(backgroundHist)
signalHistDefault.Add(backgroundHistDefault)
if not cs == "inc":
uncertainties["%s_%s_%s"%(cs,label,histo)] = {}
else:
uncertainties["%s_%s"%(label,histo)] = {}
for index, massBin in enumerate(massBins):
# ~ print (abs(signalHist.GetBinContent(index+1) / signalHistDefault.GetBinContent(index+1) -1.))
if not cs == "inc":
uncertainties["%s_%s_%s"%(cs,label,histo)][str(index)] = 1. + abs(signalHist.GetBinContent(index+1) / signalHistDefault.GetBinContent(index+1) -1.)
else:
uncertainties["%s_%s"%(label,histo)][str(index)] = 1. + abs(signalHist.GetBinContent(index+1) / signalHistDefault.GetBinContent(index+1) -1.)
fileName = "%ssystematicsForPriors"%addci
if suffix == "nominal":
otherSuffix = "default"
elif suffix == "scaledown":
otherSuffix = "scaleDown"
elif suffix == "scaleup":
otherSuffix = "scaleUp"
elif suffix == "smeared":
otherSuffix = "resolution"
elif suffix == "muonid":
otherSuffix = "ID"
elif suffix == "pileup":
otherSuffix = "pileup"
elif suffix == "piledown":
otherSuffix = "piledown"
elif suffix == "prefireup":
otherSuffix = "prefireup"
elif suffix == "prefiredown":
otherSuffix = "prefiredown"
elif suffix == "pdfWeightsUp":
otherSuffix = "pdfWeightsUp"
elif suffix == "pdfWeightsDown":
otherSuffix = "pdfWeightsDown"
elif suffix == "pdfUncertainty":
otherSuffix = "pdfUncertainty"
else:
print (suffix)
outFilePkl = open("%s_%s.pkl"%(fileName,otherSuffix),"wb")
pickle.dump(uncertainties, outFilePkl, protocol=2)
outFilePkl.close()
main()