plotOpts = {"comment": False, 'SUS15004CR': True}
regionsOrder = [
"TTJetsDilepton", "TTJetsDileptonMultiJet", "TTJetsDileptonDiJet"
]
regions = {
"TTJetsDilepton":
Analysis("TTJetsDilepton", tag=tag),
"TTJetsDileptonDiJet":
Analysis("TTJetsDilepton", tag=tag, njetsMin=2, njetsMax=3),
"TTJetsDileptonMultiJet":
Analysis("TTJetsDileptonMultiJet", tag=tag, njetsMin=4),
}
sfFilename = "data/ScaleFactors/RazorMADD2015/RazorScaleFactors_%s.root" % (
tag)
sfHists = macro.loadScaleFactorHists(
sfFilename=sfFilename,
processNames=regions["TTJetsDilepton"].samples,
debugLevel=debugLevel)
sfNJetsFile = rt.TFile.Open(
"data/ScaleFactors/RazorMADD2015/RazorNJetsScaleFactors_%s.root" %
(tag))
sfHists['NJetsTTJets'] = sfNJetsFile.Get("TTJetsScaleFactors")
sfHists['NJetsWJets'] = sfNJetsFile.Get("WJetsScaleFactors")
outfile = rt.TFile(
"data/ScaleFactors/RazorMADD2015/RazorTTJetsDileptonCrossCheck_%s.root"
% (tag), "RECREATE")
for region in regionsOrder:
analysis = regions[region]
analysis.weightOpts.append('ttbardileptonmt')
analysis.dataWeightOpts.append('ttbardileptonmt')
#make output directory
regionsOrder.append(regionName)
maxB = 3
if name == 'DiJet':
maxB = 2
for nb in range(maxB+1):
nbMax = nb
if nb == maxB:
nbMax = -1
regionName = "GJetsInv"+name+"ClosureTest"+str(nb)+"B"
regionsOrder.append(regionName)
regions[regionName] = Analysis("GJetsInv",tag=tag,
njetsMin=jets[0], njetsMax=jets[1], nbMin=nb,
nbMax=nbMax, boostCuts=boostCuts)
sfHists = macro.loadScaleFactorHists(
sfFilename="data/ScaleFactors/RazorMADD2015/RazorScaleFactors_%s_Uncorr.root"%(tag),
processNames=regions.itervalues().next().samples, debugLevel=debugLevel)
sfVars = ("MR_NoPho","Rsq_NoPho")
sfNJetsFile = rt.TFile.Open(
"data/ScaleFactors/RazorMADD2015/RazorNJetsScaleFactors_%s.root"%(tag))
sfHists['NJetsInv'] = sfNJetsFile.Get("GJetsInvScaleFactors")
razorWeights.loadPhotonPurityHists(sfHists, tag, debugLevel)
for region in regionsOrder:
analysis = regions[region]
print "\nRegion:",region,"\n"
#make output directory
outdir = 'Plots/'+tag+'/'+region
os.system('mkdir -p '+outdir)
#set up analysis
(xbins,cols) = analysis.unrollBins
auxSFs = razorWeights.getNJetsSFs(analysis, jetName=analysis.jetVar)
nbMax=nb,
boostCuts=boostCuts)
regionsOrder.append(regionName)
regions[regionName + 'MRCorr'] = razor.Analysis(
"SingleLepton",
tag=tag,
njetsMin=jets[0],
njetsMax=jets[1],
nbMin=nb,
nbMax=nb,
boostCuts=boostCuts)
regionsOrder.append(regionName + 'MRCorr')
sfHists = macro.loadScaleFactorHists(
sfFilename="data/ScaleFactors/RazorMADD2015/RazorScaleFactors_%s.root"
% (tag),
processNames=regions.itervalues().next().samples,
debugLevel=debugLevel)
sfVars = ("MR", "Rsq")
sfNJetsFile = rt.TFile.Open(
"data/ScaleFactors/RazorMADD2015/RazorNJetsScaleFactors_%s.root" %
(tag))
sfHists['NJetsTTJets'] = sfNJetsFile.Get("TTJetsScaleFactors")
sfHists['NJetsWJets'] = sfNJetsFile.Get("WJetsScaleFactors")
for region in regionsOrder:
print "\nRegion:", region, "\n"
outdir = 'Plots/' + tag + '/' + region
os.system('mkdir -p ' + outdir)
analysis = regions[region]
auxSFs = razorWeights.getNJetsSFs(analysis)
tag=tag,boostCuts=boostCuts),
"DYJetsDileptonInv":Analysis("DYJetsDileptonInv",
tag=tag,boostCuts=boostCuts),
"DYJetsDileptonInvDiJet":Analysis("DYJetsDileptonInv",
tag=tag,njetsMin=2,njetsMax=3, boostCuts=boostCuts),
"DYJetsDileptonInvMultiJet":Analysis("DYJetsDileptonInvMultiJet",
tag=tag,njetsMin=4,njetsMax=6, boostCuts=boostCuts),
"DYJetsDileptonInvSevenJet":Analysis("DYJetsDileptonInvMultiJet",
tag=tag,njetsMin=7, boostCuts=boostCuts),
"DYJetsDileptonInvNoSFs":Analysis("DYJetsDileptonInv",
tag=tag,boostCuts=boostCuts),
}
sfFilename="data/ScaleFactors/RazorMADD2015/RazorScaleFactors_%s.root"%(tag)
#make two dictionaries of scale factor histograms, one with GJets and one with WJets corrections
sfHists = macro.loadScaleFactorHists( sfFilename=sfFilename,
processNames=regions["DYJetsDileptonInvDiJet"].samples,
scaleFactorNames={ "DYJetsInv":"GJetsInv" }, debugLevel=debugLevel )
sfNJetsFile = rt.TFile.Open(
"data/ScaleFactors/RazorMADD2015/RazorNJetsScaleFactors_%s.root"%(tag))
for d in [sfHists]:
d['NJetsTTJets'] = sfNJetsFile.Get("TTJetsScaleFactors")
d['NJetsWJets'] = sfNJetsFile.Get("WJetsScaleFactors")
d['NJetsInv'] = sfNJetsFile.Get("GJetsInvScaleFactors")
d['NJetsWJetsInv'] = sfNJetsFile.Get("WJetsInvScaleFactors")
bclosure.loadScaleFactors(d, tag=tag)
bclosure.loadScaleFactors(d, tag=tag, gjets=True)
sfVars = { "WJets":("MR","Rsq"), "TTJets":("MR","Rsq"), "DYJetsInv":("MR_NoZ","Rsq_NoZ") }
if not args.noSave:
outfile = rt.TFile(
"data/ScaleFactors/RazorMADD2015/RazorDYJetsDileptonInvCrossCheck_%s.root"%(tag), "RECREATE")
#optionally inflate scale factor uncertainties to cover difference between G+jets and W+jets SFs
regionsOrder = ["GJetsInvForNJets", "TTJetsForNJets",
"WJetsForNJets", "WJetsInvForNJets"]
regions = {
"GJetsInvForNJets":Analysis("GJetsInv",tag=tag,boostCuts=boostCuts),
"TTJetsForNJets":Analysis("TTJetsSingleLepton",tag=tag,nbMin=1,boostCuts=boostCuts),
"WJetsForNJets":Analysis("WJetsSingleLepton",tag=tag,nbMax=0,boostCuts=boostCuts),
"WJetsInvForNJets":Analysis("WJetsSingleLeptonInv",tag=tag,nbMax=0,boostCuts=boostCuts),
}
sfVars = {
"GJetsInvForNJets":("MR_NoPho","Rsq_NoPho"),
"TTJetsForNJets":("MR","Rsq"),
"WJetsForNJets":("MR","Rsq"),
"WJetsInvForNJets":("MR_NoW","Rsq_NoW"),
}
sfHists = macro.loadScaleFactorHists(
sfFilename="data/ScaleFactors/RazorMADD2015/RazorScaleFactors_%s.root"%(tag),
processNames=regions["TTJetsForNJets"].samples+["GJetsInv",'WJetsInv'],
debugLevel=debugLevel)
sfNames = {
"GJetsInvForNJets":"GJetsInv",
"TTJetsForNJets":"TTJets",
"WJetsForNJets":"WJets",
"WJetsInvForNJets":"WJetsInv",
}
njetsNames = {
"GJetsInvForNJets":"NJets_NoPho",
"TTJetsForNJets":"NJets40",
"WJetsForNJets":"NJets40",
"WJetsInvForNJets":"NJets_NoW",
}
outfile_name = "data/ScaleFactors/RazorMADD2015/RazorNJetsScaleFactors_%s.root"%(tag)
if args.tightCuts:
regionsOrder = wjetsRegionNames + dyjetsRegionNames
regions = {
"WJetsSingleLeptonInvNLO":Analysis("WJetsSingleLeptonInv",
nbMax=0, tag=tag, boostCuts=boostCuts),
"WJetsSingleLeptonInvNLOForNJets":Analysis("WJetsSingleLeptonInv",
nbMax=0, tag=tag, boostCuts=boostCuts),
"DYJetsDileptonInvNLO":Analysis("DYJetsDileptonInv",
tag=tag,boostCuts=boostCuts),
"DYJetsDileptonInvNLODiJet":Analysis("DYJetsDileptonInv",
tag=tag, njetsMin=2, njetsMax=3, boostCuts=boostCuts),
"DYJetsDileptonInvNLOMultiJet":Analysis("DYJetsDileptonInvMultiJet",
tag=tag, njetsMin=4, boostCuts=boostCuts),
}
sfFilename="data/ScaleFactors/RazorMADD2015/RazorScaleFactors_%s.root"%(tag)
sfHists = macro.loadScaleFactorHists( sfFilename=sfFilename,
processNames=regions["DYJetsDileptonInvNLO"].samples,
debugLevel=debugLevel )
sfNJetsFile = rt.TFile.Open(
"data/ScaleFactors/RazorMADD2015/RazorNJetsScaleFactors_%s.root"%(tag))
sfHists['NJetsTTJets'] = sfNJetsFile.Get("TTJetsScaleFactors")
sfHists['NJetsWJets'] = sfNJetsFile.Get("WJetsScaleFactors")
sfVars = { "WJets":("MR","Rsq"), "TTJets":("MR","Rsq"),
"DYJetsInv":("MR_NoZ","Rsq_NoZ"), "WJetsInv":("MR_NoW", "Rsq_NoW") }
# We need to recompute the W+jets invisible scale factors
# using the NLO sample.
for reg in wjetsRegionNames:
regions[reg].filenames['WJetsInv'] = regions[reg].filenames[
'WJetsInv'].replace('WJets_', 'WJetsPtBinned_')
for reg in dyjetsRegionNames:
regions[reg].filenames['DYJetsInv'] = regions[reg].filenames[
"OneLeptonForNJets": Analysis("SingleLepton", tag=tag),
"OneLeptonInvForNJets": Analysis("SingleLeptonInv", tag=tag),
"GJetsInvForNJets": Analysis("GJetsInv", tag=tag),
}
sfVars = {
"OneLeptonForNJets": ("MR", "Rsq"),
"OneLeptonInvForNJets": {
"WJetsInv": ("MR_NoW", "Rsq_NoW"),
"TTJets": ("MR", "Rsq")
},
"GJetsInvForNJets": ("MR_NoPho", "Rsq_NoPho")
}
sfHists = {
region: macro.loadScaleFactorHists(
sfFilename=
"data/ScaleFactors/RazorMADD2015/RazorScaleFactors_%s.root" %
(tag),
processNames=regions[region].samples,
debugLevel=debugLevel)
for region in regions
}
sfNames = {
"OneLeptonForNJets": "NJetsCorrection",
"OneLeptonInvForNJets": "NJetsNoWCorrection",
"GJetsInvForNJets": "NJetsNoPhoCorrection",
}
njetsNames = {
"OneLeptonForNJets": "NJets40",
"OneLeptonInvForNJets": "NJets_NoW",
"GJetsInvForNJets": "NJets_NoPho",
}
outfile = rt.TFile(
def loadAllScaleFactorHists(tag, args, processNames, debugLevel=0):
#scale factor file names
sfdir = "data/ScaleFactors/RazorMADD2015/"
sfFile = sfdir+'/RazorScaleFactors_%s.root'%(tag)
sfFile_nJets = sfdir+'/RazorNJetsScaleFactors_%s.root'%(tag)
vetolepFile = sfdir+'/RazorVetoLeptonClosureTests_%s.root'%(tag)
ttFile = sfdir+'/RazorTTJetsDileptonCrossCheck_%s.root'%(tag)
dyFile = sfdir+'/RazorDYJetsDileptonInvCrossCheck_%s.root'%(tag)
dybFile = sfdir+'/RazorDYJetsDileptonInvBCheck_%s.root'%(tag)
btagFile = sfdir+'/RazorBTagScaleFactors_%s.root'%(tag)
dynloFile = sfdir+'/RazorDYJetsDileptonInvNLOCrossCheck_%s.root'%(tag)
#get MR-Rsq scale factor histograms
sfNames={
"ZInv":"GJetsInv",
"TTJets1L":"TTJets",
"TTJets2L":"TTJets",
}
sfHists = macro.loadScaleFactorHists(sfFilename=sfFile, processNames=processNames,
scaleFactorNames=sfNames, debugLevel=debugLevel)
bclosure.loadScaleFactors(sfHists, tag=tag)
bclosure.loadScaleFactors(sfHists, tag=tag, gjets=True)
#reopen the file and grab the ZNuNu up/down histograms
#down scale factors are (gjets - (wjets-gjets))
sfTFile = rt.TFile.Open(sfFile)
sfHists['ZInvUp'] = sfTFile.Get('WJetsInvScaleFactors')
sfHists['ZInvDown'] = sfTFile.Get('GJetsInvScaleFactors_Down')
#get njets scale factor histogram
sfNJetsFile = rt.TFile.Open(sfFile_nJets)
sfHists['NJetsTTJets'] = sfNJetsFile.Get("TTJetsScaleFactors")
sfHists['NJetsWJets'] = sfNJetsFile.Get("WJetsScaleFactors")
sfHists['NJetsInv'] = sfNJetsFile.Get("GJetsInvScaleFactors")
#nb double ratio scale factors
dybTFile = rt.TFile.Open(dybFile)
sfHists['NBTagsInv'] = dybTFile.Get("DYJetsDileptonInvBCheckScaleFactors")
#get veto lepton/tau, DYJets, and TTBar Dilepton cross check scale factor histograms
#and b-tag closure results
vlFile = rt.TFile.Open(vetolepFile)
ttTFile = rt.TFile.Open(ttFile)
dyTFile = rt.TFile.Open(dyFile)
btagTFile = rt.TFile.Open(btagFile)
dynloTFile = rt.TFile.Open(dynloFile)
if args.nloZInv:
sfHists['ZInv'] = dynloTFile.Get("WJetsSingleLeptonInvNLOScaleFactors")
sfHists['NJetsInv'] = dynloTFile.Get("WJetsSingleLeptonInvNLOForNJetsScaleFactors")
for jtype in ['DiJet','MultiJet','SevenJet']:
sfHists['TTJetsDilepton'+jtype+'Up'] = ttTFile.Get("TTJetsDilepton"+jtype+"ScaleFactors")
sfHists['TTJetsDilepton'+jtype+'Down'] = macro.invertHistogram(
sfHists['TTJetsDilepton'+jtype+'Up'])
sfHists['DYJetsInvMR'+jtype+'Up'] = dyTFile.Get('DYJetsDileptonInv'+jtype+'MRScaleFactors')
sfHists['DYJetsInvRsq'+jtype+'Up'] = dyTFile.Get('DYJetsDileptonInv'+jtype+'RsqScaleFactors')
if args.nloZInv:
sfHists['DYJetsInvMR'+jtype+'Up'] = dynloTFile.Get("DYJetsDileptonInvNLO"+jtype+"MRScaleFactors")
sfHists['DYJetsInvRsq'+jtype+'Up'] = dynloTFile.Get("DYJetsDileptonInvNLO"+jtype+"RsqScaleFactors")
sfHists['DYJetsInvMR'+jtype+'Down'] = macro.invertHistogram(
sfHists['DYJetsInvMR'+jtype+'Up'])
sfHists['DYJetsInvRsq'+jtype+'Down'] = macro.invertHistogram(
sfHists['DYJetsInvRsq'+jtype+'Up'])
for ltype in ['VetoLepton','VetoTau']:
name = jtype+'For'+ltype
sfHists[ltype+jtype+'PtUp'] = vlFile.Get(name+'ScaleFactors')
sfHists[ltype+jtype+'PtDown'] = macro.invertHistogram(sfHists[ltype+jtype+'PtUp'])
sfHists[ltype+jtype+'EtaUp'] = vlFile.Get(name+'PtCorrScaleFactors')
sfHists[ltype+jtype+'EtaDown'] = macro.invertHistogram(sfHists[ltype+jtype+'EtaUp'])
for b in range(4):
if jtype == 'DiJet' and b > 2: continue
bs = str(b)
sfHists['Rsq'+jtype+bs+'BUp'] = btagTFile.Get(
'Rsq'+jtype+bs+'B')
sfHists['Rsq'+jtype+bs+'BDown'] = macro.invertHistogram(sfHists['Rsq'+jtype+bs+'BUp'])
if b > 2: continue
sfHists['ZInv'+jtype+bs+'BUp'] = btagTFile.Get(
'RsqInv'+jtype+bs+'B')
sfHists['ZInv'+jtype+bs+'BDown'] = macro.invertHistogram(
sfHists['ZInv'+jtype+bs+'BUp'])
#check that everything came out correctly
for h,hist in sfHists.iteritems():
if debugLevel > 0:
print "Checking scale factor histogram:",h
#assert hist
#hist.SetDirectory(0)
if hist:
hist.SetDirectory(0)
elif 'MultiJet' not in h and 'DiJet' not in h:
raise ValueError("Hist {} is null".format(h))
return sfHists
regionDphiHists[sigR] = dphiHists[ltype+"Pt"]
#veto lepton/tau control region
regionsOrder.append(ltype+jtype+"PtCorr")
regions[ltype+jtype+"PtCorr"] = Analysis(ltype+"ControlRegion",tag=tag,
njetsMin=jets[0],njetsMax=jets[1],boostCuts=boostCuts)
#corresponding signal region
sigRPtCorr = jtype+"For"+ltype+"PtCorr"
regionsOrder.append(sigRPtCorr)
regions[sigRPtCorr] = Analysis(sigR+"ControlRegion",
tag=tag,njetsMin=jets[0],njetsMax=jets[1],boostCuts=boostCuts)
regionsCorrespondence[sigRPtCorr] = ltype+jtype+"PtCorr"
regionMtHists[sigRPtCorr] = mtHists[ltype+"Eta"]
regionDphiHists[sigRPtCorr] = dphiHists[ltype+"Eta"]
sfHists = macro.loadScaleFactorHists(
sfFilename="data/ScaleFactors/RazorMADD2015/RazorScaleFactors_%s.root"%(tag),
processNames=regions["VetoLeptonSevenJet"].samples, scaleFactorNames={ "ZInv":"GJetsInv" },
debugLevel=debugLevel)
sfHistsSignal = macro.loadScaleFactorHists(
sfFilename="data/ScaleFactors/RazorMADD2015/RazorScaleFactors_%s.root"%(tag),
processNames=regions["SevenJetForVetoLepton"].samples, scaleFactorNames={ "ZInv":"GJetsInv", "TTJets1L":"TTJets", "TTJets2L":"TTJets" }, debugLevel=debugLevel)
sfNJetsFile = rt.TFile.Open(
"data/ScaleFactors/RazorMADD2015/RazorNJetsScaleFactors_%s.root"%(tag))
for h in [sfHists, sfHistsSignal]:
h['NJetsTTJets'] = sfNJetsFile.Get("TTJetsScaleFactors")
h['NJetsWJets'] = sfNJetsFile.Get("WJetsScaleFactors")
h['NJetsInv'] = sfNJetsFile.Get("GJetsInvScaleFactors")
bclosure.loadScaleFactors(h, tag=tag)
sfVars = ("MR","Rsq")
if not args.noSave:
#recreate output file to avoid confusion
outfile = rt.TFile("data/ScaleFactors/RazorMADD2015/RazorVetoLeptonClosureTests_%s.root"%(tag), "RECREATE")
njetsMin=jets[0],
njetsMax=jets[1])
#corresponding signal region
sigRPtCorr = jtype + "For" + ltype + "PtCorr"
regionsOrder.append(sigRPtCorr)
regions[sigRPtCorr] = Analysis(sigR + "ControlRegion",
tag=tag,
njetsMin=jets[0],
njetsMax=jets[1])
regionsCorrespondence[sigRPtCorr] = ltype + jtype + "PtCorr"
regionMtHists[sigRPtCorr] = mtHists[ltype + "Eta"]
regionDphiHists[sigRPtCorr] = dphiHists[ltype + "Eta"]
sfHists = macro.loadScaleFactorHists(
sfFilename="data/ScaleFactors/RazorMADD2015/RazorScaleFactors_%s.root"
% (tag),
processNames=regions["VetoLeptonDiJet"].samples,
scaleFactorNames={"ZInv": "GJetsInv"},
debugLevel=debugLevel)
sfHistsSignal = macro.loadScaleFactorHists(
sfFilename="data/ScaleFactors/RazorMADD2015/RazorScaleFactors_%s.root"
% (tag),
processNames=regions["DiJetForVetoLepton"].samples,
scaleFactorNames={
"ZInv": "GJetsInv",
"TTJets1L": "TTJets",
"TTJets2L": "TTJets"
},
debugLevel=debugLevel)
sfNJetsFile = rt.TFile.Open(
"data/ScaleFactors/RazorMADD2015/RazorNJetsScaleFactors_%s.root" %
(tag))
debugLevel = args.verbose + 2 * args.debug
tag = args.tag
boostCuts = not args.noBoostCuts
#initialize
plotOpts = {"comment": False, 'SUS15004CR': True}
regionsOrder = ["DYJetsDileptonInvBCheck"]
regions = {
"DYJetsDileptonInvBCheck":
Analysis("DYJetsDileptonInv", tag=tag, boostCuts=boostCuts)
}
sfFilename = "data/ScaleFactors/RazorMADD2015/RazorScaleFactors_%s.root" % (
tag)
sfHists = macro.loadScaleFactorHists(
sfFilename=sfFilename,
processNames=regions["DYJetsDileptonInvBCheck"].samples,
scaleFactorNames={"DYJetsInv": "GJetsInv"},
debugLevel=debugLevel)
sfNJetsFile = rt.TFile.Open(
"data/ScaleFactors/RazorMADD2015/RazorNJetsScaleFactors_%s.root" %
(tag))
for d in [sfHists]:
d['NJetsTTJets'] = sfNJetsFile.Get("TTJetsScaleFactors")
d['NJetsWJets'] = sfNJetsFile.Get("WJetsScaleFactors")
d['NJetsInv'] = sfNJetsFile.Get("GJetsInvScaleFactors")
d['NJetsWJetsInv'] = sfNJetsFile.Get("WJetsInvScaleFactors")
bclosure.loadScaleFactors(d, tag=tag)
bclosure.loadScaleFactors(d, tag=tag, gjets=True)
sfVars = {
"WJets": ("MR", "Rsq"),
"TTJets": ("MR", "Rsq"),
os.system('mkdir -p '+outDir)
for curBox in boxList:
btagsMax = getMaxBtags(curBox)
# retrieve binning and other info
analyses = []
unrollBins = []
for nb in range(btagsMax + 1):
analyses.append(Analysis(curBox, args.tag, nbMin=nb))
unrollBins.append(analyses[-1].unrollBins)
lumi = analyses[0].lumi
sfNames = { "TTJets1L":"TTJets", "TTJets2L":"TTJets",
"ZInv":"GJetsInv" }
sfHists = macro.loadScaleFactorHists(
"data/ScaleFactors/RazorMADD2015/RazorScaleFactors_%s.root"%(args.tag),
processNames=["TTJets1L","TTJets2L","WJets","ZInv"],
scaleFactorNames=sfNames, debugLevel=debugLevel)
sfFileNameBClosure = 'data/ScaleFactors/RazorMADD2015/RazorBTagScaleFactors_%s.root'%(args.tag)
sfFileBClosure = rt.TFile.Open(sfFileNameBClosure)
sfHistsForUncorrSFs1D = {}
sfHistsForUncorrSFs1DMR = {}
jets = 'MultiJet'
if curBox in ['DiJet', 'LeptonJet']:
jets = 'DiJet'
elif curBox in ['SevenJet', 'LeptonSevenJet']:
jets = 'SevenJet'
for name in ['TTJets1L', 'TTJets2L', 'WJets']:
sfHistsForUncorrSFs1D[name] = sfFileBClosure.Get("Rsq{}0B".format(jets))
assert(sfHistsForUncorrSFs1D[name])
sfHistsForUncorrSFs1DMR[name] = sfFileBClosure.Get("MR{}0B".format(jets))
assert(sfHistsForUncorrSFs1DMR[name])
sfFile_nJets = sfdir + '/RazorNJetsScaleFactors_%s.root' % (tag)
vetolepFile = sfdir + '/RazorVetoLeptonClosureTests_%s.root' % (tag)
ttFile = sfdir + '/RazorTTJetsDileptonCrossCheck_%s.root' % (tag)
dyFile = sfdir + '/RazorDYJetsDileptonInvCrossCheck_%s.root' % (tag)
btagFile = sfdir + '/RazorBTagClosureTests_%s.root' % (tag)
gjetsbtagFile = sfdir + '/RazorGJetsBTagClosureTests_%s.root' % (tag)
#get MR-Rsq scale factor histograms
sfNames = {
"ZInv": "GJetsInv",
"TTJets1L": "TTJets",
"TTJets2L": "TTJets",
}
processNames = regions.itervalues().next().samples
sfHists = macro.loadScaleFactorHists(sfFilename=sfFile,
processNames=processNames,
scaleFactorNames=sfNames,
debugLevel=debugLevel)
#reopen the file and grab the ZNuNu up/down histograms
#down scale factors are (gjets - (wjets-gjets))
sfTFile = rt.TFile.Open(sfFile)
sfHists['ZInvUp'] = sfTFile.Get('WJetsInvScaleFactors')
sfHists['ZInvDown'] = sfTFile.Get('GJetsInvScaleFactors_Down')
#get njets scale factor histogram
sfNJetsFile = rt.TFile.Open(sfFile_nJets)
sfHists['NJetsTTJets'] = sfNJetsFile.Get("TTJetsScaleFactors")
sfHists['NJetsWJets'] = sfNJetsFile.Get("WJetsScaleFactors")
sfHists['NJetsInv'] = sfNJetsFile.Get("GJetsInvScaleFactors")
#get veto lepton/tau, DYJets, and TTBar Dilepton cross check scale factor histograms
#and b-tag closure results
vlFile = rt.TFile.Open(vetolepFile)
ttTFile = rt.TFile.Open(ttFile)
