def makeSVMassPlots(histodict):
ratplot = RatioPlot('SVMass')
ratplot.normalized = True
ratplot.ratiorange = (0.5,1.5)
ratplot.legpos = (0.65, 0.60)
ratplot.ratiotitle = 'Data/MC'
ratplot.extratext = '' #Work in Progress'
ratplot.tag = "Inclusive"
# ratplot.tag = "e#mu channel"
ratplot.tagpos = (0.80,0.55)
ratplot.add(histodict[('nominal','SVMass',3)], 'N_{trk}=3 t#bar{t} MC', includeInRatio=False)
ratplot.add(histodict[('data', 'SVMass',3)], 'N_{trk}=3 Data', includeInRatio=True)
ratplot.add(histodict[('nominal','SVMass',4)], 'N_{trk}=4 t#bar{t} MC', includeInRatio=False)
ratplot.add(histodict[('data', 'SVMass',4)], 'N_{trk}=4 Data', includeInRatio=True)
ratplot.add(histodict[('nominal','SVMass',5)], 'N_{trk}=5 t#bar{t} MC', includeInRatio=False)
ratplot.add(histodict[('data', 'SVMass',5)], 'N_{trk}=5 Data', includeInRatio=True)
ratplot.reference = [histodict[('nominal','SVMass',3)]]
ratplot.reference.append(histodict[('nominal','SVMass',4)])
ratplot.reference.append(histodict[('nominal','SVMass',5)])
ratplot.colors = [ROOT.kMagenta+1, ROOT.kMagenta+1,
ROOT.kViolet+2, ROOT.kViolet+2,
ROOT.kAzure+7, ROOT.kAzure+7]
ratplot.drawoptions = ['hist', 'PE', 'hist', 'PE', 'hist', 'PE']
ratplot.markerstyles = [24, 24, 25, 25, 26, 26]
ratplot.markersizes = len(ratplot.histos)*[1.4]
ratplot.show('svmassplot',opt.outDir)
ratplot.saveRatios('svmass_weights',opt.outDir,['SVMass_weight_3','SVMass_weight_4','SVMass_weight_5'])
def makeMassPlot(histos, outname, tag='', subtag=''):
ratplot = RatioPlot('ratioplot')
ratplot.normalized = False
ratplot.ratiotitle = "Ratio wrt 172.5 GeV"
ratplot.extratext = ''
ratplot.tag = tag
ratplot.subtag = subtag
ratplot.legpos = (0.65, 0.62)
ratplot.ratiorange = (0.7, 1.3)
ratplot.titlex = 'm_{svl} [GeV]'
ratplot.xlabelsize = 28
ratplot.xtitlesize = 34
ratplot.ylabelsize = 28
ratplot.ytitlesize = 34
ratplot.ytitleoffset = 1.8
ratplot.xtitleoffset = 3
ratplot.legendtextsize = 28
ratplot.legendrowsize = 0.08
ratplot.reference = [histos[172.5]]
ratplot.titley = "Combinations / %3.1f GeV" %histos['data'].GetXaxis().GetBinWidth(1)
####################################################
# Construct dummy data for now
# dummy = histos[172.5].Clone('dummy_data')
# dummy.Reset('ICE')
# dummy.FillRandom(histos[173.5], ROOT.gRandom.Poisson(histos[172.5].Integral()))
# ratplot.add(dummy,'Pseudo Data (@173.5 GeV)')
####################################################
####################################################
# REAL DATA:
ratplot.add(histos['data'], 'Data')
####################################################
# histos[MASSESTOPLOT[0]].SetLineStyle(2)
# histos[MASSESTOPLOT[-1]].SetLineStyle(3)
for mass in MASSESTOPLOT:
legentry = 'm_{t} = %5.1f GeV' % mass
try:
histo = histos[mass]
ratplot.add(histo, legentry, includeInRatio=(mass != 172.5))
except KeyError: pass
# ratplot.colors = [ROOT.kBlack, ROOT.kAzure-4, ROOT.kAzure+1, ROOT.kAzure-6]
# ratplot.colors = [ROOT.kBlack, ROOT.kAzure-2, ROOT.kGray, ROOT.kOrange+9]
ratplot.colors = [ROOT.kBlack, ROOT.kSpring-8, ROOT.kGray+1, ROOT.kOrange+9]
# ratplot.colors = [ROOT.kBlack, ROOT.kOrange-4, ROOT.kOrange-3, ROOT.kOrange+9]
ratplot.drawoptions = ['PE', 'hist', 'hist', 'hist']
ratplot.markerstyles = [20,1,1,1]
ratplot.markersizes = [1.5,1,1,1]
ratplot.ratioydivisions = 405
ratplot.show("massscan_paper_%s"%outname, opt.outDir)
def makeSVMassPlots(histodict):
ratplot = RatioPlot('SVMass')
ratplot.normalized = True
ratplot.ratiorange = (0.5, 1.5)
ratplot.legpos = (0.65, 0.60)
ratplot.ratiotitle = 'Data/MC'
ratplot.extratext = '' #Work in Progress'
ratplot.tag = "Inclusive"
# ratplot.tag = "e#mu channel"
ratplot.tagpos = (0.80, 0.55)
ratplot.add(histodict[('nominal', 'SVMass', 3)],
'N_{trk}=3 t#bar{t} MC',
includeInRatio=False)
ratplot.add(histodict[('data', 'SVMass', 3)],
'N_{trk}=3 Data',
includeInRatio=True)
ratplot.add(histodict[('nominal', 'SVMass', 4)],
'N_{trk}=4 t#bar{t} MC',
includeInRatio=False)
ratplot.add(histodict[('data', 'SVMass', 4)],
'N_{trk}=4 Data',
includeInRatio=True)
ratplot.add(histodict[('nominal', 'SVMass', 5)],
'N_{trk}=5 t#bar{t} MC',
includeInRatio=False)
ratplot.add(histodict[('data', 'SVMass', 5)],
'N_{trk}=5 Data',
includeInRatio=True)
ratplot.reference = [histodict[('nominal', 'SVMass', 3)]]
ratplot.reference.append(histodict[('nominal', 'SVMass', 4)])
ratplot.reference.append(histodict[('nominal', 'SVMass', 5)])
ratplot.colors = [
ROOT.kMagenta + 1, ROOT.kMagenta + 1, ROOT.kViolet + 2,
ROOT.kViolet + 2, ROOT.kAzure + 7, ROOT.kAzure + 7
]
ratplot.drawoptions = ['hist', 'PE', 'hist', 'PE', 'hist', 'PE']
ratplot.markerstyles = [24, 24, 25, 25, 26, 26]
ratplot.markersizes = len(ratplot.histos) * [1.4]
ratplot.show('svmassplot', opt.outDir)
ratplot.saveRatios(
'svmass_weights', opt.outDir,
['SVMass_weight_3', 'SVMass_weight_4', 'SVMass_weight_5'])
def main(args, opt):
os.system('mkdir -p %s'%opt.outDir)
ROOT.gStyle.SetOptTitle(0)
ROOT.gStyle.SetOptStat(0)
ROOT.gROOT.SetBatch(1)
# Construct histograms
peInputFile = ROOT.TFile.Open(args[0], 'READ')
masshistos = {}
for mass in ALLMASSES+['data']:
masshist = None
masstag = mass
if type(mass) == float:
masstag = 'nominal_'+str(mass).replace('.','v')
for trk,_ in NTRKBINS:
ihist = peInputFile.Get('%s/SVLMass_inclusive_optmrank_%s_%d'%(masstag,masstag,trk))
try:
masshist.Add(ihist)
except AttributeError:
try:
masshist = ihist.Clone(masstag)
except ReferenceError:
print "Histogram not found: %s/SVLMass_inclusive_optmrank_%s_%d"%(masstag,masstag,trk)
continue
masshistos[mass] = masshist
ratplot = RatioPlot('ratioplot')
ratplot.normalized = False
ratplot.ratiotitle = "Ratio wrt 172.5 GeV"
ratplot.tag = 'All channels combined'
ratplot.extratext = 'Preliminary'
ratplot.rebin = 1
ratplot.legpos = (0.55, 0.15)
ratplot.ratiorange = (0.5, 1.5)
ratplot.reference = [masshistos[172.5]]
# Construct dummy data for now
dummy = masshistos[172.5].Clone('dummy_data')
dummy.Reset('ICE')
dummy.FillRandom(masshistos[173.5], ROOT.gRandom.Poisson(masshistos[172.5].Integral()))
ratplot.add(dummy,'Pseudo Data (@173.5 GeV)')
####################################################
# REAL DATA:
# ratplot.add(masshistos['data'], 'Data')
####################################################
for mass in MASSESTOPLOT:
legentry = 'MC (m_{top} = %5.1f GeV)' % mass
try:
histo = masshistos[mass]
ratplot.add(histo, legentry, includeInRatio=(mass != 172.5))
except KeyError: pass
ratplot.colors = [ROOT.kBlack, ROOT.kAzure-4, ROOT.kAzure+1, ROOT.kAzure-6]
# ratplot.colors = [ROOT.kBlack, ROOT.kOrange-4, ROOT.kOrange-3, ROOT.kOrange+9]
ratplot.drawoptions = ['PE', 'hist', 'hist', 'hist']
ratplot.markerstyles = [20,1,1,1]
ratplot.markersizes = [1.5,1,1,1]
ratplot.show("massscan_paper_optmrank", opt.outDir)
return 0