def plotPU(category):
MJArray = [
200., 230., 260.0, 290.0, 320.0, 350.0, 390.0, 430.0, 470.0, 510.0,
550.0, 590.0, 640.0, 690.0, 740.0, 790.0, 840.0, 900.0, 960.0, 1020.0,
1090.0, 1160.0, 1250.0
]
MVArray = [250, 300, 350, 400, 500, 600, 1000]
theArray = MJArray
if category == 'monoV':
theArray = MVArray
plotter.ResetWeight()
plotter.AddWeight(cuts.cut(category, 'signal') + '* (mcWeight)')
plotter.AddWeight(cuts.cut(category, 'signal') + '* (mcWeight * puWeight)')
plotter.AddWeight(
cuts.cut(category, 'signal') + '* (mcWeight * puWeightOff)')
plotter.SetDefaultExpr('met')
plotter.MakeCanvas('~/www/plots/160314/' + category,
len(theArray) - 1, array('d', theArray), 'MET [GeV]',
'Events/GeV', True)
plotter.SetDefaultExpr('npv')
plotter.MakeCanvas('~/www/plots/160314/NPV_' + category, 30, 0, 30, 'NPV',
'Events', False)
def MakePlot(args):
holding = list(args)
expr = args[0]
holding[0] = outDir + 'VBFStudy_' + expr
plotter.SetDefaultWeight(
Nminus1Cut(
cuts.cut('monoJet_inc', 'signal') + '*(' + cuts.METTrigger +
' * mcWeight * XSecWeight * puWeight * zkfactor * ewk_z)',
expr))
plotter.SetDefaultExpr(expr)
plotter.MakeCanvas(*holding)
plotter.AddTree(aFile.Get('events'))
plotter.AddTree(cChain)
plotter.SetRatioIndex(0)
#plotter.SetNormalizedHists(True)
plotter.AddWeight('(fatjet1Pt > 0) * mcWeight * 2.450')
plotter.AddWeight('(fatjet1Pt > 0) * mcWeight * 2.058')
plotter.AddLegendEntry('Axial 2000 #rightarrow 50 80X', 1, 2, 1)
plotter.AddLegendEntry('Axial 2000 #rightarrow 50 74X', 2, 2, 2)
plotter.SetLegendLocation(plotter.kUpper, plotter.kRight, 0.4, 0.3)
plotter.SetDefaultExpr('fatjet1Pt')
plotter.MakeCanvas('~/www/plots/160728/compare_releases_pT', 30, 250, 1000,
"p_{T} [GeV]", "A.U.")
plotter.SetDefaultExpr('fatjet1PrunedM')
plotter.MakeCanvas('~/www/plots/160728/compare_releases_masspruned', 20, 0,
200, "m_{pruned} [GeV]", "A.U.")
plotter.SetDefaultExpr('fatjet1Mass')
plotter.MakeCanvas('~/www/plots/160728/compare_releases_mass', 25, 0, 250,
"m_{raw} [GeV]", "A.U.")
plotter.SetDefaultExpr('met')
plotter.MakeCanvas('~/www/plots/160728/compare_releases_met', 30, 250, 1000,
"E_{T}^{miss} [GeV]", "A.U.")
plotter.SetLegendLocation(plotter.kUpper, plotter.kLeft, 0.4, 0.3)
plotter.SetDefaultExpr('fatjet1tau21')
plotter.MakeCanvas('~/www/plots/160728/compare_releases_tau21', 24, -0.2, 1.0,
"#tau_{2}/#tau_{1}", "A.U.")
outDir = '~/www/plots/' + os.environ['CROMBIEDATE'] + '/'
gammaMCFile = TFile(directory + 'merged/monojet_GJets.root')
print gammaMCFile.GetName()
zeeMCFile = TFile(directory + 'merged/monojet_DY.root')
print zeeMCFile.GetName()
dataFile = TFile(directory + 'monojet_Data.root')
print dataFile.GetName()
xArray = [200, 250, 300, 350, 400, 500, 600, 1000]
plotter.SetLumiLabel('2.24')
plotter.SetIsCMSPrelim(True)
plotter.SetLegendLocation(plotter.kUpper, plotter.kRight)
plotter.SetDefaultExpr('met')
plotter.SetEventsPer(1.0)
plotter.SetAxisMinMax(0.0, 0.12)
plotter.SetRatioMinMax(0.0, 2.0)
plotter.AddTreeWeight(zeeMCFile.events,
'(' + cuts.ZeeMJ + ')*mcFactors*XSecWeight')
plotter.AddTreeWeight(dataFile.events, cuts.ZeeMJ)
zPlots = plotter.MakeHists(len(xArray) - 1, array('d', xArray))
plotter.ResetTree()
plotter.ResetWeight()
plotter.AddTreeWeight(gammaMCFile.events,
'(' + cuts.gjetMJ + ')*mcFactors*XSecWeight')
from CrombieTools.PlotTools.PlotHists import plotter
from CrombieTools.PlotTools import AddOutDir
from ROOT import TFile
directory = '/data/t3home000/dabercro/hbb/compare/wjets/'
nlo_file = TFile(directory +
'WJetsToLNu_TuneCUETP8M1_13TeV-amcatnloFXFX-pythia8.root')
lo_file = TFile(directory +
'WJetsToLNu_TuneCUETP8M1_13TeV-madgraphMLM-pythia8.root')
nlobinned_file = TFile(directory + 'WJetsToLNu_Pt.root')
lobinned_file = TFile(directory + 'WJetsToLNu_HT.root')
plotter.SetDefaultExpr('genboson_pt')
plotter.SetDefaultWeight('genboson * mc_weight * XSecWeight')
plotter.AddTree(nlo_file.Get('events'))
plotter.AddTree(nlobinned_file.Get('events'))
plotter.AddTree(lo_file.Get('events'))
plotter.AddTree(lobinned_file.Get('events'))
plotter.AddLegendEntry('NLO', 1, 2, 1)
plotter.AddLegendEntry('NLO binned', 3, 2, 1)
plotter.AddLegendEntry('LO', 2, 2, 1)
plotter.AddLegendEntry('LO binned', 4, 2, 1)
plotter.SetMakeRatio(True)
plotter.SetRatioIndex(3)
#!/usr/bin/env python
from CrombieTools.PlotTools.PlotHists import plotter
from ROOT import TFile
theFile = TFile('signalTest.root')
plotter.SetDefaultTree(theFile.Get('events'))
plotter.SetDefaultExpr('fatjetPrunedML2L3')
weight = 'fatjetPt > 250 && n_looselep == 0 && n_loosepho == 0 && n_bjetsLoose == 0 && met > 250'
plotter.AddWeight(weight)
plotter.AddWeight(weight + ' && fatjetDRWq2 > 0 && fatjetDRWq1 > 0.8')
plotter.AddWeight(weight + ' && fatjetDRWq2 > 0.8 && fatjetDRWq1 > 0.8')
plotter.AddLegendEntry('All',1)
plotter.AddLegendEntry('Part of W',2)
plotter.AddLegendEntry('Not Matching W',4)
plotter.MakeCanvas("plots/fatjetPrunedMx",25,0,150,"m_{pruned} [GeV]","A.U.")
#!/usr/bin/env python
from CrombieTools.PlotTools.PlotHists import plotter
from ROOT import TFile
directory = '/Users/dabercro/GradSchool/Summer16/Skim_160622/'
theFile = TFile(directory + 'wscale_TTJets_SingleLeptFromT.root')
plotter.SetDefaultExpr('topPtReweighting')
plotter.SetDefaultTree(theFile.Get('events'))
plotter.AddWeight(
'fatjetPt > 250 && thirdFatMass < 50 && n_tightlep == 1 && n_looselep == 1 && n_bjetsLoose > 0 && fatjetDRLooseB > 0.8 && fatjetDRLooseB < 1.2 && fatjetDPhiLep1 > 2.0 && ((n_jetsNotFat == 3 && fatjet2Pt < 0) || (n_jetsNotFat == 2)) && n_tightlep == 1 && n_looselep == 1 && fatjet1DRGenW < 0.2'
)
plotter.AddWeight(
'fatjetPt > 250 && thirdFatMass < 50 && n_tightlep == 1 && n_looselep == 1 && n_bjetsLoose > 0 && fatjetDRLooseB > 0.8 && fatjetDRLooseB < 1.2 && fatjetDPhiLep1 > 2.0 && n_tightlep == 1 && n_looselep == 1 && fatjet1DRGenW < 0.2'
)
plotter.AddLegendEntry('With n_{jets} cut', 1)
plotter.AddLegendEntry('Without that cut', 2)
plotter.SetRatioIndex(1)
plotter.MakeCanvas("topPtWeight", 50, 0.75, 1.2, "top p_{T} reweighting",
"A.U.")