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plotDef.py
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plotDef.py
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import math
from bamboo.plots import Plot, EquidistantBinning, SummedPlot, VariableBinning
from bamboo import treefunctions as op
from copy import copy
from bamboo.plots import CutFlowReport
from highlevelLambdas import highlevelLambdas
from JPA import *
######################## Channel title #############################
def SingleLeptonChannelTitleLabel(channel):
if (channel == "El"):
channel = "e^{#pm}"
elif (channel == "Mu"):
channel ="#mu^{#pm}"
channelLabel = {'labels': [{'text': channel, 'position': [0.23, 0.87], 'size': 36}]}
return channelLabel
def DoubleLeptonChannelTitleLabel(channel):
if (channel == "ElEl"):
channel = "e^{+}e^{-}"
elif (channel == "MuMu"):
channel ="#mu^{+}#mu^{-}"
elif (channel == "ElMu"):
channel = "e^{#pm} #mu^{#mp}"
channelLabel = {'labels': [{'text': channel, 'position': [0.23, 0.87], 'size': 36}]}
return channelLabel
###################### Plot Objects Number ###########################
def objectsNumberPlot(channel,objName,suffix,objCont,sel,Nmax,xTitle):
channelLabel = DoubleLeptonChannelTitleLabel(channel)
return Plot.make1D(channel+"_"+suffix+"_"+objName+"_N",
op.rng_len(objCont),
sel,
EquidistantBinning(Nmax,0.,Nmax),
xTitle = xTitle,
plotopts = channelLabel)
####################### Channel Plot ###############################
def doubleLeptonChannelPlot(sel,DilepElEl,DilepMuMu,DilepElMu,suffix,channel):
"""
Plots the number of events in each channel
"""
plots = []
plots.append(objectsNumberPlot(channel = channel,
suffix = suffix,
objName = "DilepElEl",
objCont = DilepElEl,
sel = sel,
Nmax = 5,
xTitle = "N(e^{+}e^{-})"))
plots.append(objectsNumberPlot(channel = channel,
suffix = suffix,
objName = "DilepMuMu",
objCont = DilepMuMu,
sel = sel,
Nmax = 5,
xTitle = "N(#mu^{+}#mu^{-})"))
plots.append(objectsNumberPlot(channel = channel,
suffix = suffix,
objName = "DilepElMu",
objCont = DilepElMu,
sel = sel,
Nmax = 5,
xTitle = "N(e^{#pm} #mu^{#mp})"))
return plots
########################## YIELD PLOT #################################
class makeYieldPlots:
def __init__(self,unitYield=False):
self.calls = 0
self.plots = []
self.unitYield = unitYield
def addYield(self, sel, name, title):
"""
Make Yield plot and use it also in the latex yield table
sel = refine selection
name = name of the PDF to be produced
title = title that will be used in the LateX yield table
"""
if self.unitYield:
sel = sel.refine("Yield_"+name,weight=op.c_float(1.)/sel.weight)
self.plots.append(Plot.make1D("Yield_"+name,
op.c_int(0),
sel,
EquidistantBinning(1, 0., 1.),
title = "Yield_"+name,
xTitle = "Yield_"+name,
plotopts = {"for-yields":True, "yields-title":title, 'yields-table-order':self.calls}))
self.calls += 1
def returnPlots(self):
return self.plots
###################### TRIGGER PLOTS ##############################
def singleLeptonTriggerPlots(sel,triggerDict,suffix,channel):
plots = []
channelLabel = SingleLeptonChannelTitleLabel(channel)
# Single Electron #
#plots.append(Plot.make1D("%s_%s_trigger_singleElectron"%(channel,suffix),
# op.OR(*triggerDict["SingleElectron"]),
# sel,
# EquidistantBinning(2, 0., 2.),
# xTitle= "SingleElectron trigger",
# plotopts = channelLabel))
# Single Muon #
#plots.append(Plot.make1D("%s_%s_trigger_singleMuon"%(channel,suffix),
# op.OR(*triggerDict['SingleMuon']),
# sel,
# EquidistantBinning(2, 0., 2.),
# xTitle= "SingleMuon trigger",
# plotopts = channelLabel))
return plots
def doubleLeptonTriggerPlots(sel,triggerDict,suffix,channel):
plots = []
channelLabel = DoubleLeptonChannelTitleLabel(channel)
# Single Electron #
plots.append(Plot.make1D("%s_%s_trigger_singleElectron"%(channel,suffix),
op.OR(*triggerDict["SingleElectron"]),
sel,
EquidistantBinning(2, 0., 2.),
xTitle= "SingleElectron trigger",
plotopts = channelLabel))
# Single Muon #
plots.append(Plot.make1D("%s_%s_trigger_singleMuon"%(channel,suffix),
op.OR(*triggerDict['SingleMuon']),
sel,
EquidistantBinning(2, 0., 2.),
xTitle= "SingleMuon trigger",
plotopts = channelLabel))
# Double Electron #
plots.append(Plot.make1D("%s_%s_trigger_doubleElectron"%(channel,suffix),
op.OR(*triggerDict['DoubleEGamma']),
sel,
EquidistantBinning(2, 0., 2.),
xTitle= "DoubleEGamma trigger",
plotopts = channelLabel))
# Double Muon #
plots.append(Plot.make1D("%s_%s_trigger_doubleMuon"%(channel,suffix),
op.OR(*triggerDict['DoubleMuon']),
sel,
EquidistantBinning(2, 0., 2.),
xTitle= "DoubleMuon trigger",
plotopts = channelLabel))
# Muon-Electron #
plots.append(Plot.make1D("%s_%s_trigger_MuonElectron"%(channel,suffix),
op.OR(*triggerDict['MuonEG']),
sel,
EquidistantBinning(2, 0., 2.),
xTitle= "MuonEG trigger",
plotopts = channelLabel))
return plots
########################## LHE PLOT #################################
def makeLHEPlots(sel, LHE):
plots = []
plots.append(Plot.make1D("LHE_Njets",
LHE.Njets,
sel,
EquidistantBinning(5,0.,5),
xTitle='LHE Njets'))
plots.append(Plot.make1D("LHE_HT",
LHE.HT,
sel,
VariableBinning([70,100,200,400,600,800,1200,2500]),
xTitle='LHE HT'))
plots.append(Plot.make1D("LHE_HT_finer",
LHE.HT,
sel,
EquidistantBinning(40, 0., 400.),
xTitle='LHE HT'))
plots.append(Plot.make2D("LHE_HTVSNjets",
[LHE.HT,LHE.Njets],
sel,
[VariableBinning([0,70,100,200,400,600,800,1200,2500]),EquidistantBinning(5,0.,5)],
yTitle='LHE Njets',
xTitle='LHE HT'))
plots.append(Plot.make2D("LHE_HTVSNjets_finer",
[LHE.HT,LHE.Njets],
sel,
[EquidistantBinning(40, 0., 400.),EquidistantBinning(5,0.,5)],
yTitle='LHE Njets',
xTitle='LHE HT'))
return plots
########################## MET PLOT #################################
def makeMETPlots(sel, met, suffix, channel):
"""
Make MET basic plots
sel = refine selection
met = MET object
suffix = string identifying the selecton
channel = string identifying the channel of the dilepton (can be "NoChannel")
"""
plots = []
channelLabel = DoubleLeptonChannelTitleLabel(channel)
# PT plot #
plots.append(Plot.make1D("%s_%s_met_pt"%(channel,suffix),
met.pt,
sel,
EquidistantBinning(40, 0., 200.),
title="Transverse momentum of the MET (channel %s)"%channel,
xTitle= "P_{T}(MET) [GeV]",
plotopts = channelLabel))
# Phi plot #
plots.append(Plot.make1D("%s_%s_met_phi"%(channel,suffix),
met.phi,
sel,
EquidistantBinning(20, -3.2, 3.2),
title="Azimutal angle of the MET (channel %s)"%channel,
xTitle= "#phi (MET)",
plotopts = channelLabel))
return plots
########################## LEPTON PLOT #################################
def makeSinleptonPlots(sel, lep, suffix, channel, is_MC=False):
"""
Make dilepton basic plots
sel = refine selection
sinlepton = sinlepton object (El, Mu)
suffix = string identifying the selecton
channel = string identifying the channel of the sinlepton (can be "NoChannel")
"""
plots = []
channelLabel = SingleLeptonChannelTitleLabel(channel)
# PT plot #
plots.append(Plot.make1D("%s_%s_lepton_pt"%(channel,suffix),
lep.pt,
sel,
EquidistantBinning(60,0.,300.),
title="Transverse momentum of the lepton (channel %s)"%channel,
xTitle= "P_{T} (lepton) [GeV]",
plotopts = channelLabel))
# Eta plot #
plots.append(Plot.make1D("%s_%s_lepton_eta"%(channel,suffix),
lep.eta,
sel,
EquidistantBinning(22, -3., 3.),
title="Pseudorapidity of the lepton (channel %s)"%channel,
xTitle= "#eta (lepton)",
plotopts = channelLabel))
# PT-eta plots #
#plots.append(Plot.make2D("%s_%s_lepton_ptVSeta"%(channel,suffix),
# [lep.pt, lep.eta],
# sel,
# [EquidistantBinning(60,0.,300.),EquidistantBinning(22, -3., 3.)],
# xTitle= "P_{T} (lepton) [GeV]",
# yTitle= "#eta (lepton)",
# plotopts = channelLabel))
# Phi plot #
plots.append(Plot.make1D("%s_%s_lepton_phi"%(channel,suffix),
lep.phi,
sel,
EquidistantBinning(20, -3.2, 3.2),
title="Azimutal angle of the lepton (channel %s)"%channel,
xTitle= "#phi (lepton)",
plotopts = channelLabel))
# GenPartFlav (if isMC) #
#plots.append(Plot.make1D("%s_%s_lepton_genPartFlav"%(channel,suffix),
# lep.genPartFlav if is_MC else op.c_int(-1),
# sel,
# EquidistantBinning(23, -1., 22.),
# title="Flavour of genParticle (channel %s)"%channel,
# xTitle= "GenParticle flavour (lepton)",
# plotopts = channelLabel))
return plots
def makeDileptonPlots(sel, dilepton, suffix, channel, is_MC=False):
"""
Make dilepton basic plots
sel = refine selection
dilepton = dilepton object (ElEl, MuEl, ElMu, MuMu)
suffix = string identifying the selecton
channel = string identifying the channel of the dilepton (can be "NoChannel")
"""
plots = []
channelLabel = DoubleLeptonChannelTitleLabel(channel)
# PT plot #
plots.append(Plot.make1D("%s_%s_firstlepton_pt"%(channel,suffix),
dilepton[0].pt,
sel,
EquidistantBinning(60,0.,300.),
title="Transverse momentum of the first lepton (channel %s)"%channel,
xTitle= "P_{T} (first lepton) [GeV]",
plotopts = channelLabel))
plots.append(Plot.make1D("%s_%s_secondlepton_pt"%(channel,suffix),
dilepton[1].pt,
sel,
EquidistantBinning(40,0.,200.),
title="Transverse momentum of the second lepton (channel %s)"%channel,
xTitle= "P_{T} (second lepton) [GeV]",
plotopts = channelLabel))
plots.append(Plot.make1D("%s_%s_dilepton_pt"%(channel,suffix),
(dilepton[0].p4+dilepton[1].p4).Pt(),
sel,
EquidistantBinning(60,0.,300.),
title="Transverse momentum of the dilepton (channel %s)"%channel,
xTitle= "P_{T} (dilepton) [GeV]",
plotopts = channelLabel))
# PT-eta plots #
#plots.append(Plot.make2D("%s_%s_firstlepton_ptVSeta"%(channel,suffix),
# [dilepton[0].eta, dilepton[0].pt],
# sel,
# [EquidistantBinning(22, -3., 3.),EquidistantBinning(60,0.,300.)],
# xTitle= "P_{T} (first lepton) [GeV]",
# yTitle= "#eta (second lepton)",
# plotopts = channelLabel))
# Eta plot #
plots.append(Plot.make1D("%s_%s_firstlepton_eta"%(channel,suffix),
dilepton[0].eta,
sel,
EquidistantBinning(22, -3., 3.),
title="Pseudorapidity of the first lepton (channel %s)"%channel,
xTitle= "#eta (first lepton)",
plotopts = channelLabel))
plots.append(Plot.make1D("%s_%s_secondlepton_eta"%(channel,suffix),
dilepton[1].eta,
sel,
EquidistantBinning(22, -3., 3.),
title="Pseudorapidity of the second lepton (channel %s)"%channel,
xTitle= "#eta (second lepton)",
plotopts = channelLabel))
# Phi plot #
plots.append(Plot.make1D("%s_%s_firstlepton_phi"%(channel,suffix),
dilepton[0].phi,
sel,
EquidistantBinning(16, -3.2, 3.2),
title="Azimutal angle of the first lepton (channel %s)"%channel,
xTitle= "#phi (first lepton)",
plotopts = channelLabel))
plots.append(Plot.make1D("%s_%s_secondlepton_phi"%(channel,suffix),
dilepton[1].phi,
sel,
EquidistantBinning(16, -3.2, 3.2),
title="Azimutal angle of the second lepton (channel %s)"%channel,
xTitle= "#phi (second lepton)",
plotopts = channelLabel))
plots.append(Plot.make1D("%s_%s_dilepton_deltaPhi"%(channel,suffix),
op.abs(op.deltaPhi(dilepton[0].p4,dilepton[1].p4)),
sel,
EquidistantBinning(32,0, 3.2),
title="Azimutal angle difference of the dilepton (channel %s)"%channel,
xTitle= "|#Delta \phi (dilepton)|",
plotopts = channelLabel))
# DeltaR plot #
plots.append(Plot.make1D("%s_%s_dilepton_deltaR"%(channel,suffix),
op.deltaR(dilepton[0].p4,dilepton[1].p4),
sel,
EquidistantBinning(50, 0., 5.),
title="Dilepton Delta R (channel %s)"%channel,
xTitle= "#Delta R (dilepton)",
plotopts = channelLabel))
# InvMass plot #
plots.append(Plot.make1D("%s_%s_dilepton_invariantMass"%(channel,suffix),
op.invariant_mass(dilepton[0].p4,dilepton[1].p4),
sel,
EquidistantBinning(50, 0., 500.),
title="Dilepton invariant mass (channel %s)"%channel,
xTitle= "Invariant mass (dilepton) [GeV]",
plotopts = channelLabel))
# GenPartFlav (if isMC) #
plots.append(Plot.make1D("%s_%s_firstlepton_genPartFlav"%(channel,suffix),
dilepton[0].genPartFlav if is_MC else op.c_int(-1),
sel,
EquidistantBinning(23, -1., 22.),
title="Flavour of genParticle (channel %s)"%channel,
xTitle= "GenParticle flavour (first lepton)",
plotopts = channelLabel))
plots.append(Plot.make1D("%s_%s_secondlepton_genPartFlav"%(channel,suffix),
dilepton[1].genPartFlav if is_MC else op.c_int(-1),
sel,
EquidistantBinning(23, -1., 22.),
title="Flavour of genParticle (channel %s)"%channel,
xTitle= "GenParticle flavour (second lepton)",
plotopts = channelLabel))
# ttH mva plot #
plots.append(Plot.make1D("%s_%s_firstlepton_ttHmva"%(channel,suffix),
dilepton[0].mvaTTH,
sel,
EquidistantBinning(50,0.,1.),
title="ttH MVA of the first lepton (channel %s)"%channel,
xTitle= "MVA_{ttH} (first lepton) [GeV]",
plotopts = channelLabel))
plots.append(Plot.make1D("%s_%s_secondlepton_ttHmva"%(channel,suffix),
dilepton[1].mvaTTH,
sel,
EquidistantBinning(50,0.,1.),
title="ttH MVA of the second lepton (channel %s)"%channel,
xTitle= "MVA_{ttH} (second lepton) [GeV]",
plotopts = channelLabel))
return plots
########################## DELTA PLOTS #################################
def makeDeltaRPlots(sel,cont1,cont2,suffix,channel,isMC):
plots = []
channelLabel = DoubleLeptonChannelTitleLabel(channel)
mixedCont = op.combine((cont1,cont2))
plots.append(Plot.make1D("%s_%s_DeltaR"%(channel,suffix),
op.map(mixedCont,lambda c : op.deltaR(c[0].p4,c[1].p4)),
sel,
EquidistantBinning(100,0.,5.),
title="#Delta R %s"%channel,
xTitle= "#Delta R",
plotopts = channelLabel))
return plots
########################## JETS SEPARATE PLOTS #################################
def makeAk4JetsPlots (sel,jet1,jet2,jet3,jet4,channel,suffix,nJet,nbJet,HLL,is_MC=False):
#def makeAk4JetsPlots (sel,bjets,wjets,channel,suffix,nJet,nbJet,HLL,is_MC=False):
#print ("===============>>>Ak4Jet Plots__channel:%s__sel:%s"%(channel,suffix))
plots = []
j1 = jet1
j2 = jet2
j3 = jet3
j4 = jet4
channelLabel = SingleLeptonChannelTitleLabel(channel)
if nbJet == 0:
j1_name = "leadAk4"
j2_name = "subLeadAk4"
j3_name = "thirdAk4"
j4_name = "fourthAk4"
else:
j1_name = "leadAk4B"
j2_name = "leadAk4"if nbJet == 1 else "subLeadAk4B"
j3_name = "subLeadAk4" if nbJet == 1 else "leadAk4"
j4_name = "thirdAk4" if nbJet == 1 else "subLeadAk4"
# leadjet plots #
plots.append(Plot.make1D("%s_%s_pT_%s"%(channel,suffix,j1_name),
j1.pt,
sel,
EquidistantBinning(40,0.,200.),
title='Transverse momentum of the %s'%j1_name,
xTitle="P_{T}(%s) [GeV]"%j1_name,
plotopts = channelLabel))
plots.append(Plot.make1D("%s_%s_btagDeepFlavB_%s"%(channel,suffix,j1_name),
j1.btagDeepFlavB,
sel,
EquidistantBinning(20,0.,1.),
title='btagDeepFlavB of the %s'%j1_name,
xTitle="btagDeepFlavB_%s"%j1_name,
plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_RegCorrPt_%s"%(channel,suffix,j1_name),
# bJetCorrPT(j1),
# sel,
# EquidistantBinning(40,0.,200.),
# title='Corr p_{T} of the %s'%j1_name,
# xTitle="RegCorrP_{T}(%s) [GeV]"%j1_name,
# plotopts = channelLabel))
plots.append(Plot.make1D("%s_%s_eta_%s"%(channel,suffix,j1_name),
j1.eta,
sel,
EquidistantBinning(22,-3.,3.),
title='Pseudorapidity of the %s'%j1_name,
xTitle="#eta(%s)"%j1_name,
plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_phi_%s"%(channel,suffix,j1_name),
# j1.phi,
# sel,
# EquidistantBinning(20,-3.2,3.2),
# title='Azimutal angle of the %s'%j1_name,
# xTitle="#phi(%s)"%j1_name,
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_hadronFlv_%s"%(channel,suffix,j1_name),
# op.abs(j1.hadronFlavour) if is_MC else op.c_int(-1),
# sel,
# EquidistantBinning(23,-1.,22.),
# title='Hadron flavour of the %s'%j1_name,
# xTitle="Hadron flavour (%s) [GeV]"%j1_name,
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_partonFlv_%s"%(channel,suffix,j1_name),
# op.abs(j1.partonFlavour) if is_MC else op.c_int(-1),
# sel,
# EquidistantBinning(23,-1.,22.),
# title='Parton flavour of the %s'%j1_name,
# xTitle="Parton flavour (%s) [GeV]"%j1_name,
# plotopts = channelLabel))
if nJet > 1 :
plots.append(Plot.make1D("%s_%s_btagDeepFlavB_%s"%(channel,suffix,j2_name),
j2.btagDeepFlavB,
sel,
EquidistantBinning(20,0.,1.),
title='btagDeepFlavB of the %s'%j2_name,
xTitle="btagDeepFlavB_%s"%j2_name,
plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_qgDiscr_%s"%(channel,suffix,j2_name),
# j2.qgl,
# sel,
# EquidistantBinning(20,0.,1.),
# title='qgDiscr of the %s'%j2_name,
# xTitle="qgDiscr_%s"%j2_name,
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_Hbb_massReg_%s_%s"%(channel,suffix,j1_name,j2_name),
# (HLL.bJetCorrP4(j1) + HLL.bJetCorrP4(j2)).M(),
# sel,
# EquidistantBinning(50, 0., 500.),
# title="Hbb_massReg_[%s_%s] (channel %s)"%(j1_name,j2_name,channel),
# xTitle= "Hbb_massReg",
# plotopts = channelLabel))
# subleadjet plots #
plots.append(Plot.make1D("%s_%s_pT_%s"%(channel,suffix,j2_name),
j2.pt,
sel,
EquidistantBinning(40,0.,200.),
title='Transverse momentum of the %s'%j2_name,
xTitle="P_{T}(%s) [GeV]"%j2_name,
plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_RegCorrPt_%s"%(channel,suffix,j2_name),
# HLL.bJetCorrP4(j2).Pt(),
# sel,
# EquidistantBinning(40,0.,200.),
# title='RegCorr Transverse momentum of the %s'%j2_name,
# xTitle="RegCorr P_{T}(%s) [GeV]"%j2_name,
# plotopts = channelLabel))
plots.append(Plot.make1D("%s_%s_eta_%s"%(channel,suffix,j2_name),
j2.eta,
sel,
EquidistantBinning(22,-3.,3.),
title='Pseudorapidity of the %s'%j2_name,
xTitle="#eta(%s)"%j2_name,
plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_phi_%s"%(channel,suffix,j2_name),
# j2.phi,
# sel,
# EquidistantBinning(20,-3.2,3.2),
# title='Azimutal angle of the %s'%j2_name,
# xTitle="#phi(%s)"%j2_name,
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_hadronFlv_%s"%(channel,suffix,j2_name),
# op.abs(j2.hadronFlavour) if is_MC else op.c_int(-1),
# sel,
# EquidistantBinning(23,-1.,22.),
# title='Hadron flavour of the %s'%j2_name,
# xTitle="Hadron flavour (%s) [GeV]"%j2_name,
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_partonFlv_%s"%(channel,suffix,j2_name),
# op.abs(j2.partonFlavour) if is_MC else op.c_int(-1),
# sel,
# EquidistantBinning(23,-1.,22.),
# title='Parton flavour of the %s'%j2_name,
# xTitle="Parton flavour (%s) [GeV]"%j2_name,
# plotopts = channelLabel))
# Dijet Pt plot #
plots.append(Plot.make1D("%s_%s_DiJetPT_%s_%s"%(channel,suffix,j1_name,j2_name),
#(j1.p4+j2.p4).Pt(),
(HLL.bJetCorrP4(j1)+HLL.bJetCorrP4(j2)).Pt(),
sel,
EquidistantBinning(80,0.,400.),
title="Transverse momentum of the dijet_[%s_%s] (channel %s)"%(j1_name,j2_name,channel),
xTitle= "DiJetPT [%s_%s]"%(j1_name, j2_name),
plotopts = channelLabel))
# DeltaPhi plot #
#plots.append(Plot.make1D("%s_%s_DeltaPhi_%s_%s"%(channel,suffix,j1_name,j2_name),
# op.abs(op.deltaPhi(j1.p4,j2.p4)),
# sel,
# EquidistantBinning(20,0, 3.2),
# title="Azimutal angle difference of the dijet_[%s_%s] (channel %s)"%(j1_name,j2_name,channel),
# xTitle= "DeltaPhi [%s_%s]"%(j1_name, j2_name),
# plotopts = channelLabel))
# DeltaR plot #
#plots.append(Plot.make1D("%s_%s_DeltaR_%s_%s"%(channel,suffix,j1_name,j2_name),
# op.deltaR(j1.p4,j2.p4),
# sel,
# EquidistantBinning(50,0, 5.0),
# title="DeltaR of the dijet_[%s_%s] (channel %s)"%(j1_name,j2_name,channel),
# xTitle= "DeltaR [%s_%s]"%(j1_name, j2_name),
# plotopts = channelLabel))
# invariant mass plot #
#plots.append(Plot.make1D("%s_%s_InvariantMass_%s_%s"%(channel,suffix,j1_name,j2_name),
# #op.invariant_mass(j1.p4,j2.p4),
# op.invariant_mass(HLL.bJetCorrP4(j1),HLL.bJetCorrP4(j2)),
# sel,
# EquidistantBinning(50, 0., 500.),
# title="Invariant Mass of the dijet_[%s_%s] (channel %s)"%(j1_name,j2_name,channel),
# xTitle= "InvariantMass [%s_%s]"%(j1_name, j2_name),
# plotopts = channelLabel))
if nJet > 2 :
# thirdjet plots #
plots.append(Plot.make1D("%s_%s_pT_%s"%(channel,suffix,j3_name),
j3.pt,
sel,
EquidistantBinning(40,0.,200.),
title='Transverse momentum of the %s'%j3_name,
xTitle="P_{T}(%s) [GeV]"%j3_name,
plotopts = channelLabel))
plots.append(Plot.make1D("%s_%s_eta_%s"%(channel,suffix,j3_name),
j3.eta,
sel,
EquidistantBinning(22,-3.,3.),
title='Pseudorapidity of the %s'%j3_name,
xTitle="#eta(%s)"%j3_name,
plotopts = channelLabel))
plots.append(Plot.make1D("%s_%s_btagDeepFlavB_%s"%(channel,suffix,j3_name),
j3.btagDeepFlavB,
sel,
EquidistantBinning(20,0.,1.),
title='btagDeepFlavB of the %s'%j3_name,
xTitle="btagDeepFlavB_%s"%j3_name,
plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_phi_%s"%(channel,suffix,j3_name),
# j3.phi,
# sel,
# EquidistantBinning(20,-3.2,3.2),
# title='Azimutal angle of the %s'%j3_name,
# xTitle="#phi(%s)"%j3_name,
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_hadronFlv_%s"%(channel,suffix,j3_name),
# op.abs(j3.hadronFlavour) if is_MC else op.c_int(-1),
# sel,
# EquidistantBinning(23,-1.,22.),
# title='Hadron flavour of the %s'%j3_name,
# xTitle="Hadron flavour (%s) [GeV]"%j3_name,
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_partonFlv_%s"%(channel,suffix,j3_name),
# op.abs(j3.partonFlavour) if is_MC else op.c_int(-1),
# sel,
# EquidistantBinning(23,-1.,22.),
# title='Parton flavour of the %s'%j3_name,
# xTitle="Parton flavour (%s) [GeV]"%j3_name,
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_DeltaPhi_%s_%s"%(channel,suffix,j1_name,j3_name),
# op.abs(op.deltaPhi(j1.p4,j3.p4)),
# sel,
# EquidistantBinning(20,0, 3.2),
# title="Azimutal angle difference of the dijet_[%s_%s] (channel %s)"%(j1_name,j3_name,channel),
# xTitle= "DeltaPhi [%s_%s]"%(j1_name, j3_name),
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_DeltaPhi_%s_%s"%(channel,suffix,j2_name,j3_name),
# op.abs(op.deltaPhi(j2.p4,j3.p4)),
# sel,
# EquidistantBinning(20,0, 3.2),
# title="Azimutal angle difference of the dijet_[%s_%s] (channel %s)"%(j2_name,j3_name,channel),
# xTitle= "DeltaPhi [%s_%s]"%(j2_name, j3_name),
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_DeltaR_%s_%s"%(channel,suffix,j1_name,j3_name),
# op.deltaR(j1.p4,j3.p4),
# sel,
# EquidistantBinning(50,0, 5.0),
# title="DeltaR of the dijet_[%s_%s] (channel %s)"%(j1_name,j3_name,channel),
# xTitle= "DeltaR [%s_%s]"%(j1_name, j3_name),
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_DeltaR_%s_%s"%(channel,suffix,j2_name,j3_name),
# op.deltaR(j2.p4,j3.p4),
# sel,
# EquidistantBinning(50,0, 5.0),
# title="DeltaR of the dijet_[%s_%s] (channel %s)"%(j2_name,j3_name,channel),
# xTitle= "DeltaR [%s_%s]"%(j2_name, j3_name),
# plotopts = channelLabel))
'''
# minDR
plots.append(Plot.make1D("%s_%s_minDeltaR_DiJet_3Jets"%(channel,suffix),
HLL.MinDiJetDRLoose(j1,j2,j3),
sel,
EquidistantBinning(50,0, 5.0),
title="MinDeltaR between dijet (channel %s)"%channel,
xTitle= "MinDeltaR [Di-Jet]",
plotopts = channelLabel))
'''
if nJet > 3 :
# fourthjet plots #
#plots.append(Plot.make1D("%s_%s_maxWjetbtagCSV"%(channel,suffix),
# op.max(j3.btagDeepFlavB, j4.btagDeepFlavB),
# sel,
# EquidistantBinning(20, 0, 1.0),
# title=" maxWjetbtagCSV (channel %s)"%channel,
# xTitle= "max-Wjet_btagCSV",
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_RegCorrPt_%s"%(channel,suffix,j4_name),
# bJetCorrPT(j4),
# #j4.pt*j4.bRegCorr,
# sel,
# EquidistantBinning(40,0.,200.),
# title='wjet2_ptReg of the %s'%j4_name,
# xTitle="RegCorrP_{T}(%s) [GeV]"%j4_name,
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_qgDiscr_%s"%(channel,suffix,j4_name),
# j4.qgl,
# sel,
# EquidistantBinning(20,0.,1.),
# title='qgDiscr of the %s'%j4_name,
# xTitle="qgDiscr_%s"%j4_name,
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_pT_%s"%(channel,suffix,j4_name),
# j4.pt,
# sel,
# EquidistantBinning(40,0.,200.),
# title='Transverse momentum of the %s'%j4_name,
# xTitle="P_{T}(%s) [GeV]"%j4_name,
# plotopts = channelLabel))
plots.append(Plot.make1D("%s_%s_eta_%s"%(channel,suffix,j4_name),
j4.eta,
sel,
EquidistantBinning(22,-3.,3.),
title='Pseudorapidity of the %s'%j4_name,
xTitle="#eta(%s)"%j4_name,
plotopts = channelLabel))
plots.append(Plot.make1D("%s_%s_btagDeepFlavB_%s"%(channel,suffix,j4_name),
j4.btagDeepFlavB,
sel,
EquidistantBinning(20,0.,1.),
title='btagDeepFlavB of the %s'%j4_name,
xTitle="btagDeepFlavB_%s"%j4_name,
plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_phi_%s"%(channel,suffix,j4_name),
# j4.phi,
# sel,
# EquidistantBinning(20,-3.2,3.2),
# title='Azimutal angle of the %s'%j4_name,
# xTitle="#phi(%s)"%j4_name,
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_hadronFlv_%s"%(channel,suffix,j4_name),
# op.abs(j4.hadronFlavour) if is_MC else op.c_int(-1),
# sel,
# EquidistantBinning(23,-1.,22.),
# title='Hadron flavour of the %s'%j4_name,
# xTitle="Hadron flavour (%s) [GeV]"%j4_name,
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_partonFlv_%s"%(channel,suffix,j4_name),
# op.abs(j4.partonFlavour) if is_MC else op.c_int(-1),
# sel,
# EquidistantBinning(23,-1.,22.),
# title='Parton flavour of the %s'%j4_name,
# xTitle="Parton flavour (%s) [GeV]"%j4_name,
# plotopts = channelLabel))
# DiJet Pt Plot #
#plots.append(Plot.make1D("%s_%s_DiJetPT_%s_%s"%(channel,suffix,j3_name,j4_name),
# (j3.p4+j4.p4).Pt(),
# sel,
# EquidistantBinning(80,0.,400.),
# title="Transverse momentum of the dijet_[%s_%s] (channel %s)"%(j3_name,j4_name,channel),
# xTitle= "DiJetPT [%s_%s]"%(j3_name, j4_name),
# plotopts = channelLabel))
# DeltaPhi plot #
#plots.append(Plot.make1D("%s_%s_DeltaPhi_%s_%s"%(channel,suffix,j1_name,j4_name),
# op.abs(op.deltaPhi(j1.p4,j4.p4)),
# sel,
# EquidistantBinning(20,0, 3.2),
# title="Azimutal angle difference of the dijet_[%s_%s] (channel %s)"%(j1_name,j4_name,channel),
# xTitle= "DeltaPhi [%s_%s]"%(j1_name, j4_name),
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_DeltaPhi_%s_%s"%(channel,suffix,j3_name,j4_name),
# op.abs(op.deltaPhi(j3.p4,j4.p4)),
# sel,
# EquidistantBinning(20,0, 3.2),
# title="Azimutal angle difference of the dijet_[%s_%s] (channel %s)"%(j3_name,j4_name,channel),
# xTitle= "DeltaPhi [%s_%s]"%(j3_name, j4_name),
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_DeltaPhi_%s_%s"%(channel,suffix,'Hbb','Wjj'),
# op.abs(op.deltaPhi((j1.p4+j2.p4),(j3.p4+j4.p4))),
# sel,
# EquidistantBinning(20,0, 3.2),
# title="Azimutal angle difference_[%s_%s] (channel %s)"%('Hbb','Wjj',channel),
# xTitle= "DeltaPhi [%s_%s]"%('Hbb', 'Wjj'),
# plotopts = channelLabel))
# DeltaR plots #
#plots.append(Plot.make1D("%s_%s_DeltaR_%s_%s"%(channel,suffix,j1_name,j4_name),
# op.deltaR(j1.p4,j4.p4),
# sel,
# EquidistantBinning(50,0, 5.0),
# title="DeltaR of the dijet_[%s_%s] (channel %s)"%(j1_name,j4_name,channel),
# xTitle= "DeltaR [%s_%s]"%(j1_name, j4_name),
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_DeltaR_%s_%s"%(channel,suffix,'Hbb','Wjj'),
# op.deltaR((j1.p4+j2.p4),(j3.p4+j4.p4)),
# sel,
# EquidistantBinning(50,0, 5.0),
# title="DeltaR_[%s_%s] (channel %s)"%('Hbb','Wjj',channel),
# xTitle= "DeltaR [%s_%s]"%('Hbb', 'Wjj'),
# plotopts = channelLabel))
# invariant mass plot #
#plots.append(Plot.make1D("%s_%s_InvariantMass_%s_%s"%(channel,suffix,j3_name,j4_name),
# op.invariant_mass(j3.p4,j4.p4),
# sel,
# EquidistantBinning(50, 0., 500.),
# title="Invariant Mass of the dijet_[%s_%s] (channel %s)"%(j3_name,j4_name,channel),
# xTitle= "InvariantMass [%s_%s]"%(j3_name, j4_name),
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_HadW_mass_%s_%s"%(channel,suffix,j3_name,j4_name),
# HLL.Wjj_simple(j3.p4, j4.p4).M(),
# sel,
# EquidistantBinning(25, 0., 250.),
# title="Invariant Mass of the dijet_[%s_%s] (channel %s)"%(j3_name,j4_name,channel),
# xTitle= "HadW_mass",
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_maxDeltaR_%s_%s"%(channel,suffix,'HadW','bJet'),
# op.max(HLL.dR_HadW_bjet(j1.p4, j3.p4, j4.p4),
# HLL.dR_HadW_bjet(j2.p4, j3.p4, j4.p4)),
# sel,
# EquidistantBinning(50,0, 5.0),
# title="maxDeltaR_[%s_%s] (channel %s)"%('HadW','bJet',channel),
# xTitle= "maxDeltaR [%s_%s]"%('HadW', 'bJet'),
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_DeltaR_%s_%s"%(channel,suffix,j3_name,j4_name),
# op.deltaR(j3.p4,j4.p4),
# sel,
# EquidistantBinning(50,0, 5.0),
# title="DeltaR of the dijet_[%s_%s] (channel %s)"%(j3_name,j4_name,channel),
# xTitle= "DeltaR [%s_%s]"%(j3_name, j4_name),
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_mTop1"%(channel,suffix),
# (HLL.bJetCorrP4(j1) + HLL.Wjj_simple(j3.p4, j4.p4)).M(),
# sel,
# EquidistantBinning(50,0, 500.0),
# title="mTop1 (channel %s)"%channel,
# xTitle= "mTop1",
# plotopts = channelLabel))
#plots.append(Plot.make1D("%s_%s_nBJetMedium"%(channel,suffix),
# op.c_int(nbJet),
# sel,
# EquidistantBinning(10,-0.5, 9.5),
# title="nBJetMedium (channel %s)"%channel,
# xTitle= "nBJetMedium",
# plotopts = channelLabel))
return plots
def makeTwoAk4JetsPlots(sel, leadjet, subleadjet, suffix, channel, lead_is_b=False, sublead_is_b=False,is_MC=False):
"""
Make basic plots
sel = refine selection
leadjet = Depends on scenario
subleadjet = Depends on scenario
suffix = string identifying the selection
channel = string identifying the channel of the dilepton (can be "NoChannel")
lead_is_b = boolean for the titles
sublead_is_b= boolean for the titles
"""
plots = []
channelLabel = DoubleLeptonChannelTitleLabel(channel)
if lead_is_b:
lead_base_name = "%s_%s_leadbjet_{var}"%(channel,suffix)
lead_base_title = "leading bjet"
else:
lead_base_name = "%s_%s_leadjet_{var}"%(channel,suffix)
lead_base_title = "leading jet"
if sublead_is_b:
sublead_base_name = "%s_%s_subleadbjet_{var}"%(channel,suffix)
sublead_base_title = "subleading bjet"
else:
sublead_base_name = "%s_%s_subleadjet_{var}"%(channel,suffix)
sublead_base_title = "subleading jet"
# leadjet plots #
plots.append(Plot.make1D(lead_base_name.format(var="pt"),
leadjet.pt,
sel,
EquidistantBinning(40,0.,200.),
title='Transverse momentum of the %s'%lead_base_title,
xTitle="P_{T}(%s) [GeV]"%lead_base_title,
plotopts = channelLabel))
plots.append(Plot.make1D(lead_base_name.format(var="eta"),
leadjet.eta,
sel,
EquidistantBinning(22,-3.,3.),
title='Pseudorapidity of the %s'%lead_base_title,
xTitle="#eta(%s)"%lead_base_title,
plotopts = channelLabel))
plots.append(Plot.make1D(lead_base_name.format(var="phi"),
leadjet.phi,
sel,
EquidistantBinning(16,-3.2,3.2),
title='Azimutal angle of the %s'%lead_base_title,
xTitle="#phi(%s)"%lead_base_title,
plotopts = channelLabel))
plots.append(Plot.make1D(lead_base_name.format(var="hadronflavour"),
op.abs(leadjet.hadronFlavour) if is_MC else op.c_int(-1),
sel,
EquidistantBinning(23,-1.,22.),
title='Hadron flavour of the %s'%lead_base_title,
xTitle="Hadron flavour (%s) [GeV]"%lead_base_title,
plotopts = channelLabel))
plots.append(Plot.make1D(lead_base_name.format(var="partonflavour"),
op.abs(leadjet.partonFlavour) if is_MC else op.c_int(-1),
sel,
EquidistantBinning(23,-1.,22.),
title='Parton flavour of the %s'%lead_base_title,
xTitle="Parton flavour (%s) [GeV]"%lead_base_title,
plotopts = channelLabel))
# subleadjet plots #
plots.append(Plot.make1D(sublead_base_name.format(var="pt"),
subleadjet.pt,
sel,
EquidistantBinning(40,0.,200.),
title='Transverse momentum of the %s'%sublead_base_title,
xTitle="P_{T}(%s) [GeV]"%sublead_base_title,
plotopts = channelLabel))
plots.append(Plot.make1D(sublead_base_name.format(var="eta"),
subleadjet.eta,
sel,
EquidistantBinning(22,-3.,3.),
title='Pseudorapidity of the %s'%sublead_base_title,
xTitle="#eta(%s)"%sublead_base_title,
plotopts = channelLabel))
plots.append(Plot.make1D(sublead_base_name.format(var="phi"),
subleadjet.phi,
sel,
EquidistantBinning(16,-3.2,3.2),
title='Azimutal angle of the %s'%sublead_base_title,
xTitle="#phi(%s)"%sublead_base_title,
plotopts = channelLabel))
plots.append(Plot.make1D(sublead_base_name.format(var="hadronflavour"),
op.abs(subleadjet.hadronFlavour) if is_MC else op.c_int(-1),
sel,
EquidistantBinning(23,-1.,22.),
title='Hadron flavour of the %s'%sublead_base_title,
xTitle="Hadron flavour (%s) [GeV]"%sublead_base_title,
plotopts = channelLabel))
plots.append(Plot.make1D(sublead_base_name.format(var="partonflavour"),
op.abs(subleadjet.partonFlavour) if is_MC else op.c_int(-1),
sel,
EquidistantBinning(23,-1.,22.),
title='Parton flavour of the %s'%sublead_base_title,
xTitle="Parton flavour (%s) [GeV]"%sublead_base_title,
plotopts = channelLabel))
# Dijet Pt plot #
plots.append(Plot.make1D("%s_%s_dijet_pt"%(channel,suffix),
(leadjet.p4+subleadjet.p4).Pt(),
sel,
EquidistantBinning(80,0.,400.),
title="Transverse momentum of the dijet (channel %s)"%channel,
xTitle= "P_{T}(dijet) [GeV]",
plotopts = channelLabel))
# DeltaPhi plot #
plots.append(Plot.make1D("%s_%s_dijet_deltaPhi"%(channel,suffix),
op.abs(op.deltaPhi(leadjet.p4,subleadjet.p4)),
sel,
EquidistantBinning(32,0.,3.2),
title="Azimutal angle difference of the dijet (channel %s)"%channel,
xTitle= "| #Delta \phi (dijet)|",
plotopts = channelLabel))
# DeltaR plot #
plots.append(Plot.make1D("%s_%s_dijet_deltaR"%(channel,suffix),