def addJetVariables(self, event):
for i, j in enumerate(
event.xcleanJets
): #+event.xcleanJetsJERUp+event.xcleanJetsJERDown:
j.deltaPhi_met = abs(deltaPhi(j.phi(), event.fakemet.phi()))
j.deltaPhi_jet1 = abs(deltaPhi(j.phi(), event.xcleanJets[0].phi()))
j.deltaR_lep1 = deltaR(
event.xcleanLeptons[0].eta(), event.xcleanLeptons[0].phi(),
j.eta(), j.phi()) if hasattr(event, "xcleanLeptons") and len(
event.xcleanLeptons) > 0 else 9.
if j.deltaPhi_met < event.minDeltaPhi:
event.minDeltaPhi = j.deltaPhi_met
self.addJECUnc(event, j)
for i, j in enumerate(event.xcleanJetsNoAK8):
if j.deltaPhi_met < event.minDeltaPhiNoAK8:
event.minDeltaPhiNoAK8 = j.deltaPhi_met
if j.deltaR_lep1 < event.minDeltaR: event.minDeltaR = j.deltaR_lep1
for i, j in enumerate(
event.xcleanJetsAK8
): #+event.xcleanJetsAK8JERUp+event.xcleanJetsAK8JERDown):
j.deltaPhi_met = abs(deltaPhi(j.phi(), event.fakemet.phi()))
j.deltaPhi_jet1 = abs(
deltaPhi(j.phi(), event.xcleanJetsAK8[0].phi()))
j.dR_subjets = -1.
if len(j.subjets('SoftDrop')) >= 2:
j.dR_subjets = deltaR(
j.subjets('SoftDrop')[0].eta(),
j.subjets('SoftDrop')[0].phi(),
j.subjets('SoftDrop')[1].eta(),
j.subjets('SoftDrop')[1].phi())
self.addCorrectedJetMass(event, j)
self.addJECUnc(event, j)
def selectZ(self, event):
event.isZtoEE = False
event.isZtoMM = False
if hasattr(event, "muon1") and hasattr(event, "muon2"):
event.isZtoMM = True
event.Leptons.append(event.muon1)
event.Leptons.append(event.muon2)
elif hasattr(event, "electron1") and hasattr(event, "electron2"):
event.isZtoEE = True
event.Leptons.append(event.electron1)
event.Leptons.append(event.electron2)
else:
return False
theZ = event.Leptons[0].p4() + event.Leptons[1].p4()
if theZ.mass() < self.cfg_ana.mass_low or theZ.mass(
) > self.cfg_ana.mass_high:
return False
theZ.charge = event.Leptons[0].charge() + event.Leptons[1].charge()
theZ.deltaR = deltaR(event.Leptons[0].eta(), event.Leptons[0].phi(),
event.Leptons[1].eta(), event.Leptons[1].phi())
theZ.deltaEta = abs(event.Leptons[0].eta() - event.Leptons[1].eta())
theZ.deltaPhi = deltaPhi(event.Leptons[0].phi(),
event.Leptons[1].phi())
theZ.deltaPhi_met = deltaPhi(theZ.phi(), event.met.phi())
theZ.deltaPhi_jet1 = deltaPhi(theZ.phi(), event.Jets[0].phi())
event.Z = theZ
return True
def selectZ(self, event):
event.isZtoEE = False
event.isZtoMM = False
if hasattr(event, "muon1") and hasattr(event, "muon2"):
event.isZtoMM = True
event.Leptons.append(event.muon1)
event.Leptons.append(event.muon2)
elif hasattr(event, "electron1") and hasattr(event, "electron2"):
event.isZtoEE = True
event.Leptons.append(event.electron1)
event.Leptons.append(event.electron2)
else:
return False
theZ = event.Leptons[0].p4() + event.Leptons[1].p4()
if theZ.mass() < self.cfg_ana.mass_low or theZ.mass() > self.cfg_ana.mass_high:
return False
theZ.charge = event.Leptons[0].charge() + event.Leptons[1].charge()
theZ.deltaR = deltaR(event.Leptons[0].eta(), event.Leptons[0].phi(), event.Leptons[1].eta(), event.Leptons[1].phi())
theZ.deltaEta = abs(event.Leptons[0].eta() - event.Leptons[1].eta())
theZ.deltaPhi = deltaPhi(event.Leptons[0].phi(), event.Leptons[1].phi())
theZ.deltaPhi_met = deltaPhi(theZ.phi(), event.met.phi())
theZ.deltaPhi_jet1 = deltaPhi(theZ.phi(), event.Jets[0].phi())
event.Z = theZ
return True
def selectFatJet(self, event):
if not len(event.cleanJetsAK8) >= 1:
return False
if not event.cleanJetsAK8[0].pt() > self.cfg_ana.fatjet_pt:
return False
# FatJet selections
if not event.cleanJetsAK8[0].nSubJetTags >= 2:
return False
if not event.cleanJetsAK8[0].userFloat(self.cfg_ana.fatjet_mass_algo) > self.cfg_ana.fatjet_mass:
return False
if not hasattr(event.cleanJetsAK8[0], "tau21") or not event.cleanJetsAK8[0].tau21 > self.cfg_ana.fatjet_tau21:
return False
# Add subjets to the event
event.SubJets = event.cleanJetsAK8[0].subjets('SoftDrop')
# Higgs candidate
theV = event.cleanJetsAK8[0].p4()
theV.charge = event.cleanJetsAK8[0].charge()
theV.deltaR = deltaR(event.SubJets[0].eta(), event.SubJets[0].phi(), event.SubJets[1].eta(), event.SubJets[1].phi())
theV.deltaEta = abs(event.SubJets[0].eta() - event.SubJets[1].eta())
theV.deltaPhi = deltaPhi(event.SubJets[0].phi(), event.SubJets[1].phi())
theV.deltaPhi_met = deltaPhi(theV.phi(), event.met.phi())
theV.deltaPhi_jet1 = deltaPhi(theV.phi(), event.cleanJetsAK8[0].phi())
event.V = theV
return True
def fillDiLepton(self, tree, diLepton):
self.fill(tree, 'visMass', diLepton.mass())
self.fill(tree, 'svfitMass', diLepton.svfitMass())
self.fill(tree, 'pZetaMET', diLepton.pZetaMET())
self.fill(tree, 'pZetaVis', diLepton.pZetaVis())
self.fill(tree, 'pZetaDisc', diLepton.pZetaDisc())
self.fill(tree, 'mt', diLepton.mTLeg2())
self.fill(tree, 'mtleg2', diLepton.mTLeg2()
) # RIC: handy for tt, redundant but non destructive
self.fill(tree, 'mtleg1', diLepton.mTLeg1())
# RIC: can't find cov matrix... will look it up later
#self.fill(tree, 'metcov00', diLepton.metSig().significance()(0,0))
#self.fill(tree, 'metcov01', diLepton.metSig().significance()(0,1))
#self.fill(tree, 'metcov10', diLepton.metSig().significance()(1,0))
#self.fill(tree, 'metcov11', diLepton.metSig().significance()(1,1))
self.fill(tree, 'metphi', diLepton.met().phi())
self.fill(tree, 'mex', diLepton.met().px())
self.fill(tree, 'mey', diLepton.met().py())
self.fill(tree, 'met', diLepton.met().pt())
pthiggs = (diLepton.leg1().p4() + diLepton.leg2().p4() +
diLepton.met().p4()).pt()
self.fill(tree, 'pthiggs', pthiggs)
l1eta = diLepton.leg1().eta()
l2eta = diLepton.leg2().eta()
l1phi = diLepton.leg1().phi()
l2phi = diLepton.leg2().phi()
metphi = diLepton.met().phi()
self.fill(tree, 'deltaPhiL1L2', deltaPhi(l1phi, l2phi))
self.fill(tree, 'deltaEtaL1L2', abs(l1eta - l2eta))
self.fill(tree, 'deltaRL1L2', deltaR(l1eta, l1phi, l2eta, l2phi))
self.fill(tree, 'deltaPhiL1MET', deltaPhi(l1phi, metphi))
self.fill(tree, 'deltaPhiL2MET', deltaPhi(l2phi, metphi))
def process(self, event):
self.readCollections( event.input )
pf = map( PhysicsObject, self.handles['pf'].product() )
leptons = getattr(event,self.leptonTag)
self.IsolationComputer.setPackedCandidates(self.handles['pf'].product())
#first trim the photons that are only near leptons
direct=[]
forIso=[]
for p in pf:
if p.pdgId() != 22 or not( p.pt() > 2.0 and abs(p.eta()) < 2.4 ):
continue
scVetoed = False
for l in leptons:
if abs(l.pdgId())==11 and self.electronID(l):
#print "Testing photon pt %5.1f eta %+7.4f phi %+7.4f vs ele pt %.1f eta %+7.4f phi %+7.4f sc eta %+7.4f phi %+7.4f" % ( p.pt(), p.eta(), p.phi(), l.pt(), l.eta(), l.phi(), l.superCluster().eta(), l.superCluster().phi() )
#print "Testing deta %+7.4f dphi %+7.4f sc deta %+7.4f dphi %+7.4f" % ( abs(p.eta()-l.eta()), deltaPhi(p.phi(),l.phi()), abs(p.eta()-l.superCluster().eta()), deltaPhi(p.phi(),l.superCluster().phi()))
if self.cfg_ana.electronVeto == "superclusterEta":
if (abs(p.eta()-l.superCluster().eta())<0.05 and abs(deltaPhi(p.phi(),l.superCluster().phi()))<2) or deltaR(p.eta(),p.phi(),l.superCluster().eta(),l.superCluster().phi())<0.15:
scVetoed = True; break
elif self.cfg_ana.electronVeto == "electronEta":
if (abs(p.eta()-l.eta())<0.05 and abs(deltaPhi(p.phi(),l.phi()))<2) or deltaR(p.eta(),p.phi(),l.eta(),l.phi())<0.15:
scVetoed = True; break
else:
raise RuntimeError, "electronVeto option %r not implemented" % self.cfg_ana.electronVeto
if scVetoed: continue
okNoIso = False; okIfIso = False
for l in leptons:
DR =deltaR(l.eta(),l.phi(),p.eta(),p.phi())
if DR<0.07 and p.pt()>2.0:
direct.append(p)
okNoIso = True
break;
elif DR<0.5 and p.pt()>4.0:
okIfIso = True
if okIfIso and not okNoIso:
forIso.append(p)
isolatedPhotons=[]
for g in forIso:
g.absIsoCH = self.IsolationComputer.chargedAbsIso(g.physObj,0.3,0.0001,0.2)
g.absIsoPU = self.IsolationComputer.puAbsIso(g.physObj,0.3,0.0001,0.2)
g.absIsoNH = self.IsolationComputer.neutralHadAbsIsoRaw(g.physObj,0.3,0.01,0.5)
g.absIsoPH = self.IsolationComputer.photonAbsIsoRaw(g.physObj,0.3,0.01,0.5)
g.relIso = (g.absIsoCH+g.absIsoPU+g.absIsoNH+g.absIsoPH)/g.pt()
if g.relIso<1.0:
isolatedPhotons.append(g)
event.fsrPhotons = isolatedPhotons+direct
# save all, for debugging
event.fsrPhotonsNoIso = forIso + direct
for fsr in event.fsrPhotonsNoIso:
closest = min(leptons, key = lambda l : deltaR(fsr.eta(),fsr.phi(),l.eta(),l.phi()))
fsr.globalClosestLepton = closest
return True
def calculateSUSYVars(self, event):
met = ROOT.pat.MET(self.handles['met'].product()[0])
mva_met = event.diLepton.met()
event.minDphiMETJets = min(
deltaPhi(met.phi(), jet.phi())
for jet in event.cleanJets30) if event.cleanJets30 else -999.
event.minDphiMVAMETJets = min(
deltaPhi(mva_met.phi(), jet.phi())
for jet in event.cleanJets30) if event.cleanJets30 else -999.
def selectFatJet(self, event):
if not len(event.cleanFatJets) >= 1:
return False
if not event.cleanFatJets[0].pt() > self.cfg_ana.fatjet_pt:
return False
# Add n-subjettiness
for i, j in enumerate(event.cleanFatJets):
j.tau21 = j.userFloat("NjettinessAK8:tau2")/j.userFloat("NjettinessAK8:tau1")
#########
# FIXME dirty hack: count the number of ak4 b-tagged jet close instead
# Count number of b-tagged subjets
nSubJetTags = 0
for f in event.cleanFatJets:
subJets = []
for j in event.cleanJets:
if deltaR(f.eta(), f.phi(), j.eta(), j.phi())<0.8:
subJets.append(j)
subJets.sort(key = lambda x : x.btag('combinedInclusiveSecondaryVertexV2BJetTags'), reverse = True)
f.nSubJets = len(subJets)
if len(subJets) >= 1:
f.subJet1 = subJets[0]
if len(subJets) >= 2:
f.subJet2 = subJets[1]
#########
# FatJet selections
if not event.cleanFatJets[0].nSubJets >= 1 or not event.cleanFatJets[0].subJet1.btag('combinedInclusiveSecondaryVertexV2BJetTags') > self.cfg_ana.fatjet_tag1:
return False
# if not event.cleanFatJets[0].nSubJets >= 2 or not event.cleanFatJets[0].subJet2.btag('combinedInclusiveSecondaryVertexV2BJetTags') > self.cfg_ana.fatjet_tag2:
# return False
if not event.cleanFatJets[0].userFloat("ak8PFJetsCHSPrunedLinks") > self.cfg_ana.fatjet_mass:
return False
if not hasattr(event.cleanFatJets[0], "tau21") or not event.cleanFatJets[0].tau21 > self.cfg_ana.fatjet_tau21:
return False
# Higgs candidate
#prunedJet = copy.deepcopy(event.cleanFatJets[0]) # Copy fatJet...
#prunedJet.setMass(prunedJet.userFloat("ak8PFJetsCHSPrunedLinks")) # ... and set the mass to the pruned mass
theH = event.cleanFatJets[0].p4()
theH.charge = event.cleanFatJets[0].charge()
theH.deltaR = deltaR(event.cleanFatJets[0].subJet1.eta(), event.cleanFatJets[0].subJet1.phi(), event.cleanFatJets[0].subJet2.eta(), event.cleanFatJets[0].subJet2.phi()) if hasattr(event.cleanFatJets[0], "subJet2") else -1.
theH.deltaEta = abs(event.cleanFatJets[0].subJet1.eta() - event.cleanFatJets[0].subJet2.eta()) if hasattr(event.cleanFatJets[0], "subJet2") else -9.
theH.deltaPhi = deltaPhi(event.cleanFatJets[0].subJet1.phi(), event.cleanFatJets[0].subJet2.phi()) if hasattr(event.cleanFatJets[0], "subJet2") else -9.
theH.deltaPhi_met = deltaPhi(theH.phi(), event.met.phi())
theH.deltaPhi_jet1 = deltaPhi(theH.phi(), event.cleanFatJets[0].phi())
event.H = theH
return True
def selectFatJet(self, event):
if not len(event.cleanFatJets) >= 1:
return False
if not event.cleanFatJets[0].pt() > self.cfg_ana.fatjet_pt:
return False
# Add n-subjettiness
for i, j in enumerate(event.cleanFatJets):
j.tau21 = j.userFloat("NjettinessAK8:tau2")/j.userFloat("NjettinessAK8:tau1")
#########
# FIXME dirty hack: count the number of ak4 b-tagged jet close instead
# Count number of b-tagged subjets
nSubJetTags = 0
for f in event.cleanFatJets:
subJets = []
for j in event.cleanJets:
if deltaR(f.eta(), f.phi(), j.eta(), j.phi())<0.8:
subJets.append(j)
subJets.sort(key = lambda x : x.btag('combinedInclusiveSecondaryVertexV2BJetTags'), reverse = True)
f.nSubJets = len(subJets)
if len(subJets) >= 1:
f.subJet1 = subJets[0]
if len(subJets) >= 2:
f.subJet2 = subJets[1]
#########
# FatJet selections
if not event.cleanFatJets[0].nSubJets >= 1 or not event.cleanFatJets[0].subJet1.btag('combinedInclusiveSecondaryVertexV2BJetTags') > self.cfg_ana.fatjet_tag1:
return False
# if not event.cleanFatJets[0].nSubJets >= 2 or not event.cleanFatJets[0].subJet2.btag('combinedInclusiveSecondaryVertexV2BJetTags') > self.cfg_ana.fatjet_tag2:
# return False
if not event.cleanFatJets[0].userFloat("ak8PFJetsCHSPrunedLinks") > self.cfg_ana.fatjet_mass:
return False
if not hasattr(event.cleanFatJets[0], "tau21") or not event.cleanFatJets[0].tau21 > self.cfg_ana.fatjet_tau21:
return False
# Higgs candidate
prunedJet = copy.deepcopy(event.cleanFatJets[0]) # Copy fatJet...
prunedJet.setMass(prunedJet.userFloat("ak8PFJetsCHSPrunedLinks")) # ... and set the mass to the pruned mass
theH = prunedJet.p4()
theH.charge = event.cleanFatJets[0].charge()
theH.deltaR = deltaR(event.cleanFatJets[0].subJet1.eta(), event.cleanFatJets[0].subJet1.phi(), event.cleanFatJets[0].subJet2.eta(), event.cleanFatJets[0].subJet2.phi()) if hasattr(event.cleanFatJets[0], "subJet2") else -1.
theH.deltaEta = abs(event.cleanFatJets[0].subJet1.eta() - event.cleanFatJets[0].subJet2.eta()) if hasattr(event.cleanFatJets[0], "subJet2") else -9.
theH.deltaPhi = deltaPhi(event.cleanFatJets[0].subJet1.phi(), event.cleanFatJets[0].subJet2.phi()) if hasattr(event.cleanFatJets[0], "subJet2") else -9.
theH.deltaPhi_met = deltaPhi(theH.phi(), event.met.phi())
theH.deltaPhi_jet1 = deltaPhi(theH.phi(), event.cleanFatJets[0].phi())
event.H = theH
return True
def selectW(self, event):
if not hasattr(event, "muon1"):
return False
theW = event.selectedMuons[0].p4() + event.met.p4()
theW.deltaPhi_met = deltaPhi(event.selectedMuons[0].phi(), event.met.phi())
theW.mT = math.sqrt( 2.*event.selectedMuons[0].et()*event.met.pt()*(1.-math.cos(theW.deltaPhi_met)) )
if theW.mT < self.cfg_ana.mt_low or theW.mT > self.cfg_ana.mt_high:
return False
theW.charge = event.selectedMuons[0].charge()
theW.deltaEta = abs(event.selectedMuons[0].eta())
theW.deltaPhi = deltaPhi(event.selectedMuons[0].phi(), event.met.phi())
theW.deltaR = deltaR(event.selectedMuons[0].eta(), event.selectedMuons[0].phi(), 0, event.met.phi())
event.W = theW
return True
def selectW(self, event):
if not hasattr(event, "muon1"):
return False
theW = event.selectedMuons[0].p4() + event.met.p4()
theW.deltaPhi_met = deltaPhi(event.selectedMuons[0].phi(), event.met.phi())
theW.mT = math.sqrt( 2.*event.selectedMuons[0].et()*event.met.pt()*(1.-math.cos(theW.deltaPhi_met)) )
if theW.mT < self.cfg_ana.mt_low or theW.mT > self.cfg_ana.mt_high:
return False
theW.charge = event.selectedMuons[0].charge()
theW.deltaEta = abs(event.selectedMuons[0].eta())
theW.deltaPhi = deltaPhi(event.selectedMuons[0].phi(), event.met.phi())
theW.deltaR = deltaR(event.selectedMuons[0].eta(), event.selectedMuons[0].phi(), 0, event.met.phi())
event.W = theW
return True
def __init__(self, jets, diLepton, vbfMvaCalc, cjvPtCut):
'''jets: jets cleaned from the diLepton legs.
diLepton: the di-tau, for example. Necessary to compute input variables for MVA selection
'''
self.cjvPtCut = cjvPtCut
self.vbfMvaCalc = vbfMvaCalc
self.jets = jets
# the MET is taken from the di-lepton, because it can depend on it
# e.g. recoil corrections, mva met
self.met = diLepton.met()
self.leadJets = jets[:2] # taking first 2 jets (leading ones)
self.otherJets = jets[2:]
self.centralJets = self.findCentralJets( self.leadJets, self.otherJets )
# delta eta
self.deta = self.leadJets[0].eta() - self.leadJets[1].eta()
# below, the variables for the MVA selection
# delta phi
self.dphi = deltaPhi(self.leadJets[0].phi(), self.leadJets[1].phi())
dijetp4 = self.leadJets[0].p4() + self.leadJets[1].p4()
# mass of the di-jet system
self.mjj = dijetp4.M()
# pt of di-jet system
self.dijetpt = dijetp4.pt()
# phi of di-jet system
self.dijetphi = dijetp4.phi()
# higgs momentum (defined as the di-lepton momentum + the met momentum)
# don't access longitudinal quantities!
self.higgsp4 = diLepton.p4() + self.met.p4()
# delta phi between dijet system and higgs system
self.dphidijethiggs = deltaPhi( self.dijetphi, self.higgsp4.phi() )
# ?
visDiLepton = diLepton.leg1 ().p4 () + diLepton.leg2 ().p4 ()
self.visjeteta = min (
abs (self.leadJets[0].eta () - visDiLepton.eta ()),
abs (self.leadJets[1].eta () - visDiLepton.eta ()))
# visible higgs pt = di-lepton pt
self.ptvis = visDiLepton.pt()
## self.ptvis = diLepton.pt()
# new VBF MVA, based on 4 variables
if self.vbfMvaCalc is not None:
self.mva = self.vbfMvaCalc.val( self.mjj,
abs(self.deta),
self.visjeteta,
self.ptvis )
else:
self.mva = -99.
def __init__(self, jets, diLepton, vbfMvaCalc, cjvPtCut):
'''jets: jets cleaned from the diLepton legs.
diLepton: the di-tau, for example. Necessary to compute input variables for MVA selection
'''
self.cjvPtCut = cjvPtCut
self.vbfMvaCalc = vbfMvaCalc
self.jets = jets
# the MET is taken from the di-lepton, because it can depend on it
# e.g. recoil corrections, mva met
self.met = diLepton.met()
self.leadJets = jets[:2] # taking first 2 jets (leading ones)
self.otherJets = jets[2:]
self.centralJets = self.findCentralJets( self.leadJets, self.otherJets )
# delta eta
self.deta = self.leadJets[0].eta() - self.leadJets[1].eta()
# below, the variables for the MVA selection
# delta phi
self.dphi = deltaPhi(self.leadJets[0].phi(), self.leadJets[1].phi())
dijetp4 = self.leadJets[0].p4() + self.leadJets[1].p4()
# mass of the di-jet system
self.mjj = dijetp4.M()
# pt of di-jet system
self.dijetpt = dijetp4.pt()
# phi of di-jet system
self.dijetphi = dijetp4.phi()
# higgs momentum (defined as the di-lepton momentum + the met momentum)
# don't access longitudinal quantities!
self.higgsp4 = diLepton.p4() + self.met.p4()
# delta phi between dijet system and higgs system
self.dphidijethiggs = deltaPhi( self.dijetphi, self.higgsp4.phi() )
# ?
visDiLepton = diLepton.leg1 ().p4 () + diLepton.leg2 ().p4 ()
self.visjeteta = min (
abs (self.leadJets[0].eta () - visDiLepton.eta ()),
abs (self.leadJets[1].eta () - visDiLepton.eta ()))
# visible higgs pt = di-lepton pt
self.ptvis = visDiLepton.pt()
## self.ptvis = diLepton.pt()
# new VBF MVA, based on 4 variables
if self.vbfMvaCalc is not None:
self.mva = self.vbfMvaCalc.val( self.mjj,
abs(self.deta),
self.visjeteta,
self.ptvis )
else:
self.mva = -99.
def process(self, event):
self.readCollections(event.input)
self.counters.counter('events').inc('all events')
if len(event.cleanJets) >= 0:
self.counters.counter('events').inc('one jet')
event.lightJets = [
j for j in event.cleanJets if not j.btagWP("CSVv2IVFL")
]
event.lightJets.sort(key=lambda j: j.pt(), reverse=True)
event.ISRJet = event.lightJets[0] if len(event.lightJets) else None
event.iBs = [i for (i, j) in enumerate(event.cleanJets)]
event.iBs.sort(key=lambda i: event.cleanJets[i].btag(
'pfCombinedInclusiveSecondaryVertexV2BJetTags'),
reverse=True)
def mT(b, m):
return sqrt(2 * b.pt() * m.pt() * (1 - cos(b.phi() - m.phi())))
event.mtB1 = mT(event.cleanJets[event.iBs[0]],
event.met) if len(event.iBs) >= 1 else -99.0
event.mtB2 = mT(event.cleanJets[event.iBs[1]],
event.met) if len(event.iBs) >= 2 else -99.0
for i in xrange(6):
setattr(
event, 'dphiJet%dMet' % (i + 1),
abs(deltaPhi(event.cleanJets[i].phi(), event.met.phi()))
if len(event.cleanJets) > i else -99)
self.counters.counter('events').inc('accepted events')
return True
def searchISRforVH(self,event):
p4VH=event.HCSV+event.V
if p4VH.pt() > 30 :
phi=pi+p4VH.phi()
matchedJets=[x for x in event.cleanJetsAll if abs(deltaPhi(phi,x.phi())) < 0.4 and x.puJetId() > 0 and x.jetID('POG_PFID_Loose') and x not in event.hJetsCSV and x not in event.hJetsaddJetsdR08]
if len(matchedJets) > 0 :
event.isrJetVH=event.cleanJetsAll.index(sorted(matchedJets, key=lambda x:x.pt(),reverse=True)[0])
def computeQGvars(self, jet):
jet.mult = 0
sum_weight = 0.
sum_pt = 0.
sum_deta = 0.
sum_dphi = 0.
sum_deta2 = 0.
sum_detadphi = 0.
sum_dphi2 = 0.
for ii in range(0, jet.numberOfDaughters()):
part = jet.daughter(ii)
if part.charge() == 0: # neutral particles
if part.pt() < 1.: continue
else: # charged particles
if part.trackHighPurity() == False: continue
if part.fromPV() <= 1: continue
jet.mult += 1
deta = part.eta() - jet.eta()
dphi = deltaPhi(part.phi(), jet.phi())
partPt = part.pt()
weight = partPt * partPt
sum_weight += weight
sum_pt += partPt
sum_deta += deta * weight
sum_dphi += dphi * weight
sum_deta2 += deta * deta * weight
sum_detadphi += deta * dphi * weight
sum_dphi2 += dphi * dphi * weight
a = 0.
b = 0.
c = 0.
if sum_weight > 0:
jet.ptd = math.sqrt(sum_weight) / sum_pt
ave_deta = sum_deta / sum_weight
ave_dphi = sum_dphi / sum_weight
ave_deta2 = sum_deta2 / sum_weight
ave_dphi2 = sum_dphi2 / sum_weight
a = ave_deta2 - ave_deta * ave_deta
b = ave_dphi2 - ave_dphi * ave_dphi
c = -(sum_detadphi / sum_weight - ave_deta * ave_dphi)
else:
jet.ptd = 0.
delta = math.sqrt(math.fabs((a - b) * (a - b) + 4. * c * c))
if a + b - delta > 0:
jet.axis2 = -math.log(math.sqrt(0.5 * (a + b - delta)))
else:
jet.axis2 = -1.
def process(self, event):
self.Sync.GetXaxis().SetBinLabel(1, "All events")
self.Sync.Fill(0)
if len(event.cleanJets) >= 1 and event.cleanJets[0].pt()>110. and event.cleanJets[0].chargedHadronEnergyFraction()>0.2 and event.cleanJets[0].neutralHadronEnergyFraction()<0.7 and event.cleanJets[0].neutralEmEnergyFraction()<0.7:
self.Sync.GetXaxis().SetBinLabel(2, "Jet pT > 110")
self.Sync.Fill(1)
# print
print "* %5d * %5d * %5d * %10.3f * %10.3f * %10.3f * %10.3f * %10.3f * %10.3f * %10.3f * %5d * %5d * %5d * %5d *" % ( event.input.eventAuxiliary().id().run(), event.input.eventAuxiliary().id().luminosityBlock(), event.input.eventAuxiliary().id().event(), event.cleanJets[0].pt(), event.cleanJets[0].eta(), event.cleanJets[0].phi(), event.cleanJets[1].pt() if len(event.cleanJets)>1 else 0., event.cleanJets[1].eta() if len(event.cleanJets)>1 else 0., event.cleanJets[1].phi() if len(event.cleanJets)>1 else 0., event.met.pt(), len(event.cleanJets), len(event.inclusiveLeptons), len(event.selectedTaus), len(event.selectedPhotons))
if event.input.eventAuxiliary().id().event()==458: print "@@@@@@@@@@@@@@@@@@", abs(deltaPhi(event.cleanJets[0].phi(), event.cleanJets[1].phi())), event.cleanJets[1].neutralHadronEnergyFraction(), event.cleanJets[1].neutralEmEnergyFraction()
if len(event.cleanJets) < 2 or ( abs(deltaPhi(event.cleanJets[0].phi(), event.cleanJets[1].phi())) < 2.5 and event.cleanJets[1].neutralHadronEnergyFraction()<0.7 and event.cleanJets[1].neutralEmEnergyFraction()<0.9 ):
self.Sync.GetXaxis().SetBinLabel(3, "dPhi(j1,j2)<2.5")
self.Sync.Fill(2)
if event.met.pt()>200.:
self.Sync.GetXaxis().SetBinLabel(4, "MET > 200")
self.Sync.Fill(3)
if len(event.cleanJets)<3:
self.Sync.GetXaxis().SetBinLabel(5, "Jets < 3")
self.Sync.Fill(4)
if len(event.inclusiveLeptons) == 0:
self.Sync.GetXaxis().SetBinLabel(6, "Lepton veto")
self.Sync.Fill(5)
if len(event.selectedTaus) == 0:
self.Sync.GetXaxis().SetBinLabel(7, "Tau veto")
self.Sync.Fill(6)
if len(event.selectedPhotons) == 0:
self.Sync.GetXaxis().SetBinLabel(8, "Photon veto")
self.Sync.Fill(7)
return True
def makeZllObjects(self, event):
import ROOT
vetoLeptons = [
l for l in event.selectedLeptons
if l.pt() > 10 and abs(l.eta()) < 2.5
]
# MET + zll
event.zll_ht = -999.
event.zll_deltaPhiMin = -999.
event.zll_met_pt = -999.
event.zll_met_phi = -999.
event.zll_diffMetMht = -999.
event.zll_mhtJet40j = -999.
event.zll_mhtPhiJet40j = -999.
event.zll_p4 = ROOT.reco.Particle.LorentzVector(0, 0, 0, 0)
if len(vetoLeptons) == 2:
event.zll_met = ROOT.reco.Particle.LorentzVector(
event.met.px(), event.met.py(), 0, 0)
for l in vetoLeptons:
event.zll_met = ROOT.reco.Particle.LorentzVector(
event.zll_met.px() + l.px(),
event.zll_met.py() + l.py(), 0, 0)
event.zll_met_pt = event.zll_met.pt()
event.zll_met_phi = event.zll_met.phi()
# defining mht as hadronic mht
event.zll_mhtJet40j = event.mhtJet40j
event.zll_mhtPhiJet40j = event.mhtPhiJet40j
# look for minimal deltaPhi between MET and four leading jets with pt>40 and |eta|<2.4
event.zll_deltaPhiMin = 999.
objects40jc = [
j for j in event.cleanJets
if j.pt() > 40 and abs(j.eta()) < 2.5
]
objects40ja = [j for j in event.cleanJets if j.pt() > 40]
event.zll_ht = sum([x.pt() for x in objects40jc])
for n, j in enumerate(objects40ja):
if n > 3: break
thisDeltaPhi = abs(deltaPhi(j.phi(), event.zll_met.phi()))
if thisDeltaPhi < event.zll_deltaPhiMin:
event.zll_deltaPhiMin = thisDeltaPhi
# absolute value of the vectorial difference between met and mht
zll_diffMetMht_vec = ROOT.reco.Particle.LorentzVector(
event.mhtJet40jvec.px() - event.zll_met.px(),
event.mhtJet40jvec.py() - event.zll_met.py(), 0, 0)
event.zll_diffMetMht = sqrt(
zll_diffMetMht_vec.px() * zll_diffMetMht_vec.px() +
zll_diffMetMht_vec.py() * zll_diffMetMht_vec.py())
# di-lepton invariant mass
for l in vetoLeptons:
event.zll_p4 += l.p4()
def process(self, event):
self.readCollections(event.input)
self.counters.counter('events').inc('all events')
if self.eMu in ("require", "veto"):
has = True
if len(event.selectedLeptons) < 2: has = False
lep1, lep2 = event.selectedLeptons[:2]
if abs(lep1.pdgId() + lep2.pdgId()) != 2: has = False
if lep1.pt() < 25 or lep2.pt() < 20: has = False
if self.eMu == "require" and not has: return False
elif self.eMu == "veto" and has: return False
if self.llNoZ in ("require", "veto"):
has = True
if len(event.selectedLeptons) < 2: has = False
lep1, lep2 = event.selectedLeptons[:2]
if lep1.pdgId() + lep2.pdgId() != 0: has = False
if lep1.pt() < 25 or lep2.pt() < 20: has = False
if abs((lep1.p4() + lep2.p4()).M() - 91.2) < 15: has = False
if self.llNoZ == "require" and not has: return False
elif self.llNoZ == "veto" and has: return False
if self.bJet == "require":
if len(event.cleanJets) < 1: return False
if not sum((j.pt() > 30 and j.btagWP("CSVv2IVFM"))
for j in event.cleanJets):
return False
if len(event.cleanJets) >= 0:
self.counters.counter('events').inc('one jet')
event.lightJets = [
j for j in event.cleanJets if not j.btagWP("CSVv2IVFL")
]
event.lightJets.sort(key=lambda j: j.pt(), reverse=True)
event.ISRJet = event.lightJets[0] if len(event.lightJets) else None
event.iBs = [i for (i, j) in enumerate(event.cleanJets)]
event.iBs.sort(key=lambda i: event.cleanJets[i].btag(
'pfCombinedInclusiveSecondaryVertexV2BJetTags'),
reverse=True)
def mT(b, m):
return sqrt(2 * b.pt() * m.pt() * (1 - cos(b.phi() - m.phi())))
event.mtB1 = mT(event.cleanJets[event.iBs[0]],
event.met) if len(event.iBs) >= 1 else -99.0
event.mtB2 = mT(event.cleanJets[event.iBs[1]],
event.met) if len(event.iBs) >= 2 else -99.0
for i in xrange(6):
setattr(
event, 'dphiJet%dMet' % (i + 1),
abs(deltaPhi(event.cleanJets[i].phi(), event.met.phi()))
if len(event.cleanJets) > i else -99)
self.counters.counter('events').inc('accepted events')
return True
def addLeptonVariables(self, event):
v = event.goodVertices[0].position()
for i, l in enumerate(event.inclusiveLeptons):
l.isHEEP = self.isHEEP(l, v)
l.isCustomTracker = self.isCustomTracker(l, v)
l.deltaPhi_met = abs(deltaPhi(l.phi(), event.met.phi()))
l.dxyPV = l.gsfTrack().dxy(
v) if l.isElectron() else l.bestTrack().dxy(v)
l.dzPV = l.gsfTrack().dz(
v) if l.isElectron() else l.bestTrack().dz(v)
l.trkIso = l.trackIso() / l.pt() if l.isMuon() else -1.
def createW(self, event, lepton):
theW = lepton.p4() + event.met.p4()
theW.charge = lepton.charge()
theW.deltaR = deltaR(lepton.eta(), lepton.phi(), 0, event.met.phi())
theW.deltaEta = abs(lepton.eta())
theW.deltaPhi = abs(deltaPhi(lepton.phi(), event.met.phi()))
theW.deltaPhi_met = abs(deltaPhi(lepton.phi(), event.met.phi()))
theW.mT = math.sqrt(
2. * lepton.et() * event.met.pt() *
(1. - math.cos(deltaPhi(lepton.phi(), event.met.phi()))))
event.theW = theW
# Recoil correction variables
recoilX = -event.met.px() - lepton.px()
recoilY = -event.met.py() - lepton.py()
event.Upara = (recoilX * lepton.px() +
recoilY * lepton.py()) / lepton.pt()
event.Uperp = (recoilX * lepton.py() -
recoilY * lepton.px()) / lepton.pt()
return True
def process(self, event):
self.readCollections(event.input)
pf = map(PhysicsObject, self.handles['pf'].product())
leptons = getattr(event, self.leptonTag)
self.IsolationComputer.setPackedCandidates(
self.handles['pf'].product())
#first trim the photons that are only near leptons
direct = []
forIso = []
for p in pf:
if p.pdgId() != 22 or not (p.pt() > 2.0 and abs(p.eta()) < 2.4):
continue
for l in leptons:
if abs(l.pdgId()) == 11 and self.electronID(l):
if (abs(p.eta() - l.eta()) < 0.05
and deltaPhi(p.phi(), l.phi()) < 2) or deltaR(
p.eta(), p.phi(), l.eta(), l.phi()) < 0.15:
continue
DR = deltaR(l.eta(), l.phi(), p.eta(), p.phi())
if DR < 0.07 and p.pt() > 2.0:
direct.append(p)
break
elif DR < 0.5 and p.pt() > 4.0:
forIso.append(p)
break
isolatedPhotons = []
for g in forIso:
g.absIsoCH = self.IsolationComputer.chargedAbsIso(
g.physObj, 0.3, 0.0001, 0.2)
g.absIsoPU = self.IsolationComputer.puAbsIso(
g.physObj, 0.3, 0.0001, 0.2)
g.absIsoNH = self.IsolationComputer.neutralHadAbsIsoRaw(
g.physObj, 0.3, 0.01, 0.5)
g.absIsoPH = self.IsolationComputer.photonAbsIsoRaw(
g.physObj, 0.3, 0.01, 0.5)
g.relIso = (g.absIsoCH + g.absIsoPU + g.absIsoNH +
g.absIsoPH) / g.pt()
if g.relIso < 1.0:
isolatedPhotons.append(g)
event.fsrPhotons = isolatedPhotons + direct
# save all, for debugging
event.fsrPhotonsNoIso = forIso + direct
for fsr in event.fsrPhotonsNoIso:
closest = min(
leptons,
key=lambda l: deltaR(fsr.eta(), fsr.phi(), l.eta(), l.phi()))
fsr.globalClosestLepton = closest
return True
def searchISRforVH(self, event):
p4VH = event.HCSV + event.V
if p4VH.pt() > 30:
phi = pi + p4VH.phi()
matchedJets = [
x for x in event.cleanJetsAll
if abs(deltaPhi(phi, x.phi())) < 0.4 and x.puJetId() > 0
and x.jetID('POG_PFID_Loose') and x not in event.hJetsCSV
and x not in event.hJetsaddJetsdR08
]
if len(matchedJets) > 0:
event.isrJetVH = event.cleanJetsAll.index(
sorted(matchedJets, key=lambda x: x.pt(), reverse=True)[0])
def selectResolvedJet(self, event):
if not len(event.cleanJets) >= 2:
return False
if not event.cleanJets[0].pt() > self.cfg_ana.jet1_pt:
return False
# if not event.cleanJets[0].btag('combinedInclusiveSecondaryVertexV2BJetTags') > self.cfg_ana.jet1_tag:
# return False
if not event.cleanJets[1].pt() > self.cfg_ana.jet2_pt:
return False
# if not event.cleanJets[1].btag('combinedInclusiveSecondaryVertexV2BJetTags') > self.cfg_ana.jet2_tag:
# return False
# Higgs candidate
theH = event.cleanJets[0].p4() + event.cleanJets[1].p4()
theH.charge = event.cleanJets[0].charge() + event.cleanJets[1].charge()
theH.deltaR = deltaR(event.cleanJets[0].eta(), event.cleanJets[0].phi(), event.cleanJets[1].eta(), event.cleanJets[1].phi())
theH.deltaEta = abs(event.cleanJets[0].eta() - event.cleanJets[1].eta())
theH.deltaPhi = deltaPhi(event.cleanJets[0].phi(), event.cleanJets[1].phi())
theH.deltaPhi_met = deltaPhi(theH.phi(), event.met.phi())
theH.deltaPhi_jet1 = deltaPhi(theH.phi(), event.cleanJets[0].phi())
event.H = theH
return True
def selectResolvedJet(self, event):
if not len(event.cleanJets) >= 2:
return False
if not event.cleanJets[0].pt() > self.cfg_ana.jet1_pt:
return False
# if not event.cleanJets[0].btag('combinedInclusiveSecondaryVertexV2BJetTags') > self.cfg_ana.jet1_tag:
# return False
if not event.cleanJets[1].pt() > self.cfg_ana.jet2_pt:
return False
# if not event.cleanJets[1].btag('combinedInclusiveSecondaryVertexV2BJetTags') > self.cfg_ana.jet2_tag:
# return False
# Higgs candidate
theH = event.cleanJets[0].p4() + event.cleanJets[1].p4()
theH.charge = event.cleanJets[0].charge() + event.cleanJets[1].charge()
theH.deltaR = deltaR(event.cleanJets[0].eta(), event.cleanJets[0].phi(), event.cleanJets[1].eta(), event.cleanJets[1].phi())
theH.deltaEta = abs(event.cleanJets[0].eta() - event.cleanJets[1].eta())
theH.deltaPhi = deltaPhi(event.cleanJets[0].phi(), event.cleanJets[1].phi())
theH.deltaPhi_met = deltaPhi(theH.phi(), event.met.phi())
theH.deltaPhi_jet1 = deltaPhi(theH.phi(), event.cleanJets[0].phi())
event.H = theH
return True
def createZ(self, event, leptons):
theZ = leptons[0].p4() + leptons[1].p4()
theZ.charge = leptons[0].charge() + leptons[1].charge()
theZ.deltaR = deltaR(leptons[0].eta(), leptons[0].phi(),
leptons[1].eta(), leptons[1].phi())
theZ.deltaEta = abs(leptons[0].eta() - leptons[1].eta())
theZ.deltaPhi = abs(deltaPhi(leptons[0].phi(), leptons[1].phi()))
#theZ.deltaPhi_met = abs(deltaPhi(theZ.phi(), event.met.phi()))
event.theZ = theZ
# Recoil correction variables
recoilX = -event.met.px() - event.theZ.px()
recoilY = -event.met.py() - event.theZ.py()
event.Upara = (recoilX * event.theZ.px() +
recoilY * event.theZ.py()) / event.theZ.pt()
event.Uperp = (recoilX * event.theZ.py() -
recoilY * event.theZ.px()) / event.theZ.pt()
return True
def syncSR(self, event):
self.SR.Fill(0)
if len(event.cleanJets) >= 1 and event.cleanJets[0].pt()>110. and event.cleanJets[0].chargedHadronEnergyFraction()>0.2 and event.cleanJets[0].neutralHadronEnergyFraction()<0.7 and event.cleanJets[0].neutralEmEnergyFraction()<0.7:
self.SR.Fill(1)
if len(event.cleanJets) < 2 or ( abs(deltaPhi(event.cleanJets[0].phi(), event.cleanJets[1].phi())) < 2.5 and event.cleanJets[1].neutralHadronEnergyFraction()<0.7 and event.cleanJets[1].neutralEmEnergyFraction()<0.9 ):
self.SR.Fill(2)
if event.met.pt()>200.:
self.SR.Fill(3)
if len(event.cleanJets) < 3:
self.SR.Fill(4)
if len(event.selectedLeptons) == 0:
self.SR.Fill(5)
if len(event.selectedTaus) == 0:
self.SR.Fill(6)
if len(event.selectedPhotons) == 0:
self.SR.Fill(7)
if self.cfg_ana.verbose: print "%d:%d:%d" % ( event.input.eventAuxiliary().id().run(), event.input.eventAuxiliary().id().luminosityBlock(), event.input.eventAuxiliary().id().event() )
def process(self, event):
self.readCollections(event.input)
puppi = self.handles['puppi'].product()
for tau in self.getter(event):
puppi_iso_cands = []
puppi_iso_cands_04 = []
puppi_iso_cands_03 = []
isoPtSumOld = 0.
tau_eta = tau.eta()
tau_phi = tau.phi()
# Normal loop crashes for some reason...
for i_iso in range(len(tau.isolationCands())):
isoPtSumOld += tau.isolationCands()[i_iso].pt()
eta = tau.isolationCands()[i_iso].eta()
phi = tau.isolationCands()[i_iso].phi()
n_p = 0
for c_p in puppi:
if abs(eta - c_p.eta()) < 0.00001 and \
abs(deltaPhi(phi, c_p.phi())) < 0.00001:
pdgId = c_p.pdgId()
if abs(pdgId) not in [22, 211]:
print 'Found puppi particle with pdgID', pdgId, 'ignoring...'
continue
puppi_iso_cands.append(c_p)
n_p += 1
dr = deltaR(c_p.eta(), c_p.phi(), tau_eta, tau_phi)
if dr < 0.4:
puppi_iso_cands_04.append(c_p)
if dr < 0.3:
puppi_iso_cands_03.append(c_p)
if n_p > 1:
print 'WARNING, found more than 2 matching puppi particles'
tau.puppi_iso_pt = sum(c_p.pt() for c_p in puppi_iso_cands)
tau.puppi_iso04_pt = sum(c_p.pt() for c_p in puppi_iso_cands_04)
tau.puppi_iso03_pt = sum(c_p.pt() for c_p in puppi_iso_cands_03)
# Add puppi isolation
return True
def process(self, event):
self.readCollections(event.input)
puppi = self.handles['puppi'].product()
for tau in self.getter(event):
puppi_iso_cands = []
puppi_iso_cands_04 = []
puppi_iso_cands_03 = []
isoPtSumOld = 0.
tau_eta = tau.eta()
tau_phi = tau.phi()
# Normal loop crashes for some reason...
for i_iso in range(len(tau.isolationCands())):
isoPtSumOld += tau.isolationCands()[i_iso].pt()
eta = tau.isolationCands()[i_iso].eta()
phi = tau.isolationCands()[i_iso].phi()
n_p = 0
for c_p in puppi:
if abs(eta - c_p.eta()) < 0.00001 and \
abs(deltaPhi(phi, c_p.phi())) < 0.00001:
pdgId = c_p.pdgId()
if abs(pdgId) not in [22, 211]:
print 'Found puppi particle with pdgID', pdgId, 'ignoring...'
continue
puppi_iso_cands.append(c_p)
n_p += 1
dr = deltaR(c_p.eta(), c_p.phi(), tau_eta, tau_phi)
if dr < 0.4:
puppi_iso_cands_04.append(c_p)
if dr < 0.3:
puppi_iso_cands_03.append(c_p)
if n_p > 1:
print 'WARNING, found more than 2 matching puppi particles'
tau.puppi_iso_pt = sum(c_p.pt() for c_p in puppi_iso_cands)
tau.puppi_iso04_pt = sum(c_p.pt() for c_p in puppi_iso_cands_04)
tau.puppi_iso03_pt = sum(c_p.pt() for c_p in puppi_iso_cands_03)
# Add puppi isolation
return True
def makeMT(self, event):
for lepton in event.inclusiveLeptons:
event.mtw = mtw(lepton, event.met)
event.mtw1 = 1 - (80 * 80) / (2 * event.met.pt() * lepton.pt())
event.mtw2 = cos(deltaPhi(event.met.phi(), lepton.phi()))
lepton.cosLMet = cos(lepton.phi() - event.met.phi())
lepton.mt = mtw(lepton, event.met)
lepton.Q80 = 1 - 80**2 / (2 * lepton.pt() * event.met.pt())
for tau in event.selectedTaus:
tau.cosLMet = cos(tau.phi() - event.met.phi())
tau.mt = mtw(tau, event.met)
tau.Q80 = 1 - 80**2 / (2 * tau.pt() * event.met.pt())
for track in event.selectedIsoTrack:
track.cosLMet = cos(track.phi() - event.met.phi())
track.mt = mtw(track, event.met)
track.Q80 = 1 - 80**2 / (2 * track.pt() * event.met.pt())
return
def makeBiasedDPhi(self, event):
jets = getattr(event,self.jetForBiasedDPhi)
if len(jets) == 0:
event.biasedDPhi = 0
return
mht = getattr(event,self.mhtForBiasedDPhi)
biasedDPhi = 10;
for jet in jets:
newPhi = atan2(mht.py()+jet.py(), mht.px()+jet.px())
biasedDPhiTemp = abs(deltaPhi(newPhi,jet.phi()))
if biasedDPhiTemp < biasedDPhi:
biasedDPhi = biasedDPhiTemp
biasedDPhiJet = jet
pass
event.biasedDPhi = biasedDPhi
event.biasedDPhiJet = biasedDPhiJet
return
def makeBiasedDPhi(self, event):
jets = getattr(event,self.jetForBiasedDPhi)
if len(jets) == 0:
event.biasedDPhi = 0
return
mht = getattr(event,self.mhtForBiasedDPhi)
biasedDPhi = 10;
for jet in jets:
newPhi = atan2(mht.py()+jet.py(), mht.px()+jet.px())
biasedDPhiTemp = abs(deltaPhi(newPhi,jet.phi()))
if biasedDPhiTemp < biasedDPhi:
biasedDPhi = biasedDPhiTemp
biasedDPhiJet = jet
pass
event.biasedDPhi = biasedDPhi
event.biasedDPhiJet = biasedDPhiJet
return
def makeBiasedDPhi(self, event):
if len(event.cleanJets) == 0:
event.biasedDPhi = 0
return
mhtPx = event.mhtJet50jvec.px()
mhtPy = event.mhtJet50jvec.py()
biasedDPhi = 10;
for jet in event.cleanJets:
newPhi = atan2(mhtPy+jet.py(),mhtPx+jet.px())
biasedDPhiTemp = abs(deltaPhi(newPhi,jet.phi()))
if biasedDPhiTemp < biasedDPhi:
biasedDPhi = biasedDPhiTemp
biasedDPhiJet = jet
pass
event.biasedDPhi = biasedDPhi
event.biasedDPhiJet = biasedDPhiJet
return
def syncWCR(self, event):
self.WCR.Fill(0)
if len(event.selectedMuons) == 1 and event.selectedMuons[0].pt() > 20 and event.selectedMuons[0].muonID('POG_ID_Tight') and event.selectedMuons[0].relIso04 < 0.12:
self.WCR.Fill(1)
if len(event.xcleanJets) > 0 and event.xcleanJets[0].pt()>110. and event.xcleanJets[0].chargedHadronEnergyFraction()>0.2 and event.xcleanJets[0].neutralHadronEnergyFraction()<0.7 and event.xcleanJets[0].neutralEmEnergyFraction()<0.7:
self.WCR.Fill(2)
if len(event.xcleanJets) == 1 or ( abs(deltaPhi(event.xcleanJets[0].phi(), event.xcleanJets[1].phi())) < 2.5 and event.xcleanJets[1].neutralHadronEnergyFraction()<0.7 and event.xcleanJets[1].neutralEmEnergyFraction()<0.9 ):
self.WCR.Fill(3)
if len(event.xcleanJets) < 3:
self.WCR.Fill(4)
if len(event.selectedElectrons) == 0:
self.WCR.Fill(5)
if len(event.xcleanTaus) == 0:
self.WCR.Fill(6)
if len(event.selectedPhotons) == 0:
self.WCR.Fill(7)
if event.theW.mT > 50:
self.WCR.Fill(8)
if event.fakemet.pt() > 200:
self.WCR.Fill(9)
if self.cfg_ana.verbose: print "WCR %d:%d:%d" % ( event.input.eventAuxiliary().id().run(), event.input.eventAuxiliary().id().luminosityBlock(), event.input.eventAuxiliary().id().event() )
def pt_weighted_dx(tau, mode=0, var=0, decaymode=-1):
sum_pt = 0.
sum_dx_pt = 0.
signalrad = max(0.05, min(0.1, 3. / max(1., tau.pt())))
cands = getGammas(tau, mode < 2)
for cand in cands:
if cand.pt() < 0.5:
continue
dr = deltaR(cand, tau)
deta = abs(cand.eta() - tau.eta())
dphi = abs(deltaPhi(cand.phi(), tau.phi()))
pt = cand.pt()
flag = isInside(pt, deta, dphi)
if decaymode != 10:
if mode == 2 or (mode == 0
and dr < signalrad) or (mode == 1
and dr > signalrad):
sum_pt += pt
if var == 0:
sum_dx_pt += pt * dr
elif var == 1:
sum_dx_pt += pt * deta
elif var == 2:
sum_dx_pt += pt * dphi
else:
if (mode == 2
and flag == False) or (mode == 1
and flag == True) or mode == 0:
sum_pt += pt
if var == 0:
sum_dx_pt += pt * dr
elif var == 1:
sum_dx_pt += pt * deta
elif var == 2:
sum_dx_pt += pt * dphi
if sum_pt > 0.:
return sum_dx_pt / sum_pt
return 0.
def process(self, event):
event.genDPhiZZ = -999
event.genDPhiZZWeight = 1
event.genDPhiZZSameFlavour = -1
if not self.cfg_comp.isMC: return True
self.readCollections(event.input)
zs = [
gp for gp in self.mchandles['genParticles'].product() if
abs(gp.pdgId()) == 23 and 20 <= gp.status() and gp.status() <= 30
]
if len(zs) == 2:
event.genDPhiZZ = abs(deltaPhi(zs[0].phi(), zs[1].phi()))
dau = zs[:]
for i in 0, 1:
while abs(dau[i].pdgId()) == 23:
found = False
for idau in xrange(dau[i].numberOfDaughters()):
ddau = dau[i].daughter(idau)
if abs(ddau.pdgId()) in (11, 13, 15):
dau[i] = ddau
found = True
break
if not found:
for idau in xrange(dau[i].numberOfDaughters()):
ddau = dau[i].daughter(idau)
if abs(ddau.pdgId()) == 23:
dau[i] = ddau
found = True
break
if not found: break
if abs(dau[0].pdgId()) in (11, 13, 15) and abs(
dau[1].pdgId()) in (11, 13, 15):
event.genDPhiZZSameFlavour = (1 if abs(dau[0].pdgId()) == abs(
dau[1].pdgId()) else 0)
return True
NTupleVariable("neHEF", lambda x : x.neutralHadronEnergyFraction(), float, mcOnly = False,help="neutralHadronEnergyFraction (relative to uncorrected jet energy)"),
NTupleVariable("chEmEF", lambda x : x.chargedEmEnergyFraction(), float, mcOnly = False,help="chargedEmEnergyFraction (relative to uncorrected jet energy)"),
NTupleVariable("neEmEF", lambda x : x.neutralEmEnergyFraction(), float, mcOnly = False,help="neutralEmEnergyFraction (relative to uncorrected jet energy)"),
NTupleVariable("muEF", lambda x : x.muonEnergyFraction(), float, mcOnly = False,help="muonEnergyFraction (relative to uncorrected jet energy)"),
NTupleVariable("chMult", lambda x : x.chargedMultiplicity(), int, mcOnly = False,help="chargedMultiplicity from PFJet.h"),
NTupleVariable("neMult", lambda x : x.neutralMultiplicity(), int, mcOnly = False,help="neutralMultiplicity from PFJet.h"),
NTupleVariable("leadTrackPt", lambda x : x.leadTrackPt() , float, mcOnly = False, help="pt of the leading track in the jet"),
NTupleVariable("mcEta", lambda x : x.mcJet.eta() if getattr(x,"mcJet",None) else 0., mcOnly=True, help="eta of associated gen jet"),
NTupleVariable("mcPhi", lambda x : x.mcJet.phi() if getattr(x,"mcJet",None) else 0., mcOnly=True, help="phi of associated gen jet"),
NTupleVariable("mcM", lambda x : x.mcJet.p4().M() if getattr(x,"mcJet",None) else 0., mcOnly=True, help="mass of associated gen jet"),
NTupleVariable("leptonPdgId", lambda x : x.leptons[0].pdgId() if len(x.leptons) > 0 else -99, mcOnly=False, help="pdg id of the first associated lepton"),
NTupleVariable("leptonPt", lambda x : x.leptons[0].pt() if len(x.leptons) > 0 else -99, mcOnly=False, help="pt of the first associated lepton"),
NTupleVariable("leptonPtRel", lambda x : ptRel(x.leptons[0].p4(),x.p4()) if len(x.leptons) > 0 else -99, mcOnly=False, help="ptrel of the first associated lepton"),
NTupleVariable("leptonPtRelInv", lambda x : ptRel(x.p4(),x.leptons[0].p4()) if len(x.leptons) > 0 else -99, mcOnly=False, help="ptrel Run1 definition of the first associated lepton"),
NTupleVariable("leptonDeltaR", lambda x : deltaR(x.leptons[0].p4().eta(),x.leptons[0].p4().phi(),x.p4().eta(),x.p4().phi()) if len(x.leptons) > 0 else -99, mcOnly=False, help="deltaR of the first associated lepton"),
NTupleVariable("leptonDeltaPhi", lambda x : deltaPhi(x.leptons[0].p4().phi(),x.p4().phi()) if len(x.leptons) > 0 else 0, mcOnly=False, help="deltaPhi of the first associated lepton"),
NTupleVariable("leptonDeltaEta", lambda x : x.leptons[0].p4().eta()-x.p4().eta() if len(x.leptons) > 0 else 0, mcOnly=False, help="deltaEta of the first associated lepton"),
NTupleVariable("vtxMass", lambda x : x.userFloat("vtxMass"), mcOnly=False, help="vtxMass from btag"),
NTupleVariable("vtxNtracks", lambda x : x.userFloat("vtxNtracks"), mcOnly=False, help="number of tracks at vertex from btag"),
NTupleVariable("vtxPt", lambda x : sqrt(x.userFloat("vtxPx")**2 + x.userFloat("vtxPy")**2), mcOnly=False, help="pt of vertex from btag"),
NTupleVariable("vtx3DSig", lambda x : x.userFloat("vtx3DSig"), mcOnly=False, help="decay len significance of vertex from btag"),
NTupleVariable("vtx3DVal", lambda x : x.userFloat("vtx3DVal"), mcOnly=False, help="decay len of vertex from btag"),
NTupleVariable("vtxPosX", lambda x : x.userFloat("vtxPosX"), mcOnly=False, help="X coord of vertex from btag"),
NTupleVariable("vtxPosY", lambda x : x.userFloat("vtxPosY"), mcOnly=False, help="Y coord of vertex from btag"),
NTupleVariable("vtxPosZ", lambda x : x.userFloat("vtxPosZ"), mcOnly=False, help="Z coord of vertex from btag"),
NTupleVariable("pullVectorPhi", lambda x : getattr(x,"pullVectorPhi",-99), mcOnly=False, help="pull angle phi in the phi eta plane"),
NTupleVariable("pullVectorMag", lambda x : getattr(x,"pullVectorMag",-99), mcOnly=False, help="pull angle magnitude"),
# QG variables:
# this computes for all
# NTupleVariable("qgl", lambda x :x.qgl() , float, mcOnly=False,help="QG Likelihood"),
# NTupleVariable("ptd", lambda x : getattr(x.computeQGvars(),'ptd', 0), float, mcOnly=False,help="QG input variable: ptD"),
def analyze(self, event):
"""process event, return True (go to next module) or False (fail, go to next event)"""
if event._tree._ttreereaderversion > self._ttreereaderversion:
self.initReaders(event._tree)
#MC truth
gen_visibleV, gen_V, gen_h, gen_ht = self.getMCTruth(event)
#selected leptons at reco level
visibleV = self.getVisibleV(event)
if not visibleV: return False
#leading PF candidates
self.out.fillBranch('leadch_pt', event.leadCharged_pt)
self.out.fillBranch('leadch_phi', event.leadCharged_phi)
self.out.fillBranch('leadneut_pt', event.leadNeutral_pt)
self.out.fillBranch('leadneut_phi', event.leadNeutral_phi)
#met estimators
metEstimators = {
'met':
self.summarizeMetEstimator(event, ['met'], [1]),
'puppimet':
self.summarizeMetEstimator(event, ['puppimet'], [1]),
'ntmet':
self.summarizeMetEstimator(event, ['ntMet'], [1]),
'ntcentralmet':
self.summarizeMetEstimator(event, ['ntCentralMet'], [1]),
'tkmet':
self.summarizeMetEstimator(event, ['tkMetPVLoose'], [1]),
'chsmet':
self.summarizeMetEstimator(event, ['tkMetPVchs'], [1]),
'npvmet':
self.summarizeMetEstimator(event, ['tkMetPUPVLoose'], [1]),
'ntnpv':
self.summarizeMetEstimator(event, ['ntMet', 'tkMetPUPVLoose'],
[1, 1]),
'centralntnpv':
self.summarizeMetEstimator(event,
['ntCentralMet', 'tkMetPUPVLoose'],
[1, 1]),
'centralmetdbeta':
self.summarizeMetEstimator(
event, ['tkMetPVLoose', 'ntCentralMet', 'tkMetPUPVLoose'],
[1, 1, 0.5]),
}
#recoil estimators
for metType in metEstimators.keys() + ["truth", "gen"]:
#some may need to be specified
if metType == "truth":
vis = gen_visibleV.VectorT()
metP4 = gen_V
h = ROOT.TVector3(-gen_V.Px(), -gen_V.Py(), 0)
ht = gen_V.Pt()
m = gen_V.M()
count = 0
elif metType == 'gen':
vis = gen_visibleV.VectorT()
metP4 = ROOT.TLorentzVector(0, 0, 0, 0)
metP4.SetPtEtaPhiM(event.tkGenMet_pt, 0, event.tkGenMet_phi,
0.)
h = gen_h
ht = gen_ht
m = 0
count = 0
else:
vis = visibleV.VectorT()
metP4, sumEt, count = metEstimators[metType]
h, ht, m = self.getRecoRecoil(event=event,
metP4=metP4,
sumEt=sumEt,
visibleV=visibleV)
#save information to tree
pt = h.Pt()
phi = h.Phi()
metphi = metP4.Phi()
sphericity = pt / ht if ht > 0 else -1
e1 = gen_V.Pt() / h.Pt() if h.Pt() > 0 else -1
e2 = deltaPhi(gen_V.Phi() + np.pi, h.Phi())
mt2 = 2 * vis.Pt() * ((vis + h).Pt()) + vis.Pt()**2 + vis.Dot(h)
mt = np.sqrt(mt2) if mt2 >= 0. else -np.sqrt(-mt2)
self.out.fillBranch('%s_recoil_pt' % metType, pt)
self.out.fillBranch('%s_recoil_phi' % metType, phi)
self.out.fillBranch('%s_m' % metType, m)
self.out.fillBranch('%s_recoil_sphericity' % metType, sphericity)
self.out.fillBranch('%s_n' % metType, count)
self.out.fillBranch('%s_recoil_e1' % metType, e1)
self.out.fillBranch('%s_recoil_e2' % metType, e2)
self.out.fillBranch('%s_mt' % metType, mt)
self.out.fillBranch(
'%s_dphi2met' % metType,
deltaPhi(metEstimators['met'][0].Phi(), metphi))
self.out.fillBranch(
'%s_dphi2puppimet' % metType,
deltaPhi(metEstimators['puppimet'][0].Phi(), metphi))
self.out.fillBranch(
'%s_dphi2ntnpv' % metType,
deltaPhi(metEstimators['ntnpv'][0].Phi(), metphi))
self.out.fillBranch(
'%s_dphi2centralntnpv' % metType,
deltaPhi(metEstimators['centralntnpv'][0].Phi(), metphi))
self.out.fillBranch(
'%s_dphi2centralmetdbeta' % metType,
deltaPhi(metEstimators['centralmetdbeta'][0].Phi(), metphi))
self.out.fillBranch('%s_dphi2leadch' % metType,
deltaPhi(event.leadCharged_phi, metphi))
self.out.fillBranch('%s_dphi2leadneut' % metType,
deltaPhi(event.leadNeutral_phi, metphi))
return True
def computeQGvars(self, jet):
jet.mult = 0
sum_weight = 0.
sum_pt = 0.
sum_deta = 0.
sum_dphi = 0.
sum_deta2 = 0.
sum_detadphi = 0.
sum_dphi2 = 0.
for ii in range(0, jet.numberOfDaughters()) :
part = jet.daughter(ii)
if part.charge() == 0 : # neutral particles
if part.pt() < 1.: continue
else : # charged particles
if part.trackHighPurity()==False: continue
if part.fromPV()<=1: continue
jet.mult += 1
deta = part.eta() - jet.eta()
dphi = deltaPhi(part.phi(), jet.phi())
partPt = part.pt()
weight = partPt*partPt
sum_weight += weight
sum_pt += partPt
sum_deta += deta*weight
sum_dphi += dphi*weight
sum_deta2 += deta*deta*weight
sum_detadphi += deta*dphi*weight
sum_dphi2 += dphi*dphi*weight
a = 0.
b = 0.
c = 0.
if sum_weight > 0 :
jet.ptd = math.sqrt(sum_weight)/sum_pt
ave_deta = sum_deta/sum_weight
ave_dphi = sum_dphi/sum_weight
ave_deta2 = sum_deta2/sum_weight
ave_dphi2 = sum_dphi2/sum_weight
a = ave_deta2 - ave_deta*ave_deta
b = ave_dphi2 - ave_dphi*ave_dphi
c = -(sum_detadphi/sum_weight - ave_deta*ave_dphi)
else: jet.ptd = 0.
delta = math.sqrt(math.fabs((a-b)*(a-b)+4.*c*c))
if a+b-delta > 0: jet.axis2 = -math.log(math.sqrt(0.5*(a+b-delta)))
else: jet.axis2 = -1.
def evaluateBlikelihood(self, event) :
nJet=len(event.cleanJetsAll)
for index,j in enumerate(event.cleanJetsAll,start=0) :
j.blike_VBF=-2
if (nJet>=4):
if ((event.cleanJetsAll[0].pt()>92.) and (event.cleanJetsAll[1].pt()>76.) and (event.cleanJetsAll[2].pt()>64) and (event.cleanJetsAll[3].pt()>30)):
# jetsForHiggs4=[jet for index,jet in enumerate(event.cleanJetsAll) if (jet.jetID("POG_PFID_Loose")) and (index<4)] #uncomment if jet_id is working properly
jetsForHiggs4=[jet for index,jet in enumerate(event.cleanJetsAll) if (index<4)]
# jetsForHiggs4btag=[jet.btag("pfCombinedInclusiveSecondaryVertexV2BJetTags") for index,jet in enumerate(event.cleanJetsAll) if (jet.jetID("POG_PFID_Loose")) and (index<4) ]
jetsForHiggs4btag=[jet.btag("pfCombinedInclusiveSecondaryVertexV2BJetTags") for index,jet in enumerate(event.cleanJetsAll) if (index<4) ]
btag_max1=max(jetsForHiggs4btag)
btag_max1_idx=jetsForHiggs4btag.index(btag_max1)
if btag_max1>0.0:
bjet1=jetsForHiggs4[btag_max1_idx]
other3jets=[jet for index,jet in enumerate(jetsForHiggs4) if index!= btag_max1_idx]
if len(other3jets)==3 :
maxEta1, maxEta2 = None, None
maxDeltaEta = -1
for i in range(len(other3jets)):
for j in range(i + 1, len(other3jets)):
d = abs(other3jets[i].eta() - other3jets[j].eta())
if d > maxDeltaEta:
maxEta1, maxEta2, maxDeltaEta = i, j, d
if (maxEta1>=0) and (maxEta2>=0) :
qjets=[]
qjets.append(other3jets[maxEta1])
qjets.append(other3jets[maxEta2])
leftBjets=[jet for index,jet in enumerate(other3jets) if (index!=maxEta1) and (index!=maxEta2)]
bjet2=leftBjets[0]
Mqq=(qjets[0].p4()+qjets[1].p4()).M()
bbDeltaPhi=abs(deltaPhi(bjet1.phi(),bjet2.phi()))
qqDeltaEta=abs(qjets[0].eta()-qjets[1].eta())
if (Mqq>460) :
if (qqDeltaEta>4.1) :
if (bbDeltaPhi<1.6) :
if (event.HLT_BIT_HLT_QuadPFJet_SingleBTagCSV_VBF_Mqq460_v) :
loopMaxJet=7
if nJet<7 : loopMaxJet=nJet
# jetsForHiggsMax=[jet for index,jet in enumerate(event.cleanJetsAll) if (jet.jetID("POG_PFID_Loose")) and (index<loopMaxJet) and (jet.pt()>20)]
jetsForHiggsMax=[jet for index,jet in enumerate(event.cleanJetsAll) if (index<loopMaxJet) and (jet.pt()>20)]
jetsForHiggsMaxEta=[abs(jet.eta()) for jet in jetsForHiggsMax]
jetsForHiggsMaxEtaSorted=sorted(range(len(jetsForHiggsMaxEta)),key=lambda x:jetsForHiggsMaxEta[x])
jetsEtaIdx=sorted(range(len(jetsForHiggsMaxEta)),key=lambda x:jetsForHiggsMaxEtaSorted[x])
jetsForHiggsMaxBtag=[jet.btag("pfCombinedInclusiveSecondaryVertexV2BJetTags") for jet in jetsForHiggsMax]
for jet_btag in jetsForHiggsMaxBtag :
if jet_btag > 1 : jet_btag = 1
if jet_btag < 0 : jet_btag = 0
jetsForHiggsMaxBtagSorted=sorted(range(len(jetsForHiggsMaxBtag)),key=lambda x:jetsForHiggsMaxBtag[x], reverse=True)
jetsBtagIdx=sorted(range(len(jetsForHiggsMaxBtag)),key=lambda x:jetsForHiggsMaxBtagSorted[x])
for i in range(len(jetsForHiggsMax)) :
j=jetsForHiggsMax[i]
self.Jet_pt[0]=j.pt()
self.Jet_eta[0]=jetsForHiggsMaxEta[i]
self.Jet_btagCSV[0]=jetsForHiggsMaxBtag[i]
self.Jet_pt_idx[0]=i
self.Jet_eta_idx[0]=jetsEtaIdx[i]
self.Jet_btagCSV_idx[0]=jetsBtagIdx[i]
j.blike_VBF=self.reader.EvaluateMVA(self.name)
def process(self, event):
self.readCollections( event.input )
self.counters.counter('events').inc('all events')
event.bjetsLoose = [ j for j in event.cleanJets if j.btagWP("CSVv2IVFL") ]
event.bjetsMedium = [ j for j in event.cleanJets if j.btagWP("CSVv2IVFM") ]
import ROOT
## with Central Jets
objects25 = [ j for j in event.cleanJets if j.pt() > 25 ] + event.selectedLeptons
objects30 = [ j for j in event.cleanJets if j.pt() > 30 ] + event.selectedLeptons
objects40 = [ j for j in event.cleanJets if j.pt() > 40 ] + event.selectedLeptons
objectsX = [ j for j in event.cleanJets if j.pt() > self.jetPt ] + event.selectedLeptons
objects25j = [ j for j in event.cleanJets if j.pt() > 25 ]
objects40j = [ j for j in event.cleanJets if j.pt() > 40 ]
objects50j = [ j for j in event.cleanJets if j.pt() > 50 ]
objectsXj = [ j for j in event.cleanJets if j.pt() > self.jetPt ]
objects40j10l = [ j for j in event.cleanJets if j.pt() > 40 ] + [ l for l in event.selectedLeptons if l.pt() > 10 ]
objects40j10l.sort(key = lambda obj : obj.pt(), reverse = True)
objectsXj10l = [ j for j in event.cleanJets if j.pt() > self.jetPt ] + [ l for l in event.selectedLeptons if l.pt() > 10 ]
objectsXj10l.sort(key = lambda obj : obj.pt(), reverse = True)
objects40j10l5t = []
if hasattr(event, 'selectedIsoCleanTrack'):
objects40j10l5t = [ j for j in event.cleanJets if j.pt() > 40 ] + [ l for l in event.selectedLeptons if l.pt() > 10 ] + [ t for t in event.selectedIsoCleanTrack ]
objects40j10l5t.sort(key = lambda obj : obj.pt(), reverse = True)
objectsXj10l5t = []
if hasattr(event, 'selectedIsoCleanTrack'):
objectsXj10l5t = [ j for j in event.cleanJets if j.pt() > self.jetPt ] + [ l for l in event.selectedLeptons if l.pt() > 10 ] + [ t for t in event.selectedIsoCleanTrack ]
objectsXj10l5t.sort(key = lambda obj : obj.pt(), reverse = True)
event.htJet25 = sum([x.pt() for x in objects25])
event.mhtJet25vec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objects25])) , -1.*(sum([x.py() for x in objects25])), 0, 0 )
event.mhtPhiJet25 = event.mhtJet25vec.phi()
event.mhtJet25 = event.mhtJet25vec.pt()
event.htJet30 = sum([x.pt() for x in objects30])
event.mhtJet30vec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objects30])) , -1.*(sum([x.py() for x in objects30])), 0, 0 )
event.mhtJet30 = event.mhtJet30vec.pt()
event.mhtPhiJet30 = event.mhtJet30vec.phi()
event.htJet40 = sum([x.pt() for x in objects40])
event.mhtJet40vec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objects40])) , -1.*(sum([x.py() for x in objects40])), 0, 0 )
event.mhtJet40 = event.mhtJet40vec.pt()
event.mhtPhiJet40 = event.mhtJet40vec.phi()
event.htJetX = sum([x.pt() for x in objectsX])
event.mhtJetXvec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objectsX])) , -1.*(sum([x.py() for x in objectsX])), 0, 0 )
event.mhtJetX = event.mhtJetXvec.pt()
event.mhtPhiJetX = event.mhtJetXvec.phi()
event.htJet25j = sum([x.pt() for x in objects25j])
event.htJet40j = sum([x.pt() for x in objects40j])
event.mhtJet40jvec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objects40j])) , -1.*(sum([x.py() for x in objects40j])), 0, 0 )
event.mhtJet40j = event.mhtJet40jvec.pt()
event.mhtPhiJet40j = event.mhtJet40jvec.phi()
event.htJet50j = sum([x.pt() for x in objects50j])
event.mhtJet50jvec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objects50j])) , -1.*(sum([x.py() for x in objects50j])), 0, 0 )
event.mhtJet50j = event.mhtJet50jvec.pt()
event.mhtPhiJet50j = event.mhtJet50jvec.phi()
event.htJetXj = sum([x.pt() for x in objectsXj])
event.mhtJetXjvec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objectsXj])) , -1.*(sum([x.py() for x in objectsXj])), 0, 0 )
event.mhtJetXj = event.mhtJetXjvec.pt()
event.mhtPhiJetXj = event.mhtJetXjvec.phi()
#Make 40 and 50 GeV HTs from cleanGenJets
if self.cfg_comp.isMC:
genObjects40j = [j for j in event.cleanGenJets if j.pt()>40]
genObjects50j = [j for j in event.cleanGenJets if j.pt()>50]
genObjectsXj = [j for j in event.cleanGenJets if j.pt()>self.jetPt]
event.htGenJet40j = sum([x.pt() for x in genObjects40j])
event.mhtGenJet40jvec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in genObjects40j])) , -1.*(sum([x.py() for x in genObjects40j])), 0, 0 )
event.mhtGenJet40j = event.mhtGenJet40jvec.pt()
event.mhtPhiGenJet40j = event.mhtGenJet40jvec.phi()
event.htGenJet50j = sum([x.pt() for x in genObjects50j])
event.mhtGenJet50jvec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in genObjects50j])) , -1.*(sum([x.py() for x in genObjects50j])), 0, 0 )
event.mhtGenJet50j = event.mhtGenJet50jvec.pt()
event.mhtPhiGenJet50j = event.mhtGenJet50jvec.phi()
event.htGenJetXj = sum([x.pt() for x in genObjectsXj])
event.mhtGenJetXjvec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in genObjectsXj])) , -1.*(sum([x.py() for x in genObjectsXj])), 0, 0 )
event.mhtGenJetXj = event.mhtGenJetXjvec.pt()
event.mhtPhiGenJetXj = event.mhtGenJetXjvec.phi()
event.htJet40j10l = sum([x.pt() for x in objects40j10l])
event.mhtJet40j10lvec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objects40j10l])) , -1.*(sum([x.py() for x in objects40j10l])), 0, 0 )
event.mhtJet40j10l = event.mhtJet40j10lvec.pt()
event.mhtPhiJet40j10l = event.mhtJet40j10lvec.phi()
event.htJetXj10l = sum([x.pt() for x in objectsXj10l])
event.mhtJetXj10lvec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objectsXj10l])) , -1.*(sum([x.py() for x in objectsXj10l])), 0, 0 )
event.mhtJetXj10l = event.mhtJetXj10lvec.pt()
event.mhtPhiJetXj10l = event.mhtJetXj10lvec.phi()
event.htJet40j10l5t = sum([x.pt() for x in objects40j10l5t])
event.mhtJet40j10l5tvec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objects40j10l5t])) , -1.*(sum([x.py() for x in objects40j10l5t])), 0, 0 )
event.mhtJet40j10l5t = event.mhtJet40j10l5tvec.pt()
event.mhtPhiJet40j10l5t = event.mhtJet40j10l5tvec.phi()
event.htJetXj10l5t = sum([x.pt() for x in objectsXj10l5t])
event.mhtJetXj10l5tvec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objectsXj10l5t])) , -1.*(sum([x.py() for x in objectsXj10l5t])), 0, 0 )
event.mhtJetXj10l5t = event.mhtJetXj10l5tvec.pt()
event.mhtPhiJetXj10l5t = event.mhtJetXj10l5tvec.phi()
## same but with all eta range
objects25a = [ j for j in event.cleanJetsAll if j.pt() > 25 ] + event.selectedLeptons
objects30a = [ j for j in event.cleanJetsAll if j.pt() > 30 ] + event.selectedLeptons
objects40a = [ j for j in event.cleanJetsAll if j.pt() > 40 ] + event.selectedLeptons
objectsXa = [ j for j in event.cleanJetsAll if j.pt() > self.jetPt ] + event.selectedLeptons
objects40ja = [ j for j in event.cleanJetsAll if j.pt() > 40 ]
objectsXja = [ j for j in event.cleanJetsAll if j.pt() > self.jetPt ]
objects40ja10l5t = []
if hasattr(event, 'selectedIsoCleanTrack'):
objects40ja10l5t = [ j for j in event.cleanJetsAll if j.pt() > 40 ] + [ l for l in event.selectedLeptons if l.pt() > 10 ] + [ t for t in event.selectedIsoCleanTrack ]
objects40ja10l5t.sort(key = lambda obj : obj.pt(), reverse = True)
objects40ja10l = [ j for j in event.cleanJetsAll if j.pt() > 40 ] + [ l for l in event.selectedLeptons if l.pt() > 10 ]
objects40ja10l.sort(key = lambda obj : obj.pt(), reverse = True)
objectsXja10l5t = []
if hasattr(event, 'selectedIsoCleanTrack'):
objectsXja10l5t = [ j for j in event.cleanJetsAll if j.pt() > self.jetPt ] + [ l for l in event.selectedLeptons if l.pt() > 10 ] + [ t for t in event.selectedIsoCleanTrack ]
objectsXja10l5t.sort(key = lambda obj : obj.pt(), reverse = True)
objects40ja10l = [ j for j in event.cleanJetsAll if j.pt() > 40 ] + [ l for l in event.selectedLeptons if l.pt() > 10 ]
objects40ja10l.sort(key = lambda obj : obj.pt(), reverse = True)
objectsXja10l = [ j for j in event.cleanJetsAll if j.pt() > self.jetPt ] + [ l for l in event.selectedLeptons if l.pt() > 10 ]
objectsXja10l.sort(key = lambda obj : obj.pt(), reverse = True)
event.htJet25a = sum([x.pt() for x in objects25a])
event.mhtJet25veca = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objects25a])) , -1.*(sum([x.py() for x in objects25a])), 0, 0 )
event.mhtPhiJet25a = event.mhtJet25veca.phi()
event.mhtJet25a = event.mhtJet25veca.pt()
event.htJet30a = sum([x.pt() for x in objects30a])
event.mhtJet30veca = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objects30a])) , -1.*(sum([x.py() for x in objects30a])), 0, 0 )
event.mhtJet30a = event.mhtJet30veca.pt()
event.mhtPhiJet30a = event.mhtJet30veca.phi()
event.htJet40a = sum([x.pt() for x in objects40a])
event.mhtJet40veca = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objects40a])) , -1.*(sum([x.py() for x in objects40a])), 0, 0 )
event.mhtJet40a = event.mhtJet40veca.pt()
event.mhtPhiJet40a = event.mhtJet40veca.phi()
event.htJetXa = sum([x.pt() for x in objectsXa])
event.mhtJetXveca = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objectsXa])) , -1.*(sum([x.py() for x in objectsXa])), 0, 0 )
event.mhtJetXa = event.mhtJetXveca.pt()
event.mhtPhiJetXa = event.mhtJetXveca.phi()
event.htJet40ja = sum([x.pt() for x in objects40ja])
event.mhtJet40jveca = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objects40ja])) , -1.*(sum([x.py() for x in objects40ja])), 0, 0 )
event.mhtJet40ja = event.mhtJet40jveca.pt()
event.mhtPhiJet40ja = event.mhtJet40jveca.phi()
event.htJetXja = sum([x.pt() for x in objectsXja])
event.mhtJetXjveca = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objectsXja])) , -1.*(sum([x.py() for x in objectsXja])), 0, 0 )
event.mhtJetXja = event.mhtJetXjveca.pt()
event.mhtPhiJetXja = event.mhtJetXjveca.phi()
#For the vertex related variables
#A = selectedLeptons[0], B = selectedLeptons[1], C = selectedLeptons[2], D = selectedLeptons[3]
nlep = len(event.selectedLeptons)
##Variables related to IP
#Of one lepton w.r.t. the PV of the event
event.absIP3DA = absIP3D(event.selectedLeptons[0],event.goodVertices[0] if len(event.goodVertices)>0 else event.vertices[0]) if nlep > 0 else (-1,-1)
event.absIP3DB = absIP3D(event.selectedLeptons[1],event.goodVertices[0] if len(event.goodVertices)>0 else event.vertices[0]) if nlep > 1 else (-1,-1)
event.absIP3DC = absIP3D(event.selectedLeptons[2],event.goodVertices[0] if len(event.goodVertices)>0 else event.vertices[0]) if nlep > 2 else (-1,-1)
event.absIP3DD = absIP3D(event.selectedLeptons[3],event.goodVertices[0] if len(event.goodVertices)>0 else event.vertices[0]) if nlep > 3 else (-1,-1)
#Of one lepton w.r.t. the PV of the PV of the other leptons only
event.absIP3DApvBC = absIP3Dtrkpvtrks(event.selectedLeptons[0],event.selectedLeptons[1],event.selectedLeptons[2],event.selectedLeptons[0],3,0) if nlep > 2 else (-1,-1)
event.absIP3DBpvAC = absIP3Dtrkpvtrks(event.selectedLeptons[0],event.selectedLeptons[1],event.selectedLeptons[2],event.selectedLeptons[0],3,1) if nlep > 2 else (-1,-1)
event.absIP3DCpvAB = absIP3Dtrkpvtrks(event.selectedLeptons[0],event.selectedLeptons[1],event.selectedLeptons[2],event.selectedLeptons[0],3,2) if nlep > 2 else (-1,-1)
event.absIP3DApvBCD = absIP3Dtrkpvtrks(event.selectedLeptons[0],event.selectedLeptons[1],event.selectedLeptons[2],event.selectedLeptons[3],4,0) if nlep > 3 else (-1,-1)
event.absIP3DBpvACD = absIP3Dtrkpvtrks(event.selectedLeptons[0],event.selectedLeptons[1],event.selectedLeptons[2],event.selectedLeptons[3],4,1) if nlep > 3 else (-1,-1)
event.absIP3DCpvABD = absIP3Dtrkpvtrks(event.selectedLeptons[0],event.selectedLeptons[1],event.selectedLeptons[2],event.selectedLeptons[3],4,2) if nlep > 3 else (-1,-1)
event.absIP3DDpvABC = absIP3Dtrkpvtrks(event.selectedLeptons[0],event.selectedLeptons[1],event.selectedLeptons[2],event.selectedLeptons[3],4,3) if nlep > 3 else (-1,-1)
##Variables related to chi2
#Chi2 of all the good leptons of the event but one lepton
event.chi2pvtrksBCbutA = chi2pvtrks(event.selectedLeptons[1],event.selectedLeptons[2],event.selectedLeptons[1],event.selectedLeptons[1],2) if nlep > 2 else (-1,-1)
event.chi2pvtrksACbutB = chi2pvtrks(event.selectedLeptons[0],event.selectedLeptons[2],event.selectedLeptons[0],event.selectedLeptons[0],2) if nlep > 2 else (-1,-1)
event.chi2pvtrksABbutC = chi2pvtrks(event.selectedLeptons[0],event.selectedLeptons[1],event.selectedLeptons[0],event.selectedLeptons[0],2) if nlep > 2 else (-1,-1)
event.chi2pvtrksBCDbutA = chi2pvtrks(event.selectedLeptons[1],event.selectedLeptons[2],event.selectedLeptons[3],event.selectedLeptons[1],3) if nlep > 3 else (-1,-1)
event.chi2pvtrksACDbutB = chi2pvtrks(event.selectedLeptons[0],event.selectedLeptons[2],event.selectedLeptons[3],event.selectedLeptons[0],3) if nlep > 3 else (-1,-1)
event.chi2pvtrksABDbutC = chi2pvtrks(event.selectedLeptons[0],event.selectedLeptons[1],event.selectedLeptons[3],event.selectedLeptons[0],3) if nlep > 3 else (-1,-1)
event.chi2pvtrksABCbutD = chi2pvtrks(event.selectedLeptons[0],event.selectedLeptons[1],event.selectedLeptons[2],event.selectedLeptons[0],3) if nlep > 3 else (-1,-1)
self.makeZs(event, self.maxLeps)
self.makeMlls(event, self.maxLeps)
self.makeLepPtRel(event)
# look for minimal deltaPhi between MET and four leading jets with pt>40 and eta<2.4
event.deltaPhiMin_had = 999.
for n,j in enumerate(objects40ja):
if n>3: break
thisDeltaPhi = abs( deltaPhi( j.phi(), event.met.phi() ) )
if thisDeltaPhi < event.deltaPhiMin_had : event.deltaPhiMin_had = thisDeltaPhi
event.deltaPhiMin = 999.
for n,j in enumerate(objects40ja10l5t):
if n>3: break
thisDeltaPhi = abs( deltaPhi( j.phi(), event.met.phi() ) )
if thisDeltaPhi < event.deltaPhiMin : event.deltaPhiMin = thisDeltaPhi
event.deltaPhiMin_Xj_had = 999.
for n,j in enumerate(objectsXja):
if n>3: break
thisDeltaPhi = abs( deltaPhi( j.phi(), event.met.phi() ) )
if thisDeltaPhi < event.deltaPhiMin_Xj_had : event.deltaPhiMin_Xj_had = thisDeltaPhi
event.deltaPhiMin_Xj = 999.
for n,j in enumerate(objectsXja10l5t):
if n>3: break
thisDeltaPhi = abs( deltaPhi( j.phi(), event.met.phi() ) )
if thisDeltaPhi < event.deltaPhiMin_Xj : event.deltaPhiMin_Xj = thisDeltaPhi
for lep in event.selectedLeptons:
if hasattr(lep,'miniAbsIsoCharged'):
lep.mvaValueTTH = self.leptonMVATTH(lep)
lep.mvaValueSUSY = self.leptonMVASUSY(lep)
if self.doLeptonMVASoft:
if not (hasattr(lep,'AbsIsoMIVCharged04') and hasattr(lep,'isoSumRawP4Charged04')):
raise RuntimeError, 'Soft lepton MVA needs AbsIsoMIVCharged04 and isoSumRawP4Charged04 calculated for leptons'
lep.mvaValueSoftT2tt = self.leptonMVASoftT2tt(lep)
lep.mvaValueSoftEWK = self.leptonMVASoftEWK(lep)
for lep in event.inclusiveLeptons:
if lep not in event.selectedLeptons:
if hasattr(lep,'miniAbsIsoCharged'):
lep.mvaValueTTH = self.leptonMVATTH(lep)
lep.mvaValueSUSY = self.leptonMVASUSY(lep)
if self.doLeptonMVASoft:
if not (hasattr(lep,'AbsIsoMIVCharged04') and hasattr(lep,'isoSumRawP4Charged04')):
raise RuntimeError, 'Soft lepton MVA needs AbsIsoMIVCharged04 and isoSumRawP4Charged04 calculated for leptons'
lep.mvaValueSoftT2tt = self.leptonMVASoftT2tt(lep)
lep.mvaValueSoftEWK = self.leptonMVASoftEWK(lep)
# absolute value of the vectorial difference between met and mht
diffMetMht_had_vec = ROOT.reco.Particle.LorentzVector(event.mhtJet40jvec.px()-event.met.px(), event.mhtJet40jvec.py()-event.met.py(), 0, 0 )
event.diffMetMht_had = sqrt( diffMetMht_had_vec.px()*diffMetMht_had_vec.px() + diffMetMht_had_vec.py()*diffMetMht_had_vec.py() )
diffMetMht_vec = ROOT.reco.Particle.LorentzVector(event.mhtJet40j10l5tvec.px()-event.met.px(), event.mhtJet40j10l5tvec.py()-event.met.py(), 0, 0 )
event.diffMetMht = sqrt( diffMetMht_vec.px()*diffMetMht_vec.px() + diffMetMht_vec.py()*diffMetMht_vec.py() )
diffMetMht_Xj_had_vec = ROOT.reco.Particle.LorentzVector(event.mhtJetXjvec.px()-event.met.px(), event.mhtJetXjvec.py()-event.met.py(), 0, 0 )
event.diffMetMht_Xj_had = sqrt( diffMetMht_Xj_had_vec.px()*diffMetMht_Xj_had_vec.px() + diffMetMht_Xj_had_vec.py()*diffMetMht_Xj_had_vec.py() )
diffMetMht_Xj_vec = ROOT.reco.Particle.LorentzVector(event.mhtJetXj10l5tvec.px()-event.met.px(), event.mhtJetXj10l5tvec.py()-event.met.py(), 0, 0 )
event.diffMetMht_Xj = sqrt( diffMetMht_Xj_vec.px()*diffMetMht_Xj_vec.px() + diffMetMht_Xj_vec.py()*diffMetMht_Xj_vec.py() )
###
#Make Biased DPhi
event.biasedDPhi = -999
self.makeBiasedDPhi(event)
return True
def process(self, event):
if not hasattr(event, "genParticles"):
return False
# Mediator
event.genPhi = None
event.genChi = []
for g in event.genParticles:
if g.pdgId() == 9100000 or g.pdgId() == 9900032 or g.pdgId() == 1023:
event.genPhi = g
if abs(g.pdgId()) == 9100022 or g.pdgId() == 9100012:
event.genChi.append(g)
if event.genPhi:
self.GenPhi1mass.Fill(event.genPhi.mass())
self.GenPhi1pt.Fill(event.genPhi.pt())
self.GenPhi1eta.Fill(event.genPhi.eta())
if len(event.genChi) == 2:
i1, i2 = [0, 1] if event.genChi[0].pt() > event.genChi[1].pt() else [1, 0]
self.GenChi1mass.Fill(event.genChi[i1].mass())
self.GenChi1pt.Fill(event.genChi[i1].pt())
self.GenChi1eta.Fill(event.genChi[i1].eta())
self.GenChi2mass.Fill(event.genChi[i1].mass())
self.GenChi2pt.Fill(event.genChi[i1].pt())
self.GenChi2eta.Fill(event.genChi[i1].eta())
self.GenChi12dR.Fill(deltaR(event.genChi[0].eta(), event.genChi[0].phi(), event.genChi[1].eta(), event.genChi[1].phi()))
# Z
if hasattr(event, "genVBosons"):
if len(event.genVBosons) > 0:
self.GenZmass.Fill(event.genVBosons[0].mass())
self.GenZpt.Fill(event.genVBosons[0].pt())
self.GenZeta.Fill(event.genVBosons[0].eta())
# Higgs
if hasattr(event, "genHiggsBosons"):
if len(event.genHiggsBosons) > 0:
self.GenHmass.Fill(event.genHiggsBosons[0].mass())
self.GenHpt.Fill(event.genHiggsBosons[0].pt())
self.GenHeta.Fill(event.genHiggsBosons[0].eta())
# Leptons from Z
if hasattr(event, "genleps"):
if len(event.genleps) >= 2:
self.GenZdecay.Fill(abs(event.genleps[0].pdgId()))
self.GenZdR.Fill(deltaR(event.genleps[0].eta(), event.genleps[0].phi(), event.genleps[1].eta(), event.genleps[1].phi()))
i1, i2 = [0, 1] if event.genleps[0].pt() > event.genleps[1].pt() else [1, 0]
self.GenLepton1pt.Fill(event.genleps[i1].pt())
self.GenLepton1eta.Fill(event.genleps[i1].eta())
self.GenLepton2pt.Fill(event.genleps[i2].pt())
self.GenLepton2eta.Fill(event.genleps[i2].eta())
# b-quarks from Higgs
if hasattr(event, "genbquarks"):
if len(event.genbquarks) == 1:
self.GenBquark1pt.Fill(event.genbquarks[0].pt())
self.GenBquark1eta.Fill(event.genbquarks[0].eta())
elif len(event.genbquarks) >= 2:
self.GenHdecay.Fill(abs(event.genbquarks[0].pdgId()))
self.GenHdR.Fill(deltaR(event.genbquarks[0].eta(), event.genbquarks[0].phi(), event.genbquarks[1].eta(), event.genbquarks[1].phi()))
self.GenHdPhi.Fill(deltaPhi(event.genbquarks[0].phi(), event.genbquarks[1].phi()))
i1, i2 = [0, 1] if event.genbquarks[0].pt() > event.genbquarks[1].pt() else [1, 0]
self.GenBquark1pt.Fill(event.genbquarks[i1].pt())
self.GenBquark1eta.Fill(event.genbquarks[i1].eta())
self.GenBquark2pt.Fill(event.genbquarks[i2].pt())
self.GenBquark2eta.Fill(event.genbquarks[i2].eta())
return True
def process(self, event):
event.isZZh = False
self.ZZhCounter.Fill(0) # All
self.ZZhCounter.Fill(1) # Trigger
# Leptons >= 2
if not len(event.inclusiveLeptons)>=2:
return True
self.ZZhCounter.Fill(2) # Lep > 2
# Select first lepton
if not hasattr(event, "Z"):
return True
self.ZZhCounter.Fill(3) # Z cand
if event.Z.pt() < self.cfg_ana.Z_pt:
return True
self.ZZhCounter.Fill(4) # Z pT
if len(event.cleanFatJets)<1 or event.cleanFatJets[0].pt() < self.cfg_ana.fatjet_pt:
return True
self.ZZhCounter.Fill(5) # Jet pT
# Fill tree
event.isZZh = True
# Build candidates
# Higgs candidate
prunedJet = copy.deepcopy(event.cleanFatJets[0]) # Copy fatJet...
prunedJet.setMass(prunedJet.userFloat("ak8PFJetsCHSPrunedLinks")) # ... and set the mass to the pruned mass
theH = prunedJet.p4()
theH.charge = event.cleanFatJets[0].charge()
theH.deltaR = deltaR(event.cleanFatJets[0].subJet1.eta(), event.cleanFatJets[0].subJet1.phi(), event.cleanFatJets[0].subJet2.eta(), event.cleanFatJets[0].subJet2.phi()) if hasattr(event.cleanFatJets[0], "subJet2") else -1.
theH.deltaEta = abs(event.cleanFatJets[0].subJet1.eta() - event.cleanFatJets[0].subJet2.eta()) if hasattr(event.cleanFatJets[0], "subJet2") else -9.
theH.deltaPhi = deltaPhi(event.cleanFatJets[0].subJet1.phi(), event.cleanFatJets[0].subJet2.phi()) if hasattr(event.cleanFatJets[0], "subJet2") else -9.
theH.deltaPhi_met = deltaPhi(theH.phi(), event.met.phi())
theH.deltaPhi_jet1 = deltaPhi(theH.phi(), event.cleanFatJets[0].phi())
event.h = theH
# Zprime candidate
theA = event.Z + event.h
theA.charge = event.Z.charge + event.h.charge
theA.deltaR = deltaR(event.Z.eta(), event.Z.phi(), event.h.eta(), event.h.phi())
theA.deltaEta = abs(event.Z.eta() - event.h.eta())
theA.deltaPhi = deltaPhi(event.Z.phi(), event.h.phi())
theA.deltaPhi_met = deltaPhi(theA.phi(), event.met.phi())
theA.deltaPhi_jet1 = deltaPhi(theA.phi(), event.h.phi())
event.A = theA
# for j in event.cleanFatJets:
# j.deltaPhi_met = deltaPhi(j.phi(), event.met.phi())
# j.deltaPhi_jet1 = deltaPhi(j.phi(), event.cleanFatJets[0].phi())
# Estimate cuts
if event.Z.mass() > self.cfg_ana.Zmass_low and event.Z.mass() < self.cfg_ana.Zmass_high:
self.ZZhCounter.Fill(6) # Z mass
#if event.cleanFatJets[0].btag('combinedInclusiveSecondaryVertexV2BJetTags') > self.cfg_ana.fatJet_btag:
if event.cleanFatJets[0].nSubJets >= 1 and event.cleanFatJets[0].subJet1.btag('combinedInclusiveSecondaryVertexV2BJetTags') > self.cfg_ana.fatJet_btag_1:
self.ZZhCounter.Fill(7) # b-Jet1
if event.cleanFatJets[0].nSubJets >= 2 and event.cleanFatJets[0].subJet2.btag('combinedInclusiveSecondaryVertexV2BJetTags') > self.cfg_ana.fatJet_btag_2:
self.ZZhCounter.Fill(8) # b-Jet2
if event.cleanFatJets[0].userFloat("ak8PFJetsCHSPrunedLinks") > self.cfg_ana.fatJetMass_low and event.cleanFatJets[0].userFloat("ak8PFJetsCHSPrunedLinks") < self.cfg_ana.fatJetMass_high:
self.ZZhCounter.Fill(9) # h mass
if event.met.pt() < self.cfg_ana.met_pt:
self.ZZhCounter.Fill(10) # MET
return True
def computeQGvars(self):
#return immediately if qgvars already computed or if qgl is disabled
if not hasattr(self,"qgl_rho") or getattr(self,"hasQGVvars",False) :
return self
self.hasQGvars = True
jet = self
jet.mult = 0
sum_weight = 0.
sum_pt = 0.
sum_deta = 0.
sum_dphi = 0.
sum_deta2 = 0.
sum_detadphi = 0.
sum_dphi2 = 0.
for ii in range(0, jet.numberOfDaughters()) :
part = jet.daughter(ii)
if part.charge() == 0 : # neutral particles
if part.pt() < 1.: continue
else : # charged particles
if part.trackHighPurity()==False: continue
if part.fromPV()<=1: continue
jet.mult += 1
deta = part.eta() - jet.eta()
dphi = deltaPhi(part.phi(), jet.phi())
partPt = part.pt()
weight = partPt*partPt
sum_weight += weight
sum_pt += partPt
sum_deta += deta*weight
sum_dphi += dphi*weight
sum_deta2 += deta*deta*weight
sum_detadphi += deta*dphi*weight
sum_dphi2 += dphi*dphi*weight
a = 0.
b = 0.
c = 0.
if sum_weight > 0 :
jet.ptd = math.sqrt(sum_weight)/sum_pt
ave_deta = sum_deta/sum_weight
ave_dphi = sum_dphi/sum_weight
ave_deta2 = sum_deta2/sum_weight
ave_dphi2 = sum_dphi2/sum_weight
a = ave_deta2 - ave_deta*ave_deta
b = ave_dphi2 - ave_dphi*ave_dphi
c = -(sum_detadphi/sum_weight - ave_deta*ave_dphi)
else: jet.ptd = 0.
delta = math.sqrt(math.fabs((a-b)*(a-b)+4.*c*c))
if a+b-delta > 0: jet.axis2 = -math.log(math.sqrt(0.5*(a+b-delta)))
else: jet.axis2 = -1.
return jet
treeProducer= cfg.Analyzer(
class_object=AutoFillTreeProducer,
defaultFloatType = "F",
verbose=False,
vectorTree = True,
globalVariables = [
NTupleVariable("puWeightUp", lambda ev : getattr(ev,"puWeightPlus",1.), help="Pileup up variation",mcOnly=True),
NTupleVariable("puWeightDown", lambda ev : getattr(ev,"puWeightMinus",1.), help="Pileup down variation",mcOnly=True),
NTupleVariable("json", lambda ev : getattr(ev,"json",True), help="Passing json selection"),
NTupleVariable("json_silver", lambda ev : getattr(ev,"json_silver",True), help="Passing silver json selection"),
NTupleVariable("nPU0", lambda ev : [bx.nPU() for bx in ev.pileUpInfo if bx.getBunchCrossing()==0][0], help="nPU in BX=0",mcOnly=True),
NTupleVariable("nPVs", lambda ev : len(ev.goodVertices), help="total number of good PVs"),
NTupleVariable("Vtype", lambda ev : ev.Vtype, help="Event classification"),
NTupleVariable("VtypeSim", lambda ev : ev.VtypeSim, help="Event classification",mcOnly=True),
NTupleVariable("VMt", lambda ev : ev.V.goodMt, help="Transverse mass of the vector boson"),
NTupleVariable("HVdPhi", lambda ev : deltaPhi(ev.V.phi(),ev.H.phi()), help="Delta phi between Higgs and Z/W"),
NTupleVariable("fakeMET_sumet", lambda ev : ev.fakeMET.sumet, help="Fake SumET from Zmumu events removing muons"),
NTupleVariable("bx", lambda ev: ev.input.eventAuxiliary().bunchCrossing(), int, help="bunch crossing number"),
NTupleVariable("caloMetPt", lambda ev: ev.met.caloMETPt(), float, help="calo met pt "),
NTupleVariable("caloMetPhi", lambda ev: ev.met.caloMETPhi(), float, help="calo met phi"),
NTupleVariable("rho", lambda ev: ev.rho, float, help="kt6PFJets rho"),
NTupleVariable("rhoN", lambda ev: ev.rhoN, float, help="rho with neutrals only"),
NTupleVariable("rhoCHPU", lambda ev: ev.rhoCHPU, float, help="rho with charged pileup particles"),
NTupleVariable("rhoCentral", lambda ev: ev.rho, float, help="rho central"),
NTupleVariable("deltaR_jj", lambda ev: deltaR(ev.hJets[0].eta(),ev.hJets[0].phi(),ev.hJets[1].eta(),ev.hJets[1].phi()) if len(ev.hJets) > 1 else -1, float, help="deltaR higgsJets"),
NTupleVariable("lheNj", lambda ev: ev.lheNj, float,mcOnly=True, help="number of jets at LHE level"),
NTupleVariable("lheNb", lambda ev: ev.lheNb, float,mcOnly=True, help="number of b-jets at LHE level"),
NTupleVariable("lheNc", lambda ev: ev.lheNc, float,mcOnly=True, help="number of c-jets at LHE level"),
NTupleVariable("lheNg", lambda ev: ev.lheNg, float,mcOnly=True, help="number of gluon jets at LHE level"),
NTupleVariable("lheNl", lambda ev: ev.lheNl, float,mcOnly=True, help="number of light(uds) jets at LHE level"),
def deltaPhi(self):
return abs(deltaPhi(self.leg1.phi(),self.leg2.phi()))
def fillJetVariables(self, event):
for j in event.Jets + event.cleanJets + event.cleanFatJets:
j.deltaPhi_met = deltaPhi(j.phi(), event.met.phi())
j.deltaPhi_jet1 = deltaPhi(j.phi(), event.Jets[0].phi())
def process(self, event):
self.readCollections( event.input )
self.counters.counter('events').inc('all events')
event.bjetsLoose = [ j for j in event.cleanJets if j.btagWP("CSVv2IVFL") ]
event.bjetsMedium = [ j for j in event.cleanJets if j.btagWP("CSVv2IVFM") ]
import ROOT
## with Central Jets
objects25 = [ j for j in event.cleanJets if j.pt() > 25 ] + event.selectedLeptons
objects30 = [ j for j in event.cleanJets if j.pt() > 30 ] + event.selectedLeptons
objects40 = [ j for j in event.cleanJets if j.pt() > 40 ] + event.selectedLeptons
objectsX = [ j for j in event.cleanJets if j.pt() > self.jetPt ] + event.selectedLeptons
objects30j = [ j for j in event.cleanJets if j.pt() > 30 ]
objects40j = [ j for j in event.cleanJets if j.pt() > 40 ]
objects50j = [ j for j in event.cleanJets if j.pt() > 50 ]
objectsXj = [ j for j in event.cleanJets if j.pt() > self.jetPt ]
objects40j10l = [ j for j in event.cleanJets if j.pt() > 40 ] + [ l for l in event.selectedLeptons if l.pt() > 10 ]
objects40j10l.sort(key = lambda obj : obj.pt(), reverse = True)
objectsXj10l = [ j for j in event.cleanJets if j.pt() > self.jetPt ] + [ l for l in event.selectedLeptons if l.pt() > 10 ]
objectsXj10l.sort(key = lambda obj : obj.pt(), reverse = True)
objects40j10l5t = []
if hasattr(event, 'selectedIsoCleanTrack'):
objects40j10l5t = [ j for j in event.cleanJets if j.pt() > 40 ] + [ l for l in event.selectedLeptons if l.pt() > 10 ] + [ t for t in event.selectedIsoCleanTrack ]
objects40j10l5t.sort(key = lambda obj : obj.pt(), reverse = True)
objectsXj10l5t = []
if hasattr(event, 'selectedIsoCleanTrack'):
objectsXj10l5t = [ j for j in event.cleanJets if j.pt() > self.jetPt ] + [ l for l in event.selectedLeptons if l.pt() > 10 ] + [ t for t in event.selectedIsoCleanTrack ]
objectsXj10l5t.sort(key = lambda obj : obj.pt(), reverse = True)
event.htJet25 = sum([x.pt() for x in objects25])
event.mhtJet25vec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objects25])) , -1.*(sum([x.py() for x in objects25])), 0, 0 )
event.mhtPhiJet25 = event.mhtJet25vec.phi()
event.mhtJet25 = event.mhtJet25vec.pt()
event.htJet30 = sum([x.pt() for x in objects30])
event.mhtJet30vec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objects30])) , -1.*(sum([x.py() for x in objects30])), 0, 0 )
event.mhtJet30 = event.mhtJet30vec.pt()
event.mhtPhiJet30 = event.mhtJet30vec.phi()
event.htJet40 = sum([x.pt() for x in objects40])
event.mhtJet40vec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objects40])) , -1.*(sum([x.py() for x in objects40])), 0, 0 )
event.mhtJet40 = event.mhtJet40vec.pt()
event.mhtPhiJet40 = event.mhtJet40vec.phi()
event.htJetX = sum([x.pt() for x in objectsX])
event.mhtJetXvec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objectsX])) , -1.*(sum([x.py() for x in objectsX])), 0, 0 )
event.mhtJetX = event.mhtJetXvec.pt()
event.mhtPhiJetX = event.mhtJetXvec.phi()
event.htJet30j = sum([x.pt() for x in objects30j])
event.htJet40j = sum([x.pt() for x in objects40j])
event.mhtJet40jvec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objects40j])) , -1.*(sum([x.py() for x in objects40j])), 0, 0 )
event.mhtJet40j = event.mhtJet40jvec.pt()
event.mhtPhiJet40j = event.mhtJet40jvec.phi()
event.htJet50j = sum([x.pt() for x in objects50j])
event.mhtJet50jvec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objects50j])) , -1.*(sum([x.py() for x in objects50j])), 0, 0 )
event.mhtJet50j = event.mhtJet50jvec.pt()
event.mhtPhiJet50j = event.mhtJet50jvec.phi()
event.htJetXj = sum([x.pt() for x in objectsXj])
event.mhtJetXjvec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objectsXj])) , -1.*(sum([x.py() for x in objectsXj])), 0, 0 )
event.mhtJetXj = event.mhtJetXjvec.pt()
event.mhtPhiJetXj = event.mhtJetXjvec.phi()
#Make 40 and 50 GeV HTs from cleanGenJets
if self.cfg_comp.isMC:
genObjects40j = [j for j in event.cleanGenJets if j.pt()>40]
genObjects50j = [j for j in event.cleanGenJets if j.pt()>50]
genObjectsXj = [j for j in event.cleanGenJets if j.pt()>self.jetPt]
event.htGenJet40j = sum([x.pt() for x in genObjects40j])
event.mhtGenJet40jvec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in genObjects40j])) , -1.*(sum([x.py() for x in genObjects40j])), 0, 0 )
event.mhtGenJet40j = event.mhtGenJet40jvec.pt()
event.mhtPhiGenJet40j = event.mhtGenJet40jvec.phi()
event.htGenJet50j = sum([x.pt() for x in genObjects50j])
event.mhtGenJet50jvec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in genObjects50j])) , -1.*(sum([x.py() for x in genObjects50j])), 0, 0 )
event.mhtGenJet50j = event.mhtGenJet50jvec.pt()
event.mhtPhiGenJet50j = event.mhtGenJet50jvec.phi()
event.htGenJetXj = sum([x.pt() for x in genObjectsXj])
event.mhtGenJetXjvec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in genObjectsXj])) , -1.*(sum([x.py() for x in genObjectsXj])), 0, 0 )
event.mhtGenJetXj = event.mhtGenJetXjvec.pt()
event.mhtPhiGenJetXj = event.mhtGenJetXjvec.phi()
event.htJet40j10l = sum([x.pt() for x in objects40j10l])
event.mhtJet40j10lvec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objects40j10l])) , -1.*(sum([x.py() for x in objects40j10l])), 0, 0 )
event.mhtJet40j10l = event.mhtJet40j10lvec.pt()
event.mhtPhiJet40j10l = event.mhtJet40j10lvec.phi()
event.htJetXj10l = sum([x.pt() for x in objectsXj10l])
event.mhtJetXj10lvec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objectsXj10l])) , -1.*(sum([x.py() for x in objectsXj10l])), 0, 0 )
event.mhtJetXj10l = event.mhtJetXj10lvec.pt()
event.mhtPhiJetXj10l = event.mhtJetXj10lvec.phi()
event.htJet40j10l5t = sum([x.pt() for x in objects40j10l5t])
event.mhtJet40j10l5tvec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objects40j10l5t])) , -1.*(sum([x.py() for x in objects40j10l5t])), 0, 0 )
event.mhtJet40j10l5t = event.mhtJet40j10l5tvec.pt()
event.mhtPhiJet40j10l5t = event.mhtJet40j10l5tvec.phi()
event.htJetXj10l5t = sum([x.pt() for x in objectsXj10l5t])
event.mhtJetXj10l5tvec = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objectsXj10l5t])) , -1.*(sum([x.py() for x in objectsXj10l5t])), 0, 0 )
event.mhtJetXj10l5t = event.mhtJetXj10l5tvec.pt()
event.mhtPhiJetXj10l5t = event.mhtJetXj10l5tvec.phi()
## same but with all eta range
objects25a = [ j for j in event.cleanJetsAll if j.pt() > 25 ] + event.selectedLeptons
objects30a = [ j for j in event.cleanJetsAll if j.pt() > 30 ] + event.selectedLeptons
objects40a = [ j for j in event.cleanJetsAll if j.pt() > 40 ] + event.selectedLeptons
objectsXa = [ j for j in event.cleanJetsAll if j.pt() > self.jetPt ] + event.selectedLeptons
objects40ja = [ j for j in event.cleanJetsAll if j.pt() > 40 ]
objectsXja = [ j for j in event.cleanJetsAll if j.pt() > self.jetPt ]
objects40ja10l5t = []
if hasattr(event, 'selectedIsoCleanTrack'):
objects40ja10l5t = [ j for j in event.cleanJetsAll if j.pt() > 40 ] + [ l for l in event.selectedLeptons if l.pt() > 10 ] + [ t for t in event.selectedIsoCleanTrack ]
objects40ja10l5t.sort(key = lambda obj : obj.pt(), reverse = True)
objects40ja10l = [ j for j in event.cleanJetsAll if j.pt() > 40 ] + [ l for l in event.selectedLeptons if l.pt() > 10 ]
objects40ja10l.sort(key = lambda obj : obj.pt(), reverse = True)
objectsXja10l5t = []
if hasattr(event, 'selectedIsoCleanTrack'):
objectsXja10l5t = [ j for j in event.cleanJetsAll if j.pt() > self.jetPt ] + [ l for l in event.selectedLeptons if l.pt() > 10 ] + [ t for t in event.selectedIsoCleanTrack ]
objectsXja10l5t.sort(key = lambda obj : obj.pt(), reverse = True)
objects40ja10l = [ j for j in event.cleanJetsAll if j.pt() > 40 ] + [ l for l in event.selectedLeptons if l.pt() > 10 ]
objects40ja10l.sort(key = lambda obj : obj.pt(), reverse = True)
objectsXja10l = [ j for j in event.cleanJetsAll if j.pt() > self.jetPt ] + [ l for l in event.selectedLeptons if l.pt() > 10 ]
objectsXja10l.sort(key = lambda obj : obj.pt(), reverse = True)
event.htJet25a = sum([x.pt() for x in objects25a])
event.mhtJet25veca = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objects25a])) , -1.*(sum([x.py() for x in objects25a])), 0, 0 )
event.mhtPhiJet25a = event.mhtJet25veca.phi()
event.mhtJet25a = event.mhtJet25veca.pt()
event.htJet30a = sum([x.pt() for x in objects30a])
event.mhtJet30veca = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objects30a])) , -1.*(sum([x.py() for x in objects30a])), 0, 0 )
event.mhtJet30a = event.mhtJet30veca.pt()
event.mhtPhiJet30a = event.mhtJet30veca.phi()
event.htJet40a = sum([x.pt() for x in objects40a])
event.mhtJet40veca = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objects40a])) , -1.*(sum([x.py() for x in objects40a])), 0, 0 )
event.mhtJet40a = event.mhtJet40veca.pt()
event.mhtPhiJet40a = event.mhtJet40veca.phi()
event.htJetXa = sum([x.pt() for x in objectsXa])
event.mhtJetXveca = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objectsXa])) , -1.*(sum([x.py() for x in objectsXa])), 0, 0 )
event.mhtJetXa = event.mhtJetXveca.pt()
event.mhtPhiJetXa = event.mhtJetXveca.phi()
event.htJet40ja = sum([x.pt() for x in objects40ja])
event.mhtJet40jveca = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objects40ja])) , -1.*(sum([x.py() for x in objects40ja])), 0, 0 )
event.mhtJet40ja = event.mhtJet40jveca.pt()
event.mhtPhiJet40ja = event.mhtJet40jveca.phi()
event.htJetXja = sum([x.pt() for x in objectsXja])
event.mhtJetXjveca = ROOT.reco.Particle.LorentzVector(-1.*(sum([x.px() for x in objectsXja])) , -1.*(sum([x.py() for x in objectsXja])), 0, 0 )
event.mhtJetXja = event.mhtJetXjveca.pt()
event.mhtPhiJetXja = event.mhtJetXjveca.phi()
#For the vertex related variables
#A = selectedLeptons[0], B = selectedLeptons[1], C = selectedLeptons[2], D = selectedLeptons[3]
nlep = len(event.selectedLeptons)
##Variables related to IP
#Of one lepton w.r.t. the PV of the event
event.absIP3DA = absIP3D(event.selectedLeptons[0],event.goodVertices[0] if len(event.goodVertices)>0 else event.vertices[0]) if nlep > 0 else (-1,-1)
event.absIP3DB = absIP3D(event.selectedLeptons[1],event.goodVertices[0] if len(event.goodVertices)>0 else event.vertices[0]) if nlep > 1 else (-1,-1)
event.absIP3DC = absIP3D(event.selectedLeptons[2],event.goodVertices[0] if len(event.goodVertices)>0 else event.vertices[0]) if nlep > 2 else (-1,-1)
event.absIP3DD = absIP3D(event.selectedLeptons[3],event.goodVertices[0] if len(event.goodVertices)>0 else event.vertices[0]) if nlep > 3 else (-1,-1)
#Of one lepton w.r.t. the PV of the PV of the other leptons only
event.absIP3DApvBC = absIP3Dtrkpvtrks(event.selectedLeptons[0],event.selectedLeptons[1],event.selectedLeptons[2],event.selectedLeptons[0],3,0) if nlep > 2 else (-1,-1)
event.absIP3DBpvAC = absIP3Dtrkpvtrks(event.selectedLeptons[0],event.selectedLeptons[1],event.selectedLeptons[2],event.selectedLeptons[0],3,1) if nlep > 2 else (-1,-1)
event.absIP3DCpvAB = absIP3Dtrkpvtrks(event.selectedLeptons[0],event.selectedLeptons[1],event.selectedLeptons[2],event.selectedLeptons[0],3,2) if nlep > 2 else (-1,-1)
event.absIP3DApvBCD = absIP3Dtrkpvtrks(event.selectedLeptons[0],event.selectedLeptons[1],event.selectedLeptons[2],event.selectedLeptons[3],4,0) if nlep > 3 else (-1,-1)
event.absIP3DBpvACD = absIP3Dtrkpvtrks(event.selectedLeptons[0],event.selectedLeptons[1],event.selectedLeptons[2],event.selectedLeptons[3],4,1) if nlep > 3 else (-1,-1)
event.absIP3DCpvABD = absIP3Dtrkpvtrks(event.selectedLeptons[0],event.selectedLeptons[1],event.selectedLeptons[2],event.selectedLeptons[3],4,2) if nlep > 3 else (-1,-1)
event.absIP3DDpvABC = absIP3Dtrkpvtrks(event.selectedLeptons[0],event.selectedLeptons[1],event.selectedLeptons[2],event.selectedLeptons[3],4,3) if nlep > 3 else (-1,-1)
##Variables related to chi2
#Chi2 of all the good leptons of the event but one lepton
event.chi2pvtrksBCbutA = chi2pvtrks(event.selectedLeptons[1],event.selectedLeptons[2],event.selectedLeptons[1],event.selectedLeptons[1],2) if nlep > 2 else (-1,-1)
event.chi2pvtrksACbutB = chi2pvtrks(event.selectedLeptons[0],event.selectedLeptons[2],event.selectedLeptons[0],event.selectedLeptons[0],2) if nlep > 2 else (-1,-1)
event.chi2pvtrksABbutC = chi2pvtrks(event.selectedLeptons[0],event.selectedLeptons[1],event.selectedLeptons[0],event.selectedLeptons[0],2) if nlep > 2 else (-1,-1)
event.chi2pvtrksBCDbutA = chi2pvtrks(event.selectedLeptons[1],event.selectedLeptons[2],event.selectedLeptons[3],event.selectedLeptons[1],3) if nlep > 3 else (-1,-1)
event.chi2pvtrksACDbutB = chi2pvtrks(event.selectedLeptons[0],event.selectedLeptons[2],event.selectedLeptons[3],event.selectedLeptons[0],3) if nlep > 3 else (-1,-1)
event.chi2pvtrksABDbutC = chi2pvtrks(event.selectedLeptons[0],event.selectedLeptons[1],event.selectedLeptons[3],event.selectedLeptons[0],3) if nlep > 3 else (-1,-1)
event.chi2pvtrksABCbutD = chi2pvtrks(event.selectedLeptons[0],event.selectedLeptons[1],event.selectedLeptons[2],event.selectedLeptons[0],3) if nlep > 3 else (-1,-1)
self.makeZs(event, self.maxLeps)
self.makeMlls(event, self.maxLeps)
self.makeLepPtRel(event)
# look for minimal deltaPhi between MET and four leading jets with pt>40 and eta<2.4
event.deltaPhiMin_had = 999.
for n,j in enumerate(objects40ja):
if n>3: break
thisDeltaPhi = abs( deltaPhi( j.phi(), event.met.phi() ) )
if thisDeltaPhi < event.deltaPhiMin_had : event.deltaPhiMin_had = thisDeltaPhi
event.deltaPhiMin = 999.
for n,j in enumerate(objects40ja10l5t):
if n>3: break
thisDeltaPhi = abs( deltaPhi( j.phi(), event.met.phi() ) )
if thisDeltaPhi < event.deltaPhiMin : event.deltaPhiMin = thisDeltaPhi
event.deltaPhiMin_Xj_had = 999.
for n,j in enumerate(objectsXja):
if n>3: break
thisDeltaPhi = abs( deltaPhi( j.phi(), event.met.phi() ) )
if thisDeltaPhi < event.deltaPhiMin_Xj_had : event.deltaPhiMin_Xj_had = thisDeltaPhi
event.deltaPhiMin_Xj = 999.
for n,j in enumerate(objectsXja10l5t):
if n>3: break
thisDeltaPhi = abs( deltaPhi( j.phi(), event.met.phi() ) )
if thisDeltaPhi < event.deltaPhiMin_Xj : event.deltaPhiMin_Xj = thisDeltaPhi
for lep in event.selectedLeptons:
lep.mvaValueTTH = self.leptonMVATTH(lep)
for lep in event.inclusiveLeptons:
if lep not in event.selectedLeptons:
lep.mvaValueTTH = self.leptonMVATTH(lep)
# absolute value of the vectorial difference between met and mht
diffMetMht_had_vec = ROOT.reco.Particle.LorentzVector(event.mhtJet40jvec.px()-event.met.px(), event.mhtJet40jvec.py()-event.met.py(), 0, 0 )
event.diffMetMht_had = sqrt( diffMetMht_had_vec.px()*diffMetMht_had_vec.px() + diffMetMht_had_vec.py()*diffMetMht_had_vec.py() )
diffMetMht_vec = ROOT.reco.Particle.LorentzVector(event.mhtJet40j10l5tvec.px()-event.met.px(), event.mhtJet40j10l5tvec.py()-event.met.py(), 0, 0 )
event.diffMetMht = sqrt( diffMetMht_vec.px()*diffMetMht_vec.px() + diffMetMht_vec.py()*diffMetMht_vec.py() )
diffMetMht_Xj_had_vec = ROOT.reco.Particle.LorentzVector(event.mhtJetXjvec.px()-event.met.px(), event.mhtJetXjvec.py()-event.met.py(), 0, 0 )
event.diffMetMht_Xj_had = sqrt( diffMetMht_Xj_had_vec.px()*diffMetMht_Xj_had_vec.px() + diffMetMht_Xj_had_vec.py()*diffMetMht_Xj_had_vec.py() )
diffMetMht_Xj_vec = ROOT.reco.Particle.LorentzVector(event.mhtJetXj10l5tvec.px()-event.met.px(), event.mhtJetXj10l5tvec.py()-event.met.py(), 0, 0 )
event.diffMetMht_Xj = sqrt( diffMetMht_Xj_vec.px()*diffMetMht_Xj_vec.px() + diffMetMht_Xj_vec.py()*diffMetMht_Xj_vec.py() )
###
#Make Biased DPhi
event.biasedDPhi = -999
self.makeBiasedDPhi(event)
return True
Variable('pzeta_met', lambda dil : dil.pZetaMET()),
Variable('pzeta_vis', lambda dil : dil.pZetaVis()),
Variable('pzeta_disc', lambda dil : dil.pZetaDisc()),
Variable('mt', lambda dil : dil.mTLeg1()),
Variable('mt_leg2', lambda dil : dil.mTLeg2()),
Variable('mt_leg1', lambda dil : dil.mTLeg1()),
Variable('met_cov00', lambda dil : dil.mvaMetSig(0, 0) if dil.mvaMetSig else 0.),
Variable('met_cov01', lambda dil : dil.mvaMetSig(0, 1) if dil.mvaMetSig else 0.),
Variable('met_cov10', lambda dil : dil.mvaMetSig(1, 0) if dil.mvaMetSig else 0.),
Variable('met_cov11', lambda dil : dil.mvaMetSig(1, 1) if dil.mvaMetSig else 0.),
Variable('met_phi', lambda dil : dil.met().phi()),
Variable('met_px', lambda dil : dil.met().px()),
Variable('met_py', lambda dil : dil.met().py()),
Variable('met_pt', lambda dil : dil.met().pt()),
Variable('pthiggs', lambda dil : (dil.leg1().p4() + dil.leg2().p4() + dil.met().p4()).pt()),
Variable('delta_phi_l1_l2', lambda dil : deltaPhi(dil.leg1().phi(), dil.leg2().phi())),
Variable('delta_eta_l1_l2', lambda dil : abs(dil.leg1().eta() - dil.leg2().eta())),
Variable('delta_r_l1_l2', lambda dil : deltaR(dil.leg1().eta(), dil.leg1().phi(), dil.leg2().eta(), dil.leg2().phi())),
Variable('delta_phi_l1_met', lambda dil : deltaPhi(dil.leg2().phi(), dil.met().phi())),
Variable('delta_phi_l2_met', lambda dil : deltaPhi(dil.leg1().phi(), dil.met().phi())),
]
# generic particle
particle_vars = [
Variable('pt', lambda p: p.pt()),
Variable('eta', lambda p: p.eta()),
Variable('phi', lambda p: p.phi()),
Variable('charge', lambda p: p.charge() if hasattr(p, 'charge') else 0), # charge may be non-integer for gen particles
Variable('mass', lambda p: p.mass()),
]
mcOnly=True),
NTupleVariable("nPVs",
lambda ev: len(ev.goodVertices),
help="total number of good PVs"),
NTupleVariable("Vtype",
lambda ev: ev.Vtype,
help="Event classification"),
NTupleVariable("VtypeSim",
lambda ev: ev.VtypeSim,
help="Event classification",
mcOnly=True),
NTupleVariable("VMt",
lambda ev: ev.V.goodMt,
help="Transverse mass of the vector boson"),
NTupleVariable("HVdPhi",
lambda ev: deltaPhi(ev.V.phi(), ev.H.phi()),
help="Delta phi between Higgs and Z/W"),
NTupleVariable("fakeMET_sumet",
lambda ev: ev.fakeMET.sumet,
help="Fake SumET from Zmumu events removing muons"),
NTupleVariable("bx",
lambda ev: ev.input.eventAuxiliary().bunchCrossing(),
int,
help="bunch crossing number"),
NTupleVariable("caloMetPt",
lambda ev: ev.met.caloMETPt(),
float,
help="calo met pt "),
NTupleVariable("caloMetPhi",
lambda ev: ev.met.caloMETPhi(),
float,
def process(self, event):
event.isZZh = False
# self.genAnalysis(event)
self.ZZhCounter.Fill(-1) # All
self.ZZhCounter.Fill(0) # Trigger
# Leptons >= 2
if not len(event.inclusiveLeptons)>=2:
return True
self.ZZhCounter.Fill(1) # Lep > 2
# Select first lepton
if not hasattr(event, "Z"):
return True
self.ZZhCounter.Fill(2) # Z cand
if len(event.cleanJetsAK8)<1 or event.cleanJetsAK8[0].pt() < self.cfg_ana.fatjet_pt or len(event.cleanJetsAK8[0].subjets('SoftDrop')) < 2:
return True
self.ZZhCounter.Fill(3) # Jet pT
if event.Z.pt() < self.cfg_ana.Z_pt:
return True
self.ZZhCounter.Fill(4) # Z pT
# Fill tree
event.isZZh = True
# Build candidates
if not hasattr(event, "SubJets"): event.SubJets = event.cleanJetsAK8[0].subjets('SoftDrop')
# Higgs candidate
theH = event.cleanJetsAK8[0].p4()
theH.charge = event.cleanJetsAK8[0].charge()
theH.deltaR = deltaR(event.SubJets[0].eta(), event.SubJets[0].phi(), event.SubJets[1].eta(), event.SubJets[1].phi())
theH.deltaEta = abs(event.SubJets[0].eta() - event.SubJets[1].eta())
theH.deltaPhi = deltaPhi(event.SubJets[0].phi(), event.SubJets[1].phi())
theH.deltaPhi_met = deltaPhi(theH.phi(), event.met.phi())
theH.deltaPhi_jet1 = deltaPhi(theH.phi(), event.cleanJetsAK8[0].phi())
event.H = theH
# Zprime candidate
theA = event.Z + event.H
theA.charge = event.Z.charge + event.H.charge
theA.deltaR = deltaR(event.Z.eta(), event.Z.phi(), event.H.eta(), event.H.phi())
theA.deltaEta = abs(event.Z.eta() - event.H.eta())
theA.deltaPhi = deltaPhi(event.Z.phi(), event.H.phi())
theA.deltaPhi_met = deltaPhi(theA.phi(), event.met.phi())
theA.deltaPhi_jet1 = deltaPhi(theA.phi(), event.H.phi())
event.A = theA
for j in event.cleanJetsAK8:
j.deltaPhi_met = deltaPhi(j.phi(), event.met.phi())
j.deltaPhi_jet1 = deltaPhi(j.phi(), event.cleanJetsAK8[0].phi())
# Estimate cuts
if event.Z.mass() > self.cfg_ana.Zmass_low and event.Z.mass() < self.cfg_ana.Zmass_high:
self.ZZhCounter.Fill(5) # Z mass
if event.cleanJetsAK8[0].userFloat(self.cfg_ana.fatjet_mass_algo) > self.cfg_ana.fatjet_mass_low and event.cleanJetsAK8[0].userFloat(self.cfg_ana.fatjet_mass_algo) < self.cfg_ana.fatjet_mass_high:
self.ZZhCounter.Fill(6) # h mass
if event.met.pt() < self.cfg_ana.met_pt:
self.ZZhCounter.Fill(7) # MET
#if event.cleanJetsAK8[0].btag('combinedInclusiveSecondaryVertexV2BJetTags') > self.cfg_ana.fatJet_btag:
if event.cleanJetsAK8[0].subjets('SoftDrop')[0].bDiscriminator('pfCombinedInclusiveSecondaryVertexV2BJetTags') > self.cfg_ana.fatjet_btag_1:
self.ZZhCounter.Fill(8) # b-Jet1
if event.cleanJetsAK8[0].subjets('SoftDrop')[1].bDiscriminator('pfCombinedInclusiveSecondaryVertexV2BJetTags') > self.cfg_ana.fatjet_btag_2:
self.ZZhCounter.Fill(9) # b-Jet2
return True
def computeQGvars(self):
#return immediately if qgvars already computed or if qgl is disabled
if not hasattr(self, "qgl_rho") or getattr(self, "hasQGVvars", False):
return self
self.hasQGvars = True
jet = self
jet.mult = 0
sum_weight = 0.
sum_pt = 0.
sum_deta = 0.
sum_dphi = 0.
sum_deta2 = 0.
sum_detadphi = 0.
sum_dphi2 = 0.
for ii in range(0, jet.numberOfDaughters()):
part = jet.daughter(ii)
if part.charge() == 0: # neutral particles
if part.pt() < 1.: continue
else: # charged particles
if part.trackHighPurity() == False: continue
if part.fromPV() <= 1: continue
jet.mult += 1
deta = part.eta() - jet.eta()
dphi = deltaPhi(part.phi(), jet.phi())
partPt = part.pt()
weight = partPt * partPt
sum_weight += weight
sum_pt += partPt
sum_deta += deta * weight
sum_dphi += dphi * weight
sum_deta2 += deta * deta * weight
sum_detadphi += deta * dphi * weight
sum_dphi2 += dphi * dphi * weight
a = 0.
b = 0.
c = 0.
if sum_weight > 0:
jet.ptd = math.sqrt(sum_weight) / sum_pt
ave_deta = sum_deta / sum_weight
ave_dphi = sum_dphi / sum_weight
ave_deta2 = sum_deta2 / sum_weight
ave_dphi2 = sum_dphi2 / sum_weight
a = ave_deta2 - ave_deta * ave_deta
b = ave_dphi2 - ave_dphi * ave_dphi
c = -(sum_detadphi / sum_weight - ave_deta * ave_dphi)
else:
jet.ptd = 0.
delta = math.sqrt(math.fabs((a - b) * (a - b) + 4. * c * c))
if a + b - delta > 0:
jet.axis2 = -math.log(math.sqrt(0.5 * (a + b - delta)))
else:
jet.axis2 = -1.
return jet
def makeZllObjects(self, event):
import ROOT
vetoLeptons = [ l for l in event.selectedLeptons if l.pt() > 10 and abs(l.eta()) < 2.5 ]
# MET + zll
event.zll_ht = -999.
event.zll_deltaPhiMin = -999.
event.zll_met_pt = -999.
event.zll_met_phi = -999.
event.zll_diffMetMht = -999.
event.zll_mhtJet40j = -999.
event.zll_mhtPhiJet40j = -999.
event.zll_p4 = ROOT.reco.Particle.LorentzVector( 0, 0, 0, 0 )
event.zll_ht_Xj = -999.
event.zll_deltaPhiMin_Xj = -999.
event.zll_diffMetMht_Xj = -999.
event.zll_mhtJetXj = -999.
event.zll_mhtPhiJetXj = -999.
if len(vetoLeptons)==2:
event.zll_met = ROOT.reco.Particle.LorentzVector( event.met.px(), event.met.py(), 0, 0 )
for l in vetoLeptons:
event.zll_met = ROOT.reco.Particle.LorentzVector( event.zll_met.px() + l.px(), event.zll_met.py() + l.py() , 0, 0 )
event.zll_met_pt = event.zll_met.pt()
event.zll_met_phi = event.zll_met.phi()
# defining mht as hadronic mht
event.zll_mhtJet40j = event.mhtJet40j
event.zll_mhtPhiJet40j = event.mhtPhiJet40j
event.zll_mhtJetXj = event.mhtJetXj
event.zll_mhtPhiJetXj = event.mhtPhiJetXj
# look for minimal deltaPhi between MET and four leading jets with pt>40 and |eta|<2.4
event.zll_deltaPhiMin = 999.
objects40jc = [ j for j in event.cleanJets if j.pt() > 40 and abs(j.eta())<2.5 ]
objects40ja = [ j for j in event.cleanJets if j.pt() > 40]
event.zll_ht = sum([x.pt() for x in objects40jc])
for n,j in enumerate(objects40ja):
if n>3: break
thisDeltaPhi = abs( deltaPhi( j.phi(), event.zll_met.phi() ) )
if thisDeltaPhi < event.zll_deltaPhiMin : event.zll_deltaPhiMin = thisDeltaPhi
event.zll_deltaPhiMin_Xj = 999.
objectsXjc = [ j for j in event.cleanJets if j.pt() > self.jetPt and abs(j.eta())<2.5 ]
objectsXja = [ j for j in event.cleanJets if j.pt() > self.jetPt]
event.zll_ht_Xj = sum([x.pt() for x in objectsXjc])
for n,j in enumerate(objectsXja):
if n>3: break
thisDeltaPhi = abs( deltaPhi( j.phi(), event.zll_met.phi() ) )
if thisDeltaPhi < event.zll_deltaPhiMin_Xj : event.zll_deltaPhiMin_Xj = thisDeltaPhi
# absolute value of the vectorial difference between met and mht
zll_diffMetMht_vec = ROOT.reco.Particle.LorentzVector(event.mhtJet40jvec.px()-event.zll_met.px(), event.mhtJet40jvec.py()-event.zll_met.py(), 0, 0 )
event.zll_diffMetMht = sqrt( zll_diffMetMht_vec.px()*zll_diffMetMht_vec.px() + zll_diffMetMht_vec.py()*zll_diffMetMht_vec.py() )
zll_diffMetMht_Xj_vec = ROOT.reco.Particle.LorentzVector(event.mhtJetXjvec.px()-event.zll_met.px(), event.mhtJetXjvec.py()-event.zll_met.py(), 0, 0 )
event.zll_diffMetMht_Xj = sqrt( zll_diffMetMht_Xj_vec.px()*zll_diffMetMht_Xj_vec.px() + zll_diffMetMht_Xj_vec.py()*zll_diffMetMht_Xj_vec.py() )
# di-lepton invariant mass
for l in vetoLeptons:
event.zll_p4 += l.p4()
