analyzers/objects/LeptonAnalyzer.py

0001 from builtins import range
0002 from PhysicsTools.Heppy.analyzers.core.Analyzer import Analyzer
0003 from PhysicsTools.Heppy.analyzers.core.AutoHandle import AutoHandle
0004 from PhysicsTools.Heppy.physicsobjects.Electron import Electron
0005 from PhysicsTools.Heppy.physicsobjects.Muon import Muon
0006 #from CMGTools.TTHAnalysis.tools.EfficiencyCorrector import EfficiencyCorrector
0007
0008 from PhysicsTools.HeppyCore.utils.deltar import bestMatch
0009 from PhysicsTools.Heppy.physicsutils.RochesterCorrections import rochcor
0010 from PhysicsTools.Heppy.physicsutils.MuScleFitCorrector   import MuScleFitCorr
0011 from PhysicsTools.Heppy.physicsutils.KalmanMuonCorrector   import KalmanMuonCorrector
0012 from PhysicsTools.Heppy.physicsutils.ElectronCalibrator import Run2ElectronCalibrator
0013 #from CMGTools.TTHAnalysis.electronCalibrator import ElectronCalibrator
0014 import PhysicsTools.HeppyCore.framework.config as cfg
0015 from PhysicsTools.HeppyCore.utils.deltar import *
0016 from PhysicsTools.Heppy.physicsutils.genutils import *
0017
0018
0019 from ROOT import heppy
0020 cmgMuonCleanerBySegments = heppy.CMGMuonCleanerBySegmentsAlgo()
0021
0022 class LeptonAnalyzer( Analyzer ):
0023
0024
0025     def __init__(self, cfg_ana, cfg_comp, looperName ):
0026         super(LeptonAnalyzer,self).__init__(cfg_ana,cfg_comp,looperName)
0027         if hasattr(self.cfg_ana, 'doMuScleFitCorrections'):
0028             raise RuntimeError("doMuScleFitCorrections is not supported. Please set instead doMuonScaleCorrections = ( 'MuScleFit', <name> )")
0029         if hasattr(self.cfg_ana, 'doRochesterCorrections'):
0030             raise RuntimeError("doRochesterCorrections is not supported. Please set instead doMuonScaleCorrections = ( 'Rochester', <name> )")
0031         if self.cfg_ana.doMuonScaleCorrections:
0032             algo, options = self.cfg_ana.doMuonScaleCorrections
0033             if algo == "Kalman":
0034                 corr = options['MC' if self.cfg_comp.isMC else 'Data']
0035                 self.muonScaleCorrector = KalmanMuonCorrector(corr,
0036                                                     self.cfg_comp.isMC,
0037                                                     options['isSync'] if 'isSync' in options else False,
0038                                                     options['smearMode'] if 'smearMode' in options else "ebe")
0039             elif algo == "Rochester":
0040                 print("WARNING: the Rochester correction in heppy is still from Run 1")
0041                 self.muonScaleCorrector = RochesterCorrections()
0042             elif algo == "MuScleFit":
0043                 print("WARNING: the MuScleFit correction in heppy is still from Run 1 (and probably no longer functional)")
0044                 if options not in [ "prompt", "prompt-sync", "rereco", "rereco-sync" ]:
0045                     raise RuntimeError('MuScleFit correction name must be one of [ "prompt", "prompt-sync", "rereco", "rereco-sync" ] ')
0046                     rereco = ("prompt" not in self.cfg_ana.doMuScleFitCorrections)
0047                     sync   = ("sync"       in self.cfg_ana.doMuScleFitCorrections)
0048                     self.muonScaleCorrector = MuScleFitCorr(cfg_comp.isMC, rereco, sync)
0049             else: raise RuntimeError("Unknown muon scale correction algorithm")
0050         else:
0051             self.muonScaleCorrector = None
0052     #FIXME: only Embedded works
0053         if self.cfg_ana.doElectronScaleCorrections:
0054             conf = cfg_ana.doElectronScaleCorrections
0055             self.electronEnergyCalibrator = Run2ElectronCalibrator(
0056                 conf['data'],
0057                 conf['GBRForest'],
0058                 cfg_comp.isMC,
0059                 conf['isSync'] if 'isSync' in conf else False,
0060             )
0061 #        if hasattr(cfg_comp,'efficiency'):
0062 #            self.efficiency= EfficiencyCorrector(cfg_comp.efficiency)
0063         # Isolation cut
0064         if hasattr(cfg_ana, 'loose_electron_isoCut'):
0065             self.eleIsoCut = cfg_ana.loose_electron_isoCut
0066         else:
0067             self.eleIsoCut = lambda ele : (
0068                     ele.relIso03 <= self.cfg_ana.loose_electron_relIso and
0069                     ele.absIso03 <  getattr(self.cfg_ana,'loose_electron_absIso',9e99))
0070         if hasattr(cfg_ana, 'loose_muon_isoCut'):
0071             self.muIsoCut = cfg_ana.loose_muon_isoCut
0072         else:
0073             self.muIsoCut = lambda mu : (
0074                     mu.relIso03 <= self.cfg_ana.loose_muon_relIso and
0075                     mu.absIso03 <  getattr(self.cfg_ana,'loose_muon_absIso',9e99))
0076
0077
0078
0079         self.eleEffectiveArea = getattr(cfg_ana, 'ele_effectiveAreas', "Spring15_25ns_v1")
0080         self.muEffectiveArea  = getattr(cfg_ana, 'mu_effectiveAreas',  "Spring15_25ns_v1")
0081         # MiniIsolation
0082         self.doMiniIsolation = getattr(cfg_ana, 'doMiniIsolation', False)
0083         if self.doMiniIsolation:
0084             self.miniIsolationPUCorr = self.cfg_ana.miniIsolationPUCorr
0085             self.miniIsolationVetoLeptons = self.cfg_ana.miniIsolationVetoLeptons
0086             if self.miniIsolationVetoLeptons not in [ None, 'any', 'inclusive' ]:
0087                 raise RuntimeError("miniIsolationVetoLeptons should be None, or 'any' (all reco leptons), or 'inclusive' (all inclusive leptons)")
0088             if self.miniIsolationPUCorr == "weights":
0089                 self.IsolationComputer = heppy.IsolationComputer(0.4)
0090             else:
0091                 self.IsolationComputer = heppy.IsolationComputer()
0092
0093         self.doIsoAnnulus = getattr(cfg_ana, 'doIsoAnnulus', False)
0094         if self.doIsoAnnulus:
0095             if not self.doMiniIsolation:
0096                 self.IsolationComputer = heppy.IsolationComputer()
0097
0098         self.doIsolationScan = getattr(cfg_ana, 'doIsolationScan', False)
0099         if self.doIsolationScan:
0100             if self.doMiniIsolation:
0101                 assert (self.miniIsolationPUCorr!="weights")
0102                 assert (self.miniIsolationVetoLeptons==None)
0103             else:
0104                 self.IsolationComputer = heppy.IsolationComputer()
0105
0106
0107         self.doMatchToPhotons = getattr(cfg_ana, 'do_mc_match_photons', False)
0108
0109     #----------------------------------------
0110     # DECLARATION OF HANDLES OF LEPTONS STUFF
0111     #----------------------------------------
0112
0113
0114     def declareHandles(self):
0115         super(LeptonAnalyzer, self).declareHandles()
0116
0117         #leptons
0118         self.handles['muons'] = AutoHandle(self.cfg_ana.muons,"std::vector<pat::Muon>")
0119         self.handles['electrons'] = AutoHandle(self.cfg_ana.electrons,"std::vector<pat::Electron>")
0120
0121         #rho for muons
0122         self.handles['rhoMu'] = AutoHandle( self.cfg_ana.rhoMuon, 'double')
0123         #rho for electrons
0124         self.handles['rhoEle'] = AutoHandle( self.cfg_ana.rhoElectron, 'double')
0125
0126         if self.doMiniIsolation or self.doIsolationScan:
0127             self.handles['packedCandidates'] = AutoHandle( self.cfg_ana.packedCandidates, 'std::vector<pat::PackedCandidate>')
0128
0129         if self.doMatchToPhotons:
0130             if self.doMatchToPhotons == "any":
0131                 self.mchandles['genPhotons'] = AutoHandle( 'packedGenParticles', 'std::vector<pat::PackedGenParticle>' )
0132             else:
0133                 self.mchandles['genPhotons'] = AutoHandle( 'prunedGenParticles', 'std::vector<reco::GenParticle>' )
0134
0135     def beginLoop(self, setup):
0136         super(LeptonAnalyzer,self).beginLoop(setup)
0137         self.counters.addCounter('events')
0138         count = self.counters.counter('events')
0139         count.register('all events')
0140
0141     #------------------
0142     # MAKE LEPTON LISTS
0143     #------------------
0144
0145
0146     def makeLeptons(self, event):
0147         ### inclusive leptons = all leptons that could be considered somewhere in the analysis, with minimal requirements (used e.g. to match to MC)
0148         event.inclusiveLeptons = []
0149         ### selected leptons = subset of inclusive leptons passing some basic id definition and pt requirement
0150         ### other    leptons = subset of inclusive leptons failing some basic id definition and pt requirement
0151         event.selectedLeptons = []
0152         event.selectedMuons = []
0153         event.selectedElectrons = []
0154         event.otherLeptons = []
0155
0156         if self.doMiniIsolation or self.doIsolationScan:
0157             self.IsolationComputer.setPackedCandidates(self.handles['packedCandidates'].product())
0158         if self.doMiniIsolation:
0159             if self.miniIsolationVetoLeptons == "any":
0160                 for lep in self.handles['muons'].product():
0161                     self.IsolationComputer.addVetos(lep)
0162                 for lep in self.handles['electrons'].product():
0163                     self.IsolationComputer.addVetos(lep)
0164
0165         #muons
0166         allmuons = self.makeAllMuons(event)
0167
0168         #electrons
0169         allelectrons = self.makeAllElectrons(event)
0170
0171         #make inclusive leptons
0172         inclusiveMuons = []
0173         inclusiveElectrons = []
0174         for mu in allmuons:
0175             if (mu.track().isNonnull() and mu.muonID(self.cfg_ana.inclusive_muon_id) and
0176                     mu.pt()>self.cfg_ana.inclusive_muon_pt and abs(mu.eta())<self.cfg_ana.inclusive_muon_eta and
0177                     abs(mu.dxy())<self.cfg_ana.inclusive_muon_dxy and abs(mu.dz())<self.cfg_ana.inclusive_muon_dz):
0178                 inclusiveMuons.append(mu)
0179         for ele in allelectrons:
0180             if ( ele.electronID(self.cfg_ana.inclusive_electron_id) and
0181                     ele.pt()>self.cfg_ana.inclusive_electron_pt and abs(ele.eta())<self.cfg_ana.inclusive_electron_eta and
0182                     abs(ele.dxy())<self.cfg_ana.inclusive_electron_dxy and abs(ele.dz())<self.cfg_ana.inclusive_electron_dz and
0183                     ele.lostInner()<=self.cfg_ana.inclusive_electron_lostHits ):
0184                 inclusiveElectrons.append(ele)
0185         event.inclusiveLeptons = inclusiveMuons + inclusiveElectrons
0186
0187         if self.doMiniIsolation:
0188             if self.miniIsolationVetoLeptons == "inclusive":
0189                 for lep in event.inclusiveLeptons:
0190                     self.IsolationComputer.addVetos(lep.physObj)
0191             for lep in event.inclusiveLeptons:
0192                 self.attachMiniIsolation(lep)
0193
0194         if self.doIsoAnnulus:
0195             for lep in event.inclusiveLeptons:
0196                 self.attachIsoAnnulus04(lep)
0197
0198         if self.doIsolationScan:
0199             for lep in event.inclusiveLeptons:
0200                 self.attachIsolationScan(lep)
0201
0202         # make loose leptons (basic selection)
0203         for mu in inclusiveMuons:
0204                 if (mu.muonID(self.cfg_ana.loose_muon_id) and
0205                         mu.pt() > self.cfg_ana.loose_muon_pt and abs(mu.eta()) < self.cfg_ana.loose_muon_eta and
0206                         abs(mu.dxy()) < self.cfg_ana.loose_muon_dxy and abs(mu.dz()) < self.cfg_ana.loose_muon_dz and
0207                         self.muIsoCut(mu)):
0208                     mu.looseIdSusy = True
0209                     event.selectedLeptons.append(mu)
0210                     event.selectedMuons.append(mu)
0211                 else:
0212                     mu.looseIdSusy = False
0213                     event.otherLeptons.append(mu)
0214         looseMuons = event.selectedLeptons[:]
0215         for ele in inclusiveElectrons:
0216                if (ele.electronID(self.cfg_ana.loose_electron_id) and
0217                          ele.pt()>self.cfg_ana.loose_electron_pt and abs(ele.eta())<self.cfg_ana.loose_electron_eta and
0218                          abs(ele.dxy()) < self.cfg_ana.loose_electron_dxy and abs(ele.dz())<self.cfg_ana.loose_electron_dz and
0219                          self.eleIsoCut(ele) and
0220                          ele.lostInner() <= self.cfg_ana.loose_electron_lostHits and
0221                          ( True if getattr(self.cfg_ana,'notCleaningElectrons',False) else (bestMatch(ele, looseMuons)[1] > (self.cfg_ana.min_dr_electron_muon**2)) )):
0222                     event.selectedLeptons.append(ele)
0223                     event.selectedElectrons.append(ele)
0224                     ele.looseIdSusy = True
0225                else:
0226                     event.otherLeptons.append(ele)
0227                     ele.looseIdSusy = False
0228
0229         event.otherLeptons.sort(key = lambda l : l.pt(), reverse = True)
0230         event.selectedLeptons.sort(key = lambda l : l.pt(), reverse = True)
0231         event.selectedMuons.sort(key = lambda l : l.pt(), reverse = True)
0232         event.selectedElectrons.sort(key = lambda l : l.pt(), reverse = True)
0233         event.inclusiveLeptons.sort(key = lambda l : l.pt(), reverse = True)
0234
0235         for lepton in event.selectedLeptons:
0236             if hasattr(self,'efficiency'):
0237                 self.efficiency.attachToObject(lepton)
0238
0239     def makeAllMuons(self, event):
0240         """
0241                make a list of all muons, and apply basic corrections to them
0242         """
0243         # Start from all muons
0244         allmuons = map( Muon, self.handles['muons'].product() )
0245
0246         # Muon scale and resolution corrections (if enabled)
0247         if self.muonScaleCorrector:
0248             self.muonScaleCorrector.correct_all(allmuons, event.run)
0249
0250         # Clean up dulicate muons (note: has no effect unless the muon id is removed)
0251         if self.cfg_ana.doSegmentBasedMuonCleaning:
0252             isgood = cmgMuonCleanerBySegments.clean( self.handles['muons'].product() )
0253             newmu = []
0254             for i,mu in enumerate(allmuons):
0255                 if isgood[i]: newmu.append(mu)
0256             allmuons = newmu
0257
0258         # Attach EAs for isolation:
0259         for mu in allmuons:
0260           mu.rho = float(self.handles['rhoMu'].product()[0])
0261           if self.muEffectiveArea == "Data2012":
0262               if   aeta < 1.0  : mu.EffectiveArea03 = 0.382;
0263               elif aeta < 1.47 : mu.EffectiveArea03 = 0.317;
0264               elif aeta < 2.0  : mu.EffectiveArea03 = 0.242;
0265               elif aeta < 2.2  : mu.EffectiveArea03 = 0.326;
0266               elif aeta < 2.3  : mu.EffectiveArea03 = 0.462;
0267               else             : mu.EffectiveArea03 = 0.372;
0268               if   aeta < 1.0  : mu.EffectiveArea04 = 0.674;
0269               elif aeta < 1.47 : mu.EffectiveArea04 = 0.565;
0270               elif aeta < 2.0  : mu.EffectiveArea04 = 0.442;
0271               elif aeta < 2.2  : mu.EffectiveArea04 = 0.515;
0272               elif aeta < 2.3  : mu.EffectiveArea04 = 0.821;
0273               else             : mu.EffectiveArea04 = 0.660;
0274           elif self.muEffectiveArea == "Phys14_25ns_v1":
0275               aeta = abs(mu.eta())
0276               if   aeta < 0.800: mu.EffectiveArea03 = 0.0913
0277               elif aeta < 1.300: mu.EffectiveArea03 = 0.0765
0278               elif aeta < 2.000: mu.EffectiveArea03 = 0.0546
0279               elif aeta < 2.200: mu.EffectiveArea03 = 0.0728
0280               else:              mu.EffectiveArea03 = 0.1177
0281               if   aeta < 0.800: mu.EffectiveArea04 = 0.1564
0282               elif aeta < 1.300: mu.EffectiveArea04 = 0.1325
0283               elif aeta < 2.000: mu.EffectiveArea04 = 0.0913
0284               elif aeta < 2.200: mu.EffectiveArea04 = 0.1212
0285               else:              mu.EffectiveArea04 = 0.2085
0286           elif self.muEffectiveArea == "Spring15_25ns_v1":
0287               aeta = abs(mu.eta())
0288               if   aeta < 0.800: mu.EffectiveArea03 = 0.0735
0289               elif aeta < 1.300: mu.EffectiveArea03 = 0.0619
0290               elif aeta < 2.000: mu.EffectiveArea03 = 0.0465
0291               elif aeta < 2.200: mu.EffectiveArea03 = 0.0433
0292               else:              mu.EffectiveArea03 = 0.0577
0293               mu.EffectiveArea04 = 0 # not computed
0294           else: raise RuntimeError("Unsupported value for mu_effectiveAreas: can only use Data2012 (rho: ?) and Phys14_25ns_v1 or Spring15_25ns_v1 (rho: fixedGridRhoFastjetAll)")
0295         # Attach the vertex to them, for dxy/dz calculation
0296         for mu in allmuons:
0297             mu.associatedVertex = event.goodVertices[0] if len(event.goodVertices)>0 else event.vertices[0]
0298             mu.setTrackForDxyDz(self.cfg_ana.muon_dxydz_track)
0299
0300         # Set tight id if specified
0301         if hasattr(self.cfg_ana, "mu_tightId"):
0302             for mu in allmuons:
0303                mu.tightIdResult = mu.muonID(self.cfg_ana.mu_tightId)
0304
0305         # Compute relIso in 0.3 and 0.4 cones
0306         for mu in allmuons:
0307             if self.cfg_ana.mu_isoCorr=="rhoArea" :
0308                 mu.absIso03 = (mu.pfIsolationR03().sumChargedHadronPt + max( mu.pfIsolationR03().sumNeutralHadronEt +  mu.pfIsolationR03().sumPhotonEt - mu.rho * mu.EffectiveArea03,0.0))
0309                 mu.absIso04 = (mu.pfIsolationR04().sumChargedHadronPt + max( mu.pfIsolationR04().sumNeutralHadronEt +  mu.pfIsolationR04().sumPhotonEt - mu.rho * mu.EffectiveArea04,0.0))
0310             elif self.cfg_ana.mu_isoCorr=="deltaBeta" :
0311                 mu.absIso03 = (mu.pfIsolationR03().sumChargedHadronPt + max( mu.pfIsolationR03().sumNeutralHadronEt +  mu.pfIsolationR03().sumPhotonEt -  mu.pfIsolationR03().sumPUPt/2,0.0))
0312                 mu.absIso04 = (mu.pfIsolationR04().sumChargedHadronPt + max( mu.pfIsolationR04().sumNeutralHadronEt +  mu.pfIsolationR04().sumPhotonEt -  mu.pfIsolationR04().sumPUPt/2,0.0))
0313             else :
0314                 raise RuntimeError("Unsupported mu_isoCorr name '" + str(self.cfg_ana.mu_isoCorr) +  "'! For now only 'rhoArea' and 'deltaBeta' are supported.")
0315             mu.relIso03 = mu.absIso03/mu.pt()
0316             mu.relIso04 = mu.absIso04/mu.pt()
0317         return allmuons
0318
0319     def makeAllElectrons(self, event):
0320         """
0321                make a list of all electrons, and apply basic corrections to them
0322         """
0323         allelectrons = map( Electron, self.handles['electrons'].product() )
0324
0325         ## Duplicate removal for fast sim (to be checked if still necessary in latest greatest 5.3.X releases)
0326         allelenodup = []
0327         for e in allelectrons:
0328             dup = False
0329             for e2 in allelenodup:
0330                 if abs(e.pt()-e2.pt()) < 1e-6 and abs(e.eta()-e2.eta()) < 1e-6 and abs(e.phi()-e2.phi()) < 1e-6 and e.charge() == e2.charge():
0331                     dup = True
0332                     break
0333             if not dup: allelenodup.append(e)
0334         allelectrons = allelenodup
0335
0336         # fill EA for rho-corrected isolation
0337         for ele in allelectrons:
0338           ele.rho = float(self.handles['rhoEle'].product()[0])
0339           if self.eleEffectiveArea == "Data2012":
0340               # https://twiki.cern.ch/twiki/bin/viewauth/CMS/EgammaEARhoCorrection?rev=14
0341               SCEta = abs(ele.superCluster().eta())
0342               if   SCEta < 1.0  : ele.EffectiveArea03 = 0.13 # 0.130;
0343               elif SCEta < 1.479: ele.EffectiveArea03 = 0.14 # 0.137;
0344               elif SCEta < 2.0  : ele.EffectiveArea03 = 0.07 # 0.067;
0345               elif SCEta < 2.2  : ele.EffectiveArea03 = 0.09 # 0.089;
0346               elif SCEta < 2.3  : ele.EffectiveArea03 = 0.11 # 0.107;
0347               elif SCEta < 2.4  : ele.EffectiveArea03 = 0.11 # 0.110;
0348               else              : ele.EffectiveArea03 = 0.14 # 0.138;
0349               if   SCEta < 1.0  : ele.EffectiveArea04 = 0.208;
0350               elif SCEta < 1.479: ele.EffectiveArea04 = 0.209;
0351               elif SCEta < 2.0  : ele.EffectiveArea04 = 0.115;
0352               elif SCEta < 2.2  : ele.EffectiveArea04 = 0.143;
0353               elif SCEta < 2.3  : ele.EffectiveArea04 = 0.183;
0354               elif SCEta < 2.4  : ele.EffectiveArea04 = 0.194;
0355               else              : ele.EffectiveArea04 = 0.261;
0356           elif self.eleEffectiveArea == "Phys14_25ns_v1":
0357               aeta = abs(ele.eta())
0358               if   aeta < 0.800: ele.EffectiveArea03 = 0.1013
0359               elif aeta < 1.300: ele.EffectiveArea03 = 0.0988
0360               elif aeta < 2.000: ele.EffectiveArea03 = 0.0572
0361               elif aeta < 2.200: ele.EffectiveArea03 = 0.0842
0362               else:              ele.EffectiveArea03 = 0.1530
0363               if   aeta < 0.800: ele.EffectiveArea04 = 0.1830
0364               elif aeta < 1.300: ele.EffectiveArea04 = 0.1734
0365               elif aeta < 2.000: ele.EffectiveArea04 = 0.1077
0366               elif aeta < 2.200: ele.EffectiveArea04 = 0.1565
0367               else:              ele.EffectiveArea04 = 0.2680
0368           elif self.eleEffectiveArea == "Spring15_50ns_v1":
0369               SCEta = abs(ele.superCluster().eta())
0370               ## ----- https://github.com/ikrav/cmssw/blob/egm_id_747_v2/RecoEgamma/ElectronIdentification/data/Spring15/effAreaElectrons_cone03_pfNeuHadronsAndPhotons_50ns.txt
0371               if   SCEta < 0.800: ele.EffectiveArea03 = 0.0973
0372               elif SCEta < 1.300: ele.EffectiveArea03 = 0.0954
0373               elif SCEta < 2.000: ele.EffectiveArea03 = 0.0632
0374               elif SCEta < 2.200: ele.EffectiveArea03 = 0.0727
0375               else:              ele.EffectiveArea03 = 0.1337
0376               # warning: EAs not computed for cone DR=0.4 yet. Do not correct
0377               ele.EffectiveArea04 = 0.0
0378           elif self.eleEffectiveArea == "Spring15_25ns_v1":
0379               SCEta = abs(ele.superCluster().eta())
0380               ## ----- https://github.com/ikrav/cmssw/blob/egm_id_747_v2/RecoEgamma/ElectronIdentification/data/Spring15/effAreaElectrons_cone03_pfNeuHadronsAndPhotons_25ns.txt
0381               if   SCEta < 1.000: ele.EffectiveArea03 = 0.1752
0382               elif SCEta < 1.479: ele.EffectiveArea03 = 0.1862
0383               elif SCEta < 2.000: ele.EffectiveArea03 = 0.1411
0384               elif SCEta < 2.200: ele.EffectiveArea03 = 0.1534
0385               elif SCEta < 2.300: ele.EffectiveArea03 = 0.1903
0386               elif SCEta < 2.400: ele.EffectiveArea03 = 0.2243
0387               else:              ele.EffectiveArea03 = 0.2687
0388               # warning: EAs not computed for cone DR=0.4 yet. Do not correct
0389               ele.EffectiveArea04 = 0.0
0390           else: raise RuntimeError("Unsupported value for ele_effectiveAreas: can only use Data2012 (rho: ?), Phys14_v1 and Spring15_v1 (rho: fixedGridRhoFastjetAll)")
0391
0392         # Electron scale calibrations
0393         if self.cfg_ana.doElectronScaleCorrections:
0394             for ele in allelectrons:
0395                 self.electronEnergyCalibrator.correct(ele, event.run)
0396
0397         # Attach the vertex
0398         for ele in allelectrons:
0399             ele.associatedVertex = event.goodVertices[0] if len(event.goodVertices)>0 else event.vertices[0]
0400
0401         # Compute relIso with R=0.3 and R=0.4 cones
0402         for ele in allelectrons:
0403             if self.cfg_ana.ele_isoCorr=="rhoArea" :
0404                  ele.absIso03 = (ele.chargedHadronIsoR(0.3) + max(ele.neutralHadronIsoR(0.3)+ele.photonIsoR(0.3)-ele.rho*ele.EffectiveArea03,0))
0405                  ele.absIso04 = (ele.chargedHadronIsoR(0.4) + max(ele.neutralHadronIsoR(0.4)+ele.photonIsoR(0.4)-ele.rho*ele.EffectiveArea04,0))
0406             elif self.cfg_ana.ele_isoCorr=="deltaBeta" :
0407                  ele.absIso03 = (ele.chargedHadronIsoR(0.3) + max( ele.neutralHadronIsoR(0.3)+ele.photonIsoR(0.3) - ele.puChargedHadronIsoR(0.3)/2, 0.0))
0408                  ele.absIso04 = (ele.chargedHadronIsoR(0.4) + max( ele.neutralHadronIsoR(0.4)+ele.photonIsoR(0.4) - ele.puChargedHadronIsoR(0.4)/2, 0.0))
0409             else :
0410                  raise RuntimeError("Unsupported ele_isoCorr name '" + str(self.cfg_ana.ele_isoCorr) +  "'! For now only 'rhoArea' and 'deltaBeta' are supported.")
0411             ele.relIso03 = ele.absIso03/ele.pt()
0412             ele.relIso04 = ele.absIso04/ele.pt()
0413
0414         # Set tight MVA id
0415         for ele in allelectrons:
0416             if self.cfg_ana.ele_tightId=="MVA" :
0417                  ele.tightIdResult = ele.electronID("POG_MVA_ID_Trig_full5x5")
0418             elif self.cfg_ana.ele_tightId=="Cuts_2012" :
0419                  ele.tightIdResult = -1 + 1*ele.electronID("POG_Cuts_ID_2012_Veto_full5x5") + 1*ele.electronID("POG_Cuts_ID_2012_Loose_full5x5") + 1*ele.electronID("POG_Cuts_ID_2012_Medium_full5x5") + 1*ele.electronID("POG_Cuts_ID_2012_Tight_full5x5")
0420             elif self.cfg_ana.ele_tightId=="Cuts_PHYS14_25ns_v1_ConvVetoDxyDz" :
0421                  ele.tightIdResult = -1 + 1*ele.electronID("POG_Cuts_ID_PHYS14_25ns_v1_ConvVetoDxyDz_Veto_full5x5") + 1*ele.electronID("POG_Cuts_ID_PHYS14_25ns_v1_ConvVetoDxyDz_Loose_full5x5") + 1*ele.electronID("POG_Cuts_ID_PHYS14_25ns_v1_ConvVetoDxyDz_Medium_full5x5") + 1*ele.electronID("POG_Cuts_ID_PHYS14_25ns_v1_ConvVetoDxyDz_Tight_full5x5")
0422             elif self.cfg_ana.ele_tightId=="Cuts_SPRING15_25ns_v1_ConvVetoDxyDz" :
0423                  ele.tightIdResult = -1 + 1*ele.electronID("POG_Cuts_ID_SPRING15_25ns_v1_ConvVetoDxyDz_Veto_full5x5") + 1*ele.electronID("POG_Cuts_ID_SPRING15_25ns_v1_ConvVetoDxyDz_Loose_full5x5") + 1*ele.electronID("POG_Cuts_ID_SPRING15_25ns_v1_ConvVetoDxyDz_Medium_full5x5") + 1*ele.electronID("POG_Cuts_ID_SPRING15_25ns_v1_ConvVetoDxyDz_Tight_full5x5")
0424
0425             else :
0426                  try:
0427                      ele.tightIdResult = ele.electronID(self.cfg_ana.ele_tightId)
0428                  except RuntimeError:
0429                      raise RuntimeError("Unsupported ele_tightId name '" + str(self.cfg_ana.ele_tightId) +  "'! For now only 'MVA' and 'Cuts_2012' are supported, in addition to what provided in Electron.py.")
0430
0431
0432         return allelectrons
0433
0434     def attachMiniIsolation(self, mu):
0435         mu.miniIsoR = 10.0/min(max(mu.pt(), 50),200)
0436         # -- version with increasing cone at low pT, gives slightly better performance for tight cuts and low pt leptons
0437         # mu.miniIsoR = 10.0/min(max(mu.pt(), 50),200) if mu.pt() > 20 else 4.0/min(max(mu.pt(),10),20)
0438         what = "mu" if (abs(mu.pdgId()) == 13) else ("eleB" if mu.isEB() else "eleE")
0439         if what == "mu":
0440             mu.miniAbsIsoCharged = self.IsolationComputer.chargedAbsIso(mu.physObj, mu.miniIsoR, {"mu":0.0001,"eleB":0,"eleE":0.015}[what], 0.0);
0441         else:
0442             mu.miniAbsIsoCharged = self.IsolationComputer.chargedAbsIso(mu.physObj, mu.miniIsoR, {"mu":0.0001,"eleB":0,"eleE":0.015}[what], 0.0,self.IsolationComputer.selfVetoNone);
0443
0444         if self.miniIsolationPUCorr == None: puCorr = self.cfg_ana.mu_isoCorr if what=="mu" else self.cfg_ana.ele_isoCorr
0445         else: puCorr = self.miniIsolationPUCorr
0446
0447         if puCorr == "weights":
0448             if what == "mu":
0449                 mu.miniAbsIsoNeutral = self.IsolationComputer.neutralAbsIsoWeighted(mu.physObj, mu.miniIsoR, 0.01, 0.5);
0450             else:
0451                 mu.miniAbsIsoNeutral = ( self.IsolationComputer.photonAbsIsoWeighted(    mu.physObj, mu.miniIsoR, 0.08 if what == "eleE" else 0.0, 0.0, self.IsolationComputer.selfVetoNone) +
0452                                          self.IsolationComputer.neutralHadAbsIsoWeighted(mu.physObj, mu.miniIsoR, 0.0, 0.0, self.IsolationComputer.selfVetoNone) )
0453         else:
0454             if what == "mu":
0455                 mu.miniAbsIsoNeutral = self.IsolationComputer.neutralAbsIsoRaw(mu.physObj, mu.miniIsoR, 0.01, 0.5);
0456             else:
0457                 mu.miniAbsIsoPho  = self.IsolationComputer.photonAbsIsoRaw(    mu.physObj, mu.miniIsoR, 0.08 if what == "eleE" else 0.0, 0.0, self.IsolationComputer.selfVetoNone)
0458                 mu.miniAbsIsoNHad = self.IsolationComputer.neutralHadAbsIsoRaw(mu.physObj, mu.miniIsoR, 0.0, 0.0, self.IsolationComputer.selfVetoNone)
0459                 mu.miniAbsIsoNeutral = mu.miniAbsIsoPho + mu.miniAbsIsoNHad
0460                 # -- version relying on PF candidate vetos; apparently less performant, and the isolation computed at RECO level doesn't have them
0461                 #mu.miniAbsIsoPhoSV  = self.IsolationComputer.photonAbsIsoRaw(    mu.physObj, mu.miniIsoR, 0.0, 0.0)
0462                 #mu.miniAbsIsoNHadSV = self.IsolationComputer.neutralHadAbsIsoRaw(mu.physObj, mu.miniIsoR, 0.0, 0.0)
0463                 #mu.miniAbsIsoNeutral = mu.miniAbsIsoPhoSV + mu.miniAbsIsoNHadSV
0464             if puCorr == "rhoArea":
0465                 mu.miniAbsIsoNeutral = max(0.0, mu.miniAbsIsoNeutral - mu.rho * mu.EffectiveArea03 * (mu.miniIsoR/0.3)**2)
0466             elif puCorr == "deltaBeta":
0467                 if what == "mu":
0468                     mu.miniAbsIsoPU = self.IsolationComputer.puAbsIso(mu.physObj, mu.miniIsoR, 0.01, 0.5);
0469                 else:
0470                     mu.miniAbsIsoPU = self.IsolationComputer.puAbsIso(mu.physObj, mu.miniIsoR, 0.015 if what == "eleE" else 0.0, 0.0,self.IsolationComputer.selfVetoNone);
0471                 mu.miniAbsIsoNeutral = max(0.0, mu.miniAbsIsoNeutral - 0.5*mu.miniAbsIsoPU)
0472             elif puCorr != 'raw':
0473                 raise RuntimeError("Unsupported miniIsolationCorr name '" + puCorr +  "'! For now only 'rhoArea', 'deltaBeta', 'raw', 'weights' are supported (and 'weights' is not tested).")
0474
0475         mu.miniAbsIso = mu.miniAbsIsoCharged + mu.miniAbsIsoNeutral
0476         mu.miniRelIso = mu.miniAbsIso/mu.pt()
0477
0478
0479     def attachIsoAnnulus04(self, mu):  # annulus isolation with outer cone of 0.4 and delta beta PU correction
0480         mu.miniIsoR = 10.0/min(max(mu.pt(), 50),200)
0481         mu.absIsoAnCharged = self.IsolationComputer.chargedAbsIso      (mu.physObj, 0.4, mu.miniIsoR, 0.0, self.IsolationComputer.selfVetoNone)
0482         mu.absIsoAnPho     = self.IsolationComputer.photonAbsIsoRaw    (mu.physObj, 0.4, mu.miniIsoR, 0.0, self.IsolationComputer.selfVetoNone)
0483         mu.absIsoAnNHad    = self.IsolationComputer.neutralHadAbsIsoRaw(mu.physObj, 0.4, mu.miniIsoR, 0.0, self.IsolationComputer.selfVetoNone)
0484         mu.absIsoAnPU      = self.IsolationComputer.puAbsIso           (mu.physObj, 0.4, mu.miniIsoR, 0.0, self.IsolationComputer.selfVetoNone)
0485         mu.absIsoAnNeutral = max(0.0, mu.absIsoAnPho + mu.absIsoAnNHad - 0.5*mu.absIsoAnPU)
0486
0487         mu.absIsoAn04 = mu.absIsoAnCharged + mu.absIsoAnNeutral
0488         mu.relIsoAn04 = mu.absIsoAn04/mu.pt()
0489
0490
0491     def attachIsolationScan(self, mu):
0492
0493         what = "mu" if (abs(mu.pdgId()) == 13) else ("eleB" if mu.isEB() else "eleE")
0494         vetoreg = {"mu":0.0001,"eleB":0,"eleE":0.015}[what]
0495
0496         if what=="mu":
0497             mu.ScanAbsIsoCharged005 = self.IsolationComputer.chargedAbsIso(mu.physObj, 0.05, vetoreg, 0.0)
0498             mu.ScanAbsIsoCharged01  = self.IsolationComputer.chargedAbsIso(mu.physObj, 0.1, vetoreg, 0.0)
0499             mu.ScanAbsIsoCharged02  = self.IsolationComputer.chargedAbsIso(mu.physObj, 0.2, vetoreg, 0.0)
0500             mu.ScanAbsIsoCharged03  = self.IsolationComputer.chargedAbsIso(mu.physObj, 0.3, vetoreg, 0.0)
0501             mu.ScanAbsIsoCharged04  = self.IsolationComputer.chargedAbsIso(mu.physObj, 0.4, vetoreg, 0.0)
0502         else:
0503             mu.ScanAbsIsoCharged005 = self.IsolationComputer.chargedAbsIso(mu.physObj, 0.05, vetoreg, 0.0, self.IsolationComputer.selfVetoNone)
0504             mu.ScanAbsIsoCharged01  = self.IsolationComputer.chargedAbsIso(mu.physObj, 0.1, vetoreg, 0.0, self.IsolationComputer.selfVetoNone)
0505             mu.ScanAbsIsoCharged02  = self.IsolationComputer.chargedAbsIso(mu.physObj, 0.2, vetoreg, 0.0, self.IsolationComputer.selfVetoNone)
0506             mu.ScanAbsIsoCharged03  = self.IsolationComputer.chargedAbsIso(mu.physObj, 0.3, vetoreg, 0.0, self.IsolationComputer.selfVetoNone)
0507             mu.ScanAbsIsoCharged04  = self.IsolationComputer.chargedAbsIso(mu.physObj, 0.4, vetoreg, 0.0, self.IsolationComputer.selfVetoNone)
0508
0509         if what=="mu":
0510             mu.ScanAbsIsoNeutral005 = self.IsolationComputer.neutralAbsIsoRaw(mu.physObj, 0.05, 0.01, 0.5)
0511             mu.ScanAbsIsoNeutral01  = self.IsolationComputer.neutralAbsIsoRaw(mu.physObj, 0.1,  0.01, 0.5)
0512             mu.ScanAbsIsoNeutral02  = self.IsolationComputer.neutralAbsIsoRaw(mu.physObj, 0.2,  0.01, 0.5)
0513             mu.ScanAbsIsoNeutral03  = self.IsolationComputer.neutralAbsIsoRaw(mu.physObj, 0.3,  0.01, 0.5)
0514             mu.ScanAbsIsoNeutral04  = self.IsolationComputer.neutralAbsIsoRaw(mu.physObj, 0.4,  0.01, 0.5)
0515         else:
0516             vetoreg = {"eleB":0.0,"eleE":0.08}[what]
0517             mu.ScanAbsIsoNeutral005 = self.IsolationComputer.photonAbsIsoRaw(mu.physObj, 0.05, vetoreg, 0.0, self.IsolationComputer.selfVetoNone)+self.IsolationComputer.neutralHadAbsIsoRaw(mu.physObj, 0.05, 0.0, 0.0, self.IsolationComputer.selfVetoNone)
0518             mu.ScanAbsIsoNeutral01 = self.IsolationComputer.photonAbsIsoRaw(mu.physObj, 0.1, vetoreg, 0.0, self.IsolationComputer.selfVetoNone)+self.IsolationComputer.neutralHadAbsIsoRaw(mu.physObj, 0.1, 0.0, 0.0, self.IsolationComputer.selfVetoNone)
0519             mu.ScanAbsIsoNeutral02 = self.IsolationComputer.photonAbsIsoRaw(mu.physObj, 0.2, vetoreg, 0.0, self.IsolationComputer.selfVetoNone)+self.IsolationComputer.neutralHadAbsIsoRaw(mu.physObj, 0.2, 0.0, 0.0, self.IsolationComputer.selfVetoNone)
0520             mu.ScanAbsIsoNeutral03 = self.IsolationComputer.photonAbsIsoRaw(mu.physObj, 0.3, vetoreg, 0.0, self.IsolationComputer.selfVetoNone)+self.IsolationComputer.neutralHadAbsIsoRaw(mu.physObj, 0.3, 0.0, 0.0, self.IsolationComputer.selfVetoNone)
0521             mu.ScanAbsIsoNeutral04 = self.IsolationComputer.photonAbsIsoRaw(mu.physObj, 0.4, vetoreg, 0.0, self.IsolationComputer.selfVetoNone)+self.IsolationComputer.neutralHadAbsIsoRaw(mu.physObj, 0.4, 0.0, 0.0, self.IsolationComputer.selfVetoNone)
0522
0523
0524     def matchLeptons(self, event):
0525         def plausible(rec,gen):
0526             if abs(rec.pdgId()) == 11 and abs(gen.pdgId()) != 11:   return False
0527             if abs(rec.pdgId()) == 13 and abs(gen.pdgId()) != 13:   return False
0528             dr = deltaR(rec.eta(),rec.phi(),gen.eta(),gen.phi())
0529             if dr < 0.3: return True
0530             if rec.pt() < 10 and abs(rec.pdgId()) == 13 and gen.pdgId() != rec.pdgId(): return False
0531             if dr < 0.7: return True
0532             if min(rec.pt(),gen.pt())/max(rec.pt(),gen.pt()) < 0.3: return False
0533             return True
0534
0535         leps = event.inclusiveLeptons if self.cfg_ana.match_inclusiveLeptons else event.selectedLeptons
0536         match = matchObjectCollection3(leps,
0537                                        event.genleps + event.gentauleps,
0538                                        deltaRMax = 1.2, filter = plausible)
0539         for lep in leps:
0540             gen = match[lep]
0541             lep.mcMatchId  = (gen.sourceId if gen != None else  0)
0542             lep.mcMatchTau = (gen in event.gentauleps if gen else -99)
0543             lep.mcLep=gen
0544
0545     def isFromB(self,particle,bid=5, done={}):
0546         for i in range( particle.numberOfMothers() ):
0547             mom  = particle.mother(i)
0548             momid = abs(mom.pdgId())
0549             if momid / 1000 == bid or momid / 100 == bid or momid == bid:
0550                 return True
0551             elif mom.status() == 2 and self.isFromB(mom, done=done, bid=bid):
0552                 return True
0553         return False
0554
0555     def matchAnyLeptons(self, event):
0556         event.anyLeptons = [ x for x in event.genParticles if x.status() == 1 and abs(x.pdgId()) in [11,13] ]
0557         leps = event.inclusiveLeptons if hasattr(event, 'inclusiveLeptons') else event.selectedLeptons
0558         match = matchObjectCollection3(leps, event.anyLeptons, deltaRMax = 0.3, filter = lambda x,y : abs(x.pdgId()) == abs(y.pdgId()))
0559         for lep in leps:
0560             gen = match[lep]
0561             lep.mcMatchAny_gp = gen
0562             if gen:
0563                 if   self.isFromB(gen):       lep.mcMatchAny = 5 # B (inclusive of B->D)
0564                 elif self.isFromB(gen,bid=4): lep.mcMatchAny = 4 # Charm
0565                 else: lep.mcMatchAny = 1
0566                 if not getattr(lep, 'mcLep', None): lep.mcLep = gen
0567             else:
0568                 if not getattr(lep, 'mcLep', None): lep.mcLep = None
0569                 lep.mcMatchAny = 0
0570             # fix case where the matching with the only prompt leptons failed, but we still ended up with a prompt match
0571             if gen != None and hasattr(lep,'mcMatchId') and lep.mcMatchId == 0:
0572                 if isPromptLepton(gen, False) or (gen.isPromptFinalState() or gen.isDirectPromptTauDecayProductFinalState()):
0573                     lep.mcMatchId = 100
0574                     lep.mcLep = gen
0575             elif not hasattr(lep,'mcMatchId'):
0576                 lep.mcMatchId = 0
0577             if not hasattr(lep,'mcMatchTau'): lep.mcMatchTau = 0
0578
0579     def matchToPhotons(self, event):
0580         event.anyPho = [ x for x in self.mchandles['genPhotons'].product() if x.status() == 1 and x.pdgId() == 22 and x.pt() > 1.0 ]
0581         leps = event.inclusiveLeptons if hasattr(event, 'inclusiveLeptons') else event.selectedLeptons
0582         leps = [ l for l in leps if abs(l.pdgId()) == 11 ]
0583         plausible = lambda rec, gen : 0.3*gen.pt() < rec.pt() and rec.pt() < 1.5*gen.pt()
0584         match = matchObjectCollection3(leps, event.anyPho, deltaRMax = 0.3, filter = plausible)
0585         for lep in leps:
0586             gen = match[lep]
0587             lep.mcPho = gen
0588             if lep.mcPho and lep.mcLep:
0589                 # I have both, I should keep the best one
0590                 def distance(rec,gen):
0591                     dr = deltaR(rec.eta(),rec.phi(),gen.eta(),gen.phi())
0592                     dptRel = abs(rec.pt()-gen.pt())/gen.pt()
0593                     return dr + 0.2*dptRel
0594                 dpho = distance(lep,lep.mcPho)
0595                 dlep = distance(lep,lep.mcLep)
0596                 if getattr(lep,'mcMatchAny_gp',None) and lep.mcMatchAny_gp != lep.mcLep:
0597                     dlep = min(dlep, distance(lep,lep.mcMatchAny_gp))
0598                 if dlep <= dpho: lep.mcPho = None
0599
0600     def process(self, event):
0601         self.readCollections( event.input )
0602         self.counters.counter('events').inc('all events')
0603
0604         #call the leptons functions
0605         self.makeLeptons(event)
0606
0607         if self.cfg_comp.isMC and self.cfg_ana.do_mc_match:
0608             self.matchLeptons(event)
0609             self.matchAnyLeptons(event)
0610             if self.doMatchToPhotons:
0611                 self.matchToPhotons(event)
0612
0613         return True
0614
0615 #A default config
0616 setattr(LeptonAnalyzer,"defaultConfig",cfg.Analyzer(
0617     verbose=False,
0618     class_object=LeptonAnalyzer,
0619     # input collections
0620     muons='slimmedMuons',
0621     electrons='slimmedElectrons',
0622     rhoMuon= 'fixedGridRhoFastjetAll',
0623     rhoElectron = 'fixedGridRhoFastjetAll',
0624 ##    photons='slimmedPhotons',
0625     # energy scale corrections and ghost muon suppression (off by default)
0626     doMuonScaleCorrections=False,
0627     doElectronScaleCorrections=False,
0628     doSegmentBasedMuonCleaning=False,
0629     # inclusive very loose muon selection
0630     inclusive_muon_id  = "POG_ID_Loose",
0631     inclusive_muon_pt  = 3,
0632     inclusive_muon_eta = 2.4,
0633     inclusive_muon_dxy = 0.5,
0634     inclusive_muon_dz  = 1.0,
0635     muon_dxydz_track   = "muonBestTrack",
0636     # loose muon selection
0637     loose_muon_id     = "POG_ID_Loose",
0638     loose_muon_pt     = 5,
0639     loose_muon_eta    = 2.4,
0640     loose_muon_dxy    = 0.05,
0641     loose_muon_dz     = 0.2,
0642     loose_muon_relIso = 0.4,
0643     # loose_muon_isoCut = lambda muon :muon.miniRelIso < 0.2
0644     # inclusive very loose electron selection
0645     inclusive_electron_id  = "",
0646     inclusive_electron_pt  = 5,
0647     inclusive_electron_eta = 2.5,
0648     inclusive_electron_dxy = 0.5,
0649     inclusive_electron_dz  = 1.0,
0650     inclusive_electron_lostHits = 1.0,
0651     # loose electron selection
0652     loose_electron_id     = "", #POG_MVA_ID_NonTrig_full5x5",
0653     loose_electron_pt     = 7,
0654     loose_electron_eta    = 2.4,
0655     loose_electron_dxy    = 0.05,
0656     loose_electron_dz     = 0.2,
0657     loose_electron_relIso = 0.4,
0658     # loose_electron_isoCut = lambda electron : electron.miniRelIso < 0.1
0659     loose_electron_lostHits = 1.0,
0660     # muon isolation correction method (can be "rhoArea" or "deltaBeta")
0661     mu_isoCorr = "rhoArea" ,
0662     mu_effectiveAreas = "Spring15_25ns_v1", #(can be 'Data2012' or 'Phys14_25ns_v1' or 'Spring15_25ns_v1')
0663     mu_tightId = "POG_ID_Tight" ,
0664     # electron isolation correction method (can be "rhoArea" or "deltaBeta")
0665     ele_isoCorr = "rhoArea" ,
0666     ele_effectiveAreas = "Spring15_25ns_v1" , #(can be 'Data2012' or 'Phys14_25ns_v1', or 'Spring15_50ns_v1' or 'Spring15_25ns_v1')
0667     ele_tightId = "Cuts_2012" ,
0668     # minimum deltaR between a loose electron and a loose muon (on overlaps, discard the electron)
0669     min_dr_electron_muon = 0.02,
0670     # Mini-isolation, with pT dependent cone: will fill in the miniRelIso, miniRelIsoCharged, miniRelIsoNeutral variables of the leptons (see https://indico.cern.ch/event/368826/ )
0671     doMiniIsolation = False, # off by default since it requires access to all PFCandidates
0672     packedCandidates = 'packedPFCandidates',
0673     miniIsolationPUCorr = 'rhoArea', # Allowed options: 'rhoArea' (EAs for 03 cone scaled by R^2), 'deltaBeta', 'raw' (uncorrected), 'weights' (delta beta weights; not validated)
0674                                      # Choose None to just use the individual object's PU correction
0675     miniIsolationVetoLeptons = None, # use 'inclusive' to veto inclusive leptons and their footprint in all isolation cones
0676     # Activity Annulus
0677     doIsoAnnulus = False, # off by default since it requires access to all PFCandidates
0678     # do MC matching
0679     do_mc_match = True, # note: it will in any case try it only on MC, not on data
0680     do_mc_match_photons = False, # mc match electrons to photons
0681     match_inclusiveLeptons = False, # match to all inclusive leptons
0682     )
0683 )