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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,6 +1,196 @@ | ||
| from classes.Electron import Electron | ||
| #comment for old | ||
| from PhysicsTools.Heppy.physicsobjects.Lepton import Lepton | ||
| from PhysicsTools.Heppy.physicsutils.ElectronMVAID import ElectronMVAID_Trig, ElectronMVAID_NonTrig, ElectronMVAID_TrigNoIP | ||
| import ROOT | ||
| import FastObjects | ||
| FastObjects.decorate(ROOT.pat.Electron,Electron) | ||
| Electron=FastObjects.AddPhysObjAndCallInit | ||
|
|
||
| class Electron( Lepton ): | ||
|
|
||
| def __init__(self, *args, **kwargs): | ||
| '''Initializing tightIdResult to None. The user is responsible | ||
| for setting this attribute externally if he wants to use the tightId | ||
| function.''' | ||
| super(Electron, self).__init__(*args, **kwargs) | ||
| self._physObjInit() | ||
|
|
||
| def _physObjInit(self): | ||
| self.tightIdResult = None | ||
| self.associatedVertex = None | ||
| self.rho = None | ||
| self._mvaNonTrigV0 = {True:None, False:None} | ||
| self._mvaTrigV0 = {True:None, False:None} | ||
| self._mvaTrigNoIPV0 = {True:None, False:None} | ||
|
|
||
| def electronID( self, id, vertex=None, rho=None ): | ||
| if id is None or id == "": return True | ||
| if vertex == None and hasattr(self,'associatedVertex') and self.associatedVertex != None: vertex = self.associatedVertex | ||
| if rho == None and hasattr(self,'rho') and self.rho != None: rho = self.rho | ||
| if id == "POG_MVA_ID_NonTrig": return self.mvaIDLoose() | ||
| elif id == "POG_MVA_ID_Trig": return self.mvaIDTight() | ||
| elif id == "POG_MVA_ID_NonTrig_full5x5": return self.mvaIDLoose(full5x5=True) | ||
| elif id == "POG_MVA_ID_Trig_full5x5": return self.mvaIDTight(full5x5=True) | ||
| elif id.startswith("POG_Cuts_ID_"): | ||
| return self.cutBasedId(id.replace("POG_Cuts_ID_","POG_")) | ||
| for ID in self.electronIDs(): | ||
| if ID.first == id: | ||
| return ID.second | ||
| raise RuntimeError, "Electron id '%s' not yet implemented in Electron.py" % id | ||
|
|
||
| def cutBasedId(self, wp, showerShapes="auto"): | ||
| if "_full5x5" in wp: | ||
| showerShapes = "full5x5" | ||
| wp = wp.replace("_full5x5","") | ||
| elif showerShapes == "auto": | ||
| if "POG_CSA14_25ns_v1" in wp or "POG_CSA14_50ns_v1" in wp: | ||
| showerShapes = "full5x5" | ||
| vars = { | ||
| 'dEtaIn' : abs(self.physObj.deltaEtaSuperClusterTrackAtVtx()), | ||
| 'dPhiIn' : abs(self.physObj.deltaPhiSuperClusterTrackAtVtx()), | ||
| 'sigmaIEtaIEta' : self.physObj.full5x5_sigmaIetaIeta() if showerShapes == "full5x5" else self.physObj.sigmaIetaIeta(), | ||
| 'H/E' : self.physObj.hadronicOverEm(), | ||
| #'1/E-1/p' : abs(1.0/self.physObj.ecalEnergy() - self.physObj.eSuperClusterOverP()/self.physObj.ecalEnergy()), | ||
| '1/E-1/p' : abs(1.0/self.physObj.ecalEnergy() - self.physObj.eSuperClusterOverP()/self.physObj.ecalEnergy()) if self.physObj.ecalEnergy()>0. else 9e9, | ||
| } | ||
| WP = { | ||
| ## ------- https://twiki.cern.ch/twiki/bin/viewauth/CMS/EgammaCutBasedIdentification?rev=31 | ||
| 'POG_2012_Veto' : [('dEtaIn', [0.007, 0.01]), ('dPhiIn', [0.8, 0.7 ]), ('sigmaIEtaIEta', [0.01, 0.03]), ('H/E', [0.15, 9e9]), ('1/E-1/p', [9e9, 9e9])], | ||
| 'POG_2012_Loose' : [('dEtaIn', [0.007, 0.009]), ('dPhiIn', [0.15, 0.1 ]), ('sigmaIEtaIEta', [0.01, 0.03]), ('H/E', [0.12, 0.1]), ('1/E-1/p', [0.05, 0.05])], | ||
| 'POG_2012_Medium' : [('dEtaIn', [0.004, 0.007]), ('dPhiIn', [0.06, 0.03]), ('sigmaIEtaIEta', [0.01, 0.03]), ('H/E', [0.12, 0.1]), ('1/E-1/p', [0.05, 0.05])], | ||
| 'POG_2012_Tight' : [('dEtaIn', [0.004, 0.005]), ('dPhiIn', [0.03, 0.02]), ('sigmaIEtaIEta', [0.01, 0.03]), ('H/E', [0.12, 0.1]), ('1/E-1/p', [0.05, 0.05])], | ||
| ## ------- https://indico.cern.cH/Event/298242/contribution/1/material/slides/5.pdf (slide 5) | ||
| 'POG_CSA14_25ns_v1_Veto' : [('dEtaIn', [0.012, 0.015]), ('dPhiIn', [0.8, 0.7 ]), ('sigmaIEtaIEta', [0.01 , 0.033]), ('H/E', [0.15, 9e9 ]), ('1/E-1/p', [9e9, 9e9])], | ||
| 'POG_CSA14_25ns_v1_Loose' : [('dEtaIn', [0.012, 0.014]), ('dPhiIn', [0.15, 0.1 ]), ('sigmaIEtaIEta', [0.01 , 0.033]), ('H/E', [0.12, 0.12]), ('1/E-1/p', [0.05, 0.05])], | ||
| 'POG_CSA14_25ns_v1_Medium' : [('dEtaIn', [0.009, 0.012]), ('dPhiIn', [0.06, 0.03]), ('sigmaIEtaIEta', [0.01 , 0.031]), ('H/E', [0.12, 0.12]), ('1/E-1/p', [0.05, 0.05])], | ||
| 'POG_CSA14_25ns_v1_Tight' : [('dEtaIn', [0.009, 0.010]), ('dPhiIn', [0.03, 0.02]), ('sigmaIEtaIEta', [0.01 , 0.031]), ('H/E', [0.12, 0.12]), ('1/E-1/p', [0.05, 0.05])], | ||
| 'POG_CSA14_50ns_v1_Veto' : [('dEtaIn', [0.012, 0.022]), ('dPhiIn', [0.8, 0.7 ]), ('sigmaIEtaIEta', [0.012, 0.033]), ('H/E', [0.15, 9e9 ]), ('1/E-1/p', [9e9, 9e9])], | ||
| 'POG_CSA14_50ns_v1_Loose' : [('dEtaIn', [0.012, 0.021]), ('dPhiIn', [0.15, 0.1 ]), ('sigmaIEtaIEta', [0.012, 0.033]), ('H/E', [0.12, 0.12]), ('1/E-1/p', [0.05, 0.05])], | ||
| 'POG_CSA14_50ns_v1_Medium' : [('dEtaIn', [0.009, 0.019]), ('dPhiIn', [0.06, 0.03]), ('sigmaIEtaIEta', [0.01 , 0.031]), ('H/E', [0.12, 0.12]), ('1/E-1/p', [0.05, 0.05])], | ||
| 'POG_CSA14_50ns_v1_Tight' : [('dEtaIn', [0.009, 0.017]), ('dPhiIn', [0.03, 0.02]), ('sigmaIEtaIEta', [0.01 , 0.031]), ('H/E', [0.12, 0.12]), ('1/E-1/p', [0.05, 0.05])], | ||
| } | ||
| if wp not in WP: | ||
| raise RuntimeError, "Working point '%s' not yet implemented in Electron.py" % wp | ||
| for (cut_name,(cut_eb,cut_ee)) in WP[wp]: | ||
| if vars[cut_name] >= (cut_eb if self.physObj.isEB() else cut_ee): | ||
| return False | ||
| return True | ||
|
|
||
| def absEffAreaIso(self,rho,effectiveAreas): | ||
| '''MIKE, missing doc. | ||
| Should have the same name as the function in the mother class. | ||
| Can call the mother class function with super. | ||
| ''' | ||
| return self.absIsoFromEA(rho,self.superCluster().eta(),effectiveAreas.eGamma) | ||
|
|
||
| def mvaId( self ): | ||
| return self.mvaNonTrigV0() | ||
|
|
||
| def tightId( self ): | ||
| return self.tightIdResult | ||
|
|
||
| def mvaNonTrigV0( self, full5x5=False, debug = False ): | ||
| if self._mvaNonTrigV0[full5x5] == None: | ||
| if self.associatedVertex == None: raise RuntimeError, "You need to set electron.associatedVertex before calling any MVA" | ||
| if self.rho == None: raise RuntimeError, "You need to set electron.rho before calling any MVA" | ||
| self._mvaNonTrigV0[full5x5] = ElectronMVAID_NonTrig(self.physObj, self.associatedVertex, self.rho, full5x5, debug) | ||
| return self._mvaNonTrigV0[full5x5] | ||
|
|
||
| def mvaTrigV0( self, full5x5=False, debug = False ): | ||
| if self._mvaTrigV0[full5x5] == None: | ||
| if self.associatedVertex == None: raise RuntimeError, "You need to set electron.associatedVertex before calling any MVA" | ||
| if self.rho == None: raise RuntimeError, "You need to set electron.rho before calling any MVA" | ||
| self._mvaTrigV0[full5x5] = ElectronMVAID_Trig(self.physObj, self.associatedVertex, self.rho, full5x5, debug) | ||
| return self._mvaTrigV0[full5x5] | ||
|
|
||
| def mvaTrigNoIPV0( self, full5x5=False, debug = False ): | ||
| if self._mvaTrigNoIPV0[full5x5] == None: | ||
| if self.associatedVertex == None: raise RuntimeError, "You need to set electron.associatedVertex before calling any MVA" | ||
| if self.rho == None: raise RuntimeError, "You need to set electron.rho before calling any MVA" | ||
| self._mvaTrigNoIPV0[full5x5] = ElectronMVAID_TrigNoIP(self.physObj, self.associatedVertex, self.rho, full5x5, debug) | ||
| return self._mvaTrigNoIPV0[full5x5] | ||
|
|
||
|
|
||
| def mvaIDTight(self, full5x5=False): | ||
| eta = abs(self.superCluster().eta()) | ||
| if self.pt() < 20: | ||
| if (eta < 0.8) : return self.mvaTrigV0(full5x5) > +0.00; | ||
| elif (eta < 1.479): return self.mvaTrigV0(full5x5) > +0.10; | ||
| else : return self.mvaTrigV0(full5x5) > +0.62; | ||
| else: | ||
| if (eta < 0.8) : return self.mvaTrigV0(full5x5) > +0.94; | ||
| elif (eta < 1.479): return self.mvaTrigV0(full5x5) > +0.85; | ||
| else : return self.mvaTrigV0(full5x5) > +0.92; | ||
|
|
||
| def mvaIDLoose(self, full5x5=False): | ||
| eta = abs(self.superCluster().eta()) | ||
| if self.pt() < 10: | ||
| if (eta < 0.8) : return self.mvaNonTrigV0(full5x5) > +0.47; | ||
| elif (eta < 1.479): return self.mvaNonTrigV0(full5x5) > +0.004; | ||
| else : return self.mvaNonTrigV0(full5x5) > +0.295; | ||
| else: | ||
| if (eta < 0.8) : return self.mvaNonTrigV0(full5x5) > -0.34; | ||
| elif (eta < 1.479): return self.mvaNonTrigV0(full5x5) > -0.65; | ||
| else : return self.mvaNonTrigV0(full5x5) > +0.60; | ||
|
|
||
| def mvaIDZZ(self): | ||
| return self.mvaIDLoose() and (self.gsfTrack().trackerExpectedHitsInner().numberOfLostHits()<=1) | ||
|
|
||
| def chargedHadronIsoR(self,R=0.4): | ||
| if R == 0.3: return self.physObj.pfIsolationVariables().sumChargedHadronPt | ||
| elif R == 0.4: return self.physObj.chargedHadronIso() | ||
| raise RuntimeError, "Electron chargedHadronIso missing for R=%s" % R | ||
|
|
||
| def neutralHadronIsoR(self,R=0.4): | ||
| if R == 0.3: return self.physObj.pfIsolationVariables().sumNeutralHadronEt | ||
| elif R == 0.4: return self.physObj.neutralHadronIso() | ||
| raise RuntimeError, "Electron neutralHadronIso missing for R=%s" % R | ||
|
|
||
| def photonIsoR(self,R=0.4): | ||
| if R == 0.3: return self.physObj.pfIsolationVariables().sumPhotonEt | ||
| elif R == 0.4: return self.physObj.photonIso() | ||
| raise RuntimeError, "Electron photonIso missing for R=%s" % R | ||
|
|
||
| def chargedAllIso(self,R=0.4): | ||
| if R == 0.3: return self.physObj.pfIsolationVariables().sumChargedParticlePt | ||
| raise RuntimeError, "Electron chargedAllIso missing for R=%s" % R | ||
|
|
||
| def puChargedHadronIsoR(self,R=0.4): | ||
| if R == 0.3: return self.physObj.pfIsolationVariables().sumPUPt | ||
| elif R == 0.4: return self.physObj.puChargedHadronIso() | ||
| raise RuntimeError, "Electron chargedHadronIso missing for R=%s" % R | ||
|
|
||
|
|
||
|
|
||
|
|
||
| def chargedAllIso(self): | ||
| '''This function is used in the isolation, see Lepton class. | ||
| Here, we replace the all charged isolation by the all charged isolation with cone veto''' | ||
| return self.chargedAllIsoWithConeVeto() | ||
|
|
||
|
|
||
| def dxy(self, vertex=None): | ||
| '''Returns dxy. | ||
| Computed using vertex (or self.associatedVertex if vertex not specified), | ||
| and the gsf track. | ||
| ''' | ||
| if vertex is None: | ||
| vertex = self.associatedVertex | ||
| return self.gsfTrack().dxy( vertex.position() ) | ||
| def p4(self): | ||
| return ROOT.reco.Candidate.p4(self.physObj) | ||
|
|
||
| # def p4(self): | ||
| # return self.physObj.p4(self.physObj.candidateP4Kind()) # if kind == None else kind) | ||
|
|
||
| def dz(self, vertex=None): | ||
| '''Returns dz. | ||
| Computed using vertex (or self.associatedVertex if vertex not specified), | ||
| and the gsf track. | ||
| ''' | ||
| if vertex is None: | ||
| vertex = self.associatedVertex | ||
| return self.gsfTrack().dz( vertex.position() ) | ||
|
|
||
| def lostInner(self) : | ||
| if hasattr(self.gsfTrack(),"trackerExpectedHitsInner") : | ||
| return self.gsfTrack().trackerExpectedHitsInner().numberOfLostHits() | ||
| else : | ||
| return self.gsfTrack().hitPattern().numberOfHits(ROOT.reco.HitPattern.MISSING_INNER_HITS) | ||
|
|
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