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electrons_cff.py
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1 import FWCore.ParameterSet.Config as cms
2 from Configuration.Eras.Modifier_run2_miniAOD_80XLegacy_cff import run2_miniAOD_80XLegacy
3 from Configuration.Eras.Modifier_run2_nanoAOD_94XMiniAODv1_cff import run2_nanoAOD_94XMiniAODv1
4 from Configuration.Eras.Modifier_run2_nanoAOD_94XMiniAODv2_cff import run2_nanoAOD_94XMiniAODv2
5 from Configuration.Eras.Modifier_run2_nanoAOD_94X2016_cff import run2_nanoAOD_94X2016
6 
7 from PhysicsTools.NanoAOD.common_cff import *
8 import PhysicsTools.PatAlgos.producersLayer1.electronProducer_cfi
9 from math import ceil,log
10 
11 # this below is used only in some eras
12 slimmedElectronsUpdated = cms.EDProducer("PATElectronUpdater",
13  src = cms.InputTag("slimmedElectrons"),
14  vertices = cms.InputTag("offlineSlimmedPrimaryVertices"),
15  computeMiniIso = cms.bool(False),
16  pfCandsForMiniIso = cms.InputTag("packedPFCandidates"),
17  miniIsoParamsB = PhysicsTools.PatAlgos.producersLayer1.electronProducer_cfi.patElectrons.miniIsoParamsB, # so they're in sync
18  miniIsoParamsE = PhysicsTools.PatAlgos.producersLayer1.electronProducer_cfi.patElectrons.miniIsoParamsE, # so they're in sync
19 )
20 run2_miniAOD_80XLegacy.toModify( slimmedElectronsUpdated, computeMiniIso = True )
21 
22 electron_id_modules_WorkingPoints_nanoAOD = cms.PSet(
23  modules = cms.vstring(
24  'RecoEgamma.ElectronIdentification.Identification.cutBasedElectronID_Fall17_94X_V1_cff',
25  'RecoEgamma.ElectronIdentification.Identification.cutBasedElectronID_Fall17_94X_V2_cff',
26  'RecoEgamma.ElectronIdentification.Identification.heepElectronID_HEEPV70_cff',
27  'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Fall17_iso_V1_cff',
28  'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Fall17_noIso_V1_cff',
29  'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Fall17_iso_V2_cff',
30  'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Fall17_noIso_V2_cff',
31  ),
32  WorkingPoints = cms.vstring(
33  "egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V2-veto",
34  "egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V2-loose",
35  "egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V2-medium",
36  "egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V2-tight",
37  )
38 )
39 
40 for modifier in run2_miniAOD_80XLegacy,run2_nanoAOD_94X2016:
41  modifier.toModify(electron_id_modules_WorkingPoints_nanoAOD,
42  modules = cms.vstring(
43  'RecoEgamma.ElectronIdentification.Identification.cutBasedElectronID_Fall17_94X_V1_cff',
44  'RecoEgamma.ElectronIdentification.Identification.cutBasedElectronID_Fall17_94X_V2_cff',
45  'RecoEgamma.ElectronIdentification.Identification.heepElectronID_HEEPV70_cff',
46  'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Fall17_iso_V1_cff',
47  'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Fall17_noIso_V1_cff',
48  'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Fall17_iso_V2_cff',
49  'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Fall17_noIso_V2_cff',
50  'RecoEgamma.ElectronIdentification.Identification.cutBasedElectronID_Summer16_80X_V1_cff',
51  'RecoEgamma.ElectronIdentification.Identification.cutBasedElectronHLTPreselecition_Summer16_V1_cff',
52  'RecoEgamma.ElectronIdentification.Identification.cutBasedElectronID_Spring15_25ns_V1_cff',
53  'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Spring16_GeneralPurpose_V1_cff',
54  'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Spring16_HZZ_V1_cff',
55  ),
56  WorkingPoints = cms.vstring(
57  "egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V2-veto",
58  "egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V2-loose",
59  "egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V2-medium",
60  "egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V2-tight",
61  )
62 )
63 
64 
65 def _get_bitmapVIDForEle_docstring(modules,WorkingPoints):
66  docstring=''
67  for modname in modules:
68  ids= __import__(modname, globals(), locals(), ['idName','cutFlow'])
69  for name in dir(ids):
70  _id = getattr(ids,name)
71  if hasattr(_id,'idName') and hasattr(_id,'cutFlow'):
72  if (len(WorkingPoints)>0 and _id.idName==WorkingPoints[0].split(':')[-1]):
73  docstring = 'VID compressed bitmap (%s), %d bits per cut'%(','.join([cut.cutName.value() for cut in _id.cutFlow]),int(ceil(log(len(WorkingPoints)+1,2))))
74  return docstring
75 
76 bitmapVIDForEle = cms.EDProducer("EleVIDNestedWPBitmapProducer",
77  src = cms.InputTag("slimmedElectrons"),
78  WorkingPoints = electron_id_modules_WorkingPoints_nanoAOD.WorkingPoints,
79 )
80 _bitmapVIDForEle_docstring = _get_bitmapVIDForEle_docstring(electron_id_modules_WorkingPoints_nanoAOD.modules,bitmapVIDForEle.WorkingPoints)
81 
82 bitmapVIDForEleSpring15 = bitmapVIDForEle.clone()
83 bitmapVIDForEleSpring15.WorkingPoints = cms.vstring(
84  "egmGsfElectronIDs:cutBasedElectronID-Spring15-25ns-V1-standalone-veto",
85  "egmGsfElectronIDs:cutBasedElectronID-Spring15-25ns-V1-standalone-loose",
86  "egmGsfElectronIDs:cutBasedElectronID-Spring15-25ns-V1-standalone-medium",
87 # "egmGsfElectronIDs:cutBasedElectronID-Spring15-25ns-V1-standalone-tight", # not fitting in sizeof(int)
88 )
89 _bitmapVIDForEleSpring15_docstring = _get_bitmapVIDForEle_docstring(electron_id_modules_WorkingPoints_nanoAOD.modules,bitmapVIDForEleSpring15.WorkingPoints)
90 
91 bitmapVIDForEleSum16 = bitmapVIDForEle.clone()
92 bitmapVIDForEleSum16.WorkingPoints = cms.vstring(
93  "egmGsfElectronIDs:cutBasedElectronID-Summer16-80X-V1-veto",
94  "egmGsfElectronIDs:cutBasedElectronID-Summer16-80X-V1-loose",
95  "egmGsfElectronIDs:cutBasedElectronID-Summer16-80X-V1-medium",
96  "egmGsfElectronIDs:cutBasedElectronID-Summer16-80X-V1-tight",
97 )
98 _bitmapVIDForEleSum16_docstring = _get_bitmapVIDForEle_docstring(electron_id_modules_WorkingPoints_nanoAOD.modules,bitmapVIDForEleSum16.WorkingPoints)
99 
100 bitmapVIDForEleHEEP = bitmapVIDForEle.clone()
101 bitmapVIDForEleHEEP.WorkingPoints = cms.vstring(
102  "egmGsfElectronIDs:heepElectronID-HEEPV70"
103 )
104 _bitmapVIDForEleHEEP_docstring = _get_bitmapVIDForEle_docstring(electron_id_modules_WorkingPoints_nanoAOD.modules,bitmapVIDForEleHEEP.WorkingPoints)
105 
106 
107 for modifier in run2_miniAOD_80XLegacy, :
108  modifier.toModify(bitmapVIDForEle, src = "slimmedElectronsUpdated")
109  modifier.toModify(bitmapVIDForEleSpring15, src = "slimmedElectronsUpdated")
110  modifier.toModify(bitmapVIDForEleSum16, src = "slimmedElectronsUpdated")
111  modifier.toModify(bitmapVIDForEleHEEP, src = "slimmedElectronsUpdated")
112 
113 isoForEle = cms.EDProducer("EleIsoValueMapProducer",
114  src = cms.InputTag("slimmedElectrons"),
115  relative = cms.bool(False),
116  rho_MiniIso = cms.InputTag("fixedGridRhoFastjetAll"),
117  rho_PFIso = cms.InputTag("fixedGridRhoFastjetAll"),
118  EAFile_MiniIso = cms.FileInPath("RecoEgamma/ElectronIdentification/data/Fall17/effAreaElectrons_cone03_pfNeuHadronsAndPhotons_94X.txt"),
119  EAFile_PFIso = cms.FileInPath("RecoEgamma/ElectronIdentification/data/Fall17/effAreaElectrons_cone03_pfNeuHadronsAndPhotons_94X.txt"),
120 )
121 run2_miniAOD_80XLegacy.toModify(isoForEle, src = "slimmedElectronsUpdated",
122  EAFile_MiniIso = "RecoEgamma/ElectronIdentification/data/Spring15/effAreaElectrons_cone03_pfNeuHadronsAndPhotons_25ns.txt",
123  EAFile_PFIso = "RecoEgamma/ElectronIdentification/data/Summer16/effAreaElectrons_cone03_pfNeuHadronsAndPhotons_80X.txt")
124 run2_nanoAOD_94X2016.toModify(isoForEle,
125  EAFile_MiniIso = "RecoEgamma/ElectronIdentification/data/Spring15/effAreaElectrons_cone03_pfNeuHadronsAndPhotons_25ns.txt",
126  EAFile_PFIso = "RecoEgamma/ElectronIdentification/data/Summer16/effAreaElectrons_cone03_pfNeuHadronsAndPhotons_80X.txt")
127 
128 ptRatioRelForEle = cms.EDProducer("ElectronJetVarProducer",
129  srcJet = cms.InputTag("updatedJets"),
130  srcLep = cms.InputTag("slimmedElectrons"),
131  srcVtx = cms.InputTag("offlineSlimmedPrimaryVertices"),
132 )
133 run2_miniAOD_80XLegacy.toModify(ptRatioRelForEle, srcLep = "slimmedElectronsUpdated")
134 
135 seedGainEle = cms.EDProducer("ElectronSeedGainProducer", src = cms.InputTag("slimmedElectrons"))
136 run2_miniAOD_80XLegacy.toModify(seedGainEle, src = "slimmedElectronsUpdated")
137 
138 import EgammaAnalysis.ElectronTools.calibratedElectronsRun2_cfi
139 
140 import RecoEgamma.EgammaTools.calibratedEgammas_cff
141 
142 calibratedPatElectrons80XLegacy = RecoEgamma.EgammaTools.calibratedEgammas_cff.calibratedPatElectrons.clone(
143  produceCalibratedObjs = False,
144  correctionFile = cms.string("EgammaAnalysis/ElectronTools/data/ScalesSmearings/Legacy2016_07Aug2017_FineEtaR9_v3_ele_unc"),
145 )
146 run2_miniAOD_80XLegacy.toModify(calibratedPatElectrons80XLegacy, src = "slimmedElectronsUpdated")
147 
148 calibratedPatElectrons94X = RecoEgamma.EgammaTools.calibratedEgammas_cff.calibratedPatElectrons.clone(
149  produceCalibratedObjs = False,
150  correctionFile = cms.string("EgammaAnalysis/ElectronTools/data/ScalesSmearings/Run2017_17Nov2017_v1_ele_unc"),
151 )
152 
153 calibratedPatElectrons102X = RecoEgamma.EgammaTools.calibratedEgammas_cff.calibratedPatElectrons.clone(
154  produceCalibratedObjs = False,
155  correctionFile = cms.string("EgammaAnalysis/ElectronTools/data/ScalesSmearings/Run2018_Step2Closure_CoarseEtaR9Gain_v2"),
156 )
157 
158 slimmedElectronsWithUserData = cms.EDProducer("PATElectronUserDataEmbedder",
159  src = cms.InputTag("slimmedElectrons"),
160  userFloats = cms.PSet(
161  mvaFall17V1Iso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Fall17IsoV1Values"),
162  mvaFall17V1noIso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Fall17NoIsoV1Values"),
163  mvaFall17V2Iso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Fall17IsoV2Values"),
164  mvaFall17V2noIso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Fall17NoIsoV2Values"),
165  miniIsoChg = cms.InputTag("isoForEle:miniIsoChg"),
166  miniIsoAll = cms.InputTag("isoForEle:miniIsoAll"),
167  PFIsoChg = cms.InputTag("isoForEle:PFIsoChg"),
168  PFIsoAll = cms.InputTag("isoForEle:PFIsoAll"),
169  PFIsoAll04 = cms.InputTag("isoForEle:PFIsoAll04"),
170  ptRatio = cms.InputTag("ptRatioRelForEle:ptRatio"),
171  ptRel = cms.InputTag("ptRatioRelForEle:ptRel"),
172  jetNDauChargedMVASel = cms.InputTag("ptRatioRelForEle:jetNDauChargedMVASel"),
173  dr03TkSumPtHEEP = cms.InputTag("heepIDVarValueMaps","eleTrkPtIso")
174  ),
175  userIntFromBools = cms.PSet(
176 
177  mvaFall17V1Iso_WP90 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-iso-V1-wp90"),
178  mvaFall17V1Iso_WP80 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-iso-V1-wp80"),
179  mvaFall17V1Iso_WPL = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-iso-V1-wpLoose"),
180  mvaFall17V1noIso_WP90 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-noIso-V1-wp90"),
181  mvaFall17V1noIso_WP80 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-noIso-V1-wp80"),
182  mvaFall17V1noIso_WPL = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-noIso-V1-wpLoose"),
183 
184  mvaFall17V2Iso_WP90 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-iso-V2-wp90"),
185  mvaFall17V2Iso_WP80 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-iso-V2-wp80"),
186  mvaFall17V2Iso_WPL = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-iso-V2-wpLoose"),
187  mvaFall17V2noIso_WP90 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-noIso-V2-wp90"),
188  mvaFall17V2noIso_WP80 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-noIso-V2-wp80"),
189  mvaFall17V2noIso_WPL = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-noIso-V2-wpLoose"),
190 
191  cutbasedID_Fall17_V1_veto = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V1-veto"),
192  cutbasedID_Fall17_V1_loose = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V1-loose"),
193  cutbasedID_Fall17_V1_medium = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V1-medium"),
194  cutbasedID_Fall17_V1_tight = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V1-tight"),
195  cutbasedID_Fall17_V2_veto = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V2-veto"),
196  cutbasedID_Fall17_V2_loose = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V2-loose"),
197  cutbasedID_Fall17_V2_medium = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V2-medium"),
198  cutbasedID_Fall17_V2_tight = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V2-tight"),
199  cutbasedID_HEEP = cms.InputTag("egmGsfElectronIDs:heepElectronID-HEEPV70"),
200  ),
201  userInts = cms.PSet(
202  VIDNestedWPBitmap = cms.InputTag("bitmapVIDForEle"),
203  VIDNestedWPBitmapHEEP = cms.InputTag("bitmapVIDForEleHEEP"),
204  seedGain = cms.InputTag("seedGainEle"),
205  ),
206  userCands = cms.PSet(
207  jetForLepJetVar = cms.InputTag("ptRatioRelForEle:jetForLepJetVar") # warning: Ptr is null if no match is found
208  ),
209 )
210 run2_miniAOD_80XLegacy.toModify(slimmedElectronsWithUserData, src = "slimmedElectronsUpdated")
211 run2_miniAOD_80XLegacy.toModify(slimmedElectronsWithUserData.userFloats,
212  mvaSpring16GP = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Spring16GeneralPurposeV1Values"),
213  mvaSpring16HZZ = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Spring16HZZV1Values"),
214 )
215 run2_miniAOD_80XLegacy.toModify(slimmedElectronsWithUserData.userFloats,
216  ecalTrkEnergyErrPostCorrNew = cms.InputTag("calibratedPatElectrons80XLegacy","ecalTrkEnergyErrPostCorr"),
217  ecalTrkEnergyPreCorrNew = cms.InputTag("calibratedPatElectrons80XLegacy","ecalTrkEnergyPreCorr"),
218  ecalTrkEnergyPostCorrNew = cms.InputTag("calibratedPatElectrons80XLegacy","ecalTrkEnergyPostCorr"),
219 )
220 run2_nanoAOD_94XMiniAODv1.toModify(slimmedElectronsWithUserData.userFloats,
221  ecalTrkEnergyErrPostCorrNew = cms.InputTag("calibratedPatElectrons94X","ecalTrkEnergyErrPostCorr"),
222  ecalTrkEnergyPreCorrNew = cms.InputTag("calibratedPatElectrons94X","ecalTrkEnergyPreCorr"),
223  ecalTrkEnergyPostCorrNew = cms.InputTag("calibratedPatElectrons94X","ecalTrkEnergyPostCorr"),
224 )
225 
226 #the94X miniAOD V2 had a bug in the scale and smearing for electrons in the E/p comb
227 #therefore we redo it but but we need use a new name for the userFloat as we cant override existing userfloats
228 #for technical reasons
229 run2_nanoAOD_94XMiniAODv2.toModify(slimmedElectronsWithUserData.userFloats,
230  ecalTrkEnergyErrPostCorrNew = cms.InputTag("calibratedPatElectrons94X","ecalTrkEnergyErrPostCorr"),
231  ecalTrkEnergyPreCorrNew = cms.InputTag("calibratedPatElectrons94X","ecalTrkEnergyPreCorr"),
232  ecalTrkEnergyPostCorrNew = cms.InputTag("calibratedPatElectrons94X","ecalTrkEnergyPostCorr"),
233 )
234 
235 (~(run2_miniAOD_80XLegacy | run2_nanoAOD_94X2016 | run2_nanoAOD_94XMiniAODv1 | run2_nanoAOD_94XMiniAODv2)).toModify(slimmedElectronsWithUserData.userFloats,
236  ecalTrkEnergyErrPostCorrNew = cms.InputTag("calibratedPatElectrons102X","ecalTrkEnergyErrPostCorr"),
237  ecalTrkEnergyPreCorrNew = cms.InputTag("calibratedPatElectrons102X","ecalTrkEnergyPreCorr"),
238  ecalTrkEnergyPostCorrNew = cms.InputTag("calibratedPatElectrons102X","ecalTrkEnergyPostCorr"),
239 )
240 
241 
242 run2_miniAOD_80XLegacy.toModify(slimmedElectronsWithUserData.userIntFromBools,
243  mvaSpring16GP_WP90 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Spring16-GeneralPurpose-V1-wp90"),
244  mvaSpring16GP_WP80 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Spring16-GeneralPurpose-V1-wp80"),
245  mvaSpring16HZZ_WPL = cms.InputTag("egmGsfElectronIDs:mvaEleID-Spring16-HZZ-V1-wpLoose"),
246  cutbasedID_Sum16_veto = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Summer16-80X-V1-veto"),
247  cutbasedID_Sum16_loose = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Summer16-80X-V1-loose"),
248  cutbasedID_Sum16_medium = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Summer16-80X-V1-medium"),
249  cutbasedID_Sum16_tight = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Summer16-80X-V1-tight"),
250  cutbasedID_HLT = cms.InputTag("egmGsfElectronIDs:cutBasedElectronHLTPreselection-Summer16-V1"),
251  cutbasedID_Spring15_veto = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Spring15-25ns-V1-standalone-veto"),
252  cutbasedID_Spring15_loose = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Spring15-25ns-V1-standalone-loose"),
253  cutbasedID_Spring15_medium = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Spring15-25ns-V1-standalone-medium"),
254  cutbasedID_Spring15_tight = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Spring15-25ns-V1-standalone-tight"),
255 )
256 
257 run2_nanoAOD_94X2016.toModify(slimmedElectronsWithUserData.userIntFromBools,
258  # MVAs and HEEP are already pre-computed. Cut-based too (except V2), but we re-add it for consistency with the nested bitmap
259  cutbasedID_Sum16_veto = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Summer16-80X-V1-veto"),
260  cutbasedID_Sum16_loose = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Summer16-80X-V1-loose"),
261  cutbasedID_Sum16_medium = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Summer16-80X-V1-medium"),
262  cutbasedID_Sum16_tight = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Summer16-80X-V1-tight"),
263  cutbasedID_HLT = cms.InputTag("egmGsfElectronIDs:cutBasedElectronHLTPreselection-Summer16-V1"),
264  cutbasedID_Spring15_veto = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Spring15-25ns-V1-standalone-veto"),
265  cutbasedID_Spring15_loose = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Spring15-25ns-V1-standalone-loose"),
266  cutbasedID_Spring15_medium = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Spring15-25ns-V1-standalone-medium"),
267  cutbasedID_Spring15_tight = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Spring15-25ns-V1-standalone-tight"),
268  cutbasedID_Fall17_V2_veto = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V2-veto"),
269  cutbasedID_Fall17_V2_loose = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V2-loose"),
270  cutbasedID_Fall17_V2_medium = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V2-medium"),
271  cutbasedID_Fall17_V2_tight = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V2-tight"),
272 
273 )
274 for modifier in run2_miniAOD_80XLegacy, run2_nanoAOD_94X2016:
275  modifier.toModify(slimmedElectronsWithUserData.userInts,
276  VIDNestedWPBitmapSpring15 = cms.InputTag("bitmapVIDForEleSpring15"),
277  VIDNestedWPBitmapSum16 = cms.InputTag("bitmapVIDForEleSum16"),
278  )
279 
280 finalElectrons = cms.EDFilter("PATElectronRefSelector",
281  src = cms.InputTag("slimmedElectronsWithUserData"),
282  cut = cms.string("pt > 5 ")
283 )
284 
285 electronMVATTH= cms.EDProducer("EleBaseMVAValueMapProducer",
286  src = cms.InputTag("linkedObjects","electrons"),
287  weightFile = cms.FileInPath("PhysicsTools/NanoAOD/data/el_BDTG_2017.weights.xml"),
288  name = cms.string("electronMVATTH"),
289  isClassifier = cms.bool(True),
290  variablesOrder = cms.vstring(["LepGood_pt","LepGood_eta","LepGood_jetNDauChargedMVASel","LepGood_miniRelIsoCharged","LepGood_miniRelIsoNeutral","LepGood_jetPtRelv2","LepGood_jetDF","LepGood_jetPtRatio","LepGood_dxy","LepGood_sip3d","LepGood_dz","LepGood_mvaFall17V2noIso"]),
291  variables = cms.PSet(
292  LepGood_pt = cms.string("pt"),
293  LepGood_eta = cms.string("eta"),
294  LepGood_jetNDauChargedMVASel = cms.string("?userCand('jetForLepJetVar').isNonnull()?userFloat('jetNDauChargedMVASel'):0"),
295  LepGood_miniRelIsoCharged = cms.string("userFloat('miniIsoChg')/pt"),
296  LepGood_miniRelIsoNeutral = cms.string("(userFloat('miniIsoAll')-userFloat('miniIsoChg'))/pt"),
297  LepGood_jetPtRelv2 = cms.string("?userCand('jetForLepJetVar').isNonnull()?userFloat('ptRel'):0"),
298  LepGood_jetDF = cms.string("?userCand('jetForLepJetVar').isNonnull()?max(userCand('jetForLepJetVar').bDiscriminator('pfDeepFlavourJetTags:probbb')+userCand('jetForLepJetVar').bDiscriminator('pfDeepFlavourJetTags:probb')+userCand('jetForLepJetVar').bDiscriminator('pfDeepFlavourJetTags:problepb'),0.0):0.0"),
299  LepGood_jetPtRatio = cms.string("?userCand('jetForLepJetVar').isNonnull()?min(userFloat('ptRatio'),1.5):1.0/(1.0+userFloat('PFIsoAll04')/pt)"),
300  LepGood_dxy = cms.string("log(abs(dB('PV2D')))"),
301  LepGood_sip3d = cms.string("abs(dB('PV3D')/edB('PV3D'))"),
302  LepGood_dz = cms.string("log(abs(dB('PVDZ')))"),
303  LepGood_mvaFall17V2noIso = cms.string("userFloat('mvaFall17V2noIso')"),
304  )
305 )
306 for modifier in run2_miniAOD_80XLegacy, run2_nanoAOD_94X2016:
307  modifier.toModify(electronMVATTH,
308  weightFile = "PhysicsTools/NanoAOD/data/el_BDTG_2016.weights.xml",
309 )
310 
311 electronTable = cms.EDProducer("SimpleCandidateFlatTableProducer",
312  src = cms.InputTag("linkedObjects","electrons"),
313  cut = cms.string(""), #we should not filter on cross linked collections
314  name= cms.string("Electron"),
315  doc = cms.string("slimmedElectrons after basic selection (" + finalElectrons.cut.value()+")"),
316  singleton = cms.bool(False), # the number of entries is variable
317  extension = cms.bool(False), # this is the main table for the electrons
318  variables = cms.PSet(CandVars,
319  jetIdx = Var("?hasUserCand('jet')?userCand('jet').key():-1", int, doc="index of the associated jet (-1 if none)"),
320  photonIdx = Var("?overlaps('photons').size()>0?overlaps('photons')[0].key():-1", int, doc="index of the associated photon (-1 if none)"),
321  energyErr = Var("p4Error('P4_COMBINATION')",float,doc="energy error of the cluster-track combination",precision=6),
322  dz = Var("dB('PVDZ')",float,doc="dz (with sign) wrt first PV, in cm",precision=10),
323  dzErr = Var("abs(edB('PVDZ'))",float,doc="dz uncertainty, in cm",precision=6),
324  dxy = Var("dB('PV2D')",float,doc="dxy (with sign) wrt first PV, in cm",precision=10),
325  dxyErr = Var("edB('PV2D')",float,doc="dxy uncertainty, in cm",precision=6),
326  ip3d = Var("abs(dB('PV3D'))",float,doc="3D impact parameter wrt first PV, in cm",precision=10),
327  sip3d = Var("abs(dB('PV3D')/edB('PV3D'))",float,doc="3D impact parameter significance wrt first PV, in cm",precision=10),
328  deltaEtaSC = Var("superCluster().eta()-eta()",float,doc="delta eta (SC,ele) with sign",precision=10),
329  r9 = Var("full5x5_r9()",float,doc="R9 of the supercluster, calculated with full 5x5 region",precision=10),
330  sieie = Var("full5x5_sigmaIetaIeta()",float,doc="sigma_IetaIeta of the supercluster, calculated with full 5x5 region",precision=10),
331  eInvMinusPInv = Var("(1-eSuperClusterOverP())/ecalEnergy()",float,doc="1/E_SC - 1/p_trk",precision=10),
332 
333  mvaFall17V1Iso = Var("userFloat('mvaFall17V1Iso')",float,doc="MVA Iso ID V1 score"),
334  mvaFall17V1Iso_WP80 = Var("userInt('mvaFall17V1Iso_WP80')",bool,doc="MVA Iso ID V1 WP80"),
335  mvaFall17V1Iso_WP90 = Var("userInt('mvaFall17V1Iso_WP90')",bool,doc="MVA Iso ID V1 WP90"),
336  mvaFall17V1Iso_WPL = Var("userInt('mvaFall17V1Iso_WPL')",bool,doc="MVA Iso ID V1 loose WP"),
337  mvaFall17V1noIso = Var("userFloat('mvaFall17V1noIso')",float,doc="MVA noIso ID V1 score"),
338  mvaFall17V1noIso_WP80 = Var("userInt('mvaFall17V1noIso_WP80')",bool,doc="MVA noIso ID V1 WP80"),
339  mvaFall17V1noIso_WP90 = Var("userInt('mvaFall17V1noIso_WP90')",bool,doc="MVA noIso ID V1 WP90"),
340  mvaFall17V1noIso_WPL = Var("userInt('mvaFall17V1noIso_WPL')",bool,doc="MVA noIso ID V1 loose WP"),
341 
342  mvaFall17V2Iso = Var("userFloat('mvaFall17V2Iso')",float,doc="MVA Iso ID V2 score"),
343  mvaFall17V2Iso_WP80 = Var("userInt('mvaFall17V2Iso_WP80')",bool,doc="MVA Iso ID V2 WP80"),
344  mvaFall17V2Iso_WP90 = Var("userInt('mvaFall17V2Iso_WP90')",bool,doc="MVA Iso ID V2 WP90"),
345  mvaFall17V2Iso_WPL = Var("userInt('mvaFall17V2Iso_WPL')",bool,doc="MVA Iso ID V2 loose WP"),
346  mvaFall17V2noIso = Var("userFloat('mvaFall17V2noIso')",float,doc="MVA noIso ID V2 score"),
347  mvaFall17V2noIso_WP80 = Var("userInt('mvaFall17V2noIso_WP80')",bool,doc="MVA noIso ID V2 WP80"),
348  mvaFall17V2noIso_WP90 = Var("userInt('mvaFall17V2noIso_WP90')",bool,doc="MVA noIso ID V2 WP90"),
349  mvaFall17V2noIso_WPL = Var("userInt('mvaFall17V2noIso_WPL')",bool,doc="MVA noIso ID V2 loose WP"),
350 
351  cutBased = Var("userInt('cutbasedID_Fall17_V2_veto')+userInt('cutbasedID_Fall17_V2_loose')+userInt('cutbasedID_Fall17_V2_medium')+userInt('cutbasedID_Fall17_V2_tight')",int,doc="cut-based ID Fall17 V2 (0:fail, 1:veto, 2:loose, 3:medium, 4:tight)"),
352  cutBased_Fall17_V1 = Var("userInt('cutbasedID_Fall17_V1_veto')+userInt('cutbasedID_Fall17_V1_loose')+userInt('cutbasedID_Fall17_V1_medium')+userInt('cutbasedID_Fall17_V1_tight')",int,doc="cut-based ID Fall17 V1 (0:fail, 1:veto, 2:loose, 3:medium, 4:tight)"),
353  vidNestedWPBitmap = Var("userInt('VIDNestedWPBitmap')",int,doc=_bitmapVIDForEle_docstring),
354  vidNestedWPBitmapHEEP = Var("userInt('VIDNestedWPBitmapHEEP')",int,doc=_bitmapVIDForEleHEEP_docstring),
355  cutBased_HEEP = Var("userInt('cutbasedID_HEEP')",bool,doc="cut-based HEEP ID"),
356  miniPFRelIso_chg = Var("userFloat('miniIsoChg')/pt",float,doc="mini PF relative isolation, charged component"),
357  miniPFRelIso_all = Var("userFloat('miniIsoAll')/pt",float,doc="mini PF relative isolation, total (with scaled rho*EA PU corrections)"),
358  pfRelIso03_chg = Var("userFloat('PFIsoChg')/pt",float,doc="PF relative isolation dR=0.3, charged component"),
359  pfRelIso03_all = Var("userFloat('PFIsoAll')/pt",float,doc="PF relative isolation dR=0.3, total (with rho*EA PU corrections)"),
360  jetRelIso = Var("?userCand('jetForLepJetVar').isNonnull()?(1./userFloat('ptRatio'))-1.:userFloat('PFIsoAll04')/pt",float,doc="Relative isolation in matched jet (1/ptRatio-1, pfRelIso04_all if no matched jet)",precision=8),
361  jetPtRelv2 = Var("?userCand('jetForLepJetVar').isNonnull()?userFloat('ptRel'):0",float,doc="Relative momentum of the lepton with respect to the closest jet after subtracting the lepton",precision=8),
362  dr03TkSumPt = Var("?pt>35?dr03TkSumPt():0",float,doc="Non-PF track isolation within a delta R cone of 0.3 with electron pt > 35 GeV",precision=8),
363  dr03TkSumPtHEEP = Var("?pt>35?userFloat('dr03TkSumPtHEEP'):0",float,doc="Non-PF track isolation within a delta R cone of 0.3 with electron pt > 35 GeV used in HEEP ID",precision=8),
364  dr03EcalRecHitSumEt = Var("?pt>35?dr03EcalRecHitSumEt():0",float,doc="Non-PF Ecal isolation within a delta R cone of 0.3 with electron pt > 35 GeV",precision=8),
365  dr03HcalDepth1TowerSumEt = Var("?pt>35?dr03HcalDepth1TowerSumEt():0",float,doc="Non-PF Hcal isolation within a delta R cone of 0.3 with electron pt > 35 GeV",precision=8),
366  hoe = Var("hadronicOverEm()",float,doc="H over E",precision=8),
367  tightCharge = Var("isGsfCtfScPixChargeConsistent() + isGsfScPixChargeConsistent()",int,doc="Tight charge criteria (0:none, 1:isGsfScPixChargeConsistent, 2:isGsfCtfScPixChargeConsistent)"),
368  convVeto = Var("passConversionVeto()",bool,doc="pass conversion veto"),
369  lostHits = Var("gsfTrack.hitPattern.numberOfLostHits('MISSING_INNER_HITS')","uint8",doc="number of missing inner hits"),
370  isPFcand = Var("pfCandidateRef().isNonnull()",bool,doc="electron is PF candidate"),
371  seedGain = Var("userInt('seedGain')","uint8",doc="Gain of the seed crystal"),
372  ),
373  externalVariables = cms.PSet(
374  mvaTTH = ExtVar(cms.InputTag("electronMVATTH"),float, doc="TTH MVA lepton ID score",precision=14),
375  ),
376 )
377 # scale and smearing only when available
378 for modifier in run2_nanoAOD_94X2016,:
379  modifier.toModify(electronTable.variables,
380  pt = Var("pt*userFloat('ecalTrkEnergyPostCorr')/userFloat('ecalTrkEnergyPreCorr')", float, precision=-1, doc="p_{T}"),
381  energyErr = Var("userFloat('ecalTrkEnergyErrPostCorr')", float, precision=6, doc="energy error of the cluster-track combination"),
382  eCorr = Var("userFloat('ecalTrkEnergyPostCorr')/userFloat('ecalTrkEnergyPreCorr')", float, doc="ratio of the calibrated energy/miniaod energy"),
383  )
384 
385 #the94X miniAOD V2 had a bug in the scale and smearing for electrons in the E/p comb
386 #therefore we redo it but but we need use a new name for the userFloat as we cant override existing userfloats
387 #for technical reasons
388 (~run2_nanoAOD_94X2016).toModify(electronTable.variables,
389  pt = Var("pt*userFloat('ecalTrkEnergyPostCorrNew')/userFloat('ecalTrkEnergyPreCorrNew')", float, precision=-1, doc="p_{T}"),
390  energyErr = Var("userFloat('ecalTrkEnergyErrPostCorrNew')", float, precision=6, doc="energy error of the cluster-track combination"),
391  eCorr = Var("userFloat('ecalTrkEnergyPostCorrNew')/userFloat('ecalTrkEnergyPreCorrNew')", float, doc="ratio of the calibrated energy/miniaod energy"),
392 )
393 
394 run2_nanoAOD_94X2016.toModify(electronTable.variables,
395  cutBased_Sum16 = Var("userInt('cutbasedID_Sum16_veto')+userInt('cutbasedID_Sum16_loose')+userInt('cutbasedID_Sum16_medium')+userInt('cutbasedID_Sum16_tight')",int,doc="cut-based Summer16 ID (0:fail, 1:veto, 2:loose, 3:medium, 4:tight)"),
396  cutBased_Fall17_V1 = Var("electronID('cutBasedElectronID-Fall17-94X-V1-veto')+electronID('cutBasedElectronID-Fall17-94X-V1-loose')+electronID('cutBasedElectronID-Fall17-94X-V1-medium')+electronID('cutBasedElectronID-Fall17-94X-V1-tight')",int,doc="cut-based Fall17 ID (0:fail, 1:veto, 2:loose, 3:medium, 4:tight)"),
397  #cutBased in 2016 corresponds to Spring16 not Fall17V2, so have to add in V2 ID explicitly
398  #it also doesnt exist in the miniAOD so have to redo it
399  cutBased = Var("userInt('cutbasedID_Fall17_V2_veto')+userInt('cutbasedID_Fall17_V2_loose')+userInt('cutbasedID_Fall17_V2_medium')+userInt('cutbasedID_Fall17_V2_tight')",int,doc="cut-based ID Fall17 V2 (0:fail, 1:veto, 2:loose, 3:medium, 4:tight)"),
400  cutBased_HLTPreSel = Var("userInt('cutbasedID_HLT')",int,doc="cut-based HLT pre-selection ID"),
401  cutBased_HEEP = Var("electronID('heepElectronID-HEEPV70')",bool,doc="cut-based HEEP ID"),
402  cutBased_Spring15 = Var("userInt('cutbasedID_Spring15_veto')+userInt('cutbasedID_Spring15_loose')+userInt('cutbasedID_Spring15_medium')+userInt('cutbasedID_Spring15_tight')",int,doc="cut-based Spring15 ID (0:fail, 1:veto, 2:loose, 3:medium, 4:tight)"),
403  mvaSpring16GP = Var("userFloat('ElectronMVAEstimatorRun2Spring16GeneralPurposeV1Values')",float,doc="MVA Spring16 general-purpose ID score"),
404  mvaSpring16GP_WP80 = Var("electronID('mvaEleID-Spring16-GeneralPurpose-V1-wp80')",bool,doc="MVA Spring16 general-purpose ID WP80"),
405  mvaSpring16GP_WP90 = Var("electronID('mvaEleID-Spring16-GeneralPurpose-V1-wp90')",bool,doc="MVA Spring16 general-purpose ID WP90"),
406  mvaSpring16HZZ = Var("userFloat('ElectronMVAEstimatorRun2Spring16HZZV1Values')",float,doc="MVA Spring16 HZZ ID score"),
407  mvaSpring16HZZ_WPL = Var("electronID('mvaEleID-Spring16-HZZ-V1-wpLoose')",bool,doc="MVA Spring16 HZZ ID loose WP"),
408  mvaFall17V1Iso = Var("userFloat('ElectronMVAEstimatorRun2Fall17IsoV1Values')",float,doc="MVA Fall17 V1 Iso ID score"),
409  mvaFall17V1Iso_WP80 = Var("electronID('mvaEleID-Fall17-iso-V1-wp80')",bool,doc="MVA Fall17 V1 Iso ID WP80"),
410  mvaFall17V1Iso_WP90 = Var("electronID('mvaEleID-Fall17-iso-V1-wp90')",bool,doc="MVA Fall17 V1 Iso ID WP90"),
411  mvaFall17V1Iso_WPL = Var("electronID('mvaEleID-Fall17-iso-V1-wpLoose')",bool,doc="MVA Fall17 V1 Iso ID loose WP"),
412  mvaFall17V1noIso = Var("userFloat('ElectronMVAEstimatorRun2Fall17NoIsoV1Values')",float,doc="MVA Fall17 V1 noIso ID score"),
413  mvaFall17V1noIso_WP80 = Var("electronID('mvaEleID-Fall17-noIso-V1-wp80')",bool,doc="MVA Fall17 V1 noIso ID WP80"),
414  mvaFall17V1noIso_WP90 = Var("electronID('mvaEleID-Fall17-noIso-V1-wp90')",bool,doc="MVA Fall17 V1 noIso ID WP90"),
415  mvaFall17V1noIso_WPL = Var("electronID('mvaEleID-Fall17-noIso-V1-wpLoose')",bool,doc="MVA Fall17 V1 noIso ID loose WP"),
416  vidNestedWPBitmapSpring15 = Var("userInt('VIDNestedWPBitmapSpring15')",int,doc=_bitmapVIDForEleSpring15_docstring),
417  vidNestedWPBitmapSum16 = Var("userInt('VIDNestedWPBitmapSum16')",int,doc=_bitmapVIDForEleSum16_docstring),
418 )
419 run2_miniAOD_80XLegacy.toModify(electronTable.variables,
420  cutBased_Sum16 = Var("userInt('cutbasedID_Sum16_veto')+userInt('cutbasedID_Sum16_loose')+userInt('cutbasedID_Sum16_medium')+userInt('cutbasedID_Sum16_tight')",int,doc="cut-based Summer16 ID (0:fail, 1:veto, 2:loose, 3:medium, 4:tight)"),
421  cutBased_HLTPreSel = Var("userInt('cutbasedID_HLT')",int,doc="cut-based HLT pre-selection ID"),
422  cutBased_Spring15 = Var("userInt('cutbasedID_Spring15_veto')+userInt('cutbasedID_Spring15_loose')+userInt('cutbasedID_Spring15_medium')+userInt('cutbasedID_Spring15_tight')",int,doc="cut-based Spring15 ID (0:fail, 1:veto, 2:loose, 3:medium, 4:tight)"),
423  mvaSpring16GP = Var("userFloat('mvaSpring16GP')",float,doc="MVA general-purpose ID score"),
424  mvaSpring16GP_WP80 = Var("userInt('mvaSpring16GP_WP80')",bool,doc="MVA general-purpose ID WP80"),
425  mvaSpring16GP_WP90 = Var("userInt('mvaSpring16GP_WP90')",bool,doc="MVA general-purpose ID WP90"),
426  mvaSpring16HZZ = Var("userFloat('mvaSpring16HZZ')",float,doc="MVA HZZ ID score"),
427  mvaSpring16HZZ_WPL = Var("userInt('mvaSpring16HZZ_WPL')",bool,doc="MVA HZZ ID loose WP"),
428 
429  vidNestedWPBitmapSpring15 = Var("userInt('VIDNestedWPBitmapSpring15')",int,doc=_bitmapVIDForEleSpring15_docstring),
430  vidNestedWPBitmapSum16 = Var("userInt('VIDNestedWPBitmapSum16')",int,doc=_bitmapVIDForEleSum16_docstring),
431 
432 )
433 
434 electronsMCMatchForTable = cms.EDProducer("MCMatcher", # cut on deltaR, deltaPt/Pt; pick best by deltaR
435  src = electronTable.src, # final reco collection
436  matched = cms.InputTag("finalGenParticles"), # final mc-truth particle collection
437  mcPdgId = cms.vint32(11,22), # one or more PDG ID (11 = el, 22 = pho); absolute values (see below)
438  checkCharge = cms.bool(False), # True = require RECO and MC objects to have the same charge
439  mcStatus = cms.vint32(1), # PYTHIA status code (1 = stable, 2 = shower, 3 = hard scattering)
440  maxDeltaR = cms.double(0.3), # Minimum deltaR for the match
441  maxDPtRel = cms.double(0.5), # Minimum deltaPt/Pt for the match
442  resolveAmbiguities = cms.bool(True), # Forbid two RECO objects to match to the same GEN object
443  resolveByMatchQuality = cms.bool(True), # False = just match input in order; True = pick lowest deltaR pair first
444 )
445 
446 electronMCTable = cms.EDProducer("CandMCMatchTableProducer",
447  src = electronTable.src,
448  mcMap = cms.InputTag("electronsMCMatchForTable"),
449  objName = electronTable.name,
450  objType = electronTable.name, #cms.string("Electron"),
451  branchName = cms.string("genPart"),
452  docString = cms.string("MC matching to status==1 electrons or photons"),
453 )
454 
455 electronSequence = cms.Sequence(bitmapVIDForEle + bitmapVIDForEleHEEP + isoForEle + ptRatioRelForEle + seedGainEle + slimmedElectronsWithUserData + finalElectrons)
456 electronTables = cms.Sequence (electronMVATTH + electronTable)
457 electronMC = cms.Sequence(electronsMCMatchForTable + electronMCTable)
458 
459 _withUpdate_sequence = cms.Sequence(slimmedElectronsUpdated + electronSequence.copy())
460 
461 _withUpdateAnd80XLegacyScale_sequence = _withUpdate_sequence.copy()
462 _withUpdateAnd80XLegacyScale_sequence.replace(slimmedElectronsWithUserData, calibratedPatElectrons80XLegacy + bitmapVIDForEleSpring15 +bitmapVIDForEleSum16 + slimmedElectronsWithUserData)
463 run2_miniAOD_80XLegacy.toReplaceWith(electronSequence, _withUpdateAnd80XLegacyScale_sequence)
464 
465 _with94XScale_sequence = electronSequence.copy()
466 _with94XScale_sequence.replace(slimmedElectronsWithUserData, calibratedPatElectrons94X + slimmedElectronsWithUserData)
467 run2_nanoAOD_94XMiniAODv1.toReplaceWith(electronSequence, _with94XScale_sequence)
468 run2_nanoAOD_94XMiniAODv2.toReplaceWith(electronSequence, _with94XScale_sequence)
469 
470 _with_bitmapVIDForEleSpring15AndSum16_sequence = electronSequence.copy()
471 _with_bitmapVIDForEleSpring15AndSum16_sequence.replace(slimmedElectronsWithUserData, bitmapVIDForEleSpring15 + bitmapVIDForEleSum16 + slimmedElectronsWithUserData)
472 run2_nanoAOD_94X2016.toReplaceWith(electronSequence, _with_bitmapVIDForEleSpring15AndSum16_sequence)
473 
474 _with102XScale_sequence = electronSequence.copy()
475 _with102XScale_sequence.replace(slimmedElectronsWithUserData, calibratedPatElectrons102X + slimmedElectronsWithUserData)
476 (~(run2_miniAOD_80XLegacy | run2_nanoAOD_94X2016 | run2_nanoAOD_94XMiniAODv1 | run2_nanoAOD_94XMiniAODv2)).toReplaceWith(electronSequence, _with102XScale_sequence)
common_cff.ExtVar
def ExtVar(tag, valtype, compression=None, doc=None, mcOnly=False, precision=-1)
Definition: common_cff.py:31
electrons_cff._get_bitmapVIDForEle_docstring
def _get_bitmapVIDForEle_docstring(modules, WorkingPoints)
Definition: electrons_cff.py:65
common_cff.Var
def Var(expr, valtype, compression=None, doc=None, mcOnly=False, precision=-1)
Definition: common_cff.py:20
electrons_cff.int
int
Definition: electrons_cff.py:319
join
static std::string join(char **cmd)
Definition: RemoteFile.cc:18
electronProducer_cfi
dir
dbl *** dir
Definition: mlp_gen.cc:35
split
double split
Definition: MVATrainer.cc:139
common_cff
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