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Added changes on Run3 electron MVA ID to work in CMSSW_12_6_X
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Prasant1993 committed Dec 6, 2022
1 parent 286dd8a commit c028da1
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Showing 12 changed files with 458 additions and 35 deletions.
83 changes: 60 additions & 23 deletions PhysicsTools/NanoAOD/python/electrons_cff.py
Original file line number Diff line number Diff line change
Expand Up @@ -6,8 +6,7 @@

############################FOR bitmapVIDForEle main defn#############################
electron_id_modules_WorkingPoints_nanoAOD = cms.PSet(
modules = cms.vstring(
'RecoEgamma.ElectronIdentification.Identification.cutBasedElectronID_Winter22_122X_V1_cff',
modules = cms.vstring(
'RecoEgamma.ElectronIdentification.Identification.heepElectronID_HEEPV70_cff',
# HZZ ID
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Summer16UL_ID_ISO_cff',
Expand All @@ -17,6 +16,10 @@
'RecoEgamma.ElectronIdentification.Identification.cutBasedElectronID_Fall17_94X_V2_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Fall17_iso_V2_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Fall17_noIso_V2_cff',
# Run3Winter22:
'RecoEgamma.ElectronIdentification.Identification.cutBasedElectronID_Winter22_122X_V1_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_RunIIIWinter22_iso_V1_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_RunIIIWinter22_noIso_V1_cff',
),
WorkingPoints = cms.vstring(
"egmGsfElectronIDs:cutBasedElectronID-RunIIIWinter22-V1-veto",
Expand Down Expand Up @@ -147,9 +150,11 @@ def _get_bitmapVIDForEle_docstring(modules,WorkingPoints):
slimmedElectronsWithUserData = cms.EDProducer("PATElectronUserDataEmbedder",
src = cms.InputTag("slimmedElectrons"),
parentSrcs = cms.VInputTag("reducedEgamma:reducedGedGsfElectrons"),
userFloats = cms.PSet(
mvaIso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Fall17IsoV2Values"),
mvaNoIso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Fall17NoIsoV2Values"),
userFloats = cms.PSet(
mvaIso_Fall17V2 = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Fall17IsoV2Values"),
mvaNoIso_Fall17V2 = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Fall17NoIsoV2Values"),
mvaIso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2RunIIIWinter22IsoV1Values"),
mvaNoIso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2RunIIIWinter22NoIsoV1Values"),
mvaHZZIso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Summer18ULIdIsoValues"),

miniIsoChg = cms.InputTag("isoForEle:miniIsoChg"),
Expand All @@ -168,14 +173,18 @@ def _get_bitmapVIDForEle_docstring(modules,WorkingPoints):
ptRel = cms.InputTag("ptRatioRelForEle:ptRel"),
jetNDauChargedMVASel = cms.InputTag("ptRatioRelForEle:jetNDauChargedMVASel"),
),
userIntFromBools = cms.PSet(
mvaIso_WP90 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-iso-V2-wp90"),
mvaIso_WP80 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-iso-V2-wp80"),
mvaIso_WPL = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-iso-V2-wpLoose"),
mvaNoIso_WP90 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-noIso-V2-wp90"),
mvaNoIso_WP80 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-noIso-V2-wp80"),
mvaNoIso_WPL = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-noIso-V2-wpLoose"),

userIntFromBools = cms.PSet(
mvaIso_Fall17V2_WP90 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-iso-V2-wp90"),
mvaIso_Fall17V2_WP80 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-iso-V2-wp80"),
mvaIso_Fall17V2_WPL = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-iso-V2-wpLoose"),
mvaIso_WP90 = cms.InputTag("egmGsfElectronIDs:mvaEleID-RunIIIWinter22-iso-V1-wp90"),
mvaIso_WP80 = cms.InputTag("egmGsfElectronIDs:mvaEleID-RunIIIWinter22-iso-V1-wp80"),
mvaNoIso_Fall17V2_WP90 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-noIso-V2-wp90"),
mvaNoIso_Fall17V2_WP80 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-noIso-V2-wp80"),
mvaNoIso_Fall17V2_WPL = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-noIso-V2-wpLoose"),
mvaNoIso_WP90 = cms.InputTag("egmGsfElectronIDs:mvaEleID-RunIIIWinter22-noIso-V1-wp90"),
mvaNoIso_WP80 = cms.InputTag("egmGsfElectronIDs:mvaEleID-RunIIIWinter22-noIso-V1-wp80"),

cutBasedID_veto = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-RunIIIWinter22-V1-veto"),
cutBasedID_loose = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-RunIIIWinter22-V1-loose"),
cutBasedID_medium = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-RunIIIWinter22-V1-medium"),
Expand All @@ -199,12 +208,18 @@ def _get_bitmapVIDForEle_docstring(modules,WorkingPoints):

# no need for the Run3 IDs in Run2
run2_egamma.toModify(slimmedElectronsWithUserData.userFloats,
mvaIso = None,
mvaNoIso = None,
miniIsoChg = None,
miniIsoAll = None,
PFIsoChg = None,
PFIsoAll = None,
PFIsoAll04 = None).\
toModify(slimmedElectronsWithUserData.userIntFromBools,
mvaIso_WP90 = None,
mvaIso_WP80 = None,
mvaNoIso_WP90 = None,
mvaNoIso_WP80 = None,
cutBasedID_veto = None,
cutBasedID_loose = None,
cutBasedID_medium = None,
Expand Down Expand Up @@ -264,7 +279,7 @@ def _get_bitmapVIDForEle_docstring(modules,WorkingPoints):
LepGood_dxy = cms.string("log(abs(dB('PV2D')))"),
LepGood_sip3d = cms.string("abs(dB('PV3D')/edB('PV3D'))"),
LepGood_dz = cms.string("log(abs(dB('PVDZ')))"),
LepGood_mvaFall17V2noIso = cms.string("userFloat('mvaNoIso')"),
LepGood_mvaFall17V2noIso = cms.string("userFloat('mvaNoIso_Fall17V2')"),
)
)
run2_egamma_2016.toModify(
Expand Down Expand Up @@ -294,14 +309,20 @@ def _get_bitmapVIDForEle_docstring(modules,WorkingPoints):
eInvMinusPInv = Var("(1-eSuperClusterOverP())/ecalEnergy()",float,doc="1/E_SC - 1/p_trk",precision=10),
scEtOverPt = Var("(superCluster().energy()/(pt*cosh(superCluster().eta())))-1",float,doc="(supercluster transverse energy)/pt-1",precision=8),

mvaIso = Var("userFloat('mvaIso')",float,doc="MVA Iso ID V2 score"),
mvaIso_WP80 = Var("userInt('mvaIso_WP80')",bool,doc="MVA Iso ID V2 WP80"),
mvaIso_WP90 = Var("userInt('mvaIso_WP90')",bool,doc="MVA Iso ID V2 WP90"),
mvaIso_WPL = Var("userInt('mvaIso_WPL')",bool,doc="MVA Iso ID V2 loose WP"),
mvaNoIso = Var("userFloat('mvaNoIso')",float,doc="MVA noIso ID V2 score"),
mvaNoIso_WP80 = Var("userInt('mvaNoIso_WP80')",bool,doc="MVA noIso ID V2 WP80"),
mvaNoIso_WP90 = Var("userInt('mvaNoIso_WP90')",bool,doc="MVA noIso ID V2 WP90"),
mvaNoIso_WPL = Var("userInt('mvaNoIso_WPL')",bool,doc="MVA noIso ID V2 loose WP"),
mvaIso = Var("userFloat('mvaIso')",float,doc="MVA Iso ID score, Winter22V1"),
mvaIso_WP80 = Var("userInt('mvaIso_WP80')",bool,doc="MVA Iso ID WP80, Winter22V1"),
mvaIso_WP90 = Var("userInt('mvaIso_WP90')",bool,doc="MVA Iso ID WP90, Winter22V1"),
mvaNoIso = Var("userFloat('mvaNoIso')",float,doc="MVA noIso ID score, Winter22V1"),
mvaNoIso_WP80 = Var("userInt('mvaNoIso_WP80')",bool,doc="MVA noIso ID WP80, Winter22V1"),
mvaNoIso_WP90 = Var("userInt('mvaNoIso_WP90')",bool,doc="MVA noIso ID WP90, Winter22V1"),
mvaIso_Fall17V2 = Var("userFloat('mvaIso_Fall17V2')",float,doc="MVA Iso ID score, Fall17V2"),
mvaIso_Fall17V2_WP80 = Var("userInt('mvaIso_Fall17V2_WP80')",bool,doc="MVA Iso ID WP80, Fall17V2"),
mvaIso_Fall17V2_WP90 = Var("userInt('mvaIso_Fall17V2_WP90')",bool,doc="MVA Iso ID WP90, Fall17V2"),
mvaIso_Fall17V2_WPL = Var("userInt('mvaIso_Fall17V2_WPL')",bool,doc="MVA Iso ID loose WP, Fall17V2"),
mvaNoIso_Fall17V2 = Var("userFloat('mvaNoIso_Fall17V2')",float,doc="MVA noIso ID score, Fall17V2"),
mvaNoIso_Fall17V2_WP80 = Var("userInt('mvaNoIso_Fall17V2_WP80')",bool,doc="MVA noIso ID WP80, Fall17V2"),
mvaNoIso_Fall17V2_WP90 = Var("userInt('mvaNoIso_Fall17V2_WP90')",bool,doc="MVA noIso ID WP90, Fall17V2"),
mvaNoIso_Fall17V2_WPL = Var("userInt('mvaNoIso_Fall17V2_WPL')",bool,doc="MVA noIso ID loose WP, Fall17V2"),
mvaHZZIso = Var("userFloat('mvaHZZIso')", float,doc="HZZ MVA Iso ID score"),

cutBased = Var("userInt('cutBasedID_veto')+userInt('cutBasedID_loose')+userInt('cutBasedID_medium')+userInt('cutBasedID_tight')",int,doc="cut-based ID RunIII Winter22 (0:fail, 1:veto, 2:loose, 3:medium, 4:tight)"),
Expand Down Expand Up @@ -354,7 +375,23 @@ def _get_bitmapVIDForEle_docstring(modules,WorkingPoints):
# switch default IDs back to Fall17V2 in Run2, remove Winter22V1 and quadratic iso
cutBased = electronTable.variables.cutBased_Fall17V2,
cutBased_Fall17V2 = None,
vidNestedWPBitmap = electronTable.variables.cutBased_Fall17V2 ,
mvaIso = electronTable.variables.mvaIso_Fall17V2,
mvaIso_Fall17V2 = None,
mvaIso_WP80 = electronTable.variables.mvaIso_Fall17V2_WP80,
mvaIso_Fall17V2_WP80 = None,
mvaIso_WP90 = electronTable.variables.mvaIso_Fall17V2_WP90,
mvaIso_Fall17V2_WP90 = None,
mvaIso_WPL = electronTable.variables.mvaIso_Fall17V2_WPL,
mvaIso_Fall17V2_WPL = None,
mvaNoIso = electronTable.variables.mvaNoIso_Fall17V2,
mvaNoIso_Fall17V2 = None,
mvaNoIso_WP80 = electronTable.variables.mvaNoIso_Fall17V2_WP80,
mvaNoIso_Fall17V2_WP80 = None,
mvaNoIso_WP90 = electronTable.variables.mvaNoIso_Fall17V2_WP90,
mvaNoIso_Fall17V2_WP90 = None,
mvaNoIso_WPL = electronTable.variables.mvaNoIso_Fall17V2_WPL,
mvaNoIso_Fall17V2_WPL = None,
vidNestedWPBitmap = electronTable.variables.cutBased_Fall17V2,
vidNestedWPBitmap_Fall17V2 = None,
miniPFRelIso_chg = electronTable.variables.miniPFRelIso_chg_Fall17V2,
miniPFRelIso_chg_Fall17V2 = None,
Expand Down
22 changes: 14 additions & 8 deletions PhysicsTools/NanoAOD/python/nanoDQM_cfi.py
Original file line number Diff line number Diff line change
Expand Up @@ -82,14 +82,20 @@
Plot1D('lostHits', 'lostHits', 4, -0.5, 3.5, 'number of missing inner hits'),
Plot1D('jetNDauCharged', 'jetNDauCharged', 20, -0.5, 19.5, 'number of charged daughters of the closest jet'),
NoPlot('mass'),
Plot1D('mvaIso', 'mvaIso', 20, -1, 1, 'MVA Iso ID V2 score'),
Plot1D('mvaIso_WP80', 'mvaIso_WP80', 2, -0.5, 1.5, 'MVA Iso ID V2 WP80'),
Plot1D('mvaIso_WP90', 'mvaIso_WP90', 2, -0.5, 1.5, 'MVA Iso ID V2 WP90'),
Plot1D('mvaIso_WPL', 'mvaIso_WPL', 2, -0.5, 1.5, 'MVA Iso ID V2 loose WP'),
Plot1D('mvaNoIso', 'mvaNoIso', 20, -1, 1, 'MVA noIso ID V2 score'),
Plot1D('mvaNoIso_WP80', 'mvaNoIso_WP80', 2, -0.5, 1.5, 'MVA noIso ID V2 WP80'),
Plot1D('mvaNoIso_WP90', 'mvaNoIso_WP90', 2, -0.5, 1.5, 'MVA noIso ID V2 WP90'),
Plot1D('mvaNoIso_WPL', 'mvaNoIso_WPL', 2, -0.5, 1.5, 'MVA noIso ID V2 loose WP'),
Plot1D('mvaIso_Fall17V2', 'mvaIso_Fall17V2', 20, -1, 1, 'MVA Iso ID score, Fall17V2'),
Plot1D('mvaIso_Fall17V2_WP80', 'mvaIso_Fall17V2_WP80', 2, -0.5, 1.5, 'MVA Iso ID WP80, Fall17V2'),
Plot1D('mvaIso_Fall17V2_WP90', 'mvaIso_Fall17V2_WP90', 2, -0.5, 1.5, 'MVA Iso ID WP90, Fall17V2'),
Plot1D('mvaIso_Fall17V2_WPL', 'mvaIso_Fall17V2_WPL', 2, -0.5, 1.5, 'MVA Iso ID loose WP, Fall17V2'),
Plot1D('mvaIso', 'mvaIso', 20, -1, 1, 'MVA Iso ID score, Winter22V1'),
Plot1D('mvaIso_WP80', 'mvaIso_WP80', 2, -0.5, 1.5, 'MVA Iso ID WP80, Winter22V1'),
Plot1D('mvaIso_WP90', 'mvaIso_WP90', 2, -0.5, 1.5, 'MVA Iso ID WP90, Winter22V1'),
Plot1D('mvaNoIso', 'mvaNoIso', 20, -1, 1, 'MVA noIso ID score, Winter22V1'),
Plot1D('mvaNoIso_WP80', 'mvaNoIso_WP80', 2, -0.5, 1.5, 'MVA noIso ID WP80, Winter22V1'),
Plot1D('mvaNoIso_WP90', 'mvaNoIso_WP90', 2, -0.5, 1.5, 'MVA noIso ID WP90, Winter22V1'),
Plot1D('mvaNoIso_Fall17V2', 'mvaNoIso_Fall17V2', 20, -1, 1, 'MVA noIso ID score, Fall17V2'),
Plot1D('mvaNoIso_Fall17V2_WP80', 'mvaNoIso_Fall17V2_WP80', 2, -0.5, 1.5, 'MVA noIso ID WP80, Fall17V2'),
Plot1D('mvaNoIso_Fall17V2_WP90', 'mvaNoIso_Fall17V2_WP90', 2, -0.5, 1.5, 'MVA noIso ID WP90, Fall17V2'),
Plot1D('mvaNoIso_Fall17V2_WPL', 'mvaNoIso_Fall17V2_WPL', 2, -0.5, 1.5, 'MVA noIso ID loose WP, Fall17V2'),
Plot1D('mvaTTH', 'mvaTTH', 20, -1, 1, 'TTH MVA lepton ID score'),
Plot1D('pdgId', 'pdgId', 27, -13.5, 13.5, 'PDG code assigned by the event reconstruction (not by MC truth)'),
Plot1D('miniPFRelIso_all', 'miniPFRelIso_all', 20, 0, 1, 'mini PF relative isolation, total (with scaled rho*EA PU corrections)'),
Expand Down
2 changes: 0 additions & 2 deletions PhysicsTools/NanoAOD/python/photons_cff.py
Original file line number Diff line number Diff line change
Expand Up @@ -166,7 +166,6 @@ def make_bitmapVID_docstring(id_modules_working_points_pset):
toModify(slimmedPhotonsWithUserData.userInts,
VIDNestedWPBitmap = None)


run2_egamma.toModify(
slimmedPhotonsWithUserData.userFloats,
ecalEnergyErrPostCorrNew = cms.InputTag("calibratedPatPhotonsNano","ecalEnergyErrPostCorr"),
Expand Down Expand Up @@ -271,7 +270,6 @@ def make_bitmapVID_docstring(id_modules_working_points_pset):
pfRelIso03_all_quadratic=None,
hoe_PUcorr=None)


#these eras need to make the energy correction, hence the "New"
run2_egamma.toModify(
photonTable.variables,
Expand Down
2 changes: 2 additions & 0 deletions PhysicsTools/PatAlgos/python/slimming/miniAOD_tools.py
Original file line number Diff line number Diff line change
Expand Up @@ -306,6 +306,8 @@ def _add_deepFlavour(process):
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Summer16UL_ID_ISO_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Summer17UL_ID_ISO_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Summer18UL_ID_ISO_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_RunIIIWinter22_noIso_V1_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_RunIIIWinter22_iso_V1_cff'
]
switchOnVIDElectronIdProducer(process,DataFormat.MiniAOD, task)
process.egmGsfElectronIDs.physicsObjectSrc = cms.InputTag("reducedEgamma","reducedGedGsfElectrons")
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -9,6 +9,8 @@
import RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Fall17_noIso_V2_cff as ele_fall17_noIso_v2
import RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Summer18UL_ID_ISO_cff as ele_summer18UL_hzz

import RecoEgamma.ElectronIdentification.Identification.mvaElectronID_RunIIIWinter22_iso_V1_cff as ele_RunIIIWinter22_iso_v1
import RecoEgamma.ElectronIdentification.Identification.mvaElectronID_RunIIIWinter22_noIso_V1_cff as ele_RunIIIWinter22_noIso_v1

#photon mva ids
import RecoEgamma.PhotonIdentification.Identification.mvaPhotonID_Spring16_nonTrig_V1_cff as pho_spring16_nt_v1
Expand Down Expand Up @@ -45,7 +47,9 @@ def setup_mva(val_pset,cat_pset,prod_name,mva_name):
ele_fall17_noIso_v1,
ele_fall17_iso_v2,
ele_fall17_noIso_v2,
ele_summer18UL_hzz
ele_summer18UL_hzz,
ele_RunIIIWinter22_iso_v1,
ele_RunIIIWinter22_noIso_v1
]:

setup_mva(egamma_modifications[0].electron_config,
Expand Down
44 changes: 44 additions & 0 deletions RecoEgamma/ElectronIdentification/data/ElectronIDVariablesRun3.txt
Original file line number Diff line number Diff line change
@@ -0,0 +1,44 @@
# File: ElectronIDVariablesRun3.txt
#
# This file is to be read by the MVAVariableHelper class. Lists all the
# variables which appear in the xml files for the MVA based Electron IDs for Run2.
# Variables are given line by line. The columns of each entry correspond to:
#
# 1. The name under which the variable appears in the weight files.
# 2. How to get this variable from the electron with the cut parser (NO SPACES!)
# or if not available, how to get the variables elsewhere.
# 3. The lower clip value for the variable to avoid crazy values. "None" if no clip.
# 4. The upper clip value.
#

# This selection of ID variables is rather large and not intended to be used by a real ID,
# but by an ntuplizer which dumps all possible ID variables.

rho fixedGridRhoFastjetAll None None
ele_oldsigmaietaieta full5x5_sigmaIetaIeta None None
ele_oldsigmaiphiiphi full5x5_sigmaIphiIphi None None
ele_oldcircularity 1.-full5x5_e1x5/full5x5_e5x5 -1. 2.
ele_oldr9 full5x5_r9 None 5.
ele_scletawidth superCluster.etaWidth None None
ele_sclphiwidth superCluster.phiWidth None None
ele_oldhe full5x5_hcalOverEcal None None
ele_kfhits closestCtfTrackNLayers None None
ele_kfchi2 closestCtfTrackNormChi2 None 10.
ele_gsfchi2 gsfTrack.normalizedChi2 None 200.
ele_fbrem fbrem -1. None
ele_gsfhits gsfTrack.hitPattern.trackerLayersWithMeasurement None None
ele_expected_inner_hits gsfTrack.hitPattern.numberOfLostHits('MISSING_INNER_HITS') None None
ele_conversionVertexFitProbability convVtxFitProb None None
ele_ep eSuperClusterOverP None 20.
ele_eelepout eEleClusterOverPout None 20.
ele_IoEmIop 1.0/ecalEnergy-1.0/trackMomentumAtVtx.R None None
ele_deltaetain abs(deltaEtaSuperClusterTrackAtVtx) -0.06 0.06
ele_deltaphiin abs(deltaPhiSuperClusterTrackAtVtx) -0.6 0.6
ele_deltaetaseed abs(deltaEtaSeedClusterTrackAtCalo) -0.2 0.2
ele_psEoverEraw superCluster.preshowerEnergy/superCluster.rawEnergy None None
ele_pfPhotonIso pfIsolationVariables.sumPhotonEt None None
ele_pfChargedHadIso pfIsolationVariables.sumChargedHadronPt None None
ele_pfNeutralHadIso pfIsolationVariables.sumNeutralHadronEt None None
ele_ecalPFClusterIso ecalPFClusterIso None None
ele_hcalPFClusterIso hcalPFClusterIso None None
ele_dr03TkSumPt dr03TkSumPt None None
Original file line number Diff line number Diff line change
Expand Up @@ -27,6 +27,13 @@
import mvaEleID_Fall17_iso_V2_producer_config
mvaConfigsForEleProducer.append( mvaEleID_Fall17_iso_V2_producer_config )

from RecoEgamma.ElectronIdentification.Identification.mvaElectronID_RunIIIWinter22_noIso_V1_cff \
import mvaEleID_RunIIIWinter22_noIso_V1_producer_config
mvaConfigsForEleProducer.append( mvaEleID_RunIIIWinter22_noIso_V1_producer_config )

from RecoEgamma.ElectronIdentification.Identification.mvaElectronID_RunIIIWinter22_iso_V1_cff \
import mvaEleID_RunIIIWinter22_iso_V1_producer_config
mvaConfigsForEleProducer.append( mvaEleID_RunIIIWinter22_iso_V1_producer_config )

# HZZ4l Run2 (Ultra)Legacy
from RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Summer16UL_ID_ISO_cff \
Expand Down
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