Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Adding HZZ electron MVA ID #38355

Merged
merged 8 commits into from Jul 18, 2022
Merged

Adding HZZ electron MVA ID #38355

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
8 commits
Select commit Hold shift + click to select a range
67c1fad
Add HZZ electron ID + unique names for egamma IDs
asculac Jun 13, 2022
2297d40
Defining preUL indicator
asculac Jun 13, 2022
e0f0c1c
Adding HZZ electron ID to miniAOD_tools.py
asculac Jun 13, 2022
eaee3c5
Update electron_cff.py for cleanup
asculac Jun 29, 2022
bf6a397
Update nanoDQM_cfi.py with generic Egamma ID names
asculac Jun 29, 2022
127e286
Update PhysicsTools/NanoAOD/python/electrons_cff.py
asculac Jun 30, 2022
b1fdca1
Undo part of cleanup in electrons_cff.py
asculac Jul 6, 2022
4999e15
Undo cleanup for 94X2016 in electrons_cff.py
asculac Jul 11, 2022
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Jump to
Jump to file
Failed to load files.
Diff view
Diff view
86 changes: 51 additions & 35 deletions PhysicsTools/NanoAOD/python/electrons_cff.py
View file
Open in desktop
Expand Up @@ -35,7 +35,7 @@
run2_miniAOD_80XLegacy.toModify( slimmedElectronsUpdated, computeMiniIso = True )
##modify the past eras
for modifier in run2_miniAOD_80XLegacy,run2_nanoAOD_94X2016,run2_nanoAOD_94XMiniAODv1,run2_nanoAOD_94XMiniAODv2,run2_nanoAOD_102Xv1:
modifier.toModify(slimmedElectronsUpdated, src = cms.InputTag("slimmedElectronsTo106X"))
modifier.toModify(slimmedElectronsUpdated, src = "slimmedElectronsTo106X" )
############################FOR bitmapVIDForEle main defn#############################
electron_id_modules_WorkingPoints_nanoAOD = cms.PSet(
modules = cms.vstring(
Expand All @@ -46,6 +46,9 @@
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Fall17_noIso_V1_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Fall17_iso_V2_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Fall17_noIso_V2_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Summer16UL_ID_ISO_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Summer17UL_ID_ISO_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Summer18UL_ID_ISO_cff',
),
WorkingPoints = cms.vstring(
"egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V2-veto",
Expand Down Expand Up @@ -159,32 +162,32 @@ def _get_bitmapVIDForEle_docstring(modules,WorkingPoints):
)

(run2_egamma_2016 & tracker_apv_vfp30_2016).toModify(calibratedPatElectronsNano,
correctionFile = cms.string("EgammaAnalysis/ElectronTools/data/ScalesSmearings/Run2016_UltraLegacy_preVFP_RunFineEtaR9Gain")
correctionFile = "EgammaAnalysis/ElectronTools/data/ScalesSmearings/Run2016_UltraLegacy_preVFP_RunFineEtaR9Gain"
)

(run2_egamma_2016 & ~tracker_apv_vfp30_2016).toModify(calibratedPatElectronsNano,
correctionFile = cms.string("EgammaAnalysis/ElectronTools/data/ScalesSmearings/Run2016_UltraLegacy_postVFP_RunFineEtaR9Gain")
correctionFile = "EgammaAnalysis/ElectronTools/data/ScalesSmearings/Run2016_UltraLegacy_postVFP_RunFineEtaR9Gain"
)

run2_egamma_2017.toModify(calibratedPatElectronsNano,
correctionFile = cms.string("EgammaAnalysis/ElectronTools/data/ScalesSmearings/Run2017_24Feb2020_runEtaR9Gain_v2")
correctionFile = "EgammaAnalysis/ElectronTools/data/ScalesSmearings/Run2017_24Feb2020_runEtaR9Gain_v2"
)

run2_egamma_2018.toModify(calibratedPatElectronsNano,
correctionFile = cms.string("EgammaAnalysis/ElectronTools/data/ScalesSmearings/Run2018_29Sep2020_RunFineEtaR9Gain")
correctionFile = "EgammaAnalysis/ElectronTools/data/ScalesSmearings/Run2018_29Sep2020_RunFineEtaR9Gain"
)

run2_miniAOD_80XLegacy.toModify(calibratedPatElectronsNano,
correctionFile = cms.string("EgammaAnalysis/ElectronTools/data/ScalesSmearings/Legacy2016_07Aug2017_FineEtaR9_v3_ele_unc")
correctionFile = "EgammaAnalysis/ElectronTools/data/ScalesSmearings/Legacy2016_07Aug2017_FineEtaR9_v3_ele_unc"
)

for modifier in run2_nanoAOD_94XMiniAODv1,run2_nanoAOD_94XMiniAODv2:
modifier.toModify(calibratedPatElectronsNano,
correctionFile = cms.string("EgammaAnalysis/ElectronTools/data/ScalesSmearings/Run2017_17Nov2017_v1_ele_unc")
correctionFile = "EgammaAnalysis/ElectronTools/data/ScalesSmearings/Run2017_17Nov2017_v1_ele_unc"
)

run2_nanoAOD_102Xv1.toModify(calibratedPatElectronsNano,
correctionFile = cms.string("EgammaAnalysis/ElectronTools/data/ScalesSmearings/Run2018_Step2Closure_CoarseEtaR9Gain_v2")
correctionFile = "EgammaAnalysis/ElectronTools/data/ScalesSmearings/Run2018_Step2Closure_CoarseEtaR9Gain_v2"
)
##############################end calibratedPatElectronsNano############################33
#####################Start slimmedElectronsWithUserData###############################3
Expand All @@ -194,8 +197,9 @@ def _get_bitmapVIDForEle_docstring(modules,WorkingPoints):
userFloats = cms.PSet(
mvaFall17V1Iso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Fall17IsoV1Values"),
mvaFall17V1noIso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Fall17NoIsoV1Values"),
mvaFall17V2Iso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Fall17IsoV2Values"),
mvaFall17V2noIso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Fall17NoIsoV2Values"),
mvaIso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Fall17IsoV2Values"),
mvaNoIso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Fall17NoIsoV2Values"),
mvaHZZIso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Summer18ULIdIsoValues"),
miniIsoChg = cms.InputTag("isoForEle:miniIsoChg"),
miniIsoAll = cms.InputTag("isoForEle:miniIsoAll"),
PFIsoChg = cms.InputTag("isoForEle:PFIsoChg"),
Expand All @@ -222,12 +226,12 @@ def _get_bitmapVIDForEle_docstring(modules,WorkingPoints):
mvaFall17V1noIso_WP80 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-noIso-V1-wp80"),
mvaFall17V1noIso_WPL = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-noIso-V1-wpLoose"),

mvaFall17V2Iso_WP90 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-iso-V2-wp90"),
mvaFall17V2Iso_WP80 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-iso-V2-wp80"),
mvaFall17V2Iso_WPL = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-iso-V2-wpLoose"),
mvaFall17V2noIso_WP90 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-noIso-V2-wp90"),
mvaFall17V2noIso_WP80 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-noIso-V2-wp80"),
mvaFall17V2noIso_WPL = cms.InputTag("egmGsfElectronIDs:mvaEleID-Fall17-noIso-V2-wpLoose"),
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"),

cutbasedID_Fall17_V1_veto = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V1-veto"),
cutbasedID_Fall17_V1_loose = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V1-loose"),
Expand Down Expand Up @@ -305,6 +309,15 @@ def _get_bitmapVIDForEle_docstring(modules,WorkingPoints):
VIDNestedWPBitmapSpring15 = cms.InputTag("bitmapVIDForEleSpring15"),
VIDNestedWPBitmapSum16 = cms.InputTag("bitmapVIDForEleSum16"),
)
(~run2_nanoAOD_preUL & run2_egamma_2016).toModify(slimmedElectronsWithUserData.userFloats,
mvaHZZIso = "electronMVAValueMapProducer:ElectronMVAEstimatorRun2Summer16ULIdIsoValues",
)
(~run2_nanoAOD_preUL & run2_egamma_2017).toModify(slimmedElectronsWithUserData.userFloats,
mvaHZZIso = "electronMVAValueMapProducer:ElectronMVAEstimatorRun2Summer17ULIdIsoValues" ,
)
(~run2_nanoAOD_preUL & run2_egamma_2018).toModify(slimmedElectronsWithUserData.userFloats,
mvaHZZIso = "electronMVAValueMapProducer:ElectronMVAEstimatorRun2Summer18ULIdIsoValues",
)
#################################################END slimmedElectrons with user data#####################
#################################################finalElectrons#####################
finalElectrons = cms.EDFilter("PATElectronRefSelector",
Expand All @@ -331,7 +344,7 @@ 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('mvaFall17V2noIso')"),
LepGood_mvaFall17V2noIso = cms.string("userFloat('mvaNoIso')"),
)
)
run2_egamma_2016.toModify(electronMVATTH,
Expand Down Expand Up @@ -362,14 +375,15 @@ 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),

mvaFall17V2Iso = Var("userFloat('mvaFall17V2Iso')",float,doc="MVA Iso ID V2 score"),
mvaFall17V2Iso_WP80 = Var("userInt('mvaFall17V2Iso_WP80')",bool,doc="MVA Iso ID V2 WP80"),
mvaFall17V2Iso_WP90 = Var("userInt('mvaFall17V2Iso_WP90')",bool,doc="MVA Iso ID V2 WP90"),
mvaFall17V2Iso_WPL = Var("userInt('mvaFall17V2Iso_WPL')",bool,doc="MVA Iso ID V2 loose WP"),
mvaFall17V2noIso = Var("userFloat('mvaFall17V2noIso')",float,doc="MVA noIso ID V2 score"),
mvaFall17V2noIso_WP80 = Var("userInt('mvaFall17V2noIso_WP80')",bool,doc="MVA noIso ID V2 WP80"),
mvaFall17V2noIso_WP90 = Var("userInt('mvaFall17V2noIso_WP90')",bool,doc="MVA noIso ID V2 WP90"),
mvaFall17V2noIso_WPL = Var("userInt('mvaFall17V2noIso_WPL')",bool,doc="MVA noIso ID V2 loose WP"),
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"),
mvaHZZIso = Var("userFloat('mvaHZZIso')", float,doc="HZZ MVA Iso ID score"),

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)"),
vidNestedWPBitmap = Var("userInt('VIDNestedWPBitmap')",int,doc=_bitmapVIDForEle_docstring),
Expand Down Expand Up @@ -536,22 +550,24 @@ def _get_bitmapVIDForEle_docstring(modules,WorkingPoints):
(run3_nanoAOD_devel).toModify(slimmedElectronsWithUserData.userFloats,
mvaFall17V1Iso = None,
mvaFall17V1noIso = None,
mvaFall17V2Iso = None,
mvaFall17V2noIso = None,
mvaIso = None,
mvaNoIso = None,
mvaHZZIso = None,
)
(run3_nanoAOD_devel).toModify(electronTable.variables,
mvaFall17V2Iso = None,
mvaFall17V2Iso_WP80 = None,
mvaFall17V2Iso_WP90 = None,
mvaFall17V2Iso_WPL = None,
mvaFall17V2noIso = None,
mvaFall17V2noIso_WP80 = None,
mvaFall17V2noIso_WP90 = None,
mvaFall17V2noIso_WPL = None,
mvaIso = None,
mvaIso_WP80 = None,
mvaIso_WP90 = None,
mvaIso_WPL = None,
mvaNoIso = None,
mvaNoIso_WP80 = None,
mvaNoIso_WP90 = None,
mvaNoIso_WPL = None,
vidNestedWPBitmapHEEP = None,
vidNestedWPBitmap = None,
cutBased = None,
cutBased_HEEP = None,
mvaHZZIso = None,
)

(run3_nanoAOD_devel).toReplaceWith(electronTablesTask, electronTablesTask.copyAndExclude([electronMVATTH]))
Expand Down
16 changes: 8 additions & 8 deletions PhysicsTools/NanoAOD/python/nanoDQM_cfi.py
View file
Open in desktop
Expand Up @@ -83,14 +83,14 @@
NoPlot('mass'),
Plot1D('miniPFRelIso_all', 'miniPFRelIso_all', 20, 0, 1, 'mini PF relative isolation, total (with scaled rho*EA PU corrections)'),
Plot1D('miniPFRelIso_chg', 'miniPFRelIso_chg', 20, 0, 1, 'mini PF relative isolation, charged component'),
Plot1D('mvaFall17V2Iso', 'mvaFall17V2Iso', 20, -1, 1, 'MVA Iso ID V2 score'),
Plot1D('mvaFall17V2Iso_WP80', 'mvaFall17V2Iso_WP80', 2, -0.5, 1.5, 'MVA Iso ID V2 WP80'),
Plot1D('mvaFall17V2Iso_WP90', 'mvaFall17V2Iso_WP90', 2, -0.5, 1.5, 'MVA Iso ID V2 WP90'),
Plot1D('mvaFall17V2Iso_WPL', 'mvaFall17V2Iso_WPL', 2, -0.5, 1.5, 'MVA Iso ID V2 loose WP'),
Plot1D('mvaFall17V2noIso', 'mvaFall17V2noIso', 20, -1, 1, 'MVA noIso ID V2 score'),
Plot1D('mvaFall17V2noIso_WP80', 'mvaFall17V2noIso_WP80', 2, -0.5, 1.5, 'MVA noIso ID V2 WP80'),
Plot1D('mvaFall17V2noIso_WP90', 'mvaFall17V2noIso_WP90', 2, -0.5, 1.5, 'MVA noIso ID V2 WP90'),
Plot1D('mvaFall17V2noIso_WPL', 'mvaFall17V2noIso_WPL', 2, -0.5, 1.5, 'MVA noIso ID V2 loose WP'),
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('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('pfRelIso03_all', 'pfRelIso03_all', 20, 0, 2, 'PF relative isolation dR=0.3, total (with rho*EA PU corrections)'),
Expand Down
5 changes: 4 additions & 1 deletion PhysicsTools/NanoAOD/python/nano_eras_cff.py
View file
Open in desktop
Expand Up @@ -24,4 +24,7 @@

run2_nanoAOD_ANY = (
run2_miniAOD_80XLegacy | run2_nanoAOD_92X | run2_nanoAOD_94X2016 | run2_nanoAOD_94XMiniAODv1 | run2_nanoAOD_94XMiniAODv2 | run2_nanoAOD_102Xv1 | run2_nanoAOD_106Xv1 | run2_nanoAOD_106Xv2
)
)
run2_nanoAOD_preUL = (
run2_miniAOD_80XLegacy | run2_nanoAOD_92X | run2_nanoAOD_94X2016 | run2_nanoAOD_94XMiniAODv1 | run2_nanoAOD_94XMiniAODv2 | run2_nanoAOD_102Xv1
)
3 changes: 3 additions & 0 deletions PhysicsTools/PatAlgos/python/slimming/miniAOD_tools.py
View file
Open in desktop
Expand Up @@ -301,6 +301,9 @@ def _add_deepFlavour(process):
'RecoEgamma.ElectronIdentification.Identification.cutBasedElectronID_Summer16_80X_V1_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Spring16_GeneralPurpose_V1_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Spring16_HZZ_V1_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Summer16UL_ID_ISO_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Summer17UL_ID_ISO_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Summer18UL_ID_ISO_cff',
]
switchOnVIDElectronIdProducer(process,DataFormat.MiniAOD, task)
process.egmGsfElectronIDs.physicsObjectSrc = cms.InputTag("reducedEgamma","reducedGedGsfElectrons")
Expand Down