NanoAOD/python/muons_cff.py

0001 import FWCore.ParameterSet.Config as cms
0002
0003 from PhysicsTools.NanoAOD.nano_eras_cff import *
0004 from PhysicsTools.NanoAOD.common_cff import *
0005 from PhysicsTools.NanoAOD.simplePATMuonFlatTableProducer_cfi import simplePATMuonFlatTableProducer
0006
0007 import PhysicsTools.PatAlgos.producersLayer1.muonProducer_cfi
0008
0009 # this below is used only in some eras
0010 slimmedMuonsUpdated = cms.EDProducer("PATMuonUpdater",
0011     src = cms.InputTag("slimmedMuons"),
0012     vertices = cms.InputTag("offlineSlimmedPrimaryVertices"),
0013     computeMiniIso = cms.bool(False),
0014     fixDxySign = cms.bool(True),
0015     pfCandsForMiniIso = cms.InputTag("packedPFCandidates"),
0016     miniIsoParams = PhysicsTools.PatAlgos.producersLayer1.muonProducer_cfi.patMuons.miniIsoParams, # so they're in sync
0017     recomputeMuonBasicSelectors = cms.bool(False),
0018 )
0019
0020 isoForMu = cms.EDProducer("MuonIsoValueMapProducer",
0021     src = cms.InputTag("slimmedMuonsUpdated"),
0022     relative = cms.bool(False),
0023     rho_MiniIso = cms.InputTag("fixedGridRhoFastjetAll"),
0024     EAFile_MiniIso = cms.FileInPath("PhysicsTools/NanoAOD/data/effAreaMuons_cone03_pfNeuHadronsAndPhotons_94X.txt"),
0025 )
0026
0027 ptRatioRelForMu = cms.EDProducer("MuonJetVarProducer",
0028     srcJet = cms.InputTag("updatedJetsPuppi"),
0029     srcLep = cms.InputTag("slimmedMuonsUpdated"),
0030     srcVtx = cms.InputTag("offlineSlimmedPrimaryVertices"),
0031 )
0032
0033 muonMVAID = cms.EDProducer("EvaluateMuonMVAID",
0034     src = cms.InputTag("slimmedMuonsUpdated"),
0035     weightFile =  cms.FileInPath("RecoMuon/MuonIdentification/data/mvaID.onnx"),
0036     backend = cms.string('ONNX'),
0037     name = cms.string("muonMVAID"),
0038     outputTensorName= cms.string("probabilities"),
0039     inputTensorName= cms.string("float_input"),
0040     outputNames = cms.vstring(["probGOOD", "wpMedium", "wpTight"]),
0041     batch_eval =cms.bool(True),
0042     outputFormulas = cms.vstring(["at(1)", "? at(1) > 0.08 ? 1 : 0", "? at(1) > 0.20 ? 1 : 0"]),
0043     variables = cms.VPSet(
0044         cms.PSet( name = cms.string("LepGood_global_muon"), expr = cms.string("isGlobalMuon")),
0045         cms.PSet( name = cms.string("LepGood_validFraction"), expr = cms.string("?innerTrack.isNonnull?innerTrack().validFraction:-99")),
0046         cms.PSet( name = cms.string("Muon_norm_chi2_extended")),
0047         cms.PSet( name = cms.string("LepGood_local_chi2"), expr = cms.string("combinedQuality().chi2LocalPosition")),
0048         cms.PSet( name = cms.string("LepGood_kink"), expr = cms.string("combinedQuality().trkKink")),
0049         cms.PSet( name = cms.string("LepGood_segmentComp"), expr = cms.string("segmentCompatibility")),
0050         cms.PSet( name = cms.string("Muon_n_Valid_hits_extended")),
0051         cms.PSet( name = cms.string("LepGood_n_MatchedStations"), expr = cms.string("numberOfMatchedStations()")),
0052         cms.PSet( name = cms.string("LepGood_Valid_pixel"), expr = cms.string("?innerTrack.isNonnull()?innerTrack().hitPattern().numberOfValidPixelHits():-99")),
0053         cms.PSet( name = cms.string("LepGood_tracker_layers"), expr = cms.string("?innerTrack.isNonnull()?innerTrack().hitPattern().trackerLayersWithMeasurement():-99")),
0054         cms.PSet( name = cms.string("LepGood_pt"), expr = cms.string("pt")),
0055         cms.PSet( name = cms.string("LepGood_eta"), expr = cms.string("eta")),
0056     )
0057 )
0058
0059
0060
0061
0062
0063
0064 slimmedMuonsWithUserData = cms.EDProducer("PATMuonUserDataEmbedder",
0065      src = cms.InputTag("slimmedMuonsUpdated"),
0066      userFloats = cms.PSet(
0067         miniIsoChg = cms.InputTag("isoForMu:miniIsoChg"),
0068         miniIsoAll = cms.InputTag("isoForMu:miniIsoAll"),
0069         ptRatio = cms.InputTag("ptRatioRelForMu:ptRatio"),
0070         ptRel = cms.InputTag("ptRatioRelForMu:ptRel"),
0071         jetNDauChargedMVASel = cms.InputTag("ptRatioRelForMu:jetNDauChargedMVASel"),
0072         mvaIDMuon_wpMedium = cms.InputTag("muonMVAID:wpMedium"),
0073         mvaIDMuon_wpTight = cms.InputTag("muonMVAID:wpTight"),
0074         mvaIDMuon = cms.InputTag("muonMVAID:probGOOD")
0075      ),
0076      userCands = cms.PSet(
0077         jetForLepJetVar = cms.InputTag("ptRatioRelForMu:jetForLepJetVar") # warning: Ptr is null if no match is found
0078      ),
0079 )
0080
0081
0082 finalMuons = cms.EDFilter("PATMuonRefSelector",
0083     src = cms.InputTag("slimmedMuonsWithUserData"),
0084     cut = cms.string("pt > 15 || (pt > 3 && (passed('CutBasedIdLoose') || passed('SoftCutBasedId') || passed('SoftMvaId') || passed('CutBasedIdGlobalHighPt') || passed('CutBasedIdTrkHighPt')))")
0085 )
0086
0087 finalLooseMuons = cms.EDFilter("PATMuonRefSelector", # for isotrack cleaning
0088     src = cms.InputTag("slimmedMuonsWithUserData"),
0089     cut = cms.string("pt > 3 && track.isNonnull && isLooseMuon")
0090 )
0091
0092 muonPROMPTMVA= cms.EDProducer("MuonBaseMVAValueMapProducer",
0093     src = cms.InputTag("linkedObjects","muons"),
0094     weightFile =  cms.FileInPath("PhysicsTools/NanoAOD/data/mu_BDTG_2022.weights.xml"),
0095     backend = cms.string("TMVA"),
0096     name = cms.string("muonPROMPTMVA"),
0097     isClassifier = cms.bool(True),
0098     variables = cms.VPSet(
0099         cms.PSet( name = cms.string("LepGood_pt"), expr = cms.string("pt")),
0100         cms.PSet( name = cms.string("LepGood_eta"), expr = cms.string("eta")),
0101         cms.PSet( name = cms.string("LepGood_pfRelIso03_all"), expr = cms.string("(pfIsolationR03().sumChargedHadronPt + max(pfIsolationR03().sumNeutralHadronEt + pfIsolationR03().sumPhotonEt - pfIsolationR03().sumPUPt/2,0.0))/pt")),
0102         cms.PSet( name = cms.string("LepGood_miniRelIsoCharged"), expr = cms.string("userFloat('miniIsoChg')/pt")),
0103         cms.PSet( name = cms.string("LepGood_miniRelIsoNeutral"), expr = cms.string("(userFloat('miniIsoAll')-userFloat('miniIsoChg'))/pt")),
0104         cms.PSet( name = cms.string("LepGood_jetNDauChargedMVASel"), expr = cms.string("?userCand('jetForLepJetVar').isNonnull()?userFloat('jetNDauChargedMVASel'):0")),
0105         cms.PSet( name = cms.string("LepGood_jetPtRelv2"), expr = cms.string("?userCand('jetForLepJetVar').isNonnull()?userFloat('ptRel'):0")),
0106         cms.PSet( name = cms.string("LepGood_jetDF"), expr = 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")),
0107         cms.PSet( name = cms.string("LepGood_jetPtRatio"), expr = cms.string("?userCand('jetForLepJetVar').isNonnull()?min(userFloat('ptRatio'),1.5):1.0/(1.0+(pfIsolationR04().sumChargedHadronPt + max(pfIsolationR04().sumNeutralHadronEt + pfIsolationR04().sumPhotonEt - pfIsolationR04().sumPUPt/2,0.0))/pt)")),
0108         cms.PSet( name = cms.string("LepGood_sip3d"), expr = cms.string("abs(dB('PV3D')/edB('PV3D'))")),
0109         cms.PSet( name = cms.string("LepGood_dxy"), expr = cms.string("log(abs(dB('PV2D')))")),
0110         cms.PSet( name = cms.string("LepGood_dz"), expr = cms.string("log(abs(dB('PVDZ')))")),
0111         cms.PSet( name = cms.string("LepGood_segmentComp"), expr = cms.string("segmentCompatibility")),
0112         )
0113 )
0114
0115 _legacy_muon_BDT_variable = cms.VPSet(
0116     cms.PSet( name = cms.string("LepGood_pt"), expr = cms.string("pt")),
0117     cms.PSet( name = cms.string("LepGood_eta"), expr = cms.string("eta")),
0118     cms.PSet( name = cms.string("LepGood_jetNDauChargedMVASel"), expr = cms.string("?userCand('jetForLepJetVar').isNonnull()?userFloat('jetNDauChargedMVASel'):0")),
0119     cms.PSet( name = cms.string("LepGood_miniRelIsoCharged"), expr = cms.string("userFloat('miniIsoChg')/pt")),
0120     cms.PSet( name = cms.string("LepGood_miniRelIsoNeutral"), expr = cms.string("(userFloat('miniIsoAll')-userFloat('miniIsoChg'))/pt")),
0121     cms.PSet( name = cms.string("LepGood_jetPtRelv2"), expr = cms.string("?userCand('jetForLepJetVar').isNonnull()?userFloat('ptRel'):0")),
0122     cms.PSet( name = cms.string("LepGood_jetDF"), expr = 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")),
0123     cms.PSet( name = cms.string("LepGood_jetPtRatio"), expr = cms.string("?userCand('jetForLepJetVar').isNonnull()?min(userFloat('ptRatio'),1.5):1.0/(1.0+(pfIsolationR04().sumChargedHadronPt + max(pfIsolationR04().sumNeutralHadronEt + pfIsolationR04().sumPhotonEt - pfIsolationR04().sumPUPt/2,0.0))/pt)")),
0124     cms.PSet( name = cms.string("LepGood_dxy"), expr = cms.string("log(abs(dB('PV2D')))")),
0125     cms.PSet( name = cms.string("LepGood_sip3d"), expr = cms.string("abs(dB('PV3D')/edB('PV3D'))")),
0126     cms.PSet( name = cms.string("LepGood_dz"), expr = cms.string("log(abs(dB('PVDZ')))")),
0127     cms.PSet( name = cms.string("LepGood_segmentComp"), expr = cms.string("segmentCompatibility")),
0128 )
0129
0130 muonMVALowPt = muonPROMPTMVA.clone(
0131     weightFile =  cms.FileInPath("PhysicsTools/NanoAOD/data/mu_BDTG_lowpt.weights.xml"),
0132     name = cms.string("muonMVALowPt"),
0133     variables = _legacy_muon_BDT_variable
0134 )
0135
0136 run2_muon_2016.toModify(
0137     muonPROMPTMVA,
0138     weightFile = "PhysicsTools/NanoAOD/data/mu_BDTG_2016.weights.xml",
0139     variables = _legacy_muon_BDT_variable
0140 )
0141
0142 (run2_muon_2017 | run2_muon_2018).toModify(
0143     muonPROMPTMVA,
0144     weightFile =  cms.FileInPath("PhysicsTools/NanoAOD/data/mu_BDTG_2017.weights.xml"),
0145     variables = _legacy_muon_BDT_variable
0146 )
0147
0148 from PhysicsTools.PatAlgos.muonTagInfos_cfi import muonTagInfos as _muonTagInfos
0149 muonPNetVariables = _muonTagInfos.clone(
0150     src = cms.InputTag("linkedObjects","muons"),
0151     leptonVars = cms.PSet(
0152         MuonSelected_LepGood_pt = cms.string("pt"),
0153         MuonSelected_LepGood_eta = cms.string("eta"),
0154         MuonSelected_LepGood_jetNDauChargedMVASel = cms.string("?userCand('jetForLepJetVar').isNonnull()?userFloat('jetNDauChargedMVASel'):0"),
0155         MuonSelected_LepGood_miniRelIsoCharged = cms.string("userFloat('miniIsoChg')/pt"),
0156         MuonSelected_LepGood_miniRelIsoNeutral = cms.string("(userFloat('miniIsoAll')-userFloat('miniIsoChg'))/pt"),
0157         MuonSelected_LepGood_jetPtRelv2 = cms.string("?userCand('jetForLepJetVar').isNonnull()?userFloat('ptRel'):0"),
0158         MuonSelected_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"),
0159         MuonSelected_LepGood_jetPtRatio = cms.string("?userCand('jetForLepJetVar').isNonnull()?min(userFloat('ptRatio'),1.5):1.0/(1.0+(pfIsolationR04().sumChargedHadronPt + max(pfIsolationR04().sumNeutralHadronEt + pfIsolationR04().sumPhotonEt - pfIsolationR04().sumPUPt/2,0.0))/pt)"),
0160         MuonSelected_dxy = cms.string("log(abs(dB('PV2D')))"),
0161         MuonSelected_sip3d = cms.string("abs(dB('PV3D')/edB('PV3D'))"),
0162         MuonSelected_dz = cms.string("log(abs(dB('PVDZ')))"),
0163         MuonSelected_LepGood_dz = cms.string("log(abs(dB('PVDZ')))"),
0164         MuonSelected_segmentComp = cms.string("segmentCompatibility"),
0165         MuonSelected_global_muon = cms.string("isGlobalMuon"),
0166         MuonSelected_validFraction = cms.string("?innerTrack.isNonnull?innerTrack().validFraction:-99"),
0167         MuonSelected_local_chi2 = cms.string("combinedQuality().chi2LocalPosition"),
0168         MuonSelected_kink = cms.string("combinedQuality().trkKink"),
0169         MuonSelected_n_MatchedStations = cms.string("numberOfMatchedStations()"),
0170         MuonSelected_Valid_pixel = cms.string("?innerTrack.isNonnull()?innerTrack().hitPattern().numberOfValidPixelHits():-99"),
0171         MuonSelected_tracker_layers = cms.string("?innerTrack.isNonnull()?innerTrack().hitPattern().trackerLayersWithMeasurement():-99"),
0172         MuonSelected_mvaId=cms.string("userFloat('mvaIDMuon')"),
0173     ),
0174     leptonVarsExt = cms.PSet(
0175         MuonSelected_mvaTTH=cms.InputTag("muonPROMPTMVA"),
0176     ),
0177     pfVars = cms.PSet(
0178         PF_pt=cms.string("pt"),
0179         PF_charge=cms.string("charge"),
0180         PF_isElectron=cms.string("?abs(pdgId)==11?1:0"),
0181         PF_isMuon=cms.string("?abs(pdgId)==13?1:0"),
0182         PF_isNeutralHadron=cms.string("?abs(pdgId)==130?1:0"),
0183         PF_isPhoton=cms.string("?abs(pdgId)==22?1:0"),
0184         PF_isChargedHadron=cms.string("?abs(pdgId)==211?1:0"),
0185         PF_puppiWeightNoLep=cms.string("puppiWeightNoLep"),
0186         PF_fromPV=cms.string("fromPV"),
0187         PF_numberOfPixelHits=cms.string("numberOfPixelHits"),
0188         PF_dzSig=cms.string("?hasTrackDetails?dz/max(dzError,1.e-6):0"),
0189         PF_dxySig=cms.string("?hasTrackDetails?dxy/max(dxyError,1.e-6):0"),
0190         PF_hcalFraction=cms.string("hcalFraction"),
0191         PF_trackerLayersWithMeasurement=cms.string("?hasTrackDetails?bestTrack().hitPattern().trackerLayersWithMeasurement:0"),
0192         PF_mask=cms.string("1"),
0193     ),
0194     svVars = cms.PSet(
0195         SV_eta=cms.string("eta"),
0196         SV_phi=cms.string("phi"),
0197         SV_pt=cms.string("pt"),
0198         SV_ndof=cms.string("vertexNdof"),
0199         SV_chi2=cms.string("vertexChi2"),
0200         SV_nTracks=cms.string("numberOfDaughters"),
0201         SV_mass=cms.string("mass"),
0202         SV_mask=cms.string("1"),
0203     ),
0204 )
0205
0206 from PhysicsTools.PatAlgos.muonPNetTags_cfi import muonPNetTags as _muonPNetTags
0207 muonPNetScores = _muonPNetTags.clone(
0208     src = cms.InputTag("muonPNetVariables"),
0209     srcLeps = cms.InputTag("linkedObjects", "muons"),
0210     model_path = 'PhysicsTools/NanoAOD/data/PNetMuonId/model.onnx',
0211     preprocess_json = 'PhysicsTools/NanoAOD/data/PNetMuonId/preprocess.json',
0212     flav_names = cms.vstring(["light", "prompt", "tau", "heavy"]),
0213 )
0214
0215 from TrackingTools.TransientTrack.TransientTrackBuilder_cfi import *
0216 muonBSConstrain = cms.EDProducer("MuonBeamspotConstraintValueMapProducer",
0217     src = cms.InputTag("linkedObjects","muons"),
0218 )
0219
0220 muonTable = simplePATMuonFlatTableProducer.clone(
0221     src = cms.InputTag("linkedObjects","muons"),
0222     name = cms.string("Muon"),
0223     doc  = cms.string("slimmedMuons after basic selection (" + finalMuons.cut.value()+")"),
0224     variables = cms.PSet(CandVars,
0225         ptErr   = Var("bestTrack().ptError()", float, doc = "ptError of the muon track", precision=6),
0226         tunepRelPt = Var("tunePMuonBestTrack().pt/pt",float,doc="TuneP relative pt, tunePpt/pt",precision=6),
0227         tuneP_pterr = Var("tunePMuonBestTrack().ptError()", float, doc = "pTerr from tunePMuonBestTrack", precision=6),
0228         tuneP_charge = Var("? tunePMuonBestTrack().isNonnull() && tunePMuonBestTrack().isAvailable() ? tunePMuonBestTrack().charge(): -99", float, doc="tunePMuonBestTrack() charge",precision=6),
0229         dz = Var("dB('PVDZ')",float,doc="dz (with sign) wrt first PV, in cm",precision=10),
0230         dzErr = Var("abs(edB('PVDZ'))",float,doc="dz uncertainty, in cm",precision=6),
0231         dxybs = Var("dB('BS2D')",float,doc="dxy (with sign) wrt the beam spot, in cm",precision=10),
0232         dxybsErr = Var("edB('BS2D')",float,doc="dxy uncertainty wrt the beam spot, in cm", precision=6),
0233         dxy = Var("dB('PV2D')",float,doc="dxy (with sign) wrt first PV, in cm",precision=10),
0234         dxyErr = Var("edB('PV2D')",float,doc="dxy uncertainty, in cm",precision=6),
0235         ip3d = Var("abs(dB('PV3D'))",float,doc="3D impact parameter wrt first PV, in cm",precision=10),
0236         sip3d = Var("abs(dB('PV3D')/edB('PV3D'))",float,doc="3D impact parameter significance wrt first PV",precision=10),
0237         segmentComp   = Var("segmentCompatibility()", float, doc = "muon segment compatibility", precision=14), # keep higher precision since people have cuts with 3 digits on this
0238         nStations = Var("numberOfMatchedStations", "uint8", doc = "number of matched stations with default arbitration (segment & track)"),
0239         nTrackerLayers = Var("?track.isNonnull?innerTrack().hitPattern().trackerLayersWithMeasurement():0", "uint8", doc = "number of layers in the tracker"),
0240         bestTrackType = Var("muonBestTrackType()", "uint8", doc = "Type of track used (1=inner, 2=STA, 3=global, 4=TPFMS, 5=Picky, 6=DYT)"),
0241         highPurity = Var("?track.isNonnull?innerTrack().quality('highPurity'):0", bool, doc = "inner track is high purity"),
0242         jetIdx = Var("?hasUserCand('jet')?userCand('jet').key():-1", "int16", doc="index of the associated jet (-1 if none)"),
0243         svIdx = Var("?hasUserCand('vertex')?userCand('vertex').key():-1", "int16", doc="index of matching secondary vertex"),
0244         tkRelIso = Var("isolationR03().sumPt/pt",float,doc="Tracker-based relative isolation dR=0.3 for highPt, trkIso/pt",precision=6),
0245         miniPFRelIso_chg = Var("userFloat('miniIsoChg')/pt",float,doc="mini PF relative isolation, charged component"),
0246         miniPFRelIso_all = Var("userFloat('miniIsoAll')/pt",float,doc="mini PF relative isolation, total (with scaled rho*EA PU corrections)"),
0247         pfRelIso03_chg = Var("pfIsolationR03().sumChargedHadronPt/pt",float,doc="PF relative isolation dR=0.3, charged component"),
0248         pfRelIso03_all = Var("(pfIsolationR03().sumChargedHadronPt + max(pfIsolationR03().sumNeutralHadronEt + pfIsolationR03().sumPhotonEt - pfIsolationR03().sumPUPt/2,0.0))/pt",float,doc="PF relative isolation dR=0.3, total (deltaBeta corrections)"),
0249         pfRelIso04_all = Var("(pfIsolationR04().sumChargedHadronPt + max(pfIsolationR04().sumNeutralHadronEt + pfIsolationR04().sumPhotonEt - pfIsolationR04().sumPUPt/2,0.0))/pt",float,doc="PF relative isolation dR=0.4, total (deltaBeta corrections)"),
0250         jetRelIso = Var("?userCand('jetForLepJetVar').isNonnull()?(1./userFloat('ptRatio'))-1.:-1.",float,doc="Relative isolation in matched jet (1/ptRatio-1), -1 if none",precision=8),
0251         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),
0252         jetDF = Var("?userCand('jetForLepJetVar').isNonnull()?max(userCand('jetForLepJetVar').bDiscriminator('pfDeepFlavourJetTags:probbb')+userCand('jetForLepJetVar').bDiscriminator('pfDeepFlavourJetTags:probb')+userCand('jetForLepJetVar').bDiscriminator('pfDeepFlavourJetTags:problepb'),0.0):0.0",float,doc="value of the DEEPJET b tagging algorithm discriminator of the associated jet (0 if none)",precision=8,lazyEval=True),
0253         tightCharge = Var("?(muonBestTrack().ptError()/muonBestTrack().pt() < 0.2)?2:0", "uint8", doc="Tight charge criterion using pterr/pt of muonBestTrack (0:fail, 2:pass)"),
0254         looseId  = Var("passed('CutBasedIdLoose')",bool, doc="muon is loose muon"),
0255         isPFcand = Var("isPFMuon",bool,doc="muon is PF candidate"),
0256         isGlobal = Var("isGlobalMuon",bool,doc="muon is global muon"),
0257         isTracker = Var("isTrackerMuon",bool,doc="muon is tracker muon"),
0258         isStandalone = Var("isStandAloneMuon",bool,doc="muon is a standalone muon"),
0259         mediumId = Var("passed('CutBasedIdMedium')",bool,doc="cut-based ID, medium WP"),
0260         mediumPromptId = Var("passed('CutBasedIdMediumPrompt')",bool,doc="cut-based ID, medium prompt WP"),
0261         tightId = Var("passed('CutBasedIdTight')",bool,doc="cut-based ID, tight WP"),
0262         softId = Var("passed('SoftCutBasedId')",bool,doc="soft cut-based ID"),
0263         softMvaId = Var("passed('SoftMvaId')",bool,doc="soft MVA ID"),
0264         softMva = Var("softMvaValue()",float,doc="soft MVA ID score",precision=6),
0265         softMvaRun3 = Var("softMvaRun3Value()",float,doc="soft MVA Run3 ID score",precision=6),
0266         highPtId = Var("?passed('CutBasedIdGlobalHighPt')?2:passed('CutBasedIdTrkHighPt')","uint8",doc="high-pT cut-based ID (1 = tracker high pT, 2 = global high pT, which includes tracker high pT)"),
0267         pfIsoId = Var("passed('PFIsoVeryLoose')+passed('PFIsoLoose')+passed('PFIsoMedium')+passed('PFIsoTight')+passed('PFIsoVeryTight')+passed('PFIsoVeryVeryTight')","uint8",doc="PFIso ID from miniAOD selector (1=PFIsoVeryLoose, 2=PFIsoLoose, 3=PFIsoMedium, 4=PFIsoTight, 5=PFIsoVeryTight, 6=PFIsoVeryVeryTight)"),
0268         tkIsoId = Var("?passed('TkIsoTight')?2:passed('TkIsoLoose')","uint8",doc="TkIso ID (1=TkIsoLoose, 2=TkIsoTight)"),
0269         miniIsoId = Var("passed('MiniIsoLoose')+passed('MiniIsoMedium')+passed('MiniIsoTight')+passed('MiniIsoVeryTight')","uint8",doc="MiniIso ID from miniAOD selector (1=MiniIsoLoose, 2=MiniIsoMedium, 3=MiniIsoTight, 4=MiniIsoVeryTight)"),
0270         mvaMuID = Var("userFloat('mvaIDMuon')", float, doc="MVA-based ID score",precision=6),
0271         mvaMuID_WP = Var("userFloat('mvaIDMuon_wpMedium') + userFloat('mvaIDMuon_wpTight')","uint8",doc="MVA-based ID selector WPs (1=MVAIDwpMedium,2=MVAIDwpTight)"),
0272         multiIsoId = Var("?passed('MultiIsoMedium')?2:passed('MultiIsoLoose')","uint8",doc="MultiIsoId from miniAOD selector (1=MultiIsoLoose, 2=MultiIsoMedium)"),
0273         puppiIsoId = Var("passed('PuppiIsoLoose')+passed('PuppiIsoMedium')+passed('PuppiIsoTight')", "uint8", doc="PuppiIsoId from miniAOD selector (1=Loose, 2=Medium, 3=Tight)"),
0274         triggerIdLoose = Var("passed('TriggerIdLoose')",bool,doc="TriggerIdLoose ID"),
0275         inTimeMuon = Var("passed('InTimeMuon')",bool,doc="inTimeMuon ID"),
0276         jetNDauCharged = Var("?userCand('jetForLepJetVar').isNonnull()?userFloat('jetNDauChargedMVASel'):0", "uint8", doc="number of charged daughters of the closest jet"),
0277         VXBS_Cov00 = Var("? tunePMuonBestTrack().isNonnull() && tunePMuonBestTrack().isAvailable() ? tunePMuonBestTrack().covariance(0,0) : -999",float,doc="0, 0 element of the VXBS Covariance matrix", precision=16),
0278         VXBS_Cov03 = Var("? tunePMuonBestTrack().isNonnull() && tunePMuonBestTrack().isAvailable() ? tunePMuonBestTrack().covariance(0,3) : -999",float,doc="0, 3 element of the VXBS Covariance matrix", precision=16),
0279         VXBS_Cov33 = Var("? tunePMuonBestTrack().isNonnull() && tunePMuonBestTrack().isAvailable() ? tunePMuonBestTrack().covariance(3,3) : -999",float,doc="3, 3 element of the VXBS Covariance matrix", precision=16),
0280         ),
0281     externalVariables = cms.PSet(
0282         promptMVA = ExtVar(cms.InputTag("muonPROMPTMVA"),float, doc="Prompt MVA lepton ID score. Corresponds to the previous mvaTTH",precision=14),
0283         mvaLowPt = ExtVar(cms.InputTag("muonMVALowPt"),float, doc="Low pt muon ID score",precision=14),
0284         pnScore_prompt = ExtVar(cms.InputTag("muonPNetScores:prompt"),float, doc="PNet muon ID score for lepton from W/Z/H bosons", precision=14),
0285         pnScore_heavy = ExtVar(cms.InputTag("muonPNetScores:heavy"),float, doc="PNet muon ID score for lepton from B or D hadrons", precision=14),
0286         pnScore_light = ExtVar(cms.InputTag("muonPNetScores:light"),float, doc="PNet muon ID score for lepton from hadrons w/o b or c quarks OR w/o generator matching", precision=14),
0287         pnScore_tau = ExtVar(cms.InputTag("muonPNetScores:tau"),float, doc="PNet muon ID score for decay of tau to light leptons (mu)", precision=14),
0288         fsrPhotonIdx = ExtVar(cms.InputTag("leptonFSRphotons:muFsrIndex"), "int16", doc="Index of the lowest-dR/ET2 among associated FSR photons"),
0289         bsConstrainedPt = ExtVar(cms.InputTag("muonBSConstrain:muonBSConstrainedPt"),float, doc="pT with beamspot constraint",precision=-1),
0290         bsConstrainedPtErr = ExtVar(cms.InputTag("muonBSConstrain:muonBSConstrainedPtErr"),float, doc="pT error with beamspot constraint ",precision=6),
0291         bsConstrainedChi2 = ExtVar(cms.InputTag("muonBSConstrain:muonBSConstrainedChi2"),float, doc="chi2 of beamspot constraint",precision=6),
0292     ),
0293 )
0294
0295 # Increase precision of eta and phi
0296 muonTable.variables.eta.precision = 16
0297 muonTable.variables.phi.precision = 16
0298
0299
0300 # Revert back to AK4 CHS jets for Run 2
0301 run2_nanoAOD_ANY.toModify(
0302     ptRatioRelForMu,srcJet="updatedJets"
0303 )
0304
0305
0306 muonsMCMatchForTable = cms.EDProducer("MCMatcher",       # cut on deltaR, deltaPt/Pt; pick best by deltaR
0307     src         = muonTable.src,                         # final reco collection
0308     matched     = cms.InputTag("finalGenParticles"),     # final mc-truth particle collection
0309     mcPdgId     = cms.vint32(13),               # one or more PDG ID (13 = mu); absolute values (see below)
0310     checkCharge = cms.bool(False),              # True = require RECO and MC objects to have the same charge
0311     mcStatus    = cms.vint32(1),                # PYTHIA status code (1 = stable, 2 = shower, 3 = hard scattering)
0312     maxDeltaR   = cms.double(0.3),              # Minimum deltaR for the match
0313     maxDPtRel   = cms.double(0.5),              # Minimum deltaPt/Pt for the match
0314     resolveAmbiguities    = cms.bool(True),     # Forbid two RECO objects to match to the same GEN object
0315     resolveByMatchQuality = cms.bool(True),    # False = just match input in order; True = pick lowest deltaR pair first
0316 )
0317
0318 muonMCTable = cms.EDProducer("CandMCMatchTableProducer",
0319     src     = muonTable.src,
0320     mcMap   = cms.InputTag("muonsMCMatchForTable"),
0321     objName = muonTable.name,
0322     objType = muonTable.name, #cms.string("Muon"),
0323     branchName = cms.string("genPart"),
0324     docString = cms.string("MC matching to status==1 muons"),
0325 )
0326
0327 muonTask = cms.Task(slimmedMuonsUpdated,isoForMu,ptRatioRelForMu,slimmedMuonsWithUserData,finalMuons,finalLooseMuons)
0328 muonMCTask = cms.Task(muonsMCMatchForTable,muonMCTable)
0329 muonTablesTask = cms.Task(muonPROMPTMVA,muonMVALowPt,muonBSConstrain,muonTable,muonMVAID,muonPNetVariables,muonPNetScores)