adaptToRunAtMiniAOD.py

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import FWCore.ParameterSet.Config as cms
 
 
 
 
def addTauReReco(process):
    #PAT
    process.load('PhysicsTools.PatAlgos.producersLayer1.tauProducer_cff')
    process.load('PhysicsTools.PatAlgos.selectionLayer1.tauSelector_cfi')
    process.selectedPatTaus.cut="pt > 18. && tauID(\'decayModeFindingNewDMs\')> 0.5" #Cut as in MiniAOD
    #Tau RECO
    process.load("RecoTauTag.Configuration.RecoPFTauTag_cff")
    #Task/Sequence for tau rereco
    process.miniAODTausTask = cms.Task(
        process.PFTauTask, 
        process.makePatTausTask,
        process.selectedPatTaus
    )
    process.miniAODTausSequence = cms.Sequence(process.miniAODTausTask)
    #Path with tau rereco (Needed?)
    process.TauReco = cms.Path(process.miniAODTausSequence)
 
 
def convertModuleToMiniAODInput(process, name):
    module = getattr(process, name)
    if hasattr(module, 'particleFlowSrc'):
        module.particleFlowSrc = cms.InputTag("packedPFCandidates", "", "")
    if hasattr(module, 'vertexSrc'):
        module.vertexSrc = cms.InputTag('offlineSlimmedPrimaryVertices')
    if hasattr(module, 'qualityCuts') and hasattr(module.qualityCuts, 'primaryVertexSrc'):
        module.qualityCuts.primaryVertexSrc = cms.InputTag('offlineSlimmedPrimaryVertices')
 
 
def adaptTauToMiniAODReReco(process, reclusterJets=True):
    # TRYING TO MAKE THINGS MINIAOD COMPATIBLE, FROM THE START, TO THE END, 1 BY 1
    #print '[adaptTauToMiniAODReReco]: Start'
 
    jetCollection = 'slimmedJets'
    # Add new jet collections if reclustering is demanded
    if reclusterJets:
        jetCollection = 'patJetsPAT'
        from RecoJets.JetProducers.ak4PFJets_cfi import ak4PFJets
        process.ak4PFJetsPAT = ak4PFJets.clone(
            src=cms.InputTag("packedPFCandidates")
        )
        # trivial PATJets
        from PhysicsTools.PatAlgos.producersLayer1.jetProducer_cfi import _patJets
        process.patJetsPAT = _patJets.clone(
            jetSource            = cms.InputTag("ak4PFJetsPAT"),
            addJetCorrFactors    = cms.bool(False),
            jetCorrFactorsSource = cms.VInputTag(),
            addBTagInfo          = cms.bool(False),
            addDiscriminators    = cms.bool(False),
            discriminatorSources = cms.VInputTag(),
            addAssociatedTracks  = cms.bool(False),
            addJetCharge         = cms.bool(False),
            addGenPartonMatch    = cms.bool(False),
            embedGenPartonMatch  = cms.bool(False),
            addGenJetMatch       = cms.bool(False),
            getJetMCFlavour      = cms.bool(False),
            addJetFlavourInfo    = cms.bool(False),
        )
        process.miniAODTausTask.add(process.ak4PFJetsPAT)
        process.miniAODTausTask.add(process.patJetsPAT)
 
    # so this adds all tracks to jet in some deltaR region. we don't have tracks so don't need it :D
    # process.ak4PFJetTracksAssociatorAtVertex.jets = cms.InputTag(jetCollection)
    
    # Remove ak4PFJetTracksAssociatorAtVertex from recoTauCommonSequence
    # Remove pfRecoTauTagInfoProducer from recoTauCommonSequence since it uses the jet-track association
    # HOWEVER, may use https://twiki.cern.ch/twiki/bin/view/CMSPublic/WorkBookMiniAOD2017#Isolated_Tracks
    # probably needs recovery of the two modules above
 
    process.recoTauAK4Jets08RegionPAT = cms.EDProducer("RecoTauPatJetRegionProducer",
        deltaR = process.recoTauAK4PFJets08Region.deltaR,
        maxJetAbsEta = process.recoTauAK4PFJets08Region.maxJetAbsEta,
        minJetPt = process.recoTauAK4PFJets08Region.minJetPt,
        pfCandAssocMapSrc = cms.InputTag(""),
        pfCandSrc = cms.InputTag("packedPFCandidates"),
        src = cms.InputTag(jetCollection)
    )
 
    process.recoTauPileUpVertices.src = cms.InputTag("offlineSlimmedPrimaryVertices")
    # Redefine recoTauCommonTask 
    # with redefined region and PU vertices, and w/o track-to-vertex associator and tauTagInfo (the two latter are probably obsolete and not needed at all)
    process.recoTauCommonTask = cms.Task(
        process.recoTauAK4Jets08RegionPAT,
        process.recoTauPileUpVertices
    )
 
    for moduleName in process.TauReco.moduleNames(): 
        convertModuleToMiniAODInput(process, moduleName)
 
 
    # Adapt TauPiZeros producer
    process.ak4PFJetsLegacyHPSPiZeros.builders[0].qualityCuts.primaryVertexSrc = cms.InputTag("offlineSlimmedPrimaryVertices")
    process.ak4PFJetsLegacyHPSPiZeros.jetSrc = cms.InputTag(jetCollection)
 
    # Adapt TauChargedHadrons producer
    for builder in process.ak4PFJetsRecoTauChargedHadrons.builders:
        builder.qualityCuts.primaryVertexSrc = cms.InputTag("offlineSlimmedPrimaryVertices")
        if builder.name.value() == 'tracks': #replace plugin based on generalTracks by one based on lostTracks
            builder.name = 'lostTracks'
            builder.plugin = 'PFRecoTauChargedHadronFromLostTrackPlugin'
            builder.srcTracks = cms.InputTag("lostTracks")
    process.ak4PFJetsRecoTauChargedHadrons.jetSrc = cms.InputTag(jetCollection)
 
    # Adapt combinatoricRecoTau producer
    process.combinatoricRecoTaus.jetRegionSrc = 'recoTauAK4Jets08RegionPAT'
    process.combinatoricRecoTaus.jetSrc = jetCollection
    # Adapt builders
    for builder in process.combinatoricRecoTaus.builders:
        for name,value in builder.parameters_().items():
            if name == 'qualityCuts':
                builder.qualityCuts.primaryVertexSrc = 'offlineSlimmedPrimaryVertices'
            elif name == 'pfCandSrc':
                builder.pfCandSrc = 'packedPFCandidates'
    # Adapt supported modifiers and remove unsupported ones 
    modifiersToRemove_ = cms.VPSet()
    for mod in process.combinatoricRecoTaus.modifiers:
        if mod.name.value() == 'elec_rej':
            modifiersToRemove_.append(mod)
            continue
        elif mod.name.value() == 'TTIworkaround':
            modifiersToRemove_.append(mod)
            continue
        for name,value in mod.parameters_().items():
            if name == 'qualityCuts':
                mod.qualityCuts.primaryVertexSrc = 'offlineSlimmedPrimaryVertices'
    for mod in modifiersToRemove_:
        process.combinatoricRecoTaus.modifiers.remove(mod)
        #print "\t\t Removing '%s' modifier from 'combinatoricRecoTaus'" %mod.name.value()
 
    # Redefine tau PV producer
    process.hpsPFTauPrimaryVertexProducer.__dict__['_TypedParameterizable__type'] = 'PFTauMiniAODPrimaryVertexProducer'
    process.hpsPFTauPrimaryVertexProducer.PVTag = 'offlineSlimmedPrimaryVertices'
    process.hpsPFTauPrimaryVertexProducer.packedCandidatesTag = cms.InputTag("packedPFCandidates")
    process.hpsPFTauPrimaryVertexProducer.lostCandidatesTag = cms.InputTag("lostTracks")
 
    # Redefine tau SV producer
    process.hpsPFTauSecondaryVertexProducer = cms.EDProducer("PFTauSecondaryVertexProducer",
        PFTauTag = cms.InputTag("hpsPFTauProducer")
    )
    
    # Remove RecoTau producers which are not supported (yet?), i.e. against-e/mu discriminats
    for moduleName in process.TauReco.moduleNames(): 
        if 'ElectronRejection' in moduleName or 'MuonRejection' in moduleName:
            if 'ByDeadECALElectronRejection' in moduleName: continue
            process.miniAODTausTask.remove(getattr(process, moduleName))
 
    # Instead add against-mu discriminants which are MiniAOD compatible
    from RecoTauTag.RecoTau.hpsPFTauDiscriminationByMuonRejectionSimple_cff import hpsPFTauDiscriminationByMuonRejectionSimple
    
    process.hpsPFTauDiscriminationByMuonRejectionSimple = hpsPFTauDiscriminationByMuonRejectionSimple
    process.miniAODTausTask.add(process.hpsPFTauDiscriminationByMuonRejectionSimple)
 
    
 
    process.tauGenJets.GenParticles = cms.InputTag("prunedGenParticles")
    process.tauMatch.matched = cms.InputTag("prunedGenParticles")
 
    # Remove unsupported tauIDs
    for name, src in process.patTaus.tauIDSources.parameters_().items():
        if name.find('againstElectron') > -1 or name.find('againstMuon') > -1:
            if name.find('againstElectronDeadECAL') > -1: continue
            delattr(process.patTaus.tauIDSources,name)
    # Add MiniAOD specific ones
    setattr(process.patTaus.tauIDSources,'againstMuonLooseSimple',
                cms.PSet(inputTag = cms.InputTag('hpsPFTauDiscriminationByMuonRejectionSimple'),
                         provenanceConfigLabel = cms.string('IDWPdefinitions'),
                         idLabel = cms.string('ByLooseMuonRejectionSimple')
                 ))
    setattr(process.patTaus.tauIDSources,'againstMuonTightSimple',
                cms.PSet(inputTag = cms.InputTag('hpsPFTauDiscriminationByMuonRejectionSimple'),
                         provenanceConfigLabel = cms.string('IDWPdefinitions'),
                         idLabel = cms.string('ByTightMuonRejectionSimple')
                 ))
 
    # Run TauIDs (anti-e && deepTau) on top of selectedPatTaus
    _updatedTauName = 'selectedPatTausNewIDs'
    _noUpdatedTauName = 'selectedPatTausNoNewIDs'
    import RecoTauTag.RecoTau.tools.runTauIdMVA as tauIdConfig
    tauIdEmbedder = tauIdConfig.TauIDEmbedder(
        process, debug = False,
        updatedTauName = _updatedTauName,
        toKeep = ['againstEle2018','deepTau2017v2p1']
    )
    tauIdEmbedder.runTauID()
    setattr(process, _noUpdatedTauName, process.selectedPatTaus.clone())
    process.miniAODTausTask.add(getattr(process,_noUpdatedTauName))
    delattr(process, 'selectedPatTaus')
    process.deepTau2017v2p1.taus = _noUpdatedTauName
    process.patTauDiscriminationByElectronRejectionMVA62018Raw.PATTauProducer = _noUpdatedTauName
    process.patTauDiscriminationByElectronRejectionMVA62018.PATTauProducer = _noUpdatedTauName
    process.selectedPatTaus = getattr(process, _updatedTauName).clone(
        src = _noUpdatedTauName
    )
    process.newTauIDsTask = cms.Task(
        process.rerunMvaIsolationTask,
        process.selectedPatTaus
    )
    process.miniAODTausTask.add(process.newTauIDsTask)
 
    #print '[adaptTauToMiniAODReReco]: Done!'
 
 
def setOutputModule(mode=0):
    #mode = 0: store original MiniAOD and new selectedPatTaus 
    #mode = 1: store original MiniAOD, new selectedPatTaus, and all PFTau products as in AOD (except of unsuported ones), plus a few additional collections (charged hadrons, pi zeros, combinatoric reco taus)
 
    import Configuration.EventContent.EventContent_cff as evtContent
    output = cms.OutputModule(
        'PoolOutputModule',
        fileName=cms.untracked.string('miniAOD_TauReco.root'),
        fastCloning=cms.untracked.bool(False),
        dataset=cms.untracked.PSet(
            dataTier=cms.untracked.string('MINIAODSIM'),
            filterName=cms.untracked.string('')
        ),
        outputCommands = evtContent.MINIAODSIMEventContent.outputCommands,
        SelectEvents=cms.untracked.PSet(
            SelectEvents=cms.vstring('*',)
            )
        )
    output.outputCommands.append('keep *_selectedPatTaus_*_*')
    if mode==1:
        for prod in evtContent.RecoTauTagAOD.outputCommands:
            if prod.find('ElectronRejection') > -1 and prod.find('DeadECAL') == -1:
                continue
            if prod.find('MuonRejection') > -1:
                continue
            output.outputCommands.append(prod)
        output.outputCommands.append('keep *_hpsPFTauDiscriminationByMuonRejectionSimple_*_*')
        output.outputCommands.append('keep *_combinatoricReco*_*_*')
        output.outputCommands.append('keep *_ak4PFJetsRecoTauChargedHadrons_*_*')
        output.outputCommands.append('keep *_ak4PFJetsLegacyHPSPiZeros_*_*')
        output.outputCommands.append('keep *_patJetsPAT_*_*')
 
    return output