def MassReplaceParameter(process,name="label",old="rawDataCollector",new="rawDataRepacker",verbose=False):
# replace values of named parameters
from PhysicsTools.PatAlgos.tools.helpers import massSearchReplaceParam
for s in process.paths_().keys():
massSearchReplaceParam(getattr(process,s),name,old,new,verbose)
for s in process.endpaths_().keys():
massSearchReplaceParam(getattr(process,s),name,old,new,verbose)
return(process)
def MassReplaceParameter(process,name="label",old="rawDataCollector",new="rawDataRepacker",verbose=False):
# replace values of named parameters
from PhysicsTools.PatAlgos.tools.helpers import massSearchReplaceParam
for s in process.paths_().keys():
massSearchReplaceParam(getattr(process,s),name,old,new,verbose)
for s in process.endpaths_().keys():
massSearchReplaceParam(getattr(process,s),name,old,new,verbose)
return(process)
def switchInputTausToPAT(process, postfix = ""):
print "switching input tau collection to PAT from hpsPFTauProducer --> pfTaus (as was in 4_2_X)"
from PhysicsTools.PatAlgos.tools.tauTools import switchToPFTauByType
from PhysicsTools.PatAlgos.tools.helpers import massSearchReplaceParam
oldTauSrc = getattr(process,"patTaus"+postfix).tauSource
newTauSrc = cms.InputTag("pfTaus"+postfix)
switchToPFTauByType(process,pfTauType="hpsPFTau",
pfTauLabelOld=oldTauSrc,pfTauLabelNew=newTauSrc,
postfix=postfix)
massSearchReplaceParam(getattr(process,"patHPSPFTauDiscrimination"+postfix),
"PFTauProducer",oldTauSrc,newTauSrc)
def switchInputTausToPAT(process, postfix=""):
print "switching input tau collection to PAT from hpsPFTauProducer --> pfTaus (as was in 4_2_X)"
from PhysicsTools.PatAlgos.tools.tauTools import switchToPFTauByType
from PhysicsTools.PatAlgos.tools.helpers import massSearchReplaceParam
oldTauSrc = getattr(process, "patTaus" + postfix).tauSource
newTauSrc = cms.InputTag("pfTaus" + postfix)
switchToPFTauByType(process,
pfTauType="hpsPFTau",
pfTauLabelOld=oldTauSrc,
pfTauLabelNew=newTauSrc,
postfix=postfix)
massSearchReplaceParam(
getattr(process, "patHPSPFTauDiscrimination" + postfix),
"PFTauProducer", oldTauSrc, newTauSrc)
def addPF2PAT(process, dataVersion, postfix="PFlow",
doTauHLTMatching=True, matchingTauTrigger=None,
):
# if hasattr(process, "patDefaultSequence"):
# raise Exception("PAT should not exist before calling addPF2PAT at the moment")
# Hack to not to crash if something in PAT assumes process.out
hasOut = hasattr(process, "out")
outputCommands = []
outputCommandsBackup = []
if hasOut:
outputCommandsBackup = process.out.outputCommands[:]
else:
process.out = cms.OutputModule("PoolOutputModule",
fileName = cms.untracked.string('dummy.root'),
outputCommands = cms.untracked.vstring()
)
outputCommands = []
# Jet modifications
# PhysicsTools/PatExamples/test/patTuple_42x_jec_cfg.py
jetCorrFactors = patJetCorrLevels(dataVersion, True)
jetCorrPayload = "AK5PFchs"
process.load("PhysicsTools.PatAlgos.patSequences_cff")
pfTools.usePF2PAT(process, runPF2PAT=True, jetAlgo="AK5", jetCorrections=(jetCorrPayload, jetCorrFactors),
runOnMC=dataVersion.isMC(), postfix=postfix)
outputCommands = [
# "keep *_selectedPatPhotons%s_*_*" % postfix,
# 'keep *_selectedPatElectrons%s_*_*' % postfix,
'keep *_selectedPatMuons%s_*_*' % postfix,
'keep *_selectedPatJets%s*_*_*' % postfix,
'keep *_selectedPatTaus%s_*_*' % postfix,
'keep *_selectedPatPFParticles%s_*_*' % postfix,
'keep *_selectedPatJets%s_pfCandidates_*' % postfix,
'drop *_*PF_caloTowers_*',
'drop *_*JPT_pfCandidates_*',
'drop *_*Calo_pfCandidates_*',
'keep *_patMETs%s_*_*' % postfix,
]
# Enable PFnoPU
getattr(process, "pfPileUp"+postfix).Enable = True
getattr(process, "pfPileUp"+postfix).checkClosestZVertex = False
getattr(process, "pfPileUp"+postfix).Vertices = "offlinePrimaryVertices"
# Jet modifications
# L1FastJet
# https://twiki.cern.ch/twiki/bin/view/CMSPublic/WorkBookJetEnergyCorrections#OffsetJEC
# https://twiki.cern.ch/twiki/bin/view/CMSPublic/WorkBookJetEnergyCorrections#JetEnCor2011
# https://hypernews.cern.ch/HyperNews/CMS/get/jes/184.html
kt6name = "kt6PFJets"+postfix
process.load('RecoJets.Configuration.RecoPFJets_cff')
from RecoJets.JetProducers.kt4PFJets_cfi import kt4PFJets
setattr(process, kt6name, kt4PFJets.clone(
rParam = 0.6,
src = 'pfNoElectron'+postfix,
doRhoFastjet = True,
doAreaFastJet = cms.bool(True),
))
getattr(process, "patPF2PATSequence"+postfix).replace(
getattr(process, "pfNoElectron"+postfix),
getattr(process, "pfNoElectron"+postfix) * getattr(process, kt6name))
getattr(process, "patJetCorrFactors"+postfix).rho = cms.InputTag(kt6name, "rho")
getattr(process, "patJetCorrFactors"+postfix).useRho = True
# ak5PFJets
getattr(process, "pfJets"+postfix).doAreaFastjet = cms.bool(True)
getattr(process, "pfJets"+postfix).doRhoFastjet = False
# getattr(process, "pfJets"+postfix).Vertices = cms.InputTag("goodPrimaryVertices")
setPatJetDefaults(getattr(process, "patJets"+postfix))
# Use HPS taus
# Add and recalculate the discriminators
addHChTauDiscriminators()
if not hasattr(process, "hpsPFTauDiscriminationForChargedHiggsByLeadingTrackPtCut"):
import RecoTauTag.RecoTau.PFRecoTauDiscriminationForChargedHiggs_cfi as HChPFTauDiscriminators
import RecoTauTag.RecoTau.CaloRecoTauDiscriminationForChargedHiggs_cfi as HChCaloTauDiscriminators
tauAlgos = ["hpsPFTau"]
# tauAlgos = ["pfTaus"+postfix]
HChPFTauDiscriminators.addPFTauDiscriminationSequenceForChargedHiggs(process, tauAlgos)
HChPFTauDiscriminatorsCont.addPFTauDiscriminationSequenceForChargedHiggsCont(process, tauAlgos)
PFTauTestDiscrimination.addPFTauTestDiscriminationSequence(process, tauAlgos)
fixFlightPath(process, tauAlgos[0])
fixFlightPath(process, tauAlgos[0], "Cont")
patHelpers.cloneProcessingSnippet(process, process.hpsPFTauHplusDiscriminationSequence, postfix)
patHelpers.cloneProcessingSnippet(process, process.hpsPFTauHplusDiscriminationSequenceCont, postfix)
patHelpers.cloneProcessingSnippet(process, process.hpsPFTauHplusTestDiscriminationSequence, postfix)
patTauSeq = cms.Sequence(
getattr(process, "hpsPFTauHplusDiscriminationSequence"+postfix) *
getattr(process, "hpsPFTauHplusDiscriminationSequenceCont"+postfix) *
getattr(process, "hpsPFTauHplusTestDiscriminationSequence"+postfix)
# getattr(process, "pfTaus"+postfix+"HplusDiscriminationSequence") *
# getattr(process, "pfTaus"+postfix+"HplusDiscriminationSequenceCont") *
# getattr(process, "pfTaus"+postfix+"HplusTestDiscriminationSequence")
)
setattr(process, "hplusPatTauSequence"+postfix, patTauSeq)
patHelpers.massSearchReplaceParam(patTauSeq, "PFTauProducer", cms.InputTag("hpsPFTauProducer"), cms.InputTag("pfTaus"+postfix))
patHelpers.massSearchReplaceAnyInputTag(patTauSeq, cms.InputTag("hpsPFTauDiscriminationByDecayModeFinding"), cms.InputTag("hpsPFTauDiscriminationByDecayModeFinding"+postfix))
pfTools.adaptPFTaus(process, "hpsPFTau", postfix=postfix)
setPatTauDefaults(getattr(process, "patTaus"+postfix), False)
addPatTauIsolationEmbedding(process, getattr(process, "patDefaultSequence"+postfix), postfix)
getattr(process, "selectedPatTaus"+postfix).cut = tauPreSelection
# The prediscriminant of pfTausBaseDiscriminationByLooseIsolation
# is missing from the default sequence, but since we don't want to
# apply any tau selections as a part of PF2PAT anyway, let's just
# remove this too
getattr(process, "pfTaus"+postfix).discriminators = cms.VPSet()
# getattr(process, "pfTauSequence"+postfix).remove(getattr(process, "pfTaus"+postfix))
# delattr(process, "pfTaus"+postfix)
# getattr(process, "pfTausBaseSequence"+postfix).remove(getattr(process, "pfTausBaseDiscriminationByLooseIsolation"+postfix))
# Remove the shrinking cone altogether, we don't care about it
# getattr(process, "patDefaultSequence"+postfix).remove(getattr(process, "patShrinkingConePFTauDiscrimination"+postfix))
# Override the tau source (this is WRONG in the standard PF2PAT, the expers should know it already)
# getattr(process, "patTaus"+postfix).tauSource = "hpsPFTauProducer"+postfix
# patHelpers.massSearchReplaceAnyInputTag(getattr(process, "patHPSPFTauDiscrimination"+postfix),
# cms.InputTag("pfTaus"+postfix),
# cms.InputTag("hpsPFTauProducer"+postfix))
# getattr(process, "pfNoTau"+postfix).topCollection = cms.InputTag("hpsPFTauProducer"+postfix)
# Disable iso deposits, they take a LOT of space
getattr(process, "patTaus"+postfix).isoDeposits = cms.PSet()
# Disable tau top projection, the taus are identified and removed
# from jets as a part of the analysis
getattr(process, "pfNoTau"+postfix).enable = False
# Lepton modifications
setPatLeptonDefaults(getattr(process, "patMuons"+postfix), False)
#setPatLeptonDefaults(getattr(process, "patElectrons"+postfix), False)
#addPatElectronID(process, getattr(process, "patElectrons"+postfix), getattr(process, "makePatElectrons"+postfix))
# PATElectronProducer segfaults, and we don't really need them now
getattr(process, "patDefaultSequence"+postfix).remove(getattr(process, "makePatElectrons"+postfix))
getattr(process, "patDefaultSequence"+postfix).remove(getattr(process, "selectedPatElectrons"+postfix))
getattr(process, "patDefaultSequence"+postfix).remove(getattr(process, "countPatElectrons"+postfix))
getattr(process, "patDefaultSequence"+postfix).remove(getattr(process, "countPatLeptons"+postfix))
# Disable muon and electron top projections, needs wider
# discussion about lepton definitions
getattr(process, "pfNoMuon"+postfix).enable = False
getattr(process, "pfNoElectron"+postfix).enable = False
# Remove photon MC matcher in order to avoid keeping photons in the event content
#process.patDefaultSequencePFlow.remove(process.photonMatchPFlow)
if hasOut:
process.out.outputCommands = outputCommandsBackup
process.out.outputCommands.extend(outputCommands)
else:
del process.out
getattr(process, "patDefaultSequence"+postfix).replace(
getattr(process, "patTaus"+postfix),
patTauSeq *
getattr(process, "patTaus"+postfix)
)
sequence = cms.Sequence(
getattr(process, "patPF2PATSequence"+postfix)
)
if doTauHLTMatching:
sequence *= HChTriggerMatching.addTauHLTMatching(process, matchingTauTrigger, collections=["selectedPatTaus"+postfix], postfix=postfix)
return sequence
def switchMVAtoDB(process):
'''Contrary to its name, replace the MVA input by local root files for all MVA discriminators
usage: add following 2 lines to your config file in order to execute this function:
from RecoTauTag.Configuration.switchMVAtoDB_cfi import switchMVAtoDB
process = switchMVAtoDB(process)
The function takes no parameters. The names of the input root files are defined in
RecoTauTag/Configuration/python/switchMVAtoDB_cff.py (parameter inputFileName).
'''
# process.load("RecoTauTag.Configuration.loadRecoTauTagMVAsFromPrepDB_cfi")
massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"loadMVAfromDB", cms.bool(True), cms.bool(False))
#muon discriminators
process.hpsPFTauDiscriminationByMVArawMuonRejection.mvaName = cms.string("againstMuonMVA")
process.hpsPFTauDiscriminationByMVArawMuonRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/gbrDiscriminationAgainstMuonMVA.root')
massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"), "mvaOutput_normalization", cms.string("RecoTauTag_againstMuonMVAv1_mvaOutput_normalization"), cms.string("mvaOutput_normalization_opt2"))
process.hpsPFTauDiscriminationByMVALooseMuonRejection.mapping[0].cut = cms.string("opt2eff99_5")
process.hpsPFTauDiscriminationByMVAMediumMuonRejection.mapping[0].cut = cms.string("opt2eff99_0")
process.hpsPFTauDiscriminationByMVATightMuonRejection.mapping[0].cut = cms.string("opt2eff98_0")
process.hpsPFTauDiscriminationByMVALooseMuonRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByMVAMuonRejection.root')
process.hpsPFTauDiscriminationByMVAMediumMuonRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByMVAMuonRejection.root')
process.hpsPFTauDiscriminationByMVATightMuonRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByMVAMuonRejection.root')
#electron discriminators (MVA5)
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwoGSF_EC = cms.string('gbr_woGwoGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwGSF_EC = cms.string('gbr_woGwGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwoGSF_EC = cms.string('gbr_wGwoGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwGSF_EC = cms.string('gbr_wGwGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwoGSF_BL = cms.string('gbr_woGwoGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwGSF_BL = cms.string('gbr_woGwGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwoGSF_BL = cms.string('gbr_wGwoGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwGSF_BL = cms.string('gbr_wGwGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwoGSF_EC = cms.string('gbr_NoEleMatch_woGwoGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwGSF_EC = cms.string('gbr_NoEleMatch_woGwGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwoGSF_EC = cms.string('gbr_NoEleMatch_wGwoGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwGSF_EC = cms.string('gbr_NoEleMatch_wGwGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwoGSF_BL = cms.string('gbr_NoEleMatch_woGwoGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwGSF_BL = cms.string('gbr_NoEleMatch_woGwGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwoGSF_BL = cms.string('gbr_NoEleMatch_wGwoGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwGSF_BL = cms.string('gbr_NoEleMatch_wGwGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/gbrDiscriminationAgainstElectronMVA5.root')
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[0].cut = cms.string("eff99cat0")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[1].cut = cms.string("eff99cat1")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[2].cut = cms.string("eff99cat2")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[3].cut = cms.string("eff99cat3")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[4].cut = cms.string("eff99cat4")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[5].cut = cms.string("eff99cat5")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[6].cut = cms.string("eff99cat6")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[7].cut = cms.string("eff99cat7")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[8].cut = cms.string("eff99cat8")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[9].cut = cms.string("eff99cat9")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[10].cut = cms.string("eff99cat10")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[11].cut = cms.string("eff99cat11")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[12].cut = cms.string("eff99cat12")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[13].cut = cms.string("eff99cat13")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[14].cut = cms.string("eff99cat14")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[15].cut = cms.string("eff99cat15")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationAgainstElectronMVA5.root')
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[0].cut = cms.string("eff96cat0")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[1].cut = cms.string("eff96cat1")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[2].cut = cms.string("eff96cat2")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[3].cut = cms.string("eff96cat3")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[4].cut = cms.string("eff96cat4")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[5].cut = cms.string("eff96cat5")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[6].cut = cms.string("eff96cat6")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[7].cut = cms.string("eff96cat7")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[8].cut = cms.string("eff96cat8")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[9].cut = cms.string("eff96cat9")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[10].cut = cms.string("eff96cat10")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[11].cut = cms.string("eff96cat11")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[12].cut = cms.string("eff96cat12")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[13].cut = cms.string("eff96cat13")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[14].cut = cms.string("eff96cat14")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[15].cut = cms.string("eff96cat15")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationAgainstElectronMVA5.root')
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[0].cut = cms.string("eff91cat0")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[1].cut = cms.string("eff91cat1")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[2].cut = cms.string("eff91cat2")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[3].cut = cms.string("eff91cat3")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[4].cut = cms.string("eff91cat4")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[5].cut = cms.string("eff91cat5")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[6].cut = cms.string("eff91cat6")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[7].cut = cms.string("eff91cat7")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[8].cut = cms.string("eff91cat8")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[9].cut = cms.string("eff91cat9")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[10].cut = cms.string("eff91cat10")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[11].cut = cms.string("eff91cat11")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[12].cut = cms.string("eff91cat12")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[13].cut = cms.string("eff91cat13")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[14].cut = cms.string("eff91cat14")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[15].cut = cms.string("eff91cat15")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationAgainstElectronMVA5.root')
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[0].cut = cms.string("eff85cat0")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[1].cut = cms.string("eff85cat1")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[2].cut = cms.string("eff85cat2")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[3].cut = cms.string("eff85cat3")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[4].cut = cms.string("eff85cat4")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[5].cut = cms.string("eff85cat5")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[6].cut = cms.string("eff85cat6")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[7].cut = cms.string("eff85cat7")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[8].cut = cms.string("eff85cat8")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[9].cut = cms.string("eff85cat9")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[10].cut = cms.string("eff85cat10")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[11].cut = cms.string("eff85cat11")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[12].cut = cms.string("eff85cat12")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[13].cut = cms.string("eff85cat13")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[14].cut = cms.string("eff85cat14")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[15].cut = cms.string("eff85cat15")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationAgainstElectronMVA5.root')
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[0].cut = cms.string("eff79cat0")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[1].cut = cms.string("eff79cat1")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[2].cut = cms.string("eff79cat2")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[3].cut = cms.string("eff79cat3")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[4].cut = cms.string("eff79cat4")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[5].cut = cms.string("eff79cat5")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[6].cut = cms.string("eff79cat6")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[7].cut = cms.string("eff79cat7")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[8].cut = cms.string("eff79cat8")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[9].cut = cms.string("eff79cat9")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[10].cut = cms.string("eff79cat10")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[11].cut = cms.string("eff79cat11")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[12].cut = cms.string("eff79cat12")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[13].cut = cms.string("eff79cat13")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[14].cut = cms.string("eff79cat14")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[15].cut = cms.string("eff79cat15")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationAgainstElectronMVA5.root')
#electron discriminators (MVA6)
process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_woGwGSF_EC = cms.string('gbr_woGwGSF_EC')
process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_wGwGSF_EC = cms.string('gbr_wGwGSF_EC')
process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_woGwGSF_BL = cms.string('gbr_woGwGSF_BL')
process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_wGwGSF_BL = cms.string('gbr_wGwGSF_BL')
process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_NoEleMatch_woGwoGSF_EC = cms.string('gbr_NoEleMatch_woGwoGSF_EC')
process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_NoEleMatch_wGwoGSF_EC = cms.string('gbr_NoEleMatch_wGwoGSF_EC')
process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_NoEleMatch_woGwoGSF_BL = cms.string('gbr_NoEleMatch_woGwoGSF_BL')
process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_NoEleMatch_wGwoGSF_BL = cms.string('gbr_NoEleMatch_wGwoGSF_BL')
process.hpsPFTauDiscriminationByMVA6rawElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/gbrDiscriminationAgainstElectronMVA6.root')
process.hpsPFTauDiscriminationByMVA6ElectronRejection.mapping[0].cut = cms.string("")
for i, cat in enumerate([0, 2, 5, 7, 8, 10, 13, 15]):
process.hpsPFTauDiscriminationByMVA6ElectronRejection.mapping[i].workingPoints = cms.vstring(
"eff99cat%i"%cat,
"eff96cat%i"%cat,
"eff91cat%i"%cat,
"eff85cat%i"%cat,
"eff79cat%i"%cat
) #.mapping[i].workingPoints overrides .workingPoints but the latter config can still be used to retrieve indices, e.g. by PAT step
process.hpsPFTauDiscriminationByMVA6ElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationAgainstElectronMVA6.root')
#isolation
process.hpsPFTauDiscriminationByIsolationMVA3oldDMwoLTraw.mvaName = cms.string("tauIdMVAoldDMwoLT")
massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"mvaOutput_normalization", cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_mvaOutput_normalization"), cms.string("mvaOutput_normalization_oldDMwoLT"))
process.hpsPFTauDiscriminationByVLooseIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("oldDMwoLTEff90")
process.hpsPFTauDiscriminationByLooseIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("oldDMwoLTEff80")
process.hpsPFTauDiscriminationByMediumIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("oldDMwoLTEff70")
process.hpsPFTauDiscriminationByTightIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("oldDMwoLTEff60")
process.hpsPFTauDiscriminationByVTightIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("oldDMwoLTEff50")
process.hpsPFTauDiscriminationByVVTightIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("oldDMwoLTEff40")
process.hpsPFTauDiscriminationByIsolationMVA3oldDMwoLTraw.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/gbrDiscriminationByIsolationMVA3_oldDMwoLT.root')
process.hpsPFTauDiscriminationByVLooseIsolationMVA3oldDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwoLT.root')
process.hpsPFTauDiscriminationByLooseIsolationMVA3oldDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwoLT.root')
process.hpsPFTauDiscriminationByMediumIsolationMVA3oldDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwoLT.root')
process.hpsPFTauDiscriminationByTightIsolationMVA3oldDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwoLT.root')
process.hpsPFTauDiscriminationByVTightIsolationMVA3oldDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwoLT.root')
process.hpsPFTauDiscriminationByVVTightIsolationMVA3oldDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwoLT.root')
process.hpsPFTauDiscriminationByIsolationMVA3oldDMwLTraw.mvaName = cms.string("tauIdMVAoldDMwLT")
massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"mvaOutput_normalization", cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_mvaOutput_normalization"), cms.string("mvaOutput_normalization_oldDMwLT"))
process.hpsPFTauDiscriminationByVLooseIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("oldDMwLTEff90")
process.hpsPFTauDiscriminationByLooseIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("oldDMwLTEff80")
process.hpsPFTauDiscriminationByMediumIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("oldDMwLTEff70")
process.hpsPFTauDiscriminationByTightIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("oldDMwLTEff60")
process.hpsPFTauDiscriminationByVTightIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("oldDMwLTEff50")
process.hpsPFTauDiscriminationByVVTightIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("oldDMwLTEff40")
process.hpsPFTauDiscriminationByIsolationMVA3oldDMwLTraw.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/gbrDiscriminationByIsolationMVA3_oldDMwLT.root')
process.hpsPFTauDiscriminationByVLooseIsolationMVA3oldDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwLT.root')
process.hpsPFTauDiscriminationByLooseIsolationMVA3oldDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwLT.root')
process.hpsPFTauDiscriminationByMediumIsolationMVA3oldDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwLT.root')
process.hpsPFTauDiscriminationByTightIsolationMVA3oldDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwLT.root')
process.hpsPFTauDiscriminationByVTightIsolationMVA3oldDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwLT.root')
process.hpsPFTauDiscriminationByVVTightIsolationMVA3oldDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwLT.root')
process.hpsPFTauDiscriminationByIsolationMVA3newDMwoLTraw.mvaName = cms.string("tauIdMVAnewDMwoLT")
massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"mvaOutput_normalization", cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_mvaOutput_normalization"), cms.string("mvaOutput_normalization_newDMwoLT"))
process.hpsPFTauDiscriminationByVLooseIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("newDMwoLTEff90")
process.hpsPFTauDiscriminationByLooseIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("newDMwoLTEff80")
process.hpsPFTauDiscriminationByMediumIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("newDMwoLTEff70")
process.hpsPFTauDiscriminationByTightIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("newDMwoLTEff60")
process.hpsPFTauDiscriminationByVTightIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("newDMwoLTEff50")
process.hpsPFTauDiscriminationByVVTightIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("newDMwoLTEff40")
process.hpsPFTauDiscriminationByIsolationMVA3newDMwoLTraw.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/gbrDiscriminationByIsolationMVA3_newDMwoLT.root')
process.hpsPFTauDiscriminationByVLooseIsolationMVA3newDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwoLT.root')
process.hpsPFTauDiscriminationByLooseIsolationMVA3newDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwoLT.root')
process.hpsPFTauDiscriminationByMediumIsolationMVA3newDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwoLT.root')
process.hpsPFTauDiscriminationByTightIsolationMVA3newDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwoLT.root')
process.hpsPFTauDiscriminationByVTightIsolationMVA3newDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwoLT.root')
process.hpsPFTauDiscriminationByVVTightIsolationMVA3newDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwoLT.root')
process.hpsPFTauDiscriminationByIsolationMVA3newDMwLTraw.mvaName = cms.string("tauIdMVAnewDMwLT")
massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"mvaOutput_normalization", cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_mvaOutput_normalization"), cms.string("mvaOutput_normalization_newDMwLT"))
process.hpsPFTauDiscriminationByVLooseIsolationMVA3newDMwLT.mapping[0].cut = cms.string("newDMwLTEff90")
process.hpsPFTauDiscriminationByLooseIsolationMVA3newDMwLT.mapping[0].cut = cms.string("newDMwLTEff80")
process.hpsPFTauDiscriminationByMediumIsolationMVA3newDMwLT.mapping[0].cut = cms.string("newDMwLTEff70")
process.hpsPFTauDiscriminationByTightIsolationMVA3newDMwLT.mapping[0].cut = cms.string("newDMwLTEff60")
process.hpsPFTauDiscriminationByVTightIsolationMVA3newDMwLT.mapping[0].cut = cms.string("newDMwLTEff50")
process.hpsPFTauDiscriminationByVVTightIsolationMVA3newDMwLT.mapping[0].cut = cms.string("newDMwLTEff40")
process.hpsPFTauDiscriminationByIsolationMVA3newDMwLTraw.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/gbrDiscriminationByIsolationMVA3_newDMwLT.root')
process.hpsPFTauDiscriminationByVLooseIsolationMVA3newDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwLT.root')
process.hpsPFTauDiscriminationByLooseIsolationMVA3newDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwLT.root')
process.hpsPFTauDiscriminationByMediumIsolationMVA3newDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwLT.root')
process.hpsPFTauDiscriminationByTightIsolationMVA3newDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwLT.root')
process.hpsPFTauDiscriminationByVTightIsolationMVA3newDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwLT.root')
process.hpsPFTauDiscriminationByVVTightIsolationMVA3newDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwLT.root')
# if hasattr(process,'pfParticleSelectionSequence'):
# process.load("CommonTools.ParticleFlow.deltaBetaWeights_cff")
# process.pfParticleSelectionSequence += process.pfDeltaBetaWeightingSequence
# if hasattr(process,'elPFIsoDepositNeutral'):
# process.elPFIsoDepositNeutral=isoDepositReplace('pfElectronTranslator:pf','pfWeightedNeutralHadrons')
# if hasattr(process,'elPFIsoDepositGamma'):
# process.elPFIsoDepositGamma=isoDepositReplace('pfElectronTranslator:pf','pfWeightedPhotons')
# if hasattr(process,'gedElPFIsoDepositNeutral'):
# process.gedElPFIsoDepositNeutral=isoDepositReplace('gedGsfElectronsTmp','pfWeightedNeutralHadrons')
# if hasattr(process,'gedElPFIsoDepositGamma'):
# process.gedElPFIsoDepositGamma=isoDepositReplace('gedGsfElectronsTmp','pfWeightedPhotons')
# if hasattr(process,'muPFIsoDepositNeutral'):
# process.muPFIsoDepositNeutral=isoDepositReplace('muons1stStep','pfWeightedNeutralHadrons')
# if hasattr(process,'muPFIsoDepositGamma'):
# process.muPFIsoDepositGamma=isoDepositReplace('muons1stStep','pfWeightedPhotons')
# if hasattr(process,'phPFIsoDepositNeutral'):
# process.phPFIsoDepositNeutral=isoDepositReplace('pfSelectedPhotons','pfWeightedNeutralHadrons')
# if hasattr(process,'phPFIsoDepositGamma'):
# process.phPFIsoDepositGamma.ExtractorPSet.inputCandView = cms.InputTag("pfWeightedPhotons")
return process
def switchMVAtoDB(process):
'''Replace the MVA input by sqlite file for all MVA discriminators
usage: add following 2 lines to your config file in order to execute this function:
from RecoTauTag.Configuration.switchMVAtoDB_cfi import switchMVAtoDB
process = switchMVAtoDB(process)
The function takes no parameters. The sqlite input is defined in file
RecoTauTag/Configuration/python/loadRecoTauTagMVAsFromPrepDB_cfi.py
'''
process.load("RecoTauTag.Configuration.loadRecoTauTagMVAsFromPrepDB_cfi")
massSearchReplaceParam(getattr(process, "produceAndDiscriminateHPSPFTaus"),
"loadMVAfromDB", cms.bool(False), cms.bool(True))
#muon discriminators
process.hpsPFTauDiscriminationByMVArawMuonRejection.mvaName = cms.string(
"RecoTauTag_againstMuonMVAv1")
massSearchReplaceParam(
getattr(process, "produceAndDiscriminateHPSPFTaus"),
"mvaOutput_normalization", cms.string("mvaOutput_normalization_opt2"),
cms.string("RecoTauTag_againstMuonMVAv1_mvaOutput_normalization"))
process.hpsPFTauDiscriminationByMVALooseMuonRejection.mapping[
0].cut = cms.string("RecoTauTag_againstMuonMVAv1_WPeff99_5")
process.hpsPFTauDiscriminationByMVAMediumMuonRejection.mapping[
0].cut = cms.string("RecoTauTag_againstMuonMVAv1_WPeff99_0")
process.hpsPFTauDiscriminationByMVATightMuonRejection.mapping[
0].cut = cms.string("RecoTauTag_againstMuonMVAv1_WPeff98_0")
#electron discriminators
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwoGSF_EC = cms.string(
'RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwGSF_EC = cms.string(
'RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwoGSF_EC = cms.string(
'RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwGSF_EC = cms.string(
'RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwoGSF_BL = cms.string(
'RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwGSF_BL = cms.string(
'RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwoGSF_BL = cms.string(
'RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwGSF_BL = cms.string(
'RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwoGSF_EC = cms.string(
'RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwGSF_EC = cms.string(
'RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwoGSF_EC = cms.string(
'RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwGSF_EC = cms.string(
'RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwoGSF_BL = cms.string(
'RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwGSF_BL = cms.string(
'RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwoGSF_BL = cms.string(
'RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwGSF_BL = cms.string(
'RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_BL')
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[
0].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_BL_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[
1].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_BL_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[
2].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_BL_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[
3].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_BL_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[
4].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_BL_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[
5].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_BL_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[
6].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_BL_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[
7].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_BL_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[
8].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_EC_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[
9].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_EC_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[
10].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_EC_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[
11].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_EC_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[
12].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_EC_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[
13].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_EC_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[
14].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_EC_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[
15].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_EC_WPeff99")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[
0].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_BL_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[
1].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_BL_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[
2].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_BL_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[
3].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_BL_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[
4].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_BL_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[
5].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_BL_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[
6].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_BL_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[
7].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_BL_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[
8].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_EC_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[
9].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_EC_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[
10].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_EC_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[
11].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_EC_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[
12].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_EC_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[
13].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_EC_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[
14].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_EC_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[
15].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_EC_WPeff96")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[
0].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_BL_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[
1].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_BL_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[
2].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_BL_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[
3].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_BL_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[
4].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_BL_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[
5].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_BL_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[
6].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_BL_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[
7].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_BL_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[
8].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_EC_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[
9].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_EC_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[
10].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_EC_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[
11].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_EC_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[
12].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_EC_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[
13].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_EC_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[
14].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_EC_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[
15].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_EC_WPeff91")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[
0].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_BL_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[
1].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_BL_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[
2].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_BL_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[
3].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_BL_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[
4].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_BL_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[
5].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_BL_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[
6].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_BL_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[
7].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_BL_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[
8].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_EC_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[
9].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_EC_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[
10].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_EC_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[
11].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_EC_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[
12].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_EC_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[
13].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_EC_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[
14].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_EC_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[
15].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_EC_WPeff85")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[
0].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_BL_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[
1].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_BL_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[
2].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_BL_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[
3].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_BL_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[
4].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_BL_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[
5].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_BL_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[
6].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_BL_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[
7].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_BL_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[
8].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_EC_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[
9].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_EC_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[
10].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_EC_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[
11].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_EC_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[
12].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_EC_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[
13].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_EC_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[
14].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_EC_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[
15].cut = cms.string(
"RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_EC_WPeff79")
#isolation
process.hpsPFTauDiscriminationByIsolationMVA3oldDMwoLTraw.mvaName = cms.string(
"RecoTauTag_tauIdMVAoldDMwoLTv1")
massSearchReplaceParam(
getattr(process, "produceAndDiscriminateHPSPFTaus"),
"mvaOutput_normalization",
cms.string("mvaOutput_normalization_oldDMwoLT"),
cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_mvaOutput_normalization"))
process.hpsPFTauDiscriminationByVLooseIsolationMVA3oldDMwoLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_WPEff90")
process.hpsPFTauDiscriminationByLooseIsolationMVA3oldDMwoLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_WPEff80")
process.hpsPFTauDiscriminationByMediumIsolationMVA3oldDMwoLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_WPEff70")
process.hpsPFTauDiscriminationByTightIsolationMVA3oldDMwoLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_WPEff60")
process.hpsPFTauDiscriminationByVTightIsolationMVA3oldDMwoLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_WPEff50")
process.hpsPFTauDiscriminationByVVTightIsolationMVA3oldDMwoLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_WPEff40")
process.hpsPFTauDiscriminationByLooseIsolationMVA3oldDMwoLT.mvaOutput_normalization = cms.string(
"RecoTauTag_tauIdMVAoldDMwoLTv1_mvaOutput_normalization")
process.hpsPFTauDiscriminationByIsolationMVA3oldDMwLTraw.mvaName = cms.string(
"RecoTauTag_tauIdMVAoldDMwLTv1")
massSearchReplaceParam(
getattr(process, "produceAndDiscriminateHPSPFTaus"),
"mvaOutput_normalization",
cms.string("mvaOutput_normalization_oldDMwLT"),
cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_mvaOutput_normalization"))
process.hpsPFTauDiscriminationByVLooseIsolationMVA3oldDMwLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_WPEff90")
process.hpsPFTauDiscriminationByLooseIsolationMVA3oldDMwLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_WPEff80")
process.hpsPFTauDiscriminationByMediumIsolationMVA3oldDMwLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_WPEff70")
process.hpsPFTauDiscriminationByTightIsolationMVA3oldDMwLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_WPEff60")
process.hpsPFTauDiscriminationByVTightIsolationMVA3oldDMwLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_WPEff50")
process.hpsPFTauDiscriminationByVVTightIsolationMVA3oldDMwLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_WPEff40")
process.hpsPFTauDiscriminationByIsolationMVA3newDMwoLTraw.mvaName = cms.string(
"RecoTauTag_tauIdMVAnewDMwoLTv1")
massSearchReplaceParam(
getattr(process, "produceAndDiscriminateHPSPFTaus"),
"mvaOutput_normalization",
cms.string("mvaOutput_normalization_newDMwoLT"),
cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_mvaOutput_normalization"))
process.hpsPFTauDiscriminationByVLooseIsolationMVA3newDMwoLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_WPEff90")
process.hpsPFTauDiscriminationByLooseIsolationMVA3newDMwoLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_WPEff80")
process.hpsPFTauDiscriminationByMediumIsolationMVA3newDMwoLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_WPEff70")
process.hpsPFTauDiscriminationByTightIsolationMVA3newDMwoLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_WPEff60")
process.hpsPFTauDiscriminationByVTightIsolationMVA3newDMwoLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_WPEff50")
process.hpsPFTauDiscriminationByVVTightIsolationMVA3newDMwoLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_WPEff40")
process.hpsPFTauDiscriminationByIsolationMVA3newDMwLTraw.mvaName = cms.string(
"RecoTauTag_tauIdMVAnewDMwLTv1")
massSearchReplaceParam(
getattr(process, "produceAndDiscriminateHPSPFTaus"),
"mvaOutput_normalization",
cms.string("mvaOutput_normalization_newDMwLT"),
cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_mvaOutput_normalization"))
process.hpsPFTauDiscriminationByVLooseIsolationMVA3newDMwLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_WPEff90")
process.hpsPFTauDiscriminationByLooseIsolationMVA3newDMwLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_WPEff80")
process.hpsPFTauDiscriminationByMediumIsolationMVA3newDMwLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_WPEff70")
process.hpsPFTauDiscriminationByTightIsolationMVA3newDMwLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_WPEff60")
process.hpsPFTauDiscriminationByVTightIsolationMVA3newDMwLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_WPEff50")
process.hpsPFTauDiscriminationByVVTightIsolationMVA3newDMwLT.mapping[
0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_WPEff40")
# if hasattr(process,'pfParticleSelectionSequence'):
# process.load("CommonTools.ParticleFlow.deltaBetaWeights_cff")
# process.pfParticleSelectionSequence += process.pfDeltaBetaWeightingSequence
# if hasattr(process,'elPFIsoDepositNeutral'):
# process.elPFIsoDepositNeutral=isoDepositReplace('pfElectronTranslator:pf','pfWeightedNeutralHadrons')
# if hasattr(process,'elPFIsoDepositGamma'):
# process.elPFIsoDepositGamma=isoDepositReplace('pfElectronTranslator:pf','pfWeightedPhotons')
# if hasattr(process,'gedElPFIsoDepositNeutral'):
# process.gedElPFIsoDepositNeutral=isoDepositReplace('gedGsfElectronsTmp','pfWeightedNeutralHadrons')
# if hasattr(process,'gedElPFIsoDepositGamma'):
# process.gedElPFIsoDepositGamma=isoDepositReplace('gedGsfElectronsTmp','pfWeightedPhotons')
# if hasattr(process,'muPFIsoDepositNeutral'):
# process.muPFIsoDepositNeutral=isoDepositReplace('muons1stStep','pfWeightedNeutralHadrons')
# if hasattr(process,'muPFIsoDepositGamma'):
# process.muPFIsoDepositGamma=isoDepositReplace('muons1stStep','pfWeightedPhotons')
# if hasattr(process,'phPFIsoDepositNeutral'):
# process.phPFIsoDepositNeutral=isoDepositReplace('pfSelectedPhotons','pfWeightedNeutralHadrons')
# if hasattr(process,'phPFIsoDepositGamma'):
# process.phPFIsoDepositGamma.ExtractorPSet.inputCandView = cms.InputTag("pfWeightedPhotons")
return process
def switchMVAtoDB(process):
'''Contrary to its name, replace the MVA input by local root files for all MVA discriminators
usage: add following 2 lines to your config file in order to execute this function:
from RecoTauTag.Configuration.switchMVAtoDB_cfi import switchMVAtoDB
process = switchMVAtoDB(process)
The function takes no parameters. The names of the input root files are defined in
RecoTauTag/Configuration/python/switchMVAtoDB_cff.py (parameter inputFileName).
'''
# process.load("RecoTauTag.Configuration.loadRecoTauTagMVAsFromPrepDB_cfi")
massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"loadMVAfromDB", cms.bool(True), cms.bool(False))
#muon discriminators
process.hpsPFTauDiscriminationByMVArawMuonRejection.mvaName = cms.string("againstMuonMVA")
process.hpsPFTauDiscriminationByMVArawMuonRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/gbrDiscriminationAgainstMuonMVA.root')
massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"), "mvaOutput_normalization", cms.string("RecoTauTag_againstMuonMVAv1_mvaOutput_normalization"), cms.string("mvaOutput_normalization_opt2"))
process.hpsPFTauDiscriminationByMVALooseMuonRejection.mapping[0].cut = cms.string("opt2eff99_5")
process.hpsPFTauDiscriminationByMVAMediumMuonRejection.mapping[0].cut = cms.string("opt2eff99_0")
process.hpsPFTauDiscriminationByMVATightMuonRejection.mapping[0].cut = cms.string("opt2eff98_0")
process.hpsPFTauDiscriminationByMVALooseMuonRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByMVAMuonRejection.root')
process.hpsPFTauDiscriminationByMVAMediumMuonRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByMVAMuonRejection.root')
process.hpsPFTauDiscriminationByMVATightMuonRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByMVAMuonRejection.root')
#electron discriminators (MVA5)
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwoGSF_EC = cms.string('gbr_woGwoGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwGSF_EC = cms.string('gbr_woGwGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwoGSF_EC = cms.string('gbr_wGwoGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwGSF_EC = cms.string('gbr_wGwGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwoGSF_BL = cms.string('gbr_woGwoGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwGSF_BL = cms.string('gbr_woGwGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwoGSF_BL = cms.string('gbr_wGwoGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwGSF_BL = cms.string('gbr_wGwGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwoGSF_EC = cms.string('gbr_NoEleMatch_woGwoGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwGSF_EC = cms.string('gbr_NoEleMatch_woGwGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwoGSF_EC = cms.string('gbr_NoEleMatch_wGwoGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwGSF_EC = cms.string('gbr_NoEleMatch_wGwGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwoGSF_BL = cms.string('gbr_NoEleMatch_woGwoGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwGSF_BL = cms.string('gbr_NoEleMatch_woGwGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwoGSF_BL = cms.string('gbr_NoEleMatch_wGwoGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwGSF_BL = cms.string('gbr_NoEleMatch_wGwGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/gbrDiscriminationAgainstElectronMVA5.root')
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[0].cut = cms.string("eff99cat0")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[1].cut = cms.string("eff99cat1")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[2].cut = cms.string("eff99cat2")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[3].cut = cms.string("eff99cat3")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[4].cut = cms.string("eff99cat4")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[5].cut = cms.string("eff99cat5")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[6].cut = cms.string("eff99cat6")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[7].cut = cms.string("eff99cat7")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[8].cut = cms.string("eff99cat8")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[9].cut = cms.string("eff99cat9")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[10].cut = cms.string("eff99cat10")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[11].cut = cms.string("eff99cat11")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[12].cut = cms.string("eff99cat12")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[13].cut = cms.string("eff99cat13")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[14].cut = cms.string("eff99cat14")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[15].cut = cms.string("eff99cat15")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationAgainstElectronMVA5.root')
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[0].cut = cms.string("eff96cat0")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[1].cut = cms.string("eff96cat1")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[2].cut = cms.string("eff96cat2")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[3].cut = cms.string("eff96cat3")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[4].cut = cms.string("eff96cat4")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[5].cut = cms.string("eff96cat5")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[6].cut = cms.string("eff96cat6")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[7].cut = cms.string("eff96cat7")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[8].cut = cms.string("eff96cat8")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[9].cut = cms.string("eff96cat9")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[10].cut = cms.string("eff96cat10")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[11].cut = cms.string("eff96cat11")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[12].cut = cms.string("eff96cat12")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[13].cut = cms.string("eff96cat13")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[14].cut = cms.string("eff96cat14")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[15].cut = cms.string("eff96cat15")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationAgainstElectronMVA5.root')
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[0].cut = cms.string("eff91cat0")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[1].cut = cms.string("eff91cat1")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[2].cut = cms.string("eff91cat2")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[3].cut = cms.string("eff91cat3")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[4].cut = cms.string("eff91cat4")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[5].cut = cms.string("eff91cat5")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[6].cut = cms.string("eff91cat6")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[7].cut = cms.string("eff91cat7")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[8].cut = cms.string("eff91cat8")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[9].cut = cms.string("eff91cat9")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[10].cut = cms.string("eff91cat10")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[11].cut = cms.string("eff91cat11")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[12].cut = cms.string("eff91cat12")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[13].cut = cms.string("eff91cat13")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[14].cut = cms.string("eff91cat14")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[15].cut = cms.string("eff91cat15")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationAgainstElectronMVA5.root')
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[0].cut = cms.string("eff85cat0")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[1].cut = cms.string("eff85cat1")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[2].cut = cms.string("eff85cat2")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[3].cut = cms.string("eff85cat3")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[4].cut = cms.string("eff85cat4")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[5].cut = cms.string("eff85cat5")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[6].cut = cms.string("eff85cat6")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[7].cut = cms.string("eff85cat7")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[8].cut = cms.string("eff85cat8")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[9].cut = cms.string("eff85cat9")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[10].cut = cms.string("eff85cat10")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[11].cut = cms.string("eff85cat11")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[12].cut = cms.string("eff85cat12")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[13].cut = cms.string("eff85cat13")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[14].cut = cms.string("eff85cat14")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[15].cut = cms.string("eff85cat15")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationAgainstElectronMVA5.root')
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[0].cut = cms.string("eff79cat0")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[1].cut = cms.string("eff79cat1")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[2].cut = cms.string("eff79cat2")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[3].cut = cms.string("eff79cat3")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[4].cut = cms.string("eff79cat4")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[5].cut = cms.string("eff79cat5")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[6].cut = cms.string("eff79cat6")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[7].cut = cms.string("eff79cat7")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[8].cut = cms.string("eff79cat8")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[9].cut = cms.string("eff79cat9")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[10].cut = cms.string("eff79cat10")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[11].cut = cms.string("eff79cat11")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[12].cut = cms.string("eff79cat12")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[13].cut = cms.string("eff79cat13")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[14].cut = cms.string("eff79cat14")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[15].cut = cms.string("eff79cat15")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationAgainstElectronMVA5.root')
#electron discriminators (MVA6)
process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_woGwGSF_EC = cms.string('gbr_woGwGSF_EC')
process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_wGwGSF_EC = cms.string('gbr_wGwGSF_EC')
process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_woGwGSF_BL = cms.string('gbr_woGwGSF_BL')
process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_wGwGSF_BL = cms.string('gbr_wGwGSF_BL')
process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_NoEleMatch_woGwoGSF_EC = cms.string('gbr_NoEleMatch_woGwoGSF_EC')
process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_NoEleMatch_wGwoGSF_EC = cms.string('gbr_NoEleMatch_wGwoGSF_EC')
process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_NoEleMatch_woGwoGSF_BL = cms.string('gbr_NoEleMatch_woGwoGSF_BL')
process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_NoEleMatch_wGwoGSF_BL = cms.string('gbr_NoEleMatch_wGwoGSF_BL')
process.hpsPFTauDiscriminationByMVA6rawElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/gbrDiscriminationAgainstElectronMVA6.root')
process.hpsPFTauDiscriminationByMVA6VLooseElectronRejection.mapping[0].cut = cms.string("eff99cat0")
process.hpsPFTauDiscriminationByMVA6VLooseElectronRejection.mapping[1].cut = cms.string("eff99cat2")
process.hpsPFTauDiscriminationByMVA6VLooseElectronRejection.mapping[2].cut = cms.string("eff99cat5")
process.hpsPFTauDiscriminationByMVA6VLooseElectronRejection.mapping[3].cut = cms.string("eff99cat7")
process.hpsPFTauDiscriminationByMVA6VLooseElectronRejection.mapping[4].cut = cms.string("eff99cat8")
process.hpsPFTauDiscriminationByMVA6VLooseElectronRejection.mapping[5].cut = cms.string("eff99cat10")
process.hpsPFTauDiscriminationByMVA6VLooseElectronRejection.mapping[6].cut = cms.string("eff99cat13")
process.hpsPFTauDiscriminationByMVA6VLooseElectronRejection.mapping[7].cut = cms.string("eff99cat15")
process.hpsPFTauDiscriminationByMVA6VLooseElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationAgainstElectronMVA6.root')
process.hpsPFTauDiscriminationByMVA6LooseElectronRejection.mapping[0].cut = cms.string("eff96cat0")
process.hpsPFTauDiscriminationByMVA6LooseElectronRejection.mapping[1].cut = cms.string("eff96cat2")
process.hpsPFTauDiscriminationByMVA6LooseElectronRejection.mapping[2].cut = cms.string("eff96cat5")
process.hpsPFTauDiscriminationByMVA6LooseElectronRejection.mapping[3].cut = cms.string("eff96cat7")
process.hpsPFTauDiscriminationByMVA6LooseElectronRejection.mapping[4].cut = cms.string("eff96cat8")
process.hpsPFTauDiscriminationByMVA6LooseElectronRejection.mapping[5].cut = cms.string("eff96cat10")
process.hpsPFTauDiscriminationByMVA6LooseElectronRejection.mapping[6].cut = cms.string("eff96cat13")
process.hpsPFTauDiscriminationByMVA6LooseElectronRejection.mapping[7].cut = cms.string("eff96cat15")
process.hpsPFTauDiscriminationByMVA6LooseElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationAgainstElectronMVA6.root')
process.hpsPFTauDiscriminationByMVA6MediumElectronRejection.mapping[0].cut = cms.string("eff91cat0")
process.hpsPFTauDiscriminationByMVA6MediumElectronRejection.mapping[1].cut = cms.string("eff91cat2")
process.hpsPFTauDiscriminationByMVA6MediumElectronRejection.mapping[2].cut = cms.string("eff91cat5")
process.hpsPFTauDiscriminationByMVA6MediumElectronRejection.mapping[3].cut = cms.string("eff91cat7")
process.hpsPFTauDiscriminationByMVA6MediumElectronRejection.mapping[4].cut = cms.string("eff91cat8")
process.hpsPFTauDiscriminationByMVA6MediumElectronRejection.mapping[5].cut = cms.string("eff91cat10")
process.hpsPFTauDiscriminationByMVA6MediumElectronRejection.mapping[6].cut = cms.string("eff91cat13")
process.hpsPFTauDiscriminationByMVA6MediumElectronRejection.mapping[7].cut = cms.string("eff91cat15")
process.hpsPFTauDiscriminationByMVA6MediumElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationAgainstElectronMVA6.root')
process.hpsPFTauDiscriminationByMVA6TightElectronRejection.mapping[0].cut = cms.string("eff85cat0")
process.hpsPFTauDiscriminationByMVA6TightElectronRejection.mapping[1].cut = cms.string("eff85cat2")
process.hpsPFTauDiscriminationByMVA6TightElectronRejection.mapping[2].cut = cms.string("eff85cat5")
process.hpsPFTauDiscriminationByMVA6TightElectronRejection.mapping[3].cut = cms.string("eff85cat7")
process.hpsPFTauDiscriminationByMVA6TightElectronRejection.mapping[4].cut = cms.string("eff85cat8")
process.hpsPFTauDiscriminationByMVA6TightElectronRejection.mapping[5].cut = cms.string("eff85cat10")
process.hpsPFTauDiscriminationByMVA6TightElectronRejection.mapping[6].cut = cms.string("eff85cat13")
process.hpsPFTauDiscriminationByMVA6TightElectronRejection.mapping[7].cut = cms.string("eff85cat15")
process.hpsPFTauDiscriminationByMVA6TightElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationAgainstElectronMVA6.root')
process.hpsPFTauDiscriminationByMVA6VTightElectronRejection.mapping[0].cut = cms.string("eff79cat0")
process.hpsPFTauDiscriminationByMVA6VTightElectronRejection.mapping[1].cut = cms.string("eff79cat2")
process.hpsPFTauDiscriminationByMVA6VTightElectronRejection.mapping[2].cut = cms.string("eff79cat5")
process.hpsPFTauDiscriminationByMVA6VTightElectronRejection.mapping[3].cut = cms.string("eff79cat7")
process.hpsPFTauDiscriminationByMVA6VTightElectronRejection.mapping[4].cut = cms.string("eff79cat8")
process.hpsPFTauDiscriminationByMVA6VTightElectronRejection.mapping[5].cut = cms.string("eff79cat10")
process.hpsPFTauDiscriminationByMVA6VTightElectronRejection.mapping[6].cut = cms.string("eff79cat13")
process.hpsPFTauDiscriminationByMVA6VTightElectronRejection.mapping[7].cut = cms.string("eff79cat15")
process.hpsPFTauDiscriminationByMVA6VTightElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationAgainstElectronMVA6.root')
#isolation
process.hpsPFTauDiscriminationByIsolationMVA3oldDMwoLTraw.mvaName = cms.string("tauIdMVAoldDMwoLT")
massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"mvaOutput_normalization", cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_mvaOutput_normalization"), cms.string("mvaOutput_normalization_oldDMwoLT"))
process.hpsPFTauDiscriminationByVLooseIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("oldDMwoLTEff90")
process.hpsPFTauDiscriminationByLooseIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("oldDMwoLTEff80")
process.hpsPFTauDiscriminationByMediumIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("oldDMwoLTEff70")
process.hpsPFTauDiscriminationByTightIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("oldDMwoLTEff60")
process.hpsPFTauDiscriminationByVTightIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("oldDMwoLTEff50")
process.hpsPFTauDiscriminationByVVTightIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("oldDMwoLTEff40")
process.hpsPFTauDiscriminationByIsolationMVA3oldDMwoLTraw.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/gbrDiscriminationByIsolationMVA3_oldDMwoLT.root')
process.hpsPFTauDiscriminationByVLooseIsolationMVA3oldDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwoLT.root')
process.hpsPFTauDiscriminationByLooseIsolationMVA3oldDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwoLT.root')
process.hpsPFTauDiscriminationByMediumIsolationMVA3oldDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwoLT.root')
process.hpsPFTauDiscriminationByTightIsolationMVA3oldDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwoLT.root')
process.hpsPFTauDiscriminationByVTightIsolationMVA3oldDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwoLT.root')
process.hpsPFTauDiscriminationByVVTightIsolationMVA3oldDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwoLT.root')
process.hpsPFTauDiscriminationByIsolationMVA3oldDMwLTraw.mvaName = cms.string("tauIdMVAoldDMwLT")
massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"mvaOutput_normalization", cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_mvaOutput_normalization"), cms.string("mvaOutput_normalization_oldDMwLT"))
process.hpsPFTauDiscriminationByVLooseIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("oldDMwLTEff90")
process.hpsPFTauDiscriminationByLooseIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("oldDMwLTEff80")
process.hpsPFTauDiscriminationByMediumIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("oldDMwLTEff70")
process.hpsPFTauDiscriminationByTightIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("oldDMwLTEff60")
process.hpsPFTauDiscriminationByVTightIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("oldDMwLTEff50")
process.hpsPFTauDiscriminationByVVTightIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("oldDMwLTEff40")
process.hpsPFTauDiscriminationByIsolationMVA3oldDMwLTraw.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/gbrDiscriminationByIsolationMVA3_oldDMwLT.root')
process.hpsPFTauDiscriminationByVLooseIsolationMVA3oldDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwLT.root')
process.hpsPFTauDiscriminationByLooseIsolationMVA3oldDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwLT.root')
process.hpsPFTauDiscriminationByMediumIsolationMVA3oldDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwLT.root')
process.hpsPFTauDiscriminationByTightIsolationMVA3oldDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwLT.root')
process.hpsPFTauDiscriminationByVTightIsolationMVA3oldDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwLT.root')
process.hpsPFTauDiscriminationByVVTightIsolationMVA3oldDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwLT.root')
process.hpsPFTauDiscriminationByIsolationMVA3newDMwoLTraw.mvaName = cms.string("tauIdMVAnewDMwoLT")
massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"mvaOutput_normalization", cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_mvaOutput_normalization"), cms.string("mvaOutput_normalization_newDMwoLT"))
process.hpsPFTauDiscriminationByVLooseIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("newDMwoLTEff90")
process.hpsPFTauDiscriminationByLooseIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("newDMwoLTEff80")
process.hpsPFTauDiscriminationByMediumIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("newDMwoLTEff70")
process.hpsPFTauDiscriminationByTightIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("newDMwoLTEff60")
process.hpsPFTauDiscriminationByVTightIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("newDMwoLTEff50")
process.hpsPFTauDiscriminationByVVTightIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("newDMwoLTEff40")
process.hpsPFTauDiscriminationByIsolationMVA3newDMwoLTraw.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/gbrDiscriminationByIsolationMVA3_newDMwoLT.root')
process.hpsPFTauDiscriminationByVLooseIsolationMVA3newDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwoLT.root')
process.hpsPFTauDiscriminationByLooseIsolationMVA3newDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwoLT.root')
process.hpsPFTauDiscriminationByMediumIsolationMVA3newDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwoLT.root')
process.hpsPFTauDiscriminationByTightIsolationMVA3newDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwoLT.root')
process.hpsPFTauDiscriminationByVTightIsolationMVA3newDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwoLT.root')
process.hpsPFTauDiscriminationByVVTightIsolationMVA3newDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwoLT.root')
process.hpsPFTauDiscriminationByIsolationMVA3newDMwLTraw.mvaName = cms.string("tauIdMVAnewDMwLT")
massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"mvaOutput_normalization", cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_mvaOutput_normalization"), cms.string("mvaOutput_normalization_newDMwLT"))
process.hpsPFTauDiscriminationByVLooseIsolationMVA3newDMwLT.mapping[0].cut = cms.string("newDMwLTEff90")
process.hpsPFTauDiscriminationByLooseIsolationMVA3newDMwLT.mapping[0].cut = cms.string("newDMwLTEff80")
process.hpsPFTauDiscriminationByMediumIsolationMVA3newDMwLT.mapping[0].cut = cms.string("newDMwLTEff70")
process.hpsPFTauDiscriminationByTightIsolationMVA3newDMwLT.mapping[0].cut = cms.string("newDMwLTEff60")
process.hpsPFTauDiscriminationByVTightIsolationMVA3newDMwLT.mapping[0].cut = cms.string("newDMwLTEff50")
process.hpsPFTauDiscriminationByVVTightIsolationMVA3newDMwLT.mapping[0].cut = cms.string("newDMwLTEff40")
process.hpsPFTauDiscriminationByIsolationMVA3newDMwLTraw.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/gbrDiscriminationByIsolationMVA3_newDMwLT.root')
process.hpsPFTauDiscriminationByVLooseIsolationMVA3newDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwLT.root')
process.hpsPFTauDiscriminationByLooseIsolationMVA3newDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwLT.root')
process.hpsPFTauDiscriminationByMediumIsolationMVA3newDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwLT.root')
process.hpsPFTauDiscriminationByTightIsolationMVA3newDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwLT.root')
process.hpsPFTauDiscriminationByVTightIsolationMVA3newDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwLT.root')
process.hpsPFTauDiscriminationByVVTightIsolationMVA3newDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwLT.root')
# if hasattr(process,'pfParticleSelectionSequence'):
# process.load("CommonTools.ParticleFlow.deltaBetaWeights_cff")
# process.pfParticleSelectionSequence += process.pfDeltaBetaWeightingSequence
# if hasattr(process,'elPFIsoDepositNeutral'):
# process.elPFIsoDepositNeutral=isoDepositReplace('pfElectronTranslator:pf','pfWeightedNeutralHadrons')
# if hasattr(process,'elPFIsoDepositGamma'):
# process.elPFIsoDepositGamma=isoDepositReplace('pfElectronTranslator:pf','pfWeightedPhotons')
# if hasattr(process,'gedElPFIsoDepositNeutral'):
# process.gedElPFIsoDepositNeutral=isoDepositReplace('gedGsfElectronsTmp','pfWeightedNeutralHadrons')
# if hasattr(process,'gedElPFIsoDepositGamma'):
# process.gedElPFIsoDepositGamma=isoDepositReplace('gedGsfElectronsTmp','pfWeightedPhotons')
# if hasattr(process,'muPFIsoDepositNeutral'):
# process.muPFIsoDepositNeutral=isoDepositReplace('muons1stStep','pfWeightedNeutralHadrons')
# if hasattr(process,'muPFIsoDepositGamma'):
# process.muPFIsoDepositGamma=isoDepositReplace('muons1stStep','pfWeightedPhotons')
# if hasattr(process,'phPFIsoDepositNeutral'):
# process.phPFIsoDepositNeutral=isoDepositReplace('pfSelectedPhotons','pfWeightedNeutralHadrons')
# if hasattr(process,'phPFIsoDepositGamma'):
# process.phPFIsoDepositGamma.ExtractorPSet.inputCandView = cms.InputTag("pfWeightedPhotons")
return process
def miniAOD_ForHiEWQ_customizeCommon(process, isData):
# Add JEC for pPb 8 TeV
overrideJEC_pPb8TeV(process)
# Add MET Filters
includeMETFilters(process)
# Apply trigger matching
applyTriggerMatching(process)
process.patMuons.isoDeposits = cms.PSet()
process.patElectrons.isoDeposits = cms.PSet()
process.patTaus.isoDeposits = cms.PSet()
process.patPhotons.isoDeposits = cms.PSet()
#
process.patMETs.srcJetResPhi = cms.string('AK4PF_phi')
process.patMETs.srcJetResPt = cms.string('AK4PF_pt')
process.patMETs.srcJetSF = cms.string('AK4PF')
#
process.patMuons.embedTrack = True # used for IDs
process.patMuons.embedCombinedMuon = True # used for IDs
process.patMuons.embedMuonBestTrack = True # used for IDs
process.patMuons.embedStandAloneMuon = True # maybe?
process.patMuons.embedPickyMuon = False # no, use best track
process.patMuons.embedTpfmsMuon = False # no, use best track
process.patMuons.embedDytMuon = False # no, use best track
#
# disable embedding of electron and photon associated objects already stored by the ReducedEGProducer
process.patElectrons.embedGsfElectronCore = False ## process.patElectrons.embed in AOD externally stored gsf electron core
process.patElectrons.embedSuperCluster = False ## process.patElectrons.embed in AOD externally stored supercluster
process.patElectrons.embedPflowSuperCluster = False ## process.patElectrons.embed in AOD externally stored supercluster
process.patElectrons.embedSeedCluster = False ## process.patElectrons.embed in AOD externally stored the electron's seedcluster
process.patElectrons.embedBasicClusters = False ## process.patElectrons.embed in AOD externally stored the electron's basic clusters
process.patElectrons.embedPreshowerClusters = False ## process.patElectrons.embed in AOD externally stored the electron's preshower clusters
process.patElectrons.embedPflowBasicClusters = False ## process.patElectrons.embed in AOD externally stored the electron's pflow basic clusters
process.patElectrons.embedPflowPreshowerClusters = False ## process.patElectrons.embed in AOD externally stored the electron's pflow preshower clusters
process.patElectrons.embedRecHits = False ## process.patElectrons.embed in AOD externally stored the RecHits - can be called from the PATElectronProducer
process.patElectrons.electronSource = cms.InputTag(
"reducedEgamma", "reducedGedGsfElectrons")
process.patElectrons.electronIDSources = cms.PSet(
# configure many IDs as InputTag <someName> = <someTag> you
# can comment out those you don't want to save some disk space
eidRobustLoose=cms.InputTag("reducedEgamma", "eidRobustLoose"),
eidRobustTight=cms.InputTag("reducedEgamma", "eidRobustTight"),
eidLoose=cms.InputTag("reducedEgamma", "eidLoose"),
eidTight=cms.InputTag("reducedEgamma", "eidTight"),
eidRobustHighEnergy=cms.InputTag("reducedEgamma",
"eidRobustHighEnergy"),
)
process.patElectrons.addPFClusterIso = cms.bool(True)
process.patElectrons.ecalPFClusterIsoMap = cms.InputTag(
"reducedEgamma", "eleEcalPFClusIso")
process.patElectrons.hcalPFClusterIsoMap = cms.InputTag(
"reducedEgamma", "eleHcalPFClusIso")
process.elPFIsoDepositChargedPAT.src = cms.InputTag(
"reducedEgamma", "reducedGedGsfElectrons")
process.elPFIsoDepositChargedAllPAT.src = cms.InputTag(
"reducedEgamma", "reducedGedGsfElectrons")
process.elPFIsoDepositNeutralPAT.src = cms.InputTag(
"reducedEgamma", "reducedGedGsfElectrons")
process.elPFIsoDepositGammaPAT.src = cms.InputTag(
"reducedEgamma", "reducedGedGsfElectrons")
process.elPFIsoDepositPUPAT.src = cms.InputTag("reducedEgamma",
"reducedGedGsfElectrons")
#
process.patPhotons.embedSuperCluster = False ## whether to process.patPhotons.embed in AOD externally stored supercluster
process.patPhotons.embedSeedCluster = False ## process.patPhotons.embed in AOD externally stored the photon's seedcluster
process.patPhotons.embedBasicClusters = False ## process.patPhotons.embed in AOD externally stored the photon's basic clusters
process.patPhotons.embedPreshowerClusters = False ## process.patPhotons.embed in AOD externally stored the photon's preshower clusters
process.patPhotons.embedRecHits = False ## process.patPhotons.embed in AOD externally stored the RecHits - can be called from the PATPhotonProducer
process.patPhotons.addPFClusterIso = cms.bool(True)
process.patPhotons.ecalPFClusterIsoMap = cms.InputTag(
"reducedEgamma", "phoEcalPFClusIso")
process.patPhotons.hcalPFClusterIsoMap = cms.InputTag(
"reducedEgamma", "phoHcalPFClusIso")
process.patPhotons.photonSource = cms.InputTag("reducedEgamma",
"reducedGedPhotons")
process.patPhotons.electronSource = cms.InputTag("reducedEgamma",
"reducedGedGsfElectrons")
process.patPhotons.photonIDSources = cms.PSet(
PhotonCutBasedIDLoose=cms.InputTag('reducedEgamma',
'PhotonCutBasedIDLoose'),
PhotonCutBasedIDTight=cms.InputTag('reducedEgamma',
'PhotonCutBasedIDTight'))
process.phPFIsoDepositChargedPAT.src = cms.InputTag(
"reducedEgamma", "reducedGedPhotons")
process.phPFIsoDepositChargedAllPAT.src = cms.InputTag(
"reducedEgamma", "reducedGedPhotons")
process.phPFIsoDepositNeutralPAT.src = cms.InputTag(
"reducedEgamma", "reducedGedPhotons")
process.phPFIsoDepositGammaPAT.src = cms.InputTag("reducedEgamma",
"reducedGedPhotons")
process.phPFIsoDepositPUPAT.src = cms.InputTag("reducedEgamma",
"reducedGedPhotons")
#
if isData:
process.load("HeavyIonsAnalysis.JetAnalysis.FullJetSequence_DataPPb")
else:
process.load("HeavyIonsAnalysis.JetAnalysis.FullJetSequence_JECPPb")
# make ak4PF jets the baseline jets
process.patJets = process.ak4PFpatJetsWithBtagging.clone()
#
process.selectedPatJets.cut = cms.string("pt > 10")
process.selectedPatMuons.cut = cms.string(
"pt > 5 || isPFMuon || (pt > 3 && (isGlobalMuon || isStandAloneMuon || numberOfMatches > 0 || muonID('RPCMuLoose')))"
)
process.selectedPatElectrons.cut = cms.string("")
process.selectedPatTaus.cut = cms.string(
"pt > 18. && tauID('decayModeFindingNewDMs')> 0.5")
process.selectedPatPhotons.cut = cms.string("")
#
# apply type I + other PFMEt corrections to pat::MET object
# and estimate systematic uncertainties on MET
# pfMET from ak4PF jets
from PhysicsTools.PatUtils.tools.runMETCorrectionsAndUncertainties import runMetCorAndUncForMiniAODProduction
runMetCorAndUncForMiniAODProduction(
process,
metType="PF",
jetCollUnskimmed="ak4PFpatJetsWithBtagging",
jetFlavor="AK4PF_offline",
postfix="")
#caloMET computation
from PhysicsTools.PatAlgos.tools.metTools import addMETCollection
addMETCollection(process, labelName="patCaloMet", metSource="caloMetM")
#noHF pfMET =========
process.noHFCands = cms.EDFilter(
"GenericPFCandidateSelector",
src=cms.InputTag("particleFlow"),
cut=cms.string("abs(pdgId)!=1 && abs(pdgId)!=2 && abs(eta)<3.0"))
runMetCorAndUncForMiniAODProduction(
process,
pfCandColl=cms.InputTag("noHFCands"),
recoMetFromPFCs=True, #needed for HF removal
jetCollUnskimmed="ak4PFpatJetsWithBtagging",
jetFlavor="AK4PF_offline",
jetSelection="pt>15 && abs(eta)<3.",
postfix="NoHF")
process.corrPfMetType1NoHF.src = cms.InputTag("ak4PFJets")
process.load('PhysicsTools.PatAlgos.slimming.slimmedMETs_cfi')
process.slimmedMETsNoHF = process.slimmedMETs.clone()
process.slimmedMETsNoHF.src = cms.InputTag("patMETsNoHF")
process.slimmedMETsNoHF.rawVariation = cms.InputTag("patPFMetNoHF")
process.slimmedMETsNoHF.t1Uncertainties = cms.InputTag("patPFMetT1%sNoHF")
process.slimmedMETsNoHF.t01Variation = cms.InputTag("patPFMetT0pcT1NoHF")
process.slimmedMETsNoHF.t1SmearedVarsAndUncs = cms.InputTag(
"patPFMetT1Smear%sNoHF")
process.slimmedMETsNoHF.tXYUncForRaw = cms.InputTag("patPFMetTxyNoHF")
process.slimmedMETsNoHF.tXYUncForT1 = cms.InputTag("patPFMetT1TxyNoHF")
process.slimmedMETsNoHF.tXYUncForT01 = cms.InputTag(
"patPFMetT0pcT1TxyNoHF")
process.slimmedMETsNoHF.tXYUncForT1Smear = cms.InputTag(
"patPFMetT1SmearTxyNoHF")
process.slimmedMETsNoHF.tXYUncForT01Smear = cms.InputTag(
"patPFMetT0pcT1SmearTxyNoHF")
del process.slimmedMETsNoHF.caloMET
# ================== NoHF pfMET
#keep this after all addJetCollections otherwise it will attempt computing them also for stuf with no taginfos
#Some useful BTAG vars
if not hasattr(process, 'pfImpactParameterTagInfos'):
process.load('RecoBTag.ImpactParameter.pfImpactParameterTagInfos_cfi')
if not hasattr(process, 'pfSecondaryVertexTagInfos'):
process.load('RecoBTag.SecondaryVertex.pfSecondaryVertexTagInfos_cfi')
process.patJets.userData.userFunctions = cms.vstring(
'?(tagInfoCandSecondaryVertex("pfSecondaryVertex").nVertices()>0)?(tagInfoCandSecondaryVertex("pfSecondaryVertex").secondaryVertex(0).p4.M):(0)',
'?(tagInfoCandSecondaryVertex("pfSecondaryVertex").nVertices()>0)?(tagInfoCandSecondaryVertex("pfSecondaryVertex").secondaryVertex(0).numberOfSourceCandidatePtrs):(0)',
'?(tagInfoCandSecondaryVertex("pfSecondaryVertex").nVertices()>0)?(tagInfoCandSecondaryVertex("pfSecondaryVertex").flightDistance(0).value):(0)',
'?(tagInfoCandSecondaryVertex("pfSecondaryVertex").nVertices()>0)?(tagInfoCandSecondaryVertex("pfSecondaryVertex").flightDistance(0).significance):(0)',
'?(tagInfoCandSecondaryVertex("pfSecondaryVertex").nVertices()>0)?(tagInfoCandSecondaryVertex("pfSecondaryVertex").secondaryVertex(0).p4.x):(0)',
'?(tagInfoCandSecondaryVertex("pfSecondaryVertex").nVertices()>0)?(tagInfoCandSecondaryVertex("pfSecondaryVertex").secondaryVertex(0).p4.y):(0)',
'?(tagInfoCandSecondaryVertex("pfSecondaryVertex").nVertices()>0)?(tagInfoCandSecondaryVertex("pfSecondaryVertex").secondaryVertex(0).p4.z):(0)',
'?(tagInfoCandSecondaryVertex("pfSecondaryVertex").nVertices()>0)?(tagInfoCandSecondaryVertex("pfSecondaryVertex").secondaryVertex(0).vertex.x):(0)',
'?(tagInfoCandSecondaryVertex("pfSecondaryVertex").nVertices()>0)?(tagInfoCandSecondaryVertex("pfSecondaryVertex").secondaryVertex(0).vertex.y):(0)',
'?(tagInfoCandSecondaryVertex("pfSecondaryVertex").nVertices()>0)?(tagInfoCandSecondaryVertex("pfSecondaryVertex").secondaryVertex(0).vertex.z):(0)',
)
process.patJets.userData.userFunctionLabels = cms.vstring(
'vtxMass', 'vtxNtracks', 'vtx3DVal', 'vtx3DSig', 'vtxPx', 'vtxPy',
'vtxPz', 'vtxPosX', 'vtxPosY', 'vtxPosZ')
process.patJets.tagInfoSources = cms.VInputTag(
cms.InputTag("pfSecondaryVertexTagInfos"))
process.patJets.addTagInfos = cms.bool(True)
#EGM object modifications
from RecoEgamma.EgammaTools.egammaObjectModificationsInMiniAOD_cff import egamma_modifications
process.slimmedElectrons.modifierConfig.modifications = egamma_modifications
process.slimmedPhotons.modifierConfig.modifications = egamma_modifications
#VID Electron IDs
electron_ids = [
'RecoEgamma.ElectronIdentification.Identification.cutBasedElectronID_PHYS14_PU20bx25_V2_cff',
'RecoEgamma.ElectronIdentification.Identification.cutBasedElectronID_Spring15_25ns_V1_cff',
'RecoEgamma.ElectronIdentification.Identification.cutBasedElectronID_Spring15_50ns_V2_cff',
'RecoEgamma.ElectronIdentification.Identification.heepElectronID_HEEPV60_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Spring15_25ns_nonTrig_V1_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Spring15_25ns_Trig_V1_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Spring15_50ns_Trig_V1_cff'
]
switchOnVIDElectronIdProducer(process, DataFormat.MiniAOD)
process.egmGsfElectronIDs.physicsObjectSrc = \
cms.InputTag("reducedEgamma","reducedGedGsfElectrons")
process.electronMVAValueMapProducer.src = \
cms.InputTag('reducedEgamma','reducedGedGsfElectrons')
process.electronRegressionValueMapProducer.src = \
cms.InputTag('reducedEgamma','reducedGedGsfElectrons')
for idmod in electron_ids:
setupAllVIDIdsInModule(process, idmod, setupVIDElectronSelection, None,
False)
#VID Photon IDs
photon_ids = [
'RecoEgamma.PhotonIdentification.Identification.cutBasedPhotonID_Spring15_25ns_V1_cff',
'RecoEgamma.PhotonIdentification.Identification.cutBasedPhotonID_Spring15_50ns_V1_cff',
'RecoEgamma.PhotonIdentification.Identification.mvaPhotonID_Spring15_25ns_nonTrig_V2p1_cff',
'RecoEgamma.PhotonIdentification.Identification.mvaPhotonID_Spring15_50ns_nonTrig_V2p1_cff'
]
switchOnVIDPhotonIdProducer(process, DataFormat.MiniAOD)
process.egmPhotonIDs.physicsObjectSrc = \
cms.InputTag("reducedEgamma","reducedGedPhotons")
process.photonIDValueMapProducer.src = \
cms.InputTag("reducedEgamma","reducedGedPhotons")
process.photonRegressionValueMapProducer.src = \
cms.InputTag("reducedEgamma","reducedGedPhotons")
process.photonIDValueMapProducer.particleBasedIsolation = \
cms.InputTag("reducedEgamma","reducedPhotonPfCandMap")
process.photonMVAValueMapProducer.src = \
cms.InputTag('reducedEgamma','reducedGedPhotons')
for idmod in photon_ids:
setupAllVIDIdsInModule(process, idmod, setupVIDPhotonSelection, None,
False)
# REMOVE PUPPI FROM HELL !!!!!!!!!!!!
process.packedPFCandidates.PuppiSrc = ''
process.packedPFCandidates.PuppiNoLepSrc = ''
# REMOVE AK8 JETS !!!!!!!!!!!!
del process.slimmedJetsAK8
#---------------------------------------------------------------------------
#Ignore Boosted Subjets taus
#from RecoTauTag.Configuration.boostedHPSPFTaus_cfi import addBoostedTaus
#addBoostedTaus(process)
#---------------------------------------------------------------------------
#Ignore noHF pfMET =========
## Ignore Legacy tight b-tag track selection
from PhysicsTools.PatAlgos.tools.helpers import massSearchReplaceAnyInputTag, massSearchReplaceParam
listSeq = [
cms.Sequence(process.patCaloMet + process.ak4PFL1OffsetCorrector),
process.pfBTagging, process.patCandidates,
process.ak4PFL1FastL2L3ResidualCorrectorChain,
process.patMETCorrections, process.patMETCorrectionsNoHF,
process.fullPatMetSequence, process.fullPatMetSequenceNoHF
]
for seq in listSeq:
massSearchReplaceAnyInputTag(seq,
cms.InputTag("ak4PFJetsCHS"),
cms.InputTag("ak4PFJets"),
skipLabelTest=True)
massSearchReplaceAnyInputTag(seq,
cms.InputTag("AK4PFchs"),
cms.InputTag("AK4PF_offline"),
skipLabelTest=True)
massSearchReplaceAnyInputTag(seq,
cms.InputTag("AK4PF"),
cms.InputTag("AK4PF_offline"),
skipLabelTest=True)
massSearchReplaceParam(seq, "algorithm", cms.string('AK4PF'),
cms.string('AK4PF_offline'))
massSearchReplaceParam(seq, "algorithm", cms.string('AK4PFchs'),
cms.string('AK4PF_offline'))
massSearchReplaceParam(seq, "payload", cms.string('AK4PFchs'),
cms.string('AK4PF_offline'))
massSearchReplaceParam(seq, "payload", cms.string('AK4PF'),
cms.string('AK4PF_offline'))
massSearchReplaceAnyInputTag(seq,
cms.InputTag("L2L3Residual"),
cms.InputTag("L3Absolute"),
skipLabelTest=True)
massSearchReplaceAnyInputTag(seq,
cms.InputTag("L1FastJet"),
cms.InputTag(''),
skipLabelTest=True)
massSearchReplaceAnyInputTag(
seq,
cms.InputTag("ak4PFL1FastL2L3ResidualCorrector"),
cms.InputTag('ak4PFL1FastL2L3Corrector'),
skipLabelTest=True)
massSearchReplaceParam(seq, "addResidualJES", cms.bool(True),
cms.bool(False))
massSearchReplaceAnyInputTag(seq,
cms.InputTag("AK4PFchs_pt"),
cms.InputTag("AK4PF_pt"),
skipLabelTest=True)
massSearchReplaceAnyInputTag(seq,
cms.InputTag("AK4PFchs_phi"),
cms.InputTag("AK4PF_phi"),
skipLabelTest=True)
massSearchReplaceParam(seq, "srcJetResPt", cms.string('AK4PFchs_pt'),
cms.string('AK4PF_pt'))
massSearchReplaceParam(seq, "algopt", cms.string('AK4PFchs_pt'),
cms.string('AK4PF_pt'))
massSearchReplaceParam(seq, "srcJetResPhi", cms.string('AK4PFchs_phi'),
cms.string('AK4PF_phi'))
massSearchReplaceParam(seq, "jetCorrPayloadName",
cms.string('AK4PF_offline'),
cms.string("AK4PF"))
massSearchReplaceParam(seq, "srcJetSF", cms.string('AK4PFchs'),
cms.string('AK4PF'))
massSearchReplaceParam(seq, "algo", cms.string('AK4PF'),
cms.string('AK4PF_offline'))
if isData:
massSearchReplaceParam(seq, "algo", cms.string('AK4PFchs'),
cms.string('AK4PF_offline'))
else:
massSearchReplaceParam(seq, "algo", cms.string('AK4PFchs'),
cms.string('AK4PF'))
del process.towerMaker
def switchMVAtoDB(process):
'''Replace the MVA input by sqlite file for all MVA discriminators
usage: add following 2 lines to your config file in order to execute this function:
from RecoTauTag.Configuration.switchMVAtoDB_cfi import switchMVAtoDB
process = switchMVAtoDB(process)
The function takes no parameters. The sqlite input is defined in file
RecoTauTag/Configuration/python/loadRecoTauTagMVAsFromPrepDB_cfi.py
'''
process.load("RecoTauTag.Configuration.loadRecoTauTagMVAsFromPrepDB_cfi")
massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"loadMVAfromDB", cms.bool(False), cms.bool(True))
#muon discriminators
process.hpsPFTauDiscriminationByMVArawMuonRejection.mvaName = cms.string("RecoTauTag_againstMuonMVAv1")
massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"), "mvaOutput_normalization", cms.string("mvaOutput_normalization_opt2"), cms.string("RecoTauTag_againstMuonMVAv1_mvaOutput_normalization"))
process.hpsPFTauDiscriminationByMVALooseMuonRejection.mapping[0].cut = cms.string("RecoTauTag_againstMuonMVAv1_WPeff99_5")
process.hpsPFTauDiscriminationByMVAMediumMuonRejection.mapping[0].cut = cms.string("RecoTauTag_againstMuonMVAv1_WPeff99_0")
process.hpsPFTauDiscriminationByMVATightMuonRejection.mapping[0].cut = cms.string("RecoTauTag_againstMuonMVAv1_WPeff98_0")
#electron discriminators
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwoGSF_EC = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwGSF_EC = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwoGSF_EC = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwGSF_EC = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwoGSF_BL = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwGSF_BL = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwoGSF_BL = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwGSF_BL = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwoGSF_EC = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwGSF_EC = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwoGSF_EC = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwGSF_EC = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_EC')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwoGSF_BL = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwGSF_BL = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwoGSF_BL = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_BL')
process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwGSF_BL = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_BL')
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[0].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_BL_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[1].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_BL_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[2].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_BL_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[3].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_BL_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[4].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_BL_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[5].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_BL_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[6].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_BL_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[7].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_BL_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[8].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_EC_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[9].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_EC_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[10].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_EC_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[11].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_EC_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[12].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_EC_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[13].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_EC_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[14].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_EC_WPeff99")
process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[15].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_EC_WPeff99")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[0].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_BL_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[1].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_BL_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[2].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_BL_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[3].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_BL_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[4].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_BL_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[5].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_BL_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[6].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_BL_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[7].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_BL_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[8].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_EC_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[9].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_EC_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[10].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_EC_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[11].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_EC_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[12].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_EC_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[13].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_EC_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[14].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_EC_WPeff96")
process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[15].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_EC_WPeff96")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[0].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_BL_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[1].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_BL_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[2].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_BL_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[3].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_BL_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[4].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_BL_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[5].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_BL_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[6].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_BL_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[7].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_BL_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[8].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_EC_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[9].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_EC_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[10].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_EC_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[11].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_EC_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[12].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_EC_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[13].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_EC_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[14].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_EC_WPeff91")
process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[15].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_EC_WPeff91")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[0].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_BL_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[1].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_BL_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[2].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_BL_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[3].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_BL_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[4].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_BL_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[5].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_BL_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[6].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_BL_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[7].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_BL_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[8].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_EC_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[9].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_EC_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[10].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_EC_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[11].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_EC_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[12].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_EC_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[13].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_EC_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[14].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_EC_WPeff85")
process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[15].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_EC_WPeff85")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[0].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_BL_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[1].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_BL_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[2].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_BL_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[3].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_BL_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[4].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_BL_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[5].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_BL_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[6].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_BL_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[7].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_BL_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[8].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_EC_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[9].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_EC_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[10].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_EC_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[11].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_EC_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[12].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_EC_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[13].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_EC_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[14].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_EC_WPeff79")
process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[15].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_EC_WPeff79")
#isolation
process.hpsPFTauDiscriminationByIsolationMVA3oldDMwoLTraw.mvaName = cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1")
massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"mvaOutput_normalization", cms.string("mvaOutput_normalization_oldDMwoLT"), cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_mvaOutput_normalization"))
process.hpsPFTauDiscriminationByVLooseIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_WPEff90")
process.hpsPFTauDiscriminationByLooseIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_WPEff80")
process.hpsPFTauDiscriminationByMediumIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_WPEff70")
process.hpsPFTauDiscriminationByTightIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_WPEff60")
process.hpsPFTauDiscriminationByVTightIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_WPEff50")
process.hpsPFTauDiscriminationByVVTightIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_WPEff40")
process.hpsPFTauDiscriminationByLooseIsolationMVA3oldDMwoLT.mvaOutput_normalization = cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_mvaOutput_normalization")
process.hpsPFTauDiscriminationByIsolationMVA3oldDMwLTraw.mvaName = cms.string("RecoTauTag_tauIdMVAoldDMwLTv1")
massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"mvaOutput_normalization", cms.string("mvaOutput_normalization_oldDMwLT"), cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_mvaOutput_normalization"))
process.hpsPFTauDiscriminationByVLooseIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_WPEff90")
process.hpsPFTauDiscriminationByLooseIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_WPEff80")
process.hpsPFTauDiscriminationByMediumIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_WPEff70")
process.hpsPFTauDiscriminationByTightIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_WPEff60")
process.hpsPFTauDiscriminationByVTightIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_WPEff50")
process.hpsPFTauDiscriminationByVVTightIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_WPEff40")
process.hpsPFTauDiscriminationByIsolationMVA3newDMwoLTraw.mvaName = cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1")
massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"mvaOutput_normalization", cms.string("mvaOutput_normalization_newDMwoLT"), cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_mvaOutput_normalization"))
process.hpsPFTauDiscriminationByVLooseIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_WPEff90")
process.hpsPFTauDiscriminationByLooseIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_WPEff80")
process.hpsPFTauDiscriminationByMediumIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_WPEff70")
process.hpsPFTauDiscriminationByTightIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_WPEff60")
process.hpsPFTauDiscriminationByVTightIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_WPEff50")
process.hpsPFTauDiscriminationByVVTightIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_WPEff40")
process.hpsPFTauDiscriminationByIsolationMVA3newDMwLTraw.mvaName = cms.string("RecoTauTag_tauIdMVAnewDMwLTv1")
massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"mvaOutput_normalization", cms.string("mvaOutput_normalization_newDMwLT"), cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_mvaOutput_normalization"))
process.hpsPFTauDiscriminationByVLooseIsolationMVA3newDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_WPEff90")
process.hpsPFTauDiscriminationByLooseIsolationMVA3newDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_WPEff80")
process.hpsPFTauDiscriminationByMediumIsolationMVA3newDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_WPEff70")
process.hpsPFTauDiscriminationByTightIsolationMVA3newDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_WPEff60")
process.hpsPFTauDiscriminationByVTightIsolationMVA3newDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_WPEff50")
process.hpsPFTauDiscriminationByVVTightIsolationMVA3newDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_WPEff40")
# if hasattr(process,'pfParticleSelectionSequence'):
# process.load("CommonTools.ParticleFlow.deltaBetaWeights_cff")
# process.pfParticleSelectionSequence += process.pfDeltaBetaWeightingSequence
# if hasattr(process,'elPFIsoDepositNeutral'):
# process.elPFIsoDepositNeutral=isoDepositReplace('pfElectronTranslator:pf','pfWeightedNeutralHadrons')
# if hasattr(process,'elPFIsoDepositGamma'):
# process.elPFIsoDepositGamma=isoDepositReplace('pfElectronTranslator:pf','pfWeightedPhotons')
# if hasattr(process,'gedElPFIsoDepositNeutral'):
# process.gedElPFIsoDepositNeutral=isoDepositReplace('gedGsfElectronsTmp','pfWeightedNeutralHadrons')
# if hasattr(process,'gedElPFIsoDepositGamma'):
# process.gedElPFIsoDepositGamma=isoDepositReplace('gedGsfElectronsTmp','pfWeightedPhotons')
# if hasattr(process,'muPFIsoDepositNeutral'):
# process.muPFIsoDepositNeutral=isoDepositReplace('muons1stStep','pfWeightedNeutralHadrons')
# if hasattr(process,'muPFIsoDepositGamma'):
# process.muPFIsoDepositGamma=isoDepositReplace('muons1stStep','pfWeightedPhotons')
# if hasattr(process,'phPFIsoDepositNeutral'):
# process.phPFIsoDepositNeutral=isoDepositReplace('pfSelectedPhotons','pfWeightedNeutralHadrons')
# if hasattr(process,'phPFIsoDepositGamma'):
# process.phPFIsoDepositGamma.ExtractorPSet.inputCandView = cms.InputTag("pfWeightedPhotons")
return process
