Configuration/python/switchMVAtoDB_cfi.py

0001 '''Helper function to switch the MVA input to local root file from the sqlite DB'''
0002 import FWCore.ParameterSet.Config as cms
0003
0004
0005 from PhysicsTools.PatAlgos.tools.helpers import massSearchReplaceParam
0006
0007 def switchMVAtoDB(process):
0008     '''Contrary to its name, replace the MVA input by local root files for all MVA discriminators
0009
0010        usage: add following 2 lines to your config file in order to execute this function:
0011
0012           from RecoTauTag.Configuration.switchMVAtoDB_cfi import switchMVAtoDB
0013           process = switchMVAtoDB(process)
0014
0015        The function takes no parameters. The names of the input root files are defined in
0016        RecoTauTag/Configuration/python/switchMVAtoDB_cff.py (parameter inputFileName).
0017     '''
0018 #    process.load("RecoTauTag.Configuration.loadRecoTauTagMVAsFromPrepDB_cfi")
0019     massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"loadMVAfromDB", cms.bool(True), cms.bool(False))
0020     #muon discriminators
0021     process.hpsPFTauDiscriminationByMVArawMuonRejection.mvaName = cms.string("againstMuonMVA")
0022     process.hpsPFTauDiscriminationByMVArawMuonRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/gbrDiscriminationAgainstMuonMVA.root')
0023     massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"), "mvaOutput_normalization", cms.string("RecoTauTag_againstMuonMVAv1_mvaOutput_normalization"), cms.string("mvaOutput_normalization_opt2"))
0024     process.hpsPFTauDiscriminationByMVALooseMuonRejection.mapping[0].cut = cms.string("opt2eff99_5")
0025     process.hpsPFTauDiscriminationByMVAMediumMuonRejection.mapping[0].cut = cms.string("opt2eff99_0")
0026     process.hpsPFTauDiscriminationByMVATightMuonRejection.mapping[0].cut = cms.string("opt2eff98_0")
0027
0028     process.hpsPFTauDiscriminationByMVALooseMuonRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByMVAMuonRejection.root')
0029     process.hpsPFTauDiscriminationByMVAMediumMuonRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByMVAMuonRejection.root')
0030     process.hpsPFTauDiscriminationByMVATightMuonRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByMVAMuonRejection.root')
0031
0032     #electron discriminators (MVA5)
0033     process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwoGSF_EC = cms.string('gbr_woGwoGSF_EC')
0034     process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwGSF_EC = cms.string('gbr_woGwGSF_EC')
0035     process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwoGSF_EC = cms.string('gbr_wGwoGSF_EC')
0036     process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwGSF_EC = cms.string('gbr_wGwGSF_EC')
0037     process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwoGSF_BL = cms.string('gbr_woGwoGSF_BL')
0038     process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwGSF_BL = cms.string('gbr_woGwGSF_BL')
0039     process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwoGSF_BL = cms.string('gbr_wGwoGSF_BL')
0040     process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwGSF_BL = cms.string('gbr_wGwGSF_BL')
0041
0042     process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwoGSF_EC = cms.string('gbr_NoEleMatch_woGwoGSF_EC')
0043     process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwGSF_EC = cms.string('gbr_NoEleMatch_woGwGSF_EC')
0044     process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwoGSF_EC = cms.string('gbr_NoEleMatch_wGwoGSF_EC')
0045     process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwGSF_EC = cms.string('gbr_NoEleMatch_wGwGSF_EC')
0046     process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwoGSF_BL = cms.string('gbr_NoEleMatch_woGwoGSF_BL')
0047     process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwGSF_BL = cms.string('gbr_NoEleMatch_woGwGSF_BL')
0048     process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwoGSF_BL = cms.string('gbr_NoEleMatch_wGwoGSF_BL')
0049     process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwGSF_BL = cms.string('gbr_NoEleMatch_wGwGSF_BL')
0050
0051     process.hpsPFTauDiscriminationByMVA5rawElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/gbrDiscriminationAgainstElectronMVA5.root')
0052
0053     process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[0].cut = cms.string("eff99cat0")
0054     process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[1].cut = cms.string("eff99cat1")
0055     process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[2].cut = cms.string("eff99cat2")
0056     process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[3].cut = cms.string("eff99cat3")
0057     process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[4].cut = cms.string("eff99cat4")
0058     process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[5].cut = cms.string("eff99cat5")
0059     process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[6].cut = cms.string("eff99cat6")
0060     process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[7].cut = cms.string("eff99cat7")
0061     process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[8].cut = cms.string("eff99cat8")
0062     process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[9].cut = cms.string("eff99cat9")
0063     process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[10].cut = cms.string("eff99cat10")
0064     process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[11].cut = cms.string("eff99cat11")
0065     process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[12].cut = cms.string("eff99cat12")
0066     process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[13].cut = cms.string("eff99cat13")
0067     process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[14].cut = cms.string("eff99cat14")
0068     process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[15].cut = cms.string("eff99cat15")
0069
0070     process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationAgainstElectronMVA5.root')
0071
0072     process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[0].cut = cms.string("eff96cat0")
0073     process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[1].cut = cms.string("eff96cat1")
0074     process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[2].cut = cms.string("eff96cat2")
0075     process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[3].cut = cms.string("eff96cat3")
0076     process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[4].cut = cms.string("eff96cat4")
0077     process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[5].cut = cms.string("eff96cat5")
0078     process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[6].cut = cms.string("eff96cat6")
0079     process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[7].cut = cms.string("eff96cat7")
0080     process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[8].cut = cms.string("eff96cat8")
0081     process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[9].cut = cms.string("eff96cat9")
0082     process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[10].cut = cms.string("eff96cat10")
0083     process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[11].cut = cms.string("eff96cat11")
0084     process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[12].cut = cms.string("eff96cat12")
0085     process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[13].cut = cms.string("eff96cat13")
0086     process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[14].cut = cms.string("eff96cat14")
0087     process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[15].cut = cms.string("eff96cat15")
0088
0089     process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationAgainstElectronMVA5.root')
0090
0091     process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[0].cut = cms.string("eff91cat0")
0092     process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[1].cut = cms.string("eff91cat1")
0093     process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[2].cut = cms.string("eff91cat2")
0094     process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[3].cut = cms.string("eff91cat3")
0095     process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[4].cut = cms.string("eff91cat4")
0096     process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[5].cut = cms.string("eff91cat5")
0097     process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[6].cut = cms.string("eff91cat6")
0098     process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[7].cut = cms.string("eff91cat7")
0099     process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[8].cut = cms.string("eff91cat8")
0100     process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[9].cut = cms.string("eff91cat9")
0101     process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[10].cut = cms.string("eff91cat10")
0102     process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[11].cut = cms.string("eff91cat11")
0103     process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[12].cut = cms.string("eff91cat12")
0104     process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[13].cut = cms.string("eff91cat13")
0105     process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[14].cut = cms.string("eff91cat14")
0106     process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[15].cut = cms.string("eff91cat15")
0107
0108     process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationAgainstElectronMVA5.root')
0109
0110     process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[0].cut = cms.string("eff85cat0")
0111     process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[1].cut = cms.string("eff85cat1")
0112     process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[2].cut = cms.string("eff85cat2")
0113     process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[3].cut = cms.string("eff85cat3")
0114     process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[4].cut = cms.string("eff85cat4")
0115     process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[5].cut = cms.string("eff85cat5")
0116     process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[6].cut = cms.string("eff85cat6")
0117     process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[7].cut = cms.string("eff85cat7")
0118     process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[8].cut = cms.string("eff85cat8")
0119     process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[9].cut = cms.string("eff85cat9")
0120     process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[10].cut = cms.string("eff85cat10")
0121     process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[11].cut = cms.string("eff85cat11")
0122     process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[12].cut = cms.string("eff85cat12")
0123     process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[13].cut = cms.string("eff85cat13")
0124     process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[14].cut = cms.string("eff85cat14")
0125     process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[15].cut = cms.string("eff85cat15")
0126
0127     process.hpsPFTauDiscriminationByMVA5TightElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationAgainstElectronMVA5.root')
0128
0129     process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[0].cut = cms.string("eff79cat0")
0130     process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[1].cut = cms.string("eff79cat1")
0131     process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[2].cut = cms.string("eff79cat2")
0132     process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[3].cut = cms.string("eff79cat3")
0133     process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[4].cut = cms.string("eff79cat4")
0134     process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[5].cut = cms.string("eff79cat5")
0135     process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[6].cut = cms.string("eff79cat6")
0136     process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[7].cut = cms.string("eff79cat7")
0137     process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[8].cut = cms.string("eff79cat8")
0138     process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[9].cut = cms.string("eff79cat9")
0139     process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[10].cut = cms.string("eff79cat10")
0140     process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[11].cut = cms.string("eff79cat11")
0141     process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[12].cut = cms.string("eff79cat12")
0142     process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[13].cut = cms.string("eff79cat13")
0143     process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[14].cut = cms.string("eff79cat14")
0144     process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[15].cut = cms.string("eff79cat15")
0145
0146     process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationAgainstElectronMVA5.root')
0147
0148     #electron discriminators (MVA6)
0149     process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_woGwGSF_EC = cms.string('gbr_woGwGSF_EC')
0150     process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_wGwGSF_EC = cms.string('gbr_wGwGSF_EC')
0151     process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_woGwGSF_BL = cms.string('gbr_woGwGSF_BL')
0152     process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_wGwGSF_BL = cms.string('gbr_wGwGSF_BL')
0153     process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_NoEleMatch_woGwoGSF_EC = cms.string('gbr_NoEleMatch_woGwoGSF_EC')
0154     process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_NoEleMatch_wGwoGSF_EC = cms.string('gbr_NoEleMatch_wGwoGSF_EC')
0155     process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_NoEleMatch_woGwoGSF_BL = cms.string('gbr_NoEleMatch_woGwoGSF_BL')
0156     process.hpsPFTauDiscriminationByMVA6rawElectronRejection.mvaName_NoEleMatch_wGwoGSF_BL = cms.string('gbr_NoEleMatch_wGwoGSF_BL')
0157
0158     process.hpsPFTauDiscriminationByMVA6rawElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/gbrDiscriminationAgainstElectronMVA6.root')
0159
0160     process.hpsPFTauDiscriminationByMVA6ElectronRejection.mapping[0].cut = cms.string("")
0161     for i, cat in enumerate([0, 2, 5, 7, 8, 10, 13, 15]):
0162         process.hpsPFTauDiscriminationByMVA6ElectronRejection.mapping[i].workingPoints = cms.vstring(
0163             "eff99cat%i"%cat,
0164             "eff96cat%i"%cat,
0165             "eff91cat%i"%cat,
0166             "eff85cat%i"%cat,
0167             "eff79cat%i"%cat
0168             ) #.mapping[i].workingPoints overrides .workingPoints but the latter config can still be used to retrieve indices, e.g. by PAT step
0169
0170     process.hpsPFTauDiscriminationByMVA6ElectronRejection.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationAgainstElectronMVA6.root')
0171
0172     #isolation
0173     process.hpsPFTauDiscriminationByIsolationMVA3oldDMwoLTraw.mvaName = cms.string("tauIdMVAoldDMwoLT")
0174     massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"mvaOutput_normalization", cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_mvaOutput_normalization"), cms.string("mvaOutput_normalization_oldDMwoLT"))
0175     process.hpsPFTauDiscriminationByVLooseIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("oldDMwoLTEff90")
0176     process.hpsPFTauDiscriminationByLooseIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("oldDMwoLTEff80")
0177     process.hpsPFTauDiscriminationByMediumIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("oldDMwoLTEff70")
0178     process.hpsPFTauDiscriminationByTightIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("oldDMwoLTEff60")
0179     process.hpsPFTauDiscriminationByVTightIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("oldDMwoLTEff50")
0180     process.hpsPFTauDiscriminationByVVTightIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("oldDMwoLTEff40")
0181
0182     process.hpsPFTauDiscriminationByIsolationMVA3oldDMwoLTraw.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/gbrDiscriminationByIsolationMVA3_oldDMwoLT.root')
0183     process.hpsPFTauDiscriminationByVLooseIsolationMVA3oldDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwoLT.root')
0184     process.hpsPFTauDiscriminationByLooseIsolationMVA3oldDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwoLT.root')
0185     process.hpsPFTauDiscriminationByMediumIsolationMVA3oldDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwoLT.root')
0186     process.hpsPFTauDiscriminationByTightIsolationMVA3oldDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwoLT.root')
0187     process.hpsPFTauDiscriminationByVTightIsolationMVA3oldDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwoLT.root')
0188     process.hpsPFTauDiscriminationByVVTightIsolationMVA3oldDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwoLT.root')
0189
0190     process.hpsPFTauDiscriminationByIsolationMVA3oldDMwLTraw.mvaName = cms.string("tauIdMVAoldDMwLT")
0191     massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"mvaOutput_normalization", cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_mvaOutput_normalization"), cms.string("mvaOutput_normalization_oldDMwLT"))
0192     process.hpsPFTauDiscriminationByVLooseIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("oldDMwLTEff90")
0193     process.hpsPFTauDiscriminationByLooseIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("oldDMwLTEff80")
0194     process.hpsPFTauDiscriminationByMediumIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("oldDMwLTEff70")
0195     process.hpsPFTauDiscriminationByTightIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("oldDMwLTEff60")
0196     process.hpsPFTauDiscriminationByVTightIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("oldDMwLTEff50")
0197     process.hpsPFTauDiscriminationByVVTightIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("oldDMwLTEff40")
0198
0199     process.hpsPFTauDiscriminationByIsolationMVA3oldDMwLTraw.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/gbrDiscriminationByIsolationMVA3_oldDMwLT.root')
0200     process.hpsPFTauDiscriminationByVLooseIsolationMVA3oldDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwLT.root')
0201     process.hpsPFTauDiscriminationByLooseIsolationMVA3oldDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwLT.root')
0202     process.hpsPFTauDiscriminationByMediumIsolationMVA3oldDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwLT.root')
0203     process.hpsPFTauDiscriminationByTightIsolationMVA3oldDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwLT.root')
0204     process.hpsPFTauDiscriminationByVTightIsolationMVA3oldDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwLT.root')
0205     process.hpsPFTauDiscriminationByVVTightIsolationMVA3oldDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_oldDMwLT.root')
0206
0207
0208     process.hpsPFTauDiscriminationByIsolationMVA3newDMwoLTraw.mvaName = cms.string("tauIdMVAnewDMwoLT")
0209     massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"mvaOutput_normalization", cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_mvaOutput_normalization"), cms.string("mvaOutput_normalization_newDMwoLT"))
0210     process.hpsPFTauDiscriminationByVLooseIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("newDMwoLTEff90")
0211     process.hpsPFTauDiscriminationByLooseIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("newDMwoLTEff80")
0212     process.hpsPFTauDiscriminationByMediumIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("newDMwoLTEff70")
0213     process.hpsPFTauDiscriminationByTightIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("newDMwoLTEff60")
0214     process.hpsPFTauDiscriminationByVTightIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("newDMwoLTEff50")
0215     process.hpsPFTauDiscriminationByVVTightIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("newDMwoLTEff40")
0216
0217     process.hpsPFTauDiscriminationByIsolationMVA3newDMwoLTraw.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/gbrDiscriminationByIsolationMVA3_newDMwoLT.root')
0218     process.hpsPFTauDiscriminationByVLooseIsolationMVA3newDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwoLT.root')
0219     process.hpsPFTauDiscriminationByLooseIsolationMVA3newDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwoLT.root')
0220     process.hpsPFTauDiscriminationByMediumIsolationMVA3newDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwoLT.root')
0221     process.hpsPFTauDiscriminationByTightIsolationMVA3newDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwoLT.root')
0222     process.hpsPFTauDiscriminationByVTightIsolationMVA3newDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwoLT.root')
0223     process.hpsPFTauDiscriminationByVVTightIsolationMVA3newDMwoLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwoLT.root')
0224
0225
0226     process.hpsPFTauDiscriminationByIsolationMVA3newDMwLTraw.mvaName = cms.string("tauIdMVAnewDMwLT")
0227     massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"mvaOutput_normalization", cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_mvaOutput_normalization"), cms.string("mvaOutput_normalization_newDMwLT"))
0228     process.hpsPFTauDiscriminationByVLooseIsolationMVA3newDMwLT.mapping[0].cut = cms.string("newDMwLTEff90")
0229     process.hpsPFTauDiscriminationByLooseIsolationMVA3newDMwLT.mapping[0].cut = cms.string("newDMwLTEff80")
0230     process.hpsPFTauDiscriminationByMediumIsolationMVA3newDMwLT.mapping[0].cut = cms.string("newDMwLTEff70")
0231     process.hpsPFTauDiscriminationByTightIsolationMVA3newDMwLT.mapping[0].cut = cms.string("newDMwLTEff60")
0232     process.hpsPFTauDiscriminationByVTightIsolationMVA3newDMwLT.mapping[0].cut = cms.string("newDMwLTEff50")
0233     process.hpsPFTauDiscriminationByVVTightIsolationMVA3newDMwLT.mapping[0].cut = cms.string("newDMwLTEff40")
0234
0235     process.hpsPFTauDiscriminationByIsolationMVA3newDMwLTraw.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/gbrDiscriminationByIsolationMVA3_newDMwLT.root')
0236     process.hpsPFTauDiscriminationByVLooseIsolationMVA3newDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwLT.root')
0237     process.hpsPFTauDiscriminationByLooseIsolationMVA3newDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwLT.root')
0238     process.hpsPFTauDiscriminationByMediumIsolationMVA3newDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwLT.root')
0239     process.hpsPFTauDiscriminationByTightIsolationMVA3newDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwLT.root')
0240     process.hpsPFTauDiscriminationByVTightIsolationMVA3newDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwLT.root')
0241     process.hpsPFTauDiscriminationByVVTightIsolationMVA3newDMwLT.inputFileName = cms.FileInPath('RecoTauTag/RecoTau/data/wpDiscriminationByIsolationMVA3_newDMwLT.root')
0242
0243
0244
0245
0246
0247     # if hasattr(process,'pfParticleSelectionSequence'):
0248     #     process.load("CommonTools.ParticleFlow.deltaBetaWeights_cff")
0249     #     process.pfParticleSelectionSequence += process.pfDeltaBetaWeightingSequence
0250
0251     # if hasattr(process,'elPFIsoDepositNeutral'):
0252     #     process.elPFIsoDepositNeutral=isoDepositReplace('pfElectronTranslator:pf','pfWeightedNeutralHadrons')
0253
0254     # if hasattr(process,'elPFIsoDepositGamma'):
0255     #     process.elPFIsoDepositGamma=isoDepositReplace('pfElectronTranslator:pf','pfWeightedPhotons')
0256
0257     # if hasattr(process,'gedElPFIsoDepositNeutral'):
0258     #     process.gedElPFIsoDepositNeutral=isoDepositReplace('gedGsfElectronsTmp','pfWeightedNeutralHadrons')
0259
0260     # if hasattr(process,'gedElPFIsoDepositGamma'):
0261     #     process.gedElPFIsoDepositGamma=isoDepositReplace('gedGsfElectronsTmp','pfWeightedPhotons')
0262
0263     # if hasattr(process,'muPFIsoDepositNeutral'):
0264     #    process.muPFIsoDepositNeutral=isoDepositReplace('muons1stStep','pfWeightedNeutralHadrons')
0265
0266     # if hasattr(process,'muPFIsoDepositGamma'):
0267     #     process.muPFIsoDepositGamma=isoDepositReplace('muons1stStep','pfWeightedPhotons')
0268
0269     # if hasattr(process,'phPFIsoDepositNeutral'):
0270     #    process.phPFIsoDepositNeutral=isoDepositReplace('pfSelectedPhotons','pfWeightedNeutralHadrons')
0271
0272     # if hasattr(process,'phPFIsoDepositGamma'):
0273     #     process.phPFIsoDepositGamma.ExtractorPSet.inputCandView = cms.InputTag("pfWeightedPhotons")
0274
0275     return process
0276