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switchMVAtoDB_cfi.py
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1 '''Helper function to switch the MVA input from local root file to the sqlite DB'''
2 import FWCore.ParameterSet.Config as cms
3 
4 #from CommonTools.ParticleFlow.Isolation.tools_cfi import *
5 
6 from PhysicsTools.PatAlgos.tools.helpers import massSearchReplaceParam
7 
8 def switchMVAtoDB(process):
9  '''Replace the MVA input by sqlite file for all MVA discriminators
10 
11  usage: add following 2 lines to your config file in order to execute this function:
12 
13  from RecoTauTag.Configuration.switchMVAtoDB_cfi import switchMVAtoDB
14  process = switchMVAtoDB(process)
15 
16  The function takes no parameters. The sqlite input is defined in file
17  RecoTauTag/Configuration/python/loadRecoTauTagMVAsFromPrepDB_cfi.py
18  '''
19  process.load("RecoTauTag.Configuration.loadRecoTauTagMVAsFromPrepDB_cfi")
20  massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"loadMVAfromDB", cms.bool(False), cms.bool(True))
21  #muon discriminators
22  process.hpsPFTauDiscriminationByMVArawMuonRejection.mvaName = cms.string("RecoTauTag_againstMuonMVAv1")
23  massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"), "mvaOutput_normalization", cms.string("mvaOutput_normalization_opt2"), cms.string("RecoTauTag_againstMuonMVAv1_mvaOutput_normalization"))
24  process.hpsPFTauDiscriminationByMVALooseMuonRejection.mapping[0].cut = cms.string("RecoTauTag_againstMuonMVAv1_WPeff99_5")
25  process.hpsPFTauDiscriminationByMVAMediumMuonRejection.mapping[0].cut = cms.string("RecoTauTag_againstMuonMVAv1_WPeff99_0")
26  process.hpsPFTauDiscriminationByMVATightMuonRejection.mapping[0].cut = cms.string("RecoTauTag_againstMuonMVAv1_WPeff98_0")
27 
28  #electron discriminators
29  process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwoGSF_EC = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_EC')
30  process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwGSF_EC = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_EC')
31  process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwoGSF_EC = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_EC')
32  process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwGSF_EC = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_EC')
33  process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwoGSF_BL = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_BL')
34  process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_woGwGSF_BL = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_BL')
35  process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwoGSF_BL = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_BL')
36  process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_wGwGSF_BL = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_BL')
37 
38  process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwoGSF_EC = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_EC')
39  process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwGSF_EC = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_EC')
40  process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwoGSF_EC = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_EC')
41  process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwGSF_EC = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_EC')
42  process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwoGSF_BL = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_BL')
43  process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_woGwGSF_BL = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_BL')
44  process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwoGSF_BL = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_BL')
45  process.hpsPFTauDiscriminationByMVA5rawElectronRejection.mvaName_NoEleMatch_wGwGSF_BL = cms.string('RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_BL')
46 
47  process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[0].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_BL_WPeff99")
48  process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[1].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_BL_WPeff99")
49  process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[2].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_BL_WPeff99")
50  process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[3].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_BL_WPeff99")
51  process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[4].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_BL_WPeff99")
52  process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[5].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_BL_WPeff99")
53  process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[6].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_BL_WPeff99")
54  process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[7].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_BL_WPeff99")
55  process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[8].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_EC_WPeff99")
56  process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[9].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_EC_WPeff99")
57  process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[10].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_EC_WPeff99")
58  process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[11].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_EC_WPeff99")
59  process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[12].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_EC_WPeff99")
60  process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[13].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_EC_WPeff99")
61  process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[14].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_EC_WPeff99")
62  process.hpsPFTauDiscriminationByMVA5VLooseElectronRejection.mapping[15].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_EC_WPeff99")
63 
64 
65  process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[0].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_BL_WPeff96")
66  process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[1].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_BL_WPeff96")
67  process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[2].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_BL_WPeff96")
68  process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[3].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_BL_WPeff96")
69  process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[4].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_BL_WPeff96")
70  process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[5].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_BL_WPeff96")
71  process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[6].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_BL_WPeff96")
72  process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[7].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_BL_WPeff96")
73  process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[8].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_EC_WPeff96")
74  process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[9].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_EC_WPeff96")
75  process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[10].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_EC_WPeff96")
76  process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[11].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_EC_WPeff96")
77  process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[12].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_EC_WPeff96")
78  process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[13].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_EC_WPeff96")
79  process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[14].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_EC_WPeff96")
80  process.hpsPFTauDiscriminationByMVA5LooseElectronRejection.mapping[15].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_EC_WPeff96")
81 
82  process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[0].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_BL_WPeff91")
83  process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[1].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_BL_WPeff91")
84  process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[2].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_BL_WPeff91")
85  process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[3].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_BL_WPeff91")
86  process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[4].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_BL_WPeff91")
87  process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[5].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_BL_WPeff91")
88  process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[6].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_BL_WPeff91")
89  process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[7].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_BL_WPeff91")
90  process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[8].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_EC_WPeff91")
91  process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[9].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_EC_WPeff91")
92  process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[10].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_EC_WPeff91")
93  process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[11].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_EC_WPeff91")
94  process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[12].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_EC_WPeff91")
95  process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[13].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_EC_WPeff91")
96  process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[14].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_EC_WPeff91")
97  process.hpsPFTauDiscriminationByMVA5MediumElectronRejection.mapping[15].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_EC_WPeff91")
98 
99  process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[0].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_BL_WPeff85")
100  process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[1].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_BL_WPeff85")
101  process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[2].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_BL_WPeff85")
102  process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[3].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_BL_WPeff85")
103  process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[4].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_BL_WPeff85")
104  process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[5].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_BL_WPeff85")
105  process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[6].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_BL_WPeff85")
106  process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[7].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_BL_WPeff85")
107  process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[8].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_EC_WPeff85")
108  process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[9].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_EC_WPeff85")
109  process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[10].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_EC_WPeff85")
110  process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[11].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_EC_WPeff85")
111  process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[12].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_EC_WPeff85")
112  process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[13].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_EC_WPeff85")
113  process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[14].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_EC_WPeff85")
114  process.hpsPFTauDiscriminationByMVA5TightElectronRejection.mapping[15].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_EC_WPeff85")
115 
116  process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[0].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_BL_WPeff79")
117  process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[1].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_BL_WPeff79")
118  process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[2].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_BL_WPeff79")
119  process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[3].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_BL_WPeff79")
120  process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[4].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_BL_WPeff79")
121  process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[5].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_BL_WPeff79")
122  process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[6].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_BL_WPeff79")
123  process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[7].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_BL_WPeff79")
124  process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[8].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwoGSF_EC_WPeff79")
125  process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[9].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_woGwGSF_EC_WPeff79")
126  process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[10].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwoGSF_EC_WPeff79")
127  process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[11].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_NoEleMatch_wGwGSF_EC_WPeff79")
128  process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[12].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwoGSF_EC_WPeff79")
129  process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[13].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_woGwGSF_EC_WPeff79")
130  process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[14].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwoGSF_EC_WPeff79")
131  process.hpsPFTauDiscriminationByMVA5VTightElectronRejection.mapping[15].cut = cms.string("RecoTauTag_antiElectronMVA5v1_gbr_wGwGSF_EC_WPeff79")
132 
133  #isolation
134  process.hpsPFTauDiscriminationByIsolationMVA3oldDMwoLTraw.mvaName = cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1")
135  massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"mvaOutput_normalization", cms.string("mvaOutput_normalization_oldDMwoLT"), cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_mvaOutput_normalization"))
136  process.hpsPFTauDiscriminationByVLooseIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_WPEff90")
137  process.hpsPFTauDiscriminationByLooseIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_WPEff80")
138  process.hpsPFTauDiscriminationByMediumIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_WPEff70")
139  process.hpsPFTauDiscriminationByTightIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_WPEff60")
140  process.hpsPFTauDiscriminationByVTightIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_WPEff50")
141  process.hpsPFTauDiscriminationByVVTightIsolationMVA3oldDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_WPEff40")
142  process.hpsPFTauDiscriminationByLooseIsolationMVA3oldDMwoLT.mvaOutput_normalization = cms.string("RecoTauTag_tauIdMVAoldDMwoLTv1_mvaOutput_normalization")
143 
144 
145 
146 
147  process.hpsPFTauDiscriminationByIsolationMVA3oldDMwLTraw.mvaName = cms.string("RecoTauTag_tauIdMVAoldDMwLTv1")
148  massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"mvaOutput_normalization", cms.string("mvaOutput_normalization_oldDMwLT"), cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_mvaOutput_normalization"))
149  process.hpsPFTauDiscriminationByVLooseIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_WPEff90")
150  process.hpsPFTauDiscriminationByLooseIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_WPEff80")
151  process.hpsPFTauDiscriminationByMediumIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_WPEff70")
152  process.hpsPFTauDiscriminationByTightIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_WPEff60")
153  process.hpsPFTauDiscriminationByVTightIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_WPEff50")
154  process.hpsPFTauDiscriminationByVVTightIsolationMVA3oldDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAoldDMwLTv1_WPEff40")
155 
156  process.hpsPFTauDiscriminationByIsolationMVA3newDMwoLTraw.mvaName = cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1")
157  massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"mvaOutput_normalization", cms.string("mvaOutput_normalization_newDMwoLT"), cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_mvaOutput_normalization"))
158  process.hpsPFTauDiscriminationByVLooseIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_WPEff90")
159  process.hpsPFTauDiscriminationByLooseIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_WPEff80")
160  process.hpsPFTauDiscriminationByMediumIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_WPEff70")
161  process.hpsPFTauDiscriminationByTightIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_WPEff60")
162  process.hpsPFTauDiscriminationByVTightIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_WPEff50")
163  process.hpsPFTauDiscriminationByVVTightIsolationMVA3newDMwoLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwoLTv1_WPEff40")
164 
165  process.hpsPFTauDiscriminationByIsolationMVA3newDMwLTraw.mvaName = cms.string("RecoTauTag_tauIdMVAnewDMwLTv1")
166  massSearchReplaceParam(getattr(process,"produceAndDiscriminateHPSPFTaus"),"mvaOutput_normalization", cms.string("mvaOutput_normalization_newDMwLT"), cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_mvaOutput_normalization"))
167  process.hpsPFTauDiscriminationByVLooseIsolationMVA3newDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_WPEff90")
168  process.hpsPFTauDiscriminationByLooseIsolationMVA3newDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_WPEff80")
169  process.hpsPFTauDiscriminationByMediumIsolationMVA3newDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_WPEff70")
170  process.hpsPFTauDiscriminationByTightIsolationMVA3newDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_WPEff60")
171  process.hpsPFTauDiscriminationByVTightIsolationMVA3newDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_WPEff50")
172  process.hpsPFTauDiscriminationByVVTightIsolationMVA3newDMwLT.mapping[0].cut = cms.string("RecoTauTag_tauIdMVAnewDMwLTv1_WPEff40")
173 
174 
175 
176 
177  # if hasattr(process,'pfParticleSelectionSequence'):
178  # process.load("CommonTools.ParticleFlow.deltaBetaWeights_cff")
179  # process.pfParticleSelectionSequence += process.pfDeltaBetaWeightingSequence
180 
181  # if hasattr(process,'elPFIsoDepositNeutral'):
182  # process.elPFIsoDepositNeutral=isoDepositReplace('pfElectronTranslator:pf','pfWeightedNeutralHadrons')
183 
184  # if hasattr(process,'elPFIsoDepositGamma'):
185  # process.elPFIsoDepositGamma=isoDepositReplace('pfElectronTranslator:pf','pfWeightedPhotons')
186 
187  # if hasattr(process,'gedElPFIsoDepositNeutral'):
188  # process.gedElPFIsoDepositNeutral=isoDepositReplace('gedGsfElectronsTmp','pfWeightedNeutralHadrons')
189 
190  # if hasattr(process,'gedElPFIsoDepositGamma'):
191  # process.gedElPFIsoDepositGamma=isoDepositReplace('gedGsfElectronsTmp','pfWeightedPhotons')
192 
193  # if hasattr(process,'muPFIsoDepositNeutral'):
194  # process.muPFIsoDepositNeutral=isoDepositReplace('muons1stStep','pfWeightedNeutralHadrons')
195 
196  # if hasattr(process,'muPFIsoDepositGamma'):
197  # process.muPFIsoDepositGamma=isoDepositReplace('muons1stStep','pfWeightedPhotons')
198 
199  # if hasattr(process,'phPFIsoDepositNeutral'):
200  # process.phPFIsoDepositNeutral=isoDepositReplace('pfSelectedPhotons','pfWeightedNeutralHadrons')
201 
202  # if hasattr(process,'phPFIsoDepositGamma'):
203  # process.phPFIsoDepositGamma.ExtractorPSet.inputCandView = cms.InputTag("pfWeightedPhotons")
204 
205  return process
206 
helpers.massSearchReplaceParam
def massSearchReplaceParam
Definition: helpers.py:249
switchMVAtoDB_cfi.switchMVAtoDB
def switchMVAtoDB
Definition: switchMVAtoDB_cfi.py:8
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