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Merge pull request #46674 from nurfikri89/from1420pre3_BTVDQMValidati…
…onWithMini [BTV,DQM] Expand MiniAOD input DQM and Validations plots with latest taggers, switch to slimmedJetsPuppi
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,236 @@ | ||
| import FWCore.ParameterSet.Config as cms | ||
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||
| from DQMOffline.RecoB.tagGenericAnalysis_cff import bTagGenericAnalysisBlock | ||
| from DQMOffline.RecoB.tagGenericAnalysis_cff import cTagGenericAnalysisBlock | ||
| from DQMOffline.RecoB.tagGenericAnalysis_cff import tauTagGenericAnalysisBlock | ||
| from DQMOffline.RecoB.tagGenericAnalysis_cff import sTagGenericAnalysisBlock | ||
| from DQMOffline.RecoB.tagGenericAnalysis_cff import qgTagGenericAnalysisBlock | ||
|
|
||
| ############################################################ | ||
| # | ||
| # DeepCSV | ||
| # | ||
| ############################################################ | ||
| # recommendation for UL18: https://twiki.cern.ch/twiki/bin/view/CMS/BtagRecommendation106XUL18 | ||
| deepCSVWP = { | ||
| 'BvsAll': 0.1208, # loose | ||
| 'CvsL': 0.153, # medium | ||
| 'CvsB': 0.363, # medium | ||
| } | ||
|
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| DeepCSVDiscriminators = { | ||
| 'BvsAll': cms.PSet( | ||
| bTagGenericAnalysisBlock, | ||
|
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| folder = cms.string('DeepCSV_BvsAll'), | ||
| CTagPlots = cms.bool(False), | ||
| discrCut = cms.double(deepCSVWP['BvsAll']), | ||
| numerator = cms.vstring( | ||
| 'pfDeepCSVJetTags:probb', | ||
| 'pfDeepCSVJetTags:probbb', | ||
| ), | ||
| denominator = cms.vstring(), | ||
| ), | ||
|
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||
| 'CvsL': cms.PSet( | ||
| cTagGenericAnalysisBlock, | ||
|
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| folder = cms.string('DeepCSV_CvsL'), | ||
| CTagPlots = cms.bool(True), | ||
| discrCut = cms.double(deepCSVWP['CvsL']), | ||
| numerator = cms.vstring('pfDeepCSVJetTags:probc'), | ||
| denominator = cms.vstring( | ||
| 'pfDeepCSVJetTags:probc', | ||
| 'pfDeepCSVJetTags:probudsg', | ||
| ), | ||
| ), | ||
|
|
||
| 'CvsB': cms.PSet( | ||
| cTagGenericAnalysisBlock, | ||
|
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| folder = cms.string('DeepCSV_CvsB'), | ||
| CTagPlots = cms.bool(True), | ||
| discrCut = cms.double(deepCSVWP['CvsB']), | ||
| numerator = cms.vstring('pfDeepCSVJetTags:probc'), | ||
| denominator = cms.vstring( | ||
| 'pfDeepCSVJetTags:probc', | ||
| 'pfDeepCSVJetTags:probb', | ||
| 'pfDeepCSVJetTags:probbb', | ||
| ), | ||
| ), | ||
| } | ||
|
|
||
|
|
||
| ############################################################ | ||
| # | ||
| # DeepFlavour (aka DeepJet) | ||
| # | ||
| ############################################################ | ||
| # Summer23BPix Working points | ||
| deepFlavourWP = { | ||
| 'BvsAll': 0.048, # loose | ||
| 'CvsL': 0.102, # medium | ||
| 'CvsB': 0.328, # medium | ||
| } | ||
|
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||
| DeepFlavourDiscriminators = { | ||
| 'BvsAll': cms.PSet( | ||
| bTagGenericAnalysisBlock, | ||
|
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||
| folder = cms.string('DeepFlavour_BvsAll'), | ||
| CTagPlots = cms.bool(False), | ||
| discrCut = cms.double(deepFlavourWP['BvsAll']), | ||
| numerator = cms.vstring( | ||
| 'pfDeepFlavourJetTags:probb', | ||
| 'pfDeepFlavourJetTags:probbb', | ||
| 'pfDeepFlavourJetTags:problepb', | ||
| ), | ||
| denominator = cms.vstring(), | ||
| ), | ||
|
|
||
| 'CvsL': cms.PSet( | ||
| cTagGenericAnalysisBlock, | ||
|
|
||
| folder = cms.string('DeepFlavour_CvsL'), | ||
| CTagPlots = cms.bool(True), | ||
| discrCut = cms.double(deepFlavourWP['CvsL']), | ||
| numerator = cms.vstring('pfDeepFlavourJetTags:probc'), | ||
| denominator = cms.vstring( | ||
| 'pfDeepFlavourJetTags:probc', | ||
| 'pfDeepFlavourJetTags:probuds', | ||
| 'pfDeepFlavourJetTags:probg', | ||
| ), | ||
| ), | ||
|
|
||
| 'CvsB': cms.PSet( | ||
| cTagGenericAnalysisBlock, | ||
|
|
||
| folder = cms.string('DeepFlavour_CvsB'), | ||
| CTagPlots = cms.bool(True), | ||
| discrCut = cms.double(deepFlavourWP['CvsB']), | ||
| numerator = cms.vstring('pfDeepFlavourJetTags:probc'), | ||
| denominator = cms.vstring( | ||
| 'pfDeepFlavourJetTags:probc', | ||
| 'pfDeepFlavourJetTags:probb', | ||
| 'pfDeepFlavourJetTags:probbb', | ||
| 'pfDeepFlavourJetTags:problepb', | ||
| ), | ||
| ), | ||
| } | ||
|
|
||
| ############################################################ | ||
| # | ||
| # AK4 ParticleNet for Puppi jets | ||
| # | ||
| ############################################################ | ||
| from RecoBTag.ONNXRuntime.pfParticleNetFromMiniAODAK4_cff import _pfParticleNetFromMiniAODAK4PuppiCentralJetTagsMetaDiscr as pfParticleNetFromMiniAODAK4PuppiCentralJetTagsMetaDiscr | ||
| from RecoBTag.ONNXRuntime.pfParticleNetFromMiniAODAK4_cff import _pfParticleNetFromMiniAODAK4PuppiForwardJetTagsMetaDiscr as pfParticleNetFromMiniAODAK4PuppiForwardJetTagsMetaDiscr | ||
|
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| ParticleNetPuppiCentralDiscriminators = {} | ||
|
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||
| for meta_tagger in pfParticleNetFromMiniAODAK4PuppiCentralJetTagsMetaDiscr: | ||
| discr = meta_tagger.split(':')[1] | ||
|
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||
| commonTaggerConfig = cms.PSet( | ||
| folder = cms.string('ParticleNetCentral_'+discr), | ||
| numerator = cms.vstring(meta_tagger), | ||
| denominator = cms.vstring(), | ||
| discrCut = cms.double(0.3),#Dummy, | ||
| CTagPlots = cms.bool(False) | ||
| ) | ||
| if "Bvs" in discr: | ||
| ParticleNetPuppiCentralDiscriminators[discr] = cms.PSet( | ||
| commonTaggerConfig, | ||
| bTagGenericAnalysisBlock | ||
| ) | ||
| if "BvsAll" in discr: | ||
| ParticleNetPuppiCentralDiscriminators[discr].discrCut = cms.double(0.0359)#Summer23BPix Loose WP | ||
| elif "Cvs" in discr: | ||
| ParticleNetPuppiCentralDiscriminators[discr] = cms.PSet( | ||
| commonTaggerConfig, | ||
| cTagGenericAnalysisBlock, | ||
| ) | ||
| ParticleNetPuppiCentralDiscriminators[discr].CTagPlots = True | ||
| if "CvsB" in discr: | ||
| ParticleNetPuppiCentralDiscriminators[discr].discrCut = cms.double(0.358)#Summer23BPix Medium WP | ||
| if "CvsL" in discr: | ||
| ParticleNetPuppiCentralDiscriminators[discr].discrCut = cms.double(0.149)#Summer23BPix Medium WP | ||
| elif "TauVs" in discr: | ||
| ParticleNetPuppiCentralDiscriminators[discr] = cms.PSet( | ||
| commonTaggerConfig, | ||
| cTagGenericAnalysisBlock | ||
| ) | ||
| elif "QvsG" in discr: | ||
| ParticleNetPuppiCentralDiscriminators[discr] = cms.PSet( | ||
| commonTaggerConfig, | ||
| cTagGenericAnalysisBlock | ||
| ) | ||
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||
| ParticleNetPuppiForwardDiscriminators = {} | ||
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| for meta_tagger in pfParticleNetFromMiniAODAK4PuppiForwardJetTagsMetaDiscr: | ||
| discr = meta_tagger.split(':')[1] | ||
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||
| commonTaggerConfig = cms.PSet( | ||
| folder = cms.string('ParticleNetForward_'+discr), | ||
| numerator = cms.vstring(meta_tagger), | ||
| denominator = cms.vstring(), | ||
| discrCut = cms.double(0.3),#Dummy, | ||
| CTagPlots = cms.bool(False) | ||
| ) | ||
| if "QvsG" in discr: | ||
| ParticleNetPuppiForwardDiscriminators[discr] = cms.PSet( | ||
| commonTaggerConfig, | ||
| qgTagGenericAnalysisBlock, | ||
| ) | ||
|
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||
| ############################################################ | ||
| # | ||
| # UParT | ||
| # | ||
| ############################################################ | ||
| from RecoBTag.ONNXRuntime.pfUnifiedParticleTransformerAK4_cff import _pfUnifiedParticleTransformerAK4JetTagsMetaDiscrs as pfUnifiedParticleTransformerAK4JetTagsMetaDiscrs | ||
|
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||
| UParTDiscriminators = {} | ||
| # | ||
| # | ||
| # | ||
| for meta_tagger in pfUnifiedParticleTransformerAK4JetTagsMetaDiscrs: | ||
| discr = meta_tagger.split(':')[1] #split input tag to get thcde producer label | ||
| # | ||
| # | ||
| # | ||
| commonTaggerConfig = cms.PSet( | ||
| folder = cms.string('UParT_'+discr), | ||
| numerator = cms.vstring(meta_tagger), | ||
| denominator = cms.vstring(), | ||
| discrCut = cms.double(0.3),#Dummy, | ||
| CTagPlots = cms.bool(False) | ||
| ) | ||
| if "Bvs" in discr: | ||
| UParTDiscriminators[discr] = cms.PSet( | ||
| commonTaggerConfig, | ||
| bTagGenericAnalysisBlock | ||
| ) | ||
| elif "Cvs" in discr: | ||
| UParTDiscriminators[discr] = cms.PSet( | ||
| commonTaggerConfig, | ||
| cTagGenericAnalysisBlock, | ||
| ) | ||
| UParTDiscriminators[discr].CTagPlots = True | ||
| elif "QvsG" in discr: | ||
| UParTDiscriminators[discr] = cms.PSet( | ||
| commonTaggerConfig, | ||
| cTagGenericAnalysisBlock | ||
| ) | ||
| elif "Svs" in discr: | ||
| UParTDiscriminators[discr] = cms.PSet( | ||
| commonTaggerConfig, | ||
| cTagGenericAnalysisBlock | ||
| ) | ||
| elif "TauVs" in discr: | ||
| UParTDiscriminators[discr] = cms.PSet( | ||
| commonTaggerConfig, | ||
| cTagGenericAnalysisBlock | ||
| ) | ||
|
|
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