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import FWCore.ParameterSet.Config as cms
from DQMServices.Core.DQMEDAnalyzer import DQMEDAnalyzer
from DQMServices.Core.DQMEDHarvester import DQMEDHarvester
from DQMOffline.RecoB.bTagMiniDQMTaggers import DeepCSVDiscriminators
from DQMOffline.RecoB.bTagMiniDQMTaggers import DeepFlavourDiscriminators
from DQMOffline.RecoB.bTagMiniDQMTaggers import ParticleNetPuppiCentralDiscriminators
from DQMOffline.RecoB.bTagMiniDQMTaggers import ParticleNetPuppiForwardDiscriminators
from DQMOffline.RecoB.bTagMiniDQMTaggers import UParTDiscriminators
from PhysicsTools.PatAlgos.producersLayer1.jetProducer_cff import patJets
# add jets with pfSecondaryVertexTagInfos
patJetsSVInfo = patJets.clone(
tagInfoSources = ['pfSecondaryVertexTagInfos'],
addTagInfos = True
)
patJetsSVInfoTask = cms.Task(patJetsSVInfo)
bTagSVDQM = DQMEDAnalyzer('MiniAODSVAnalyzer', cms.PSet(
JetTag = cms.InputTag('patJetsSVInfo'),
svTagInfo = cms.string('pfSecondaryVertex'),
ptMin = cms.double(30.),
etaMax = cms.double(2.5),
)
)
bTagMiniDQMGlobal = cms.PSet(
JetTag = cms.InputTag('slimmedJetsPuppi'),
MClevel = cms.int32(0),
differentialPlots = cms.bool(True),
ptActive = cms.bool(False),
ptMin = cms.double(30.),
ptMax = cms.double(40000.),
)
bTagMiniValidationGlobal = bTagMiniDQMGlobal.clone(
MClevel = 1 # produce flavour plots for b, c ,light (dusg)
)
bTagMiniValidationGlobalUParT = bTagMiniDQMGlobal.clone(
MClevel = 4 # produce flavour plots for b, c ,light (dusg)
)
# Eta regions
Etaregions = {
'Global': cms.PSet(
etaActive = cms.bool(False),
etaMin = cms.double(0.),
etaMax = cms.double(2.5),
),
'Barrel': cms.PSet(
etaActive = cms.bool(True),
etaMin = cms.double(0.),
etaMax = cms.double(1.4),
),
'Endcap': cms.PSet(
etaActive = cms.bool(True),
etaMin = cms.double(1.4),
etaMax = cms.double(2.5),
),
}
# For DQM
bTagMiniDQMSource = cms.Sequence(bTagSVDQM, patJetsSVInfoTask)
bTagMiniDQMHarvesting = cms.Sequence()
# For Validation
bTagMiniValidationSource = cms.Sequence(bTagSVDQM, patJetsSVInfoTask)
bTagMiniValidationHarvesting = cms.Sequence()
#####################################################################################
#
# Setup DQM and Validation plots for DeepJet, ParticleNet and UParT taggers' outputs
#
#####################################################################################
def addSequences(Analyzer, Harvester, discriminators, regions, globalPSet, label='bTag'):
for discr in discriminators.keys():
for region in regions.keys():
name = label + discr + region
globals()[name + 'Analyzer'] = DQMEDAnalyzer('MiniAODTaggerAnalyzer', cms.PSet(globalPSet, discriminators[discr], regions[region]))
globals()[name + 'Harvester'] = DQMEDHarvester('MiniAODTaggerHarvester', cms.PSet(globalPSet, discriminators[discr], regions[region]))
Analyzer.insert(-1, globals()[name + 'Analyzer'])
Harvester.insert(-1, globals()[name + 'Harvester'])
taggersToAnalyze = {
'bTagDeepFlavour': {
'discriminators': DeepFlavourDiscriminators,
'regions':Etaregions
},
'bTagDeepCSV': {
'discriminators': DeepCSVDiscriminators,
'regions':Etaregions
},
'bTagParticleNetCentral': {
'discriminators': ParticleNetPuppiCentralDiscriminators,
'regions': Etaregions
},
'bTagParticleNetForward': {
'discriminators': ParticleNetPuppiForwardDiscriminators,
'regions': {
'Forward': cms.PSet(
etaActive = cms.bool(True),
etaMin = cms.double(2.5),
etaMax = cms.double(5.0),
),
},
},
'bTagUParT': {
'discriminators': UParTDiscriminators,
'regions': Etaregions
}
}
for tagger in taggersToAnalyze:
# DQM
addSequences(bTagMiniDQMSource,
bTagMiniDQMHarvesting,
discriminators=taggersToAnalyze[tagger]['discriminators'],
regions=taggersToAnalyze[tagger]['regions'],
globalPSet=bTagMiniDQMGlobal,
label=tagger+'DQM')
# Validation
addSequences(bTagMiniValidationSource,
bTagMiniValidationHarvesting,
discriminators=taggersToAnalyze[tagger]['discriminators'],
regions=taggersToAnalyze[tagger]['regions'],
globalPSet=bTagMiniValidationGlobalUParT if "UParT" in tagger else bTagMiniValidationGlobal,
label=tagger+'Validation')
#####################################################################################
#
# Setup Validation plots for DeepJet, ParticleNet and UParT taggers' inputs
#
#####################################################################################
# Jets in the tracker-coverage region
patJetsPuppiTagInfoAnalyzerDQM = DQMEDAnalyzer('MiniAODTagInfoAnalyzer', cms.PSet(
jets = cms.InputTag('updatedPatJetsSlimmedPuppiWithDeepTags'),
jetTagInfos = cms.vstring(
"pfDeepFlavourTagInfosSlimmedPuppiWithDeepTags",
"pfParticleNetFromMiniAODAK4PuppiCentralTagInfosSlimmedPuppiWithDeepTags",
"pfUnifiedParticleTransformerAK4TagInfosSlimmedPuppiWithDeepTags",
),
ptMin = cms.double(30.),
absEtaMin = cms.double(0.0),
absEtaMax = cms.double(2.5),
jetPartonFlavour = cms.int32(-1),#Inclusive flavour since DQM is for data
)
)
bTagMiniDQMSource += patJetsPuppiTagInfoAnalyzerDQM
# Jets outside tracker-coverage region. Only ParticleNet
patJetsPuppiForwardTagInfoAnalyzerDQM = patJetsPuppiTagInfoAnalyzerDQM.clone(
jetTagInfos = cms.vstring(
"pfParticleNetFromMiniAODAK4PuppiForwardTagInfosSlimmedPuppiWithDeepTags",
),
absEtaMin = cms.double(2.5),
absEtaMax = cms.double(5.0),
jetPartonFlavour = cms.int32(-1),#Inclusive flavour since DQM is for data
)
bTagMiniDQMSource += patJetsPuppiForwardTagInfoAnalyzerDQM
#####################################################################################
#
# Setup Validation plots for DeepJet, ParticleNet and UParT taggers' inputs
#
#####################################################################################
# Jets in the tracker-coverage region (Inclusive flavour)
patJetsPuppiTagInfoAnalyzerValidation = patJetsPuppiTagInfoAnalyzerDQM.clone()
bTagMiniValidationSource += patJetsPuppiTagInfoAnalyzerValidation
# Jets in the tracker-coverage region (B flavour)
patJetsPuppiTagInfoAnalyzerBJetsValidation = patJetsPuppiTagInfoAnalyzerValidation.clone(jetPartonFlavour=5)
bTagMiniValidationSource += patJetsPuppiTagInfoAnalyzerBJetsValidation
# Jets in the tracker-coverage region (C flavour)
patJetsPuppiTagInfoAnalyzerCJetsValidation = patJetsPuppiTagInfoAnalyzerValidation.clone(jetPartonFlavour=4)
bTagMiniValidationSource += patJetsPuppiTagInfoAnalyzerCJetsValidation
# Jets in the tracker-coverage region (L flavour: uds+g)
patJetsPuppiTagInfoAnalyzerLJetsValidation = patJetsPuppiTagInfoAnalyzerValidation.clone(jetPartonFlavour=1)
bTagMiniValidationSource += patJetsPuppiTagInfoAnalyzerLJetsValidation
# Jets outside tracker-coverage region (Inclusive flavour). Only ParticleNet
patJetsPuppiForwardTagInfoAnalyzerValidation = patJetsPuppiForwardTagInfoAnalyzerDQM.clone()
bTagMiniValidationSource += patJetsPuppiForwardTagInfoAnalyzerValidation
#####################################################################################
#
# Setup modifiers here
#
#####################################################################################
from Configuration.ProcessModifiers.pp_on_AA_cff import pp_on_AA
from Configuration.ProcessModifiers.miniAOD_skip_trackExtras_cff import miniAOD_skip_trackExtras
toExcludeDQMSource_pp_on_AA = [
bTagSVDQM,
patJetsSVInfoTask,
patJetsPuppiTagInfoAnalyzerDQM,
patJetsPuppiForwardTagInfoAnalyzerDQM,
]
toExcludeValidationSource_pp_on_AA = [
bTagSVDQM,
patJetsSVInfoTask,
patJetsPuppiTagInfoAnalyzerValidation,
patJetsPuppiTagInfoAnalyzerBJetsValidation,
patJetsPuppiTagInfoAnalyzerCJetsValidation,
patJetsPuppiTagInfoAnalyzerLJetsValidation,
patJetsPuppiForwardTagInfoAnalyzerValidation
]
_mAOD = (pp_on_AA | miniAOD_skip_trackExtras)
_mAOD.toReplaceWith(bTagMiniDQMSource, bTagMiniDQMSource.copyAndExclude(toExcludeDQMSource_pp_on_AA))
_mAOD.toReplaceWith(bTagMiniValidationSource, bTagMiniValidationSource.copyAndExclude(toExcludeValidationSource_pp_on_AA))
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