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applySubstructure_cff.py
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import FWCore.ParameterSet.Config as cms
from PhysicsTools.PatAlgos.tools.helpers import getPatAlgosToolsTask, addToProcessAndTask
def applySubstructure( process, postfix="" ) :
task = getPatAlgosToolsTask(process)
from PhysicsTools.PatAlgos.tools.jetTools import addJetCollection
from PhysicsTools.PatAlgos.producersLayer1.jetProducer_cfi import _patJets as patJetsDefault
# Configure the RECO jets
from RecoJets.JetProducers.ak4PFJets_cfi import ak4PFJetsPuppi
from RecoJets.JetProducers.ak8PFJets_cfi import ak8PFJetsPuppi, ak8PFJetsPuppiSoftDrop, ak8PFJetsPuppiConstituents, ak8PFJetsCHSConstituents
from RecoJets.JetProducers.ak8GenJets_cfi import ak8GenJets, ak8GenJetsSoftDrop, ak8GenJetsConstituents
addToProcessAndTask('ak4PFJetsPuppi'+postfix,ak4PFJetsPuppi.clone(), process, task)
addToProcessAndTask('ak8PFJetsPuppi'+postfix,ak8PFJetsPuppi.clone(), process, task)
addToProcessAndTask('ak8PFJetsPuppiConstituents', ak8PFJetsPuppiConstituents.clone(cut = cms.string('pt > 170.0 && abs(rapidity()) < 2.4') ), process, task )
addToProcessAndTask('ak8PFJetsCHSConstituents', ak8PFJetsCHSConstituents.clone(), process, task )
addToProcessAndTask('ak8PFJetsPuppiSoftDrop'+postfix, ak8PFJetsPuppiSoftDrop.clone( src = cms.InputTag('ak8PFJetsPuppiConstituents', 'constituents') ), process, task)
addToProcessAndTask('ak8GenJetsNoNuConstituents'+postfix, ak8GenJetsConstituents.clone(src='ak8GenJetsNoNu'), process, task )
addToProcessAndTask('ak8GenJetsNoNuSoftDrop'+postfix,ak8GenJetsSoftDrop.clone(src=cms.InputTag('ak8GenJetsNoNuConstituents'+postfix, 'constituents')),process,task)
addToProcessAndTask('slimmedGenJetsAK8SoftDropSubJets'+postfix,
cms.EDProducer("PATGenJetSlimmer",
src = cms.InputTag("ak8GenJetsNoNuSoftDrop"+postfix, "SubJets"),
packedGenParticles = cms.InputTag("packedGenParticles"),
cut = cms.string(""),
cutLoose = cms.string(""),
nLoose = cms.uint32(0),
clearDaughters = cms.bool(False), #False means rekeying
dropSpecific = cms.bool(True), # Save space
), process, task )
#add AK8 CHS
addJetCollection(process, postfix=postfix, labelName = 'AK8',
jetSource = cms.InputTag('ak8PFJetsCHS'+postfix),
algo= 'AK', rParam = 0.8,
btagDiscriminators = ['None'],
jetCorrections = ('AK8PFchs', cms.vstring(['L1FastJet', 'L2Relative', 'L3Absolute']), 'None'),
genJetCollection = cms.InputTag('slimmedGenJetsAK8')
)
getattr(process,"patJetsAK8"+postfix).userData.userFloats.src = [] # start with empty list of user floats
getattr(process,"selectedPatJetsAK8").cut = cms.string("pt > 170")
## add AK8 groomed masses with CHS
from RecoJets.Configuration.RecoPFJets_cff import ak8PFJetsCHSPruned, ak8PFJetsCHSSoftDrop
addToProcessAndTask('ak8PFJetsCHSPruned'+postfix, ak8PFJetsCHSPruned.clone(), process, task)
addToProcessAndTask('ak8PFJetsCHSSoftDrop'+postfix, ak8PFJetsCHSSoftDrop.clone(), process, task)
from RecoJets.JetProducers.ak8PFJetsCHS_groomingValueMaps_cfi import ak8PFJetsCHSPrunedMass, ak8PFJetsCHSTrimmedMass, ak8PFJetsCHSFilteredMass, ak8PFJetsCHSSoftDropMass
addToProcessAndTask('ak8PFJetsCHSPrunedMass'+postfix, ak8PFJetsCHSPrunedMass.clone(), process, task)
addToProcessAndTask('ak8PFJetsCHSTrimmedMass'+postfix, ak8PFJetsCHSTrimmedMass.clone(), process, task)
addToProcessAndTask('ak8PFJetsCHSFilteredMass'+postfix, ak8PFJetsCHSFilteredMass.clone(), process, task)
addToProcessAndTask('ak8PFJetsCHSSoftDropMass'+postfix, ak8PFJetsCHSSoftDropMass.clone(), process, task)
getattr(process,"patJetsAK8").userData.userFloats.src += ['ak8PFJetsCHSPrunedMass'+postfix,'ak8PFJetsCHSSoftDropMass'+postfix]
getattr(process,"patJetsAK8").addTagInfos = cms.bool(False)
# add Njetiness for CHS
process.load('RecoJets.JetProducers.nJettinessAdder_cfi')
task.add(process.Njettiness)
addToProcessAndTask('NjettinessAK8'+postfix, process.Njettiness.clone(), process, task)
getattr(process,"NjettinessAK8").src = cms.InputTag("ak8PFJetsCHS"+postfix)
getattr(process,"NjettinessAK8").cone = cms.double(0.8)
getattr(process,"patJetsAK8").userData.userFloats.src += ['NjettinessAK8'+postfix+':tau1','NjettinessAK8'+postfix+':tau2','NjettinessAK8'+postfix+':tau3','NjettinessAK8'+postfix+':tau4']
# add Njetiness from CHS
addToProcessAndTask('NjettinessAK8Subjets'+postfix, process.Njettiness.clone(), process, task)
getattr(process,"NjettinessAK8Subjets"+postfix).src = cms.InputTag("ak8PFJetsPuppiSoftDrop"+postfix, "SubJets")
getattr(process,"NjettinessAK8Subjets").cone = cms.double(0.8)
## PATify CHS soft drop fat jets
addJetCollection(
process,
postfix=postfix,
labelName = 'AK8PFCHSSoftDrop',
jetSource = cms.InputTag('ak8PFJetsCHSSoftDrop'+postfix),
btagDiscriminators = ['None'],
jetCorrections = ('AK8PFchs', ['L1FastJet', 'L2Relative', 'L3Absolute'], 'None'),
getJetMCFlavour = False # jet flavor disabled
)
#add RECO AK8 from PUPPI and RECO AK8 PUPPI with soft drop... will be needed by ungroomed AK8 jets later
## PATify puppi soft drop fat jets
addJetCollection(
process,
postfix=postfix,
labelName = 'AK8PFPuppiSoftDrop' + postfix,
jetSource = cms.InputTag('ak8PFJetsPuppiSoftDrop'+postfix),
btagDiscriminators = ['None'],
genJetCollection = cms.InputTag('slimmedGenJetsAK8'),
jetCorrections = ('AK8PFPuppi', ['L2Relative', 'L3Absolute'], 'None'),
getJetMCFlavour = False # jet flavor disabled
)
## PATify soft drop subjets
addJetCollection(
process,
postfix=postfix,
labelName = 'AK8PFPuppiSoftDropSubjets',
jetSource = cms.InputTag('ak8PFJetsPuppiSoftDrop'+postfix,'SubJets'),
algo = 'ak', # needed for subjet flavor clustering
rParam = 0.8, # needed for subjet flavor clustering
btagDiscriminators = ['pfDeepCSVJetTags:probb', 'pfDeepCSVJetTags:probbb', 'pfCombinedInclusiveSecondaryVertexV2BJetTags','pfCombinedMVAV2BJetTags'],
jetCorrections = ('AK4PFPuppi', ['L2Relative', 'L3Absolute'], 'None'),
explicitJTA = True, # needed for subjet b tagging
svClustering = True, # needed for subjet b tagging
genJetCollection = cms.InputTag('slimmedGenJetsAK8SoftDropSubJets'),
fatJets=cms.InputTag('ak8PFJetsPuppi'), # needed for subjet flavor clustering
groomedFatJets=cms.InputTag('ak8PFJetsPuppiSoftDrop') # needed for subjet flavor clustering
)
# add groomed ECFs and N-subjettiness to soft dropped pat::Jets for fat jets and subjets
process.load('RecoJets.JetProducers.ECF_cff')
addToProcessAndTask('nb1AK8PuppiSoftDrop'+postfix, process.ecfNbeta1.clone(src = cms.InputTag("ak8PFJetsPuppiSoftDrop"+postfix), cuts = cms.vstring('', '', 'pt > 250')), process, task)
addToProcessAndTask('nb2AK8PuppiSoftDrop'+postfix, process.ecfNbeta2.clone(src = cms.InputTag("ak8PFJetsPuppiSoftDrop"+postfix), cuts = cms.vstring('', '', 'pt > 250')), process, task)
#too slow now ==> disable
from Configuration.Eras.Modifier_pp_on_AA_2018_cff import pp_on_AA_2018
from Configuration.Eras.Modifier_pp_on_XeXe_2017_cff import pp_on_XeXe_2017
from Configuration.Eras.Modifier_phase2_common_cff import phase2_common
for e in [pp_on_XeXe_2017, pp_on_AA_2018, phase2_common]:
e.toModify(getattr(process,'nb1AK8PuppiSoftDrop'+postfix), cuts = ['pt > 999999', 'pt > 999999', 'pt > 999999'] )
e.toModify(getattr(process,'nb2AK8PuppiSoftDrop'+postfix), cuts = ['pt > 999999', 'pt > 999999', 'pt > 999999'] )
getattr(process,"patJetsAK8PFPuppiSoftDrop").userData.userFloats.src += ['nb1AK8PuppiSoftDrop'+postfix+':ecfN2','nb1AK8PuppiSoftDrop'+postfix+':ecfN3']
getattr(process,"patJetsAK8PFPuppiSoftDrop").userData.userFloats.src += ['nb2AK8PuppiSoftDrop'+postfix+':ecfN2','nb2AK8PuppiSoftDrop'+postfix+':ecfN3']
addToProcessAndTask('nb1AK8PuppiSoftDropSubjets'+postfix, process.ecfNbeta1.clone(src = cms.InputTag("ak8PFJetsPuppiSoftDrop"+postfix, "SubJets")), process, task)
addToProcessAndTask('nb2AK8PuppiSoftDropSubjets'+postfix, process.ecfNbeta2.clone(src = cms.InputTag("ak8PFJetsPuppiSoftDrop"+postfix, "SubJets")), process, task)
getattr(process,"patJetsAK8PFPuppiSoftDropSubjets"+postfix).userData.userFloats.src += ['nb1AK8PuppiSoftDropSubjets'+postfix+':ecfN2','nb1AK8PuppiSoftDropSubjets'+postfix+':ecfN3']
getattr(process,"patJetsAK8PFPuppiSoftDropSubjets"+postfix).userData.userFloats.src += ['nb2AK8PuppiSoftDropSubjets'+postfix+':ecfN2','nb2AK8PuppiSoftDropSubjets'+postfix+':ecfN3']
getattr(process,"patJetsAK8PFPuppiSoftDropSubjets"+postfix).userData.userFloats.src += ['NjettinessAK8Subjets'+postfix+':tau1','NjettinessAK8Subjets'+postfix+':tau2','NjettinessAK8Subjets'+postfix+':tau3','NjettinessAK8Subjets'+postfix+':tau4']
for e in [pp_on_XeXe_2017, pp_on_AA_2018, phase2_common]:
e.toModify(getattr(process,'nb1AK8PuppiSoftDropSubjets'+postfix), cuts = ['pt > 999999', 'pt > 999999', 'pt > 999999'] )
e.toModify(getattr(process,'nb2AK8PuppiSoftDropSubjets'+postfix), cuts = ['pt > 999999', 'pt > 999999', 'pt > 999999'] )
# rekey the groomed ECF value maps to the ungroomed reco jets, which will then be picked
# up by PAT in the user floats.
addToProcessAndTask("ak8PFJetsPuppiSoftDropValueMap"+postfix,
cms.EDProducer("RecoJetToPatJetDeltaRValueMapProducer",
src = cms.InputTag("ak8PFJetsPuppi"+postfix),
matched = cms.InputTag("patJetsAK8PFPuppiSoftDrop"+postfix),
distMax = cms.double(0.8),
values = cms.vstring([
'userFloat("nb1AK8PuppiSoftDrop'+postfix+':ecfN2")',
'userFloat("nb1AK8PuppiSoftDrop'+postfix+':ecfN3")',
'userFloat("nb2AK8PuppiSoftDrop'+postfix+':ecfN2")',
'userFloat("nb2AK8PuppiSoftDrop'+postfix+':ecfN3")',
]),
valueLabels = cms.vstring( [
'nb1AK8PuppiSoftDropN2',
'nb1AK8PuppiSoftDropN3',
'nb2AK8PuppiSoftDropN2',
'nb2AK8PuppiSoftDropN3',
]) ),
process, task)
# Patify AK8 PF PUPPI
addJetCollection(process, postfix=postfix, labelName = 'AK8Puppi',
jetSource = cms.InputTag('ak8PFJetsPuppi'+postfix),
algo= 'AK', rParam = 0.8,
jetCorrections = ('AK8PFPuppi', cms.vstring(['L2Relative', 'L3Absolute']), 'None'),
btagDiscriminators = ([
'pfCombinedSecondaryVertexV2BJetTags',
'pfCombinedInclusiveSecondaryVertexV2BJetTags',
'pfCombinedMVAV2BJetTags',
'pfDeepCSVJetTags:probb',
'pfDeepCSVJetTags:probc',
'pfDeepCSVJetTags:probudsg',
'pfDeepCSVJetTags:probbb',
'pfBoostedDoubleSecondaryVertexAK8BJetTags']),
genJetCollection = cms.InputTag('slimmedGenJetsAK8')
)
getattr(process,"patJetsAK8Puppi"+postfix).userData.userFloats.src = [] # start with empty list of user floats
getattr(process,"selectedPatJetsAK8Puppi"+postfix).cut = cms.string("pt > 100")
getattr(process,"selectedPatJetsAK8Puppi"+postfix).cutLoose = cms.string("pt > 30")
getattr(process,"selectedPatJetsAK8Puppi"+postfix).nLoose = cms.uint32(3)
from RecoJets.JetAssociationProducers.j2tParametersVX_cfi import j2tParametersVX
addToProcessAndTask('ak8PFJetsPuppiTracksAssociatorAtVertex'+postfix, cms.EDProducer("JetTracksAssociatorAtVertex",
j2tParametersVX.clone( coneSize = cms.double(0.8) ),
jets = cms.InputTag("ak8PFJetsPuppi") ),
process, task)
addToProcessAndTask('patJetAK8PuppiCharge'+postfix, cms.EDProducer("JetChargeProducer",
src = cms.InputTag("ak8PFJetsPuppiTracksAssociatorAtVertex"),
var = cms.string('Pt'),
exp = cms.double(1.0) ),
process, task)
## now add AK8 groomed masses and ECF
from RecoJets.JetProducers.ak8PFJetsPuppi_groomingValueMaps_cfi import ak8PFJetsPuppiSoftDropMass
addToProcessAndTask('ak8PFJetsPuppiSoftDropMass'+postfix, ak8PFJetsPuppiSoftDropMass.clone(), process, task)
getattr(process,"patJetsAK8Puppi"+postfix).userData.userFloats.src += ['ak8PFJetsPuppiSoftDropMass'+postfix]
getattr(process,"patJetsAK8Puppi"+postfix).addTagInfos = cms.bool(False)
getattr(process,"patJetsAK8Puppi"+postfix).userData.userFloats.src += [
cms.InputTag('ak8PFJetsPuppiSoftDropValueMap'+postfix,'nb1AK8PuppiSoftDropN2'),
cms.InputTag('ak8PFJetsPuppiSoftDropValueMap'+postfix,'nb1AK8PuppiSoftDropN3'),
cms.InputTag('ak8PFJetsPuppiSoftDropValueMap'+postfix,'nb2AK8PuppiSoftDropN2'),
cms.InputTag('ak8PFJetsPuppiSoftDropValueMap'+postfix,'nb2AK8PuppiSoftDropN3'),
]
# add PUPPI Njetiness
addToProcessAndTask('NjettinessAK8Puppi'+postfix, process.Njettiness.clone(), process, task)
getattr(process,"NjettinessAK8Puppi"+postfix).src = cms.InputTag("ak8PFJetsPuppi"+postfix)
getattr(process,"NjettinessAK8Puppi").cone = cms.double(0.8)
getattr(process,"patJetsAK8Puppi").userData.userFloats.src += ['NjettinessAK8Puppi'+postfix+':tau1','NjettinessAK8Puppi'+postfix+':tau2','NjettinessAK8Puppi'+postfix+':tau3','NjettinessAK8Puppi'+postfix+':tau4']
# Now combine the CHS and PUPPI information into the PUPPI jets via delta R value maps
addToProcessAndTask("ak8PFJetsCHSValueMap"+postfix, cms.EDProducer("RecoJetToPatJetDeltaRValueMapProducer",
src = cms.InputTag("ak8PFJetsPuppi"+postfix),
matched = cms.InputTag("patJetsAK8"+postfix),
distMax = cms.double(0.8),
values = cms.vstring([
'userFloat("ak8PFJetsCHSPrunedMass"'+postfix+')',
'userFloat("ak8PFJetsCHSSoftDropMass"'+postfix+')',
'userFloat("NjettinessAK8'+postfix+':tau1")',
'userFloat("NjettinessAK8'+postfix+':tau2")',
'userFloat("NjettinessAK8'+postfix+':tau3")',
'userFloat("NjettinessAK8'+postfix+':tau4")',
'pt','eta','phi','mass'
]),
valueLabels = cms.vstring( [
'ak8PFJetsCHSPrunedMass',
'ak8PFJetsCHSSoftDropMass',
'NjettinessAK8CHSTau1',
'NjettinessAK8CHSTau2',
'NjettinessAK8CHSTau3',
'NjettinessAK8CHSTau4',
'pt','eta','phi','mass'
]) ),
process, task)
# Now set up the user floats
getattr(process,"patJetsAK8Puppi"+postfix).userData.userFloats.src += [
cms.InputTag('ak8PFJetsCHSValueMap'+postfix,'ak8PFJetsCHSPrunedMass'),
cms.InputTag('ak8PFJetsCHSValueMap'+postfix,'ak8PFJetsCHSSoftDropMass'),
cms.InputTag('ak8PFJetsCHSValueMap'+postfix,'NjettinessAK8CHSTau1'),
cms.InputTag('ak8PFJetsCHSValueMap'+postfix,'NjettinessAK8CHSTau2'),
cms.InputTag('ak8PFJetsCHSValueMap'+postfix,'NjettinessAK8CHSTau3'),
cms.InputTag('ak8PFJetsCHSValueMap'+postfix,'NjettinessAK8CHSTau4'),
cms.InputTag('ak8PFJetsCHSValueMap'+postfix,'pt'),
cms.InputTag('ak8PFJetsCHSValueMap'+postfix,'eta'),
cms.InputTag('ak8PFJetsCHSValueMap'+postfix,'phi'),
cms.InputTag('ak8PFJetsCHSValueMap'+postfix,'mass'),
]
addToProcessAndTask("slimmedJetsAK8PFPuppiSoftDropSubjets"+postfix,
cms.EDProducer("PATJetSlimmer",
src = cms.InputTag("selectedPatJetsAK8PFPuppiSoftDropSubjets"),
packedPFCandidates = cms.InputTag("packedPFCandidates"),
dropJetVars = cms.string("1"),
dropDaughters = cms.string("0"),
rekeyDaughters = cms.string("1"),
dropTrackRefs = cms.string("1"),
dropSpecific = cms.string("1"),
dropTagInfos = cms.string("1"),
modifyJets = cms.bool(True),
mixedDaughters = cms.bool(False),
modifierConfig = cms.PSet( modifications = cms.VPSet() )
),
process, task)
## Establish references between PATified fat jets and subjets using the BoostedJetMerger
addToProcessAndTask("slimmedJetsAK8PFPuppiSoftDropPacked"+postfix,
cms.EDProducer("BoostedJetMerger",
jetSrc=cms.InputTag("selectedPatJetsAK8PFPuppiSoftDrop"),
subjetSrc=cms.InputTag("slimmedJetsAK8PFPuppiSoftDropSubjets")
),
process, task )
addToProcessAndTask("packedPatJetsAK8"+postfix, cms.EDProducer("JetSubstructurePacker",
jetSrc = cms.InputTag("selectedPatJetsAK8Puppi"+postfix),
distMax = cms.double(0.8),
algoTags = cms.VInputTag(
cms.InputTag("slimmedJetsAK8PFPuppiSoftDropPacked"+postfix)
),
algoLabels = cms.vstring(
'SoftDropPuppi'
),
fixDaughters = cms.bool(True),
packedPFCandidates = cms.InputTag("packedPFCandidates"+postfix),
),
process, task)
# switch off daughter re-keying since it's done in the JetSubstructurePacker (and can't be done afterwards)
process.slimmedJetsAK8.rekeyDaughters = "0"
# Reconfigure the slimmedAK8 jet information to keep
process.slimmedJetsAK8.dropDaughters = cms.string("pt < 170")
process.slimmedJetsAK8.dropSpecific = cms.string("pt < 170")
process.slimmedJetsAK8.dropTagInfos = cms.string("pt < 170")