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Merge pull request #45164 from yeonsu108/from-CMSSW_14_0_X_2024-06-03…
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[14_0_X] Update btag from DeepCSV to ParticleNet for BTV DQM
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@cmsbuild
cmsbuild authored Jun 13, 2024
2 parents 14011de + 3b164a7 commit a15b87b
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Showing 7 changed files with 114 additions and 120 deletions.
157 changes: 83 additions & 74 deletions DQMOffline/Trigger/plugins/BTVHLTOfflineSource.cc
View file
Original file line number Diff line number Diff line change
Expand Up @@ -86,28 +86,21 @@ class BTVHLTOfflineSource : public DQMEDAnalyzer {
float turnon_threshold_tight_;

edm::EDGetTokenT<reco::JetTagCollection> offlineDiscrTokenb_;
edm::EDGetTokenT<reco::JetTagCollection> offlineDiscrTokenbb_;
edm::EDGetTokenT<edm::View<reco::BaseTagInfo>> offlineIPToken_;

edm::EDGetTokenT<std::vector<reco::Vertex>> hltFastPVToken_;
edm::EDGetTokenT<std::vector<reco::Vertex>> hltPFPVToken_;
edm::EDGetTokenT<std::vector<reco::Vertex>> hltCaloPVToken_;
edm::EDGetTokenT<std::vector<reco::Vertex>> offlinePVToken_;

edm::EDGetTokenT<edm::TriggerResults> triggerResultsToken;
edm::EDGetTokenT<edm::TriggerResults> triggerResultsFUToken;
edm::EDGetTokenT<trigger::TriggerEvent> triggerSummaryToken;
edm::EDGetTokenT<trigger::TriggerEvent> triggerSummaryFUToken;

edm::EDGetTokenT<std::vector<reco::ShallowTagInfo>> shallowTagInfosTokenCalo_;
edm::EDGetTokenT<std::vector<reco::ShallowTagInfo>> shallowTagInfosTokenPf_;

edm::EDGetTokenT<std::vector<reco::SecondaryVertexTagInfo>> SVTagInfosTokenCalo_;
edm::EDGetTokenT<std::vector<SVTagInfo>> SVTagInfosTokenPf_;

edm::EDGetTokenT<reco::JetTagCollection> caloTagsToken_;
edm::EDGetTokenT<reco::JetTagCollection> pfTagsToken_;
edm::Handle<reco::JetTagCollection> caloTags;
edm::Handle<reco::JetTagCollection> pfTags;

float minDecayLength_;
Expand Down Expand Up @@ -161,6 +154,15 @@ class BTVHLTOfflineSource : public DQMEDAnalyzer {
ObjME Discr_turnon_loose;
ObjME Discr_turnon_medium;
ObjME Discr_turnon_tight;
ObjME Pt_turnon_loose;
ObjME Pt_turnon_medium;
ObjME Pt_turnon_tight;
ObjME Eta_turnon_loose;
ObjME Eta_turnon_medium;
ObjME Eta_turnon_tight;
ObjME Phi_turnon_loose;
ObjME Phi_turnon_medium;
ObjME Phi_turnon_tight;
MonitorElement* PVz = nullptr;
MonitorElement* fastPVz = nullptr;
MonitorElement* PVz_HLTMinusRECO = nullptr;
Expand Down Expand Up @@ -247,28 +249,19 @@ BTVHLTOfflineSource::BTVHLTOfflineSource(const edm::ParameterSet& iConfig)
turnon_threshold_medium_(iConfig.getParameter<double>("turnon_threshold_medium")),
turnon_threshold_tight_(iConfig.getParameter<double>("turnon_threshold_tight")),
offlineDiscrTokenb_(consumes<reco::JetTagCollection>(iConfig.getParameter<edm::InputTag>("offlineDiscrLabelb"))),
offlineDiscrTokenbb_(
consumes<reco::JetTagCollection>(iConfig.getParameter<edm::InputTag>("offlineDiscrLabelbb"))),
offlineIPToken_(consumes<View<BaseTagInfo>>(iConfig.getParameter<edm::InputTag>("offlineIPLabel"))),

hltFastPVToken_(consumes<std::vector<reco::Vertex>>(iConfig.getParameter<edm::InputTag>("hltFastPVLabel"))),
hltPFPVToken_(consumes<std::vector<reco::Vertex>>(iConfig.getParameter<edm::InputTag>("hltPFPVLabel"))),
hltCaloPVToken_(consumes<std::vector<reco::Vertex>>(iConfig.getParameter<edm::InputTag>("hltCaloPVLabel"))),
offlinePVToken_(consumes<std::vector<reco::Vertex>>(iConfig.getParameter<edm::InputTag>("offlinePVLabel"))),
triggerResultsToken(consumes<edm::TriggerResults>(triggerResultsLabel_)),
triggerResultsFUToken(consumes<edm::TriggerResults>(
edm::InputTag(triggerResultsLabel_.label(), triggerResultsLabel_.instance(), std::string("FU")))),
triggerSummaryToken(consumes<trigger::TriggerEvent>(triggerSummaryLabel_)),
triggerSummaryFUToken(consumes<trigger::TriggerEvent>(
edm::InputTag(triggerSummaryLabel_.label(), triggerSummaryLabel_.instance(), std::string("FU")))),
shallowTagInfosTokenCalo_(
consumes<vector<reco::ShallowTagInfo>>(edm::InputTag("hltDeepCombinedSecondaryVertexBJetTagsInfosCalo"))),
shallowTagInfosTokenPf_(
consumes<vector<reco::ShallowTagInfo>>(edm::InputTag("hltDeepCombinedSecondaryVertexBJetTagsInfos"))),
SVTagInfosTokenCalo_(consumes<std::vector<reco::SecondaryVertexTagInfo>>(
edm::InputTag("hltInclusiveSecondaryVertexFinderTagInfos"))),
SVTagInfosTokenPf_(consumes<std::vector<SVTagInfo>>(edm::InputTag("hltDeepSecondaryVertexTagInfosPF"))),
caloTagsToken_(consumes<reco::JetTagCollection>(iConfig.getParameter<edm::InputTag>("onlineDiscrLabelCalo"))),
pfTagsToken_(consumes<reco::JetTagCollection>(iConfig.getParameter<edm::InputTag>("onlineDiscrLabelPF"))),
minDecayLength_(iConfig.getParameter<double>("minDecayLength")),
maxDecayLength_(iConfig.getParameter<double>("maxDecayLength")),
Expand Down Expand Up @@ -324,9 +317,6 @@ void BTVHLTOfflineSource::analyze(const edm::Event& iEvent, const edm::EventSetu
}
}

edm::Handle<reco::JetTagCollection> caloTags;
iEvent.getByToken(caloTagsToken_, caloTags);

edm::Handle<reco::JetTagCollection> pfTags;
iEvent.getByToken(pfTagsToken_, pfTags);

Expand All @@ -335,9 +325,6 @@ void BTVHLTOfflineSource::analyze(const edm::Event& iEvent, const edm::EventSetu
Handle<reco::JetTagCollection> offlineJetTagHandlerb;
iEvent.getByToken(offlineDiscrTokenb_, offlineJetTagHandlerb);

Handle<reco::JetTagCollection> offlineJetTagHandlerbb;
iEvent.getByToken(offlineDiscrTokenbb_, offlineJetTagHandlerbb);

Handle<View<BaseTagInfo>> offlineIPTagHandle;
iEvent.getByToken(offlineIPToken_, offlineIPTagHandle);

Expand All @@ -352,7 +339,6 @@ void BTVHLTOfflineSource::analyze(const edm::Event& iEvent, const edm::EventSetu
return;

edm::Handle<std::vector<SVTagInfo>> jetSVTagsCollPF;
edm::Handle<std::vector<reco::SecondaryVertexTagInfo>> jetSVTagsCollCalo;

for (auto& v : hltPathsAll_) {
unsigned index = triggerNames.triggerIndex(v.getPath());
Expand All @@ -366,16 +352,11 @@ void BTVHLTOfflineSource::analyze(const edm::Event& iEvent, const edm::EventSetu
continue;
}

if (v.getTriggerType() == "PF") {
iEvent.getByToken(SVTagInfosTokenPf_, jetSVTagsCollPF);
} else {
iEvent.getByToken(SVTagInfosTokenCalo_, jetSVTagsCollCalo);
}
iEvent.getByToken(SVTagInfosTokenPf_, jetSVTagsCollPF);

// PF and Calo btagging
if ((v.getTriggerType() == "PF" && pfTags.isValid()) ||
(v.getTriggerType() == "Calo" && caloTags.isValid() && !caloTags->empty())) {
const auto& iter = (v.getTriggerType() == "PF") ? pfTags->begin() : caloTags->begin();
if (v.getTriggerType() == "PF" && pfTags.isValid()) {
const auto& iter = pfTags->begin();

float Discr_online = iter->second;
if (Discr_online < 0)
Expand All @@ -390,18 +371,9 @@ void BTVHLTOfflineSource::analyze(const edm::Event& iEvent, const edm::EventSetu
float DR = reco::deltaR(iterOffb.first->eta(), iterOffb.first->phi(), iter->first->eta(), iter->first->phi());
if (DR < 0.3) {
float Discr_offline = iterOffb.second;

// offline probb and probbb must be added (if probbb isn't specified, it'll just use probb)
if (offlineJetTagHandlerbb.isValid()) {
for (auto const& iterOffbb : *offlineJetTagHandlerbb) {
DR = reco::deltaR(
iterOffbb.first->eta(), iterOffbb.first->phi(), iter->first->eta(), iter->first->phi());
if (DR < 0.3) {
Discr_offline += iterOffbb.second;
break;
}
}
}
float Pt_offline = iterOffb.first->pt();
float Eta_offline = iterOffb.first->eta();
float Phi_offline = iterOffb.first->phi();

if (Discr_offline < 0)
Discr_offline = -0.05;
Expand All @@ -412,21 +384,44 @@ void BTVHLTOfflineSource::analyze(const edm::Event& iEvent, const edm::EventSetu
v.Discr_turnon_medium.denominator->Fill(Discr_offline);
v.Discr_turnon_tight.denominator->Fill(Discr_offline);

if (Discr_online > turnon_threshold_loose_)
v.Pt_turnon_loose.denominator->Fill(Pt_offline);
v.Pt_turnon_medium.denominator->Fill(Pt_offline);
v.Pt_turnon_tight.denominator->Fill(Pt_offline);

v.Eta_turnon_loose.denominator->Fill(Eta_offline);
v.Eta_turnon_medium.denominator->Fill(Eta_offline);
v.Eta_turnon_tight.denominator->Fill(Eta_offline);

v.Phi_turnon_loose.denominator->Fill(Phi_offline);
v.Phi_turnon_medium.denominator->Fill(Phi_offline);
v.Phi_turnon_tight.denominator->Fill(Phi_offline);

if (Discr_online > turnon_threshold_loose_) {
v.Discr_turnon_loose.numerator->Fill(Discr_offline);
if (Discr_online > turnon_threshold_medium_)
v.Pt_turnon_loose.numerator->Fill(Pt_offline);
v.Eta_turnon_loose.numerator->Fill(Eta_offline);
v.Phi_turnon_loose.numerator->Fill(Phi_offline);
}
if (Discr_online > turnon_threshold_medium_) {
v.Discr_turnon_medium.numerator->Fill(Discr_offline);
if (Discr_online > turnon_threshold_tight_)
v.Pt_turnon_medium.numerator->Fill(Pt_offline);
v.Eta_turnon_medium.numerator->Fill(Eta_offline);
v.Phi_turnon_medium.numerator->Fill(Phi_offline);
}
if (Discr_online > turnon_threshold_tight_) {
v.Discr_turnon_tight.numerator->Fill(Discr_offline);
v.Pt_turnon_tight.numerator->Fill(Pt_offline);
v.Eta_turnon_tight.numerator->Fill(Eta_offline);
v.Phi_turnon_tight.numerator->Fill(Phi_offline);
}

break;
}
}
} ///offline

bool pfSVTagCollValid = (v.getTriggerType() == "PF" && jetSVTagsCollPF.isValid());
bool caloSVTagCollValid = (v.getTriggerType() == "Calo" && jetSVTagsCollCalo.isValid());
if (offlineIPTagHandle.isValid() && (pfSVTagCollValid || caloSVTagCollValid)) {
if (offlineIPTagHandle.isValid() && pfSVTagCollValid) {
std::vector<float> offlineIP3D;
std::vector<float> offlineIP3DSig;
std::vector<const reco::Track*> offlineTracks = getOfflineBTagTracks(
Expand All @@ -437,9 +432,6 @@ void BTVHLTOfflineSource::analyze(const edm::Event& iEvent, const edm::EventSetu
if (pfSVTagCollValid)
onlineTracks = getOnlineBTagTracks<SVTagInfo>(
iter->first->eta(), iter->first->phi(), jetSVTagsCollPF, onlineIP3D, onlineIP3DSig);
if (caloSVTagCollValid)
onlineTracks = getOnlineBTagTracks<reco::SecondaryVertexTagInfo>(
iter->first->eta(), iter->first->phi(), jetSVTagsCollCalo, onlineIP3D, onlineIP3DSig);

for (unsigned int iOffTrk = 0; iOffTrk < offlineTracks.size(); ++iOffTrk) {
const reco::Track* offTrk = offlineTracks.at(iOffTrk);
Expand Down Expand Up @@ -504,36 +496,18 @@ void BTVHLTOfflineSource::analyze(const edm::Event& iEvent, const edm::EventSetu
}
}

if (v.getTriggerType() == "PF") {
iEvent.getByToken(hltPFPVToken_, VertexHandler);
} else {
iEvent.getByToken(hltFastPVToken_, VertexHandler);
}
iEvent.getByToken(hltPFPVToken_, VertexHandler);
if (VertexHandler.isValid()) {
v.PVz->Fill(VertexHandler->begin()->z());
if (offlineVertexHandler.isValid()) {
v.PVz_HLTMinusRECO->Fill(VertexHandler->begin()->z() - offlineVertexHandler->begin()->z());
}
}
} // caloTagsValid or PFTagsValid

// specific to Calo b-tagging
if (caloTags.isValid() && v.getTriggerType() == "Calo" && !caloTags->empty()) {
iEvent.getByToken(hltCaloPVToken_, VertexHandler);
if (VertexHandler.isValid()) {
v.fastPVz->Fill(VertexHandler->begin()->z());
if (offlineVertexHandler.isValid()) {
v.fastPVz_HLTMinusRECO->Fill(VertexHandler->begin()->z() - offlineVertexHandler->begin()->z());
}
}
}
} // PFTagsValid

// additional plots from tag info collections
/////////////////////////////////////////////

edm::Handle<std::vector<reco::ShallowTagInfo>> shallowTagInfosCalo;
iEvent.getByToken(shallowTagInfosTokenCalo_, shallowTagInfosCalo);

edm::Handle<std::vector<reco::ShallowTagInfo>> shallowTagInfosPf;
iEvent.getByToken(shallowTagInfosTokenPf_, shallowTagInfosPf);

Expand All @@ -544,9 +518,8 @@ void BTVHLTOfflineSource::analyze(const edm::Event& iEvent, const edm::EventSetu
// iEvent.getByToken(pfTagInfosToken_, pfTagInfos);

// first try to get info from shallowTagInfos ...
if ((v.getTriggerType() == "PF" && shallowTagInfosPf.isValid()) ||
(v.getTriggerType() == "Calo" && shallowTagInfosCalo.isValid())) {
const auto& shallowTagInfoCollection = (v.getTriggerType() == "PF") ? shallowTagInfosPf : shallowTagInfosCalo;
if (v.getTriggerType() == "PF" && shallowTagInfosPf.isValid()) {
const auto& shallowTagInfoCollection = shallowTagInfosPf;
for (const auto& shallowTagInfo : *shallowTagInfoCollection) {
const auto& tagVars = shallowTagInfo.taggingVariables();

Expand Down Expand Up @@ -851,6 +824,42 @@ void BTVHLTOfflineSource::bookHistograms(DQMStore::IBooker& iBooker, edm::Run co
title = "turn-on with tight threshold " + trigPath;
v.bookME(iBooker, v.Discr_turnon_tight, histoname, title, 22, -0.1, 1.);

histoname = "Turnon_loose_Pt";
title = "turn-on with loose threshold " + trigPath;
v.bookME(iBooker, v.Pt_turnon_loose, histoname, title, 50, 0., 500.);

histoname = "Turnon_medium_Pt";
title = "turn-on with medium threshold " + trigPath;
v.bookME(iBooker, v.Pt_turnon_medium, histoname, title, 50, 0., 500.);

histoname = "Turnon_tight_Pt";
title = "turn-on with tight threshold " + trigPath;
v.bookME(iBooker, v.Pt_turnon_tight, histoname, title, 50, 0., 500.);

histoname = "Turnon_loose_Eta";
title = "turn-on with loose threshold " + trigPath;
v.bookME(iBooker, v.Eta_turnon_loose, histoname, title, 60, -3., 3.);

histoname = "Turnon_medium_Eta";
title = "turn-on with medium threshold " + trigPath;
v.bookME(iBooker, v.Eta_turnon_medium, histoname, title, 60, -3., 3.);

histoname = "Turnon_tight_Eta";
title = "turn-on with tight threshold " + trigPath;
v.bookME(iBooker, v.Eta_turnon_tight, histoname, title, 60, -3., 3.);

histoname = "Turnon_loose_Phi";
title = "turn-on with loose threshold " + trigPath;
v.bookME(iBooker, v.Phi_turnon_loose, histoname, title, 60, -3., 3.);

histoname = "Turnon_medium_Phi";
title = "turn-on with medium threshold " + trigPath;
v.bookME(iBooker, v.Phi_turnon_medium, histoname, title, 60, -3., 3.);

histoname = "Turnon_tight_Phi";
title = "turn-on with tight threshold " + trigPath;
v.bookME(iBooker, v.Phi_turnon_tight, histoname, title, 60, -3., 3.);

histoname = labelname + "_PVz";
title = "online z(PV) " + trigPath;
v.PVz = iBooker.book1D(histoname.c_str(), title.c_str(), 80, -20, 20);
Expand Down
6 changes: 3 additions & 3 deletions DQMOffline/Trigger/plugins/BTagAndProbe.cc
View file
Original file line number Diff line number Diff line change
Expand Up @@ -691,7 +691,7 @@ void BTagAndProbe::analyze(edm::Event const& iEvent, edm::EventSetup const& iSet
edm::Handle<std::vector<reco::ShallowTagInfo> > shallowTagInfos;
iEvent.getByToken(shallowTagInfosToken_, shallowTagInfos);
if (!shallowTagInfos.isValid()) {
edm::LogWarning("BTagAndProbe") << "shallow tag handle not valid, will skip event \n";
//edm::LogWarning("BTagAndProbe") << "shallow tag handle not valid, will skip event \n";
return;
}

Expand Down Expand Up @@ -1100,8 +1100,8 @@ void BTagAndProbe::fillDescriptions(edm::ConfigurationDescriptions& descriptions
desc.add<edm::InputTag>("electrons", edm::InputTag("gedGsfElectrons"));
desc.add<edm::InputTag>("elecID",
edm::InputTag("egmGsfElectronIDsForDQM:cutBasedElectronID-RunIIIWinter22-V1-tight"));
desc.add<std::vector<edm::InputTag> >(
"btagAlgos", {edm::InputTag("pfDeepCSVJetTags:probb"), edm::InputTag("pfDeepCSVJetTags:probbb")});
desc.add<std::vector<edm::InputTag> >("btagAlgos",
{edm::InputTag("pfParticleNetAK4DiscriminatorsJetTagsForRECO:BvsAll")});

desc.add<std::string>("jetSelection", "pt > 30");
desc.add<std::string>("eleSelection", "pt > 0 && abs(eta) < 2.5");
Expand Down
30 changes: 8 additions & 22 deletions DQMOffline/Trigger/python/BTVHLTOfflineSource_cfi.py
View file
Original file line number Diff line number Diff line change
Expand Up @@ -10,18 +10,14 @@

triggerSummaryLabel = cms.InputTag("hltTriggerSummaryAOD", "", "HLT"),
triggerResultsLabel = cms.InputTag("TriggerResults", "", "HLT"),
onlineDiscrLabelPF = cms.InputTag("hltDeepCombinedSecondaryVertexBJetTagsPF", "probb"),
onlineDiscrLabelCalo = cms.InputTag("hltDeepCombinedSecondaryVertexBJetTagsCalo", "probb"),
offlineDiscrLabelb = cms.InputTag("pfDeepCSVJetTags", "probb"),
offlineDiscrLabelbb = cms.InputTag("pfDeepCSVJetTags", "probbb"),
hltFastPVLabel = cms.InputTag("hltFastPrimaryVertex"),
onlineDiscrLabelPF = cms.InputTag("hltParticleNetDiscriminatorsJetTags", "BvsAll"),
offlineDiscrLabelb = cms.InputTag("pfParticleNetAK4DiscriminatorsJetTagsForRECO", "BvsAll"),
hltPFPVLabel = cms.InputTag("hltVerticesPFSelector"),
hltCaloPVLabel = cms.InputTag("hltVerticesL3"),
offlinePVLabel = cms.InputTag("offlinePrimaryVertices"),
offlineIPLabel = cms.InputTag("pfImpactParameterTagInfos"),
turnon_threshold_loose = cms.double(0.2),
turnon_threshold_medium = cms.double(0.5),
turnon_threshold_tight = cms.double(0.8),
turnon_threshold_loose = cms.double(0.03),
turnon_threshold_medium = cms.double(0.2),
turnon_threshold_tight = cms.double(0.6),
minDecayLength = cms.double(-9999.0),
maxDecayLength = cms.double(5.0),
minJetDistance = cms.double(0.0),
Expand All @@ -31,13 +27,9 @@
pathPairs = cms.VPSet(

cms.PSet(
pathname = cms.string("HLT_Mu12_DoublePFJets40_PFBTagDeepCSV_p71_v"),
pathname = cms.string("HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ_PFDiJet30_v"),
pathtype = cms.string("PF")
),
cms.PSet(
pathname = cms.string("HLT_Mu12_DoublePFJets40MaxDeta1p6_DoublePFBTagDeepCSV_p71_v"),
pathtype = cms.string("Calo")
),
),
)

Expand All @@ -57,20 +49,14 @@
referenceTrack = "referenceTracksForHLTBTag",
monitoredBeamSpot = "hltOnlineBeamSpot",
referenceBeamSpot = "offlineBeamSpot",
topDirName = "HLT/BTV/HLT_Mu12_DoublePFJets40_PFBTagDeepCSV_p71PF",
topDirName = "HLT/BTV/HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ_PFDiJet30PF",
referencePrimaryVertices = "offlinePrimaryVertices",
monitoredPrimaryVertices = "hltVerticesPFSelector",
genericTriggerEventPSet = dict(hltPaths = ["HLT_Mu12_DoublePFJets40_PFBTagDeepCSV_p71*"])
)

bTagHLTTrackMonitoring_muPF2 = bTagHLTTrackMonitoring_muPF1.clone(
topDirName = "HLT/BTV/HLT_Mu12_DoublePFJets40MaxDeta1p6_DoublePFBTagDeepCSV_p71PF",
genericTriggerEventPSet = dict(hltPaths = ["HLT_Mu12_DoublePFJets40MaxDeta1p6_DoublePFBTagDeepCSV_p71*"])
genericTriggerEventPSet = dict(hltPaths = ["HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ_PFDiJet30_v*"])
)

bTagHLTTrackMonitoringSequence = cms.Sequence(
cms.ignore(referenceTracksForHLTBTag)
+ bTagHLTTrackMonitoring_muPF1
+ bTagHLTTrackMonitoring_muPF2
)

4 changes: 2 additions & 2 deletions DQMOffline/Trigger/python/BTagAndProbeMonitor_cfi.py
View file
Original file line number Diff line number Diff line change
Expand Up @@ -14,8 +14,8 @@
muons = "muons", # while pfIsolatedMuonsEI are reco::PFCandidate !
vertices = "offlinePrimaryVertices",

btagAlgos = ['pfDeepCSVJetTags:probb', 'pfDeepCSVJetTags:probbb'],
workingpoint = 0.8484, # Medium wp
btagAlgos = ['pfParticleNetAK4DiscriminatorsJetTagsForRECO:BvsAll'],
workingpoint = 0.2, # Medium wp
leptJetDeltaRmin = 0.4,
bJetDeltaEtaMax = 9999.,

Expand Down
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