From a508a92b342a5269eb19cb1a94a5caeac0cf371d Mon Sep 17 00:00:00 2001 From: ademoor Date: Sat, 6 Apr 2024 11:47:27 +0200 Subject: [PATCH] code-format --- .../BTauReco/interface/LostTracksFeatures.h | 2 - .../data/UParTAK4/PUPPI/V00/UParTAK4.onnx | Bin 0 -> 7580258 bytes .../interface/ChargedCandidateConverter.h | 2 - .../FeatureTools/interface/TrackInfoBuilder.h | 3 +- ...edParticleTransformerAK4TagInfoProducer.cc | 96 +++++++++--------- .../src/ChargedCandidateConverter.cc | 32 +++--- .../FeatureTools/src/LostTracksConverter.cc | 8 +- RecoBTag/FeatureTools/src/TrackInfoBuilder.cc | 6 +- ...rticleTransformerAK4ONNXJetTagsProducer.cc | 27 +++-- .../ONNXRuntime/test/test_deep_flavour_cfg.py | 2 +- .../test/test_unifiedpartak4_cfg.py | 88 ++++++++++++++++ 11 files changed, 175 insertions(+), 91 deletions(-) create mode 100644 RecoBTag/Combined/data/UParTAK4/PUPPI/V00/UParTAK4.onnx create mode 100644 RecoBTag/ONNXRuntime/test/test_unifiedpartak4_cfg.py diff --git a/DataFormats/BTauReco/interface/LostTracksFeatures.h b/DataFormats/BTauReco/interface/LostTracksFeatures.h index 6a77898cec5ab..06368eb21bd68 100644 --- a/DataFormats/BTauReco/interface/LostTracksFeatures.h +++ b/DataFormats/BTauReco/interface/LostTracksFeatures.h @@ -5,7 +5,6 @@ namespace btagbtvdeep { class LostTracksFeatures { public: - float btagPf_trackEtaRel; float btagPf_trackPtRel; float btagPf_trackPPar; @@ -28,7 +27,6 @@ namespace btagbtvdeep { float eta; float phi; float e; - }; } // namespace btagbtvdeep diff --git a/RecoBTag/Combined/data/UParTAK4/PUPPI/V00/UParTAK4.onnx b/RecoBTag/Combined/data/UParTAK4/PUPPI/V00/UParTAK4.onnx new file mode 100644 index 0000000000000000000000000000000000000000..7ad164a37cf7fdd406335a45004af21e1b73a87d GIT binary patch literal 7580258 zcmc${TaaeSaUQlkJG(P`0B{$L1-NLCAlVWLYDi8`|Nq}NNH&)QRv7MTI5Vj9}OyI~-w|L0h&QVLzDPSy8iRc2QGGYw!Lc4p4Ws>*w2W!1_5>Xpqa_rH98@9fn#ww~U-zPr4> z`{DogfB7Gu96qwSx$}{Grw`7LPtR}Odw72T;rY!QThHWY+gH=uYcC8>y>)!&;mNgk 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packedCandidateToFeatures(const pat::PackedCandidate* c_pf, diff --git a/RecoBTag/FeatureTools/interface/TrackInfoBuilder.h b/RecoBTag/FeatureTools/interface/TrackInfoBuilder.h index 4d1780f206935..44bb016642079 100644 --- a/RecoBTag/FeatureTools/interface/TrackInfoBuilder.h +++ b/RecoBTag/FeatureTools/interface/TrackInfoBuilder.h @@ -31,7 +31,7 @@ namespace btagbtvdeep { const float getTrackSip2dVal() const { return trackSip2dVal_; } const float getTrackSip3dSig() const { return trackSip3dSig_; } const float getTrackSip3dVal() const { return trackSip3dVal_; } - const float getTrackJetDecayLen() const {return trackJetDecayLen_;} + const float getTrackJetDecayLen() const { return trackJetDecayLen_; } private: edm::ESHandle builder_; @@ -52,7 +52,6 @@ namespace btagbtvdeep { float trackJetDistVal_; float trackJetDistSig_; float trackJetDecayLen_; - }; } // namespace btagbtvdeep diff --git a/RecoBTag/FeatureTools/plugins/UnifiedParticleTransformerAK4TagInfoProducer.cc b/RecoBTag/FeatureTools/plugins/UnifiedParticleTransformerAK4TagInfoProducer.cc index 88b386098887e..cefec12bdb85c 100644 --- a/RecoBTag/FeatureTools/plugins/UnifiedParticleTransformerAK4TagInfoProducer.cc +++ b/RecoBTag/FeatureTools/plugins/UnifiedParticleTransformerAK4TagInfoProducer.cc @@ -103,7 +103,8 @@ class UnifiedParticleTransformerAK4TagInfoProducer : public edm::stream::EDProdu const double max_jet_eta_; }; -UnifiedParticleTransformerAK4TagInfoProducer::UnifiedParticleTransformerAK4TagInfoProducer(const edm::ParameterSet& iConfig) +UnifiedParticleTransformerAK4TagInfoProducer::UnifiedParticleTransformerAK4TagInfoProducer( + const edm::ParameterSet& iConfig) : jet_radius_(iConfig.getParameter("jet_radius")), min_candidate_pt_(iConfig.getParameter("min_candidate_pt")), flip_(iConfig.getParameter("flip")), @@ -265,68 +266,71 @@ void UnifiedParticleTransformerAK4TagInfoProducer::produce(edm::Event& iEvent, c for (size_t i = 0; i < LTs->size(); ++i) { auto cand = LTs->at(i); if ((reco::deltaR(cand, jet) < 0.2)) { - const auto *PackedCandidate_ = dynamic_cast(&(cand)); - if(PackedCandidate_){ - if(PackedCandidate_->pt() < 1.0) continue; + const auto* PackedCandidate_ = dynamic_cast(&(cand)); + if (PackedCandidate_) { + if (PackedCandidate_->pt() < 1.0) + continue; auto& trackinfo = lt_trackinfos.emplace(i, track_builder).first->second; - trackinfo.buildTrackInfo(PackedCandidate_,jet_dir, jet_ref_track_dir, pv); + trackinfo.buildTrackInfo(PackedCandidate_, jet_dir, jet_ref_track_dir, pv); lt_sorted.emplace_back(i, - trackinfo.getTrackSip2dSig(), - -btagbtvdeep::mindrsvpfcand(svs_unsorted, PackedCandidate_), - PackedCandidate_->pt() / jet.pt()); + trackinfo.getTrackSip2dSig(), + -btagbtvdeep::mindrsvpfcand(svs_unsorted, PackedCandidate_), + PackedCandidate_->pt() / jet.pt()); } } } - + // sort lt collection std::sort(lt_sorted.begin(), lt_sorted.end(), btagbtvdeep::SortingClass::compareByABCInv); std::vector lt_sortedindices; lt_sortedindices = btagbtvdeep::invertSortingVector(lt_sorted); - // set right size to vectors + // set right size to vectors features.lt_features.clear(); features.lt_features.resize(lt_sorted.size()); for (size_t i = 0; i < LTs->size(); ++i) { auto cand = LTs->at(i); if ((reco::deltaR(cand, jet) < 0.2)) { - const auto *PackedCandidate_ = dynamic_cast(&(cand)); - if(!PackedCandidate_) continue; - if(PackedCandidate_->pt() < 1.0) continue; - - //auto reco_cand = dynamic_cast(cand); - float puppiw = PackedCandidate_->puppiWeight(); - - float drminpfcandsv = btagbtvdeep::mindrsvpfcand(svs_unsorted, PackedCandidate_); - float distminpfcandsv = 0; - - auto entry = lt_sortedindices.at(i); - // get cached track info - auto& trackinfo = lt_trackinfos.at(i); - // get_ref to vector element - auto& lt_features = features.lt_features.at(entry); - - if (PackedCandidate_) { - if (PackedCandidate_->hasTrackDetails()) { - const reco::Track& PseudoTrack = PackedCandidate_->pseudoTrack(); - reco::TransientTrack transientTrack; - transientTrack = track_builder->build(PseudoTrack); - distminpfcandsv = btagbtvdeep::mindistsvpfcand(svs_unsorted, transientTrack); - } - - btagbtvdeep::packedCandidateToFeatures(PackedCandidate_, - jet, - trackinfo, - is_weighted_jet_, - drminpfcandsv, - static_cast(jet_radius_), - puppiw, - lt_features, - flip_, - distminpfcandsv); - } - } + const auto* PackedCandidate_ = dynamic_cast(&(cand)); + if (!PackedCandidate_) + continue; + if (PackedCandidate_->pt() < 1.0) + continue; + + //auto reco_cand = dynamic_cast(cand); + float puppiw = PackedCandidate_->puppiWeight(); + + float drminpfcandsv = btagbtvdeep::mindrsvpfcand(svs_unsorted, PackedCandidate_); + float distminpfcandsv = 0; + + auto entry = lt_sortedindices.at(i); + // get cached track info + auto& trackinfo = lt_trackinfos.at(i); + // get_ref to vector element + auto& lt_features = features.lt_features.at(entry); + + if (PackedCandidate_) { + if (PackedCandidate_->hasTrackDetails()) { + const reco::Track& PseudoTrack = PackedCandidate_->pseudoTrack(); + reco::TransientTrack transientTrack; + transientTrack = track_builder->build(PseudoTrack); + distminpfcandsv = btagbtvdeep::mindistsvpfcand(svs_unsorted, transientTrack); + } + + btagbtvdeep::packedCandidateToFeatures(PackedCandidate_, + jet, + trackinfo, + is_weighted_jet_, + drminpfcandsv, + static_cast(jet_radius_), + puppiw, + lt_features, + flip_, + distminpfcandsv); + } + } } // fill collection, from DeepTNtuples plus some styling diff --git a/RecoBTag/FeatureTools/src/ChargedCandidateConverter.cc b/RecoBTag/FeatureTools/src/ChargedCandidateConverter.cc index 4899efea2959d..a5661a61a8739 100644 --- a/RecoBTag/FeatureTools/src/ChargedCandidateConverter.cc +++ b/RecoBTag/FeatureTools/src/ChargedCandidateConverter.cc @@ -22,10 +22,10 @@ namespace btagbtvdeep { c_pf_features.CaloFrac = c_pf->caloFraction(); c_pf_features.HadFrac = c_pf->hcalFraction(); - c_pf_features.lostInnerHits = catch_infs(c_pf->lostInnerHits(),2); - c_pf_features.numberOfPixelHits = catch_infs(c_pf->numberOfPixelHits(),-1); - c_pf_features.numberOfStripHits = catch_infs(c_pf->stripLayersWithMeasurement(),-1); - + c_pf_features.lostInnerHits = catch_infs(c_pf->lostInnerHits(), 2); + c_pf_features.numberOfPixelHits = catch_infs(c_pf->numberOfPixelHits(), -1); + c_pf_features.numberOfStripHits = catch_infs(c_pf->stripLayersWithMeasurement(), -1); + // if PackedCandidate does not have TrackDetails this gives an Exception // because unpackCovariance might be called for pseudoTrack/bestTrack if (c_pf->hasTrackDetails()) { @@ -45,28 +45,22 @@ namespace btagbtvdeep { c_pf_features.dzsig = c_pf->bestTrack() ? catch_infs(c_pf->dz() / c_pf->dzError()) : 0; float pdgid_; - if (abs(c_pf->pdgId()) == 11 and c_pf->charge() != 0){ + if (abs(c_pf->pdgId()) == 11 and c_pf->charge() != 0) { pdgid_ = 0.0; - } - else if (abs(c_pf->pdgId()) == 13 and c_pf->charge() != 0){ + } else if (abs(c_pf->pdgId()) == 13 and c_pf->charge() != 0) { pdgid_ = 1.0; - } - else if (abs(c_pf->pdgId()) == 22 and c_pf->charge() == 0){ + } else if (abs(c_pf->pdgId()) == 22 and c_pf->charge() == 0) { pdgid_ = 2.0; - } - else if (abs(c_pf->pdgId()) != 22 and c_pf->charge() == 0 and abs(c_pf->pdgId()) != 1 and abs(c_pf->pdgId()) != 2){ + } else if (abs(c_pf->pdgId()) != 22 and c_pf->charge() == 0 and abs(c_pf->pdgId()) != 1 and + abs(c_pf->pdgId()) != 2) { pdgid_ = 3.0; - } - else if (abs(c_pf->pdgId()) != 11 and abs(c_pf->pdgId()) != 13 and c_pf->charge() != 0){ + } else if (abs(c_pf->pdgId()) != 11 and abs(c_pf->pdgId()) != 13 and c_pf->charge() != 0) { pdgid_ = 4.0; - } - else if (c_pf->charge() == 0 and abs(c_pf->pdgId()) == 1){ + } else if (c_pf->charge() == 0 and abs(c_pf->pdgId()) == 1) { pdgid_ = 5.0; - } - else if (c_pf->charge() == 0 and abs(c_pf->pdgId()) == 2){ + } else if (c_pf->charge() == 0 and abs(c_pf->pdgId()) == 2) { pdgid_ = 6.0; - } - else{ + } else { pdgid_ = 7.0; } c_pf_features.pdgID = pdgid_; diff --git a/RecoBTag/FeatureTools/src/LostTracksConverter.cc b/RecoBTag/FeatureTools/src/LostTracksConverter.cc index 4f7785852a49c..11fc316039c90 100644 --- a/RecoBTag/FeatureTools/src/LostTracksConverter.cc +++ b/RecoBTag/FeatureTools/src/LostTracksConverter.cc @@ -18,9 +18,9 @@ namespace btagbtvdeep { lt_features.puppiw = puppiw; lt_features.charge = c_pf->charge(); - lt_features.lostInnerHits = catch_infs(c_pf->lostInnerHits(),2); - lt_features.numberOfPixelHits = catch_infs(c_pf->numberOfPixelHits(),-1); - lt_features.numberOfStripHits = catch_infs(c_pf->stripLayersWithMeasurement(),-1); + lt_features.lostInnerHits = catch_infs(c_pf->lostInnerHits(), 2); + lt_features.numberOfPixelHits = catch_infs(c_pf->numberOfPixelHits(), -1); + lt_features.numberOfStripHits = catch_infs(c_pf->stripLayersWithMeasurement(), -1); // if PackedCandidate does not have TrackDetails this gives an Exception // because unpackCovariance might be called for pseudoTrack/bestTrack @@ -34,7 +34,6 @@ namespace btagbtvdeep { lt_features.chi2 = catch_infs_and_bound(-1, 300, -1, 300); lt_features.quality = (1 << reco::TrackBase::loose); } - } void recoCandidateToFeatures(const reco::PFCandidate* c_pf, const reco::Jet& jet, @@ -56,7 +55,6 @@ namespace btagbtvdeep { const auto& pseudo_track = (c_pf->bestTrack()) ? *c_pf->bestTrack() : reco::Track(); lt_features.chi2 = catch_infs_and_bound(std::floor(pseudo_track.normalizedChi2()), 300, -1, 300); lt_features.quality = quality_from_pfcand(*c_pf); - } } // namespace btagbtvdeep diff --git a/RecoBTag/FeatureTools/src/TrackInfoBuilder.cc b/RecoBTag/FeatureTools/src/TrackInfoBuilder.cc index 15696da32e123..f75e4ef20b2e6 100644 --- a/RecoBTag/FeatureTools/src/TrackInfoBuilder.cc +++ b/RecoBTag/FeatureTools/src/TrackInfoBuilder.cc @@ -28,7 +28,7 @@ namespace btagbtvdeep { trackSip3dSig_(0), trackJetDistVal_(0), trackJetDistSig_(0), - trackJetDecayLen_(0) {} + trackJetDecayLen_(0) {} void TrackInfoBuilder::buildTrackInfo(const reco::Candidate *candidate, const math::XYZVector &jetDir, @@ -64,7 +64,7 @@ namespace btagbtvdeep { trackSip3dSig_ = 0.; trackJetDistVal_ = 0.; trackJetDistSig_ = 0.; - trackJetDecayLen_=0.; + trackJetDecayLen_ = 0.; return; } @@ -94,7 +94,7 @@ namespace btagbtvdeep { trackJetDistVal_ = static_cast(jetdist.value()); trackJetDistSig_ = static_cast(jetdist.significance()); - trackJetDecayLen_= static_cast(decayl.value()); + trackJetDecayLen_ = static_cast(decayl.value()); } } // namespace btagbtvdeep diff --git a/RecoBTag/ONNXRuntime/plugins/UnifiedParticleTransformerAK4ONNXJetTagsProducer.cc b/RecoBTag/ONNXRuntime/plugins/UnifiedParticleTransformerAK4ONNXJetTagsProducer.cc index 73ec813ee2755..5f95c6e6494e4 100644 --- a/RecoBTag/ONNXRuntime/plugins/UnifiedParticleTransformerAK4ONNXJetTagsProducer.cc +++ b/RecoBTag/ONNXRuntime/plugins/UnifiedParticleTransformerAK4ONNXJetTagsProducer.cc @@ -71,8 +71,8 @@ class UnifiedParticleTransformerAK4ONNXJetTagsProducer : public edm::stream::EDP FloatArrays data_; }; -UnifiedParticleTransformerAK4ONNXJetTagsProducer::UnifiedParticleTransformerAK4ONNXJetTagsProducer(const edm::ParameterSet& iConfig, - const ONNXRuntime* cache) +UnifiedParticleTransformerAK4ONNXJetTagsProducer::UnifiedParticleTransformerAK4ONNXJetTagsProducer( + const edm::ParameterSet& iConfig, const ONNXRuntime* cache) : src_(consumes(iConfig.getParameter("src"))), flav_names_(iConfig.getParameter>("flav_names")), input_names_(iConfig.getParameter>("input_names")), @@ -87,14 +87,18 @@ void UnifiedParticleTransformerAK4ONNXJetTagsProducer::fillDescriptions(edm::Con // pfUnifiedParticleTransformerAK4JetTags edm::ParameterSetDescription desc; desc.add("src", edm::InputTag("pfUnifiedParticleTransformerAK4TagInfos")); - desc.add>("input_names", {"input_1", "input_2", "input_3", "input_4", "input_5", "input_6", "input_7", "input_8"}); - desc.add("model_path", - edm::FileInPath("RecoBTag/Combined/data/UParTAK4/PUPPI/V00/UParTAK4.onnx")); + desc.add>( + "input_names", {"input_1", "input_2", "input_3", "input_4", "input_5", "input_6", "input_7", "input_8"}); + desc.add("model_path", edm::FileInPath("RecoBTag/Combined/data/UParTAK4/PUPPI/V00/UParTAK4.onnx")); desc.add>("output_names", {"softmax"}); desc.add>( - "flav_names", std::vector{"probb", "probbb", "problepb", "probc", "probs", "probu", "probd", "probg", "probele", "probmu", - "probtaup1h0p", "probtaup1h1p", "probtaup1h2p", "probtaup3h0p", "probtaup3h1p", "probtaum1h0p", "probtaum1h1p", "probtaum1h2p", "probtaum3h0p", "probtaum3h1p", - "ptcorr", "ptreshigh", "ptreslow", "ptnu", "probemudata", "probemumc", "probdimudata", "probdimumc", "probmutaudata", "probmutaumc"}); + "flav_names", + std::vector{"probb", "probbb", "problepb", "probc", "probs", + "probu", "probd", "probg", "probele", "probmu", + "probtaup1h0p", "probtaup1h1p", "probtaup1h2p", "probtaup3h0p", "probtaup3h1p", + "probtaum1h0p", "probtaum1h1p", "probtaum1h2p", "probtaum3h0p", "probtaum3h1p", + "ptcorr", "ptreshigh", "ptreslow", "ptnu", "probemudata", + "probemumc", "probdimudata", "probdimumc", "probmutaudata", "probmutaumc"}); descriptions.add("pfUnifiedParticleTransformerAK4JetTags", desc); } @@ -194,7 +198,8 @@ void UnifiedParticleTransformerAK4ONNXJetTagsProducer::get_input_sizes( make_inputs(features); } -void UnifiedParticleTransformerAK4ONNXJetTagsProducer::make_inputs(btagbtvdeep::UnifiedParticleTransformerAK4Features features) { +void UnifiedParticleTransformerAK4ONNXJetTagsProducer::make_inputs( + btagbtvdeep::UnifiedParticleTransformerAK4Features features) { float* ptr = nullptr; const float* start = nullptr; unsigned offset = 0; @@ -202,7 +207,7 @@ void UnifiedParticleTransformerAK4ONNXJetTagsProducer::make_inputs(btagbtvdeep:: // c_pf candidates auto max_c_pf_n = std::min(features.c_pf_features.size(), (std::size_t)n_cpf_); for (std::size_t c_pf_n = 0; c_pf_n < max_c_pf_n; c_pf_n++) { - const auto& c_pf_features = features.c_pf_features.at(c_pf_n); + const auto& c_pf_features = features.c_pf_features.at(c_pf_n); ptr = &data_[kChargedCandidates][offset + c_pf_n * n_features_cpf_]; start = ptr; *ptr = c_pf_features.btagPf_trackEtaRel; @@ -261,7 +266,7 @@ void UnifiedParticleTransformerAK4ONNXJetTagsProducer::make_inputs(btagbtvdeep:: assert(start + n_features_lt_ - 1 == ptr); } - // n_pf candidates + // n_pf candidates auto max_n_pf_n = std::min(features.n_pf_features.size(), (std::size_t)n_npf_); for (std::size_t n_pf_n = 0; n_pf_n < max_n_pf_n; n_pf_n++) { const auto& n_pf_features = features.n_pf_features.at(n_pf_n); diff --git a/RecoBTag/ONNXRuntime/test/test_deep_flavour_cfg.py b/RecoBTag/ONNXRuntime/test/test_deep_flavour_cfg.py index 3a791fbcaadf7..6ed9615811014 100644 --- a/RecoBTag/ONNXRuntime/test/test_deep_flavour_cfg.py +++ b/RecoBTag/ONNXRuntime/test/test_deep_flavour_cfg.py @@ -71,7 +71,7 @@ from PhysicsTools.PatAlgos.patInputFiles_cff import filesRelValTTbarPileUpMINIAODSIM process.source.fileNames = filesRelValTTbarPileUpMINIAODSIM -process.source.fileNames = cms.untracked.vstring('/store/mc/PhaseIFall16MiniAOD/TT_TuneCUETP8M2T4_13TeV-powheg-pythia8/MINIAODSIM/PhaseIFall16PUFlat20to50_PhaseIFall16_81X_upgrade2017_realistic_v26-v1/50000/08358A47-61E3-E611-8B77-001E677928AE.root') +process.source.fileNames = cms.untracked.vstring('/store/mc/Run3Summer23BPixMiniAODv4/TTtoLNu2Q_TuneCP5_13p6TeV_powheg-pythia8/MINIAODSIM/130X_mcRun3_2023_realistic_postBPix_v2-v3/2520000/00488681-4f49-4bdc-89e6-198da9e42a17.root') process.maxEvents.input = 10 diff --git a/RecoBTag/ONNXRuntime/test/test_unifiedpartak4_cfg.py b/RecoBTag/ONNXRuntime/test/test_unifiedpartak4_cfg.py new file mode 100644 index 0000000000000..4330ad8d00bea --- /dev/null +++ b/RecoBTag/ONNXRuntime/test/test_unifiedpartak4_cfg.py @@ -0,0 +1,88 @@ + +import FWCore.ParameterSet.Config as cms +from PhysicsTools.PatAlgos.tools.helpers import getPatAlgosToolsTask + +process = cms.Process("PATtest") + +## MessageLogger +process.load("FWCore.MessageLogger.MessageLogger_cfi") + +## Options and Output Report +process.options = cms.untracked.PSet( wantSummary = cms.untracked.bool(True) ) + +## Source +process.source = cms.Source("PoolSource", + fileNames = cms.untracked.vstring() +) +## Maximal Number of Events +process.maxEvents = cms.untracked.PSet( input = cms.untracked.int32(1000)) + +## Geometry and Detector Conditions (needed for a few patTuple production steps) +process.load("Configuration.Geometry.GeometryRecoDB_cff") +process.load("Configuration.StandardSequences.FrontierConditions_GlobalTag_cff") +from Configuration.AlCa.GlobalTag import GlobalTag +process.GlobalTag = GlobalTag(process.GlobalTag, 'auto:run2_mc') +process.load("Configuration.StandardSequences.MagneticField_cff") + +## Output Module Configuration (expects a path 'p') +from PhysicsTools.PatAlgos.patEventContent_cff import patEventContentNoCleaning +process.out = cms.OutputModule("PoolOutputModule", + fileName = cms.untracked.string('patTuple.root'), + outputCommands = cms.untracked.vstring('drop *', *patEventContentNoCleaning ) + ) + +patAlgosToolsTask = getPatAlgosToolsTask(process) +process.outpath = cms.EndPath(process.out, patAlgosToolsTask) + +## and add them to the event content +from PhysicsTools.PatAlgos.tools.jetTools import updateJetCollection + +updateJetCollection( + process, + jetSource = cms.InputTag('slimmedJetsPuppi'), + pvSource = cms.InputTag('offlineSlimmedPrimaryVertices'), + svSource = cms.InputTag('slimmedSecondaryVertices'), + jetCorrections = ('AK4PFchs', cms.vstring(['L1FastJet', 'L2Relative', 'L3Absolute']), 'None'), + btagDiscriminators = [ + 'pfDeepFlavourJetTags:probb', + 'pfDeepFlavourJetTags:probbb', + 'pfDeepFlavourJetTags:problepb', + 'pfDeepFlavourJetTags:probc', + 'pfDeepFlavourJetTags:probuds', + 'pfDeepFlavourJetTags:probg', + 'pfUnifiedParticleTransformerAK4JetTags:probb', + 'pfUnifiedParticleTransformerAK4JetTags:probbb', + 'pfUnifiedParticleTransformerAK4JetTags:problepb', + 'pfUnifiedParticleTransformerAK4JetTags:probc', + 'pfUnifiedParticleTransformerAK4JetTags:probs', + 'pfUnifiedParticleTransformerAK4JetTags:probu', + 'pfUnifiedParticleTransformerAK4JetTags:probd', + 'pfUnifiedParticleTransformerAK4JetTags:probg', + 'pfParticleTransformerAK4JetTags:probb', + 'pfParticleTransformerAK4JetTags:probbb', + 'pfParticleTransformerAK4JetTags:problepb', + 'pfParticleTransformerAK4JetTags:probc', + 'pfParticleTransformerAK4JetTags:probuds', + 'pfParticleTransformerAK4JetTags:probg', + 'pfParticleNetFromMiniAODAK4PuppiCentralJetTags:probb', + 'pfParticleNetFromMiniAODAK4PuppiCentralJetTags:probc', + 'pfParticleNetFromMiniAODAK4PuppiCentralJetTags:probuds', + 'pfParticleNetFromMiniAODAK4PuppiCentralJetTags:probg', + ] + ) + +from PhysicsTools.PatAlgos.patInputFiles_cff import filesRelValTTbarPileUpMINIAODSIM + +process.source.fileNames = filesRelValTTbarPileUpMINIAODSIM +process.source.fileNames = cms.untracked.vstring('/store/mc/Run3Summer23BPixMiniAODv4/TTtoLNu2Q_TuneCP5_13p6TeV_powheg-pythia8/MINIAODSIM/130X_mcRun3_2023_realistic_postBPix_v2-v3/2520000/00488681-4f49-4bdc-89e6-198da9e42a17.root') + +process.maxEvents.input = 1000 + +from Configuration.EventContent.EventContent_cff import MINIAODSIMEventContent +process.out.outputCommands = MINIAODSIMEventContent.outputCommands +process.out.outputCommands.append('keep *_selectedUpdatedPatJets*_*_*') +process.out.outputCommands.append('keep *_pfDeepFlavourTagInfos*_*_*') +process.out.outputCommands.append('keep *_pfDeepFlavourJetTags*_*_*') +process.out.outputCommands.append('keep *_updatedPatJets*_*_*') + +process.out.fileName = 'test_deep_unifiedpartak4_MINIAODSIM.root'

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