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#include "DQMServices/Core/interface/DQMEDAnalyzer.h"
#include "FWCore/Framework/interface/Frameworkfwd.h"
#include "FWCore/Framework/interface/MakerMacros.h"
#include "FWCore/Framework/interface/Event.h"
#include "FWCore/Utilities/interface/transform.h"
#include "DataFormats/PatCandidates/interface/Jet.h"
#include "DataFormats/BTauReco/interface/JetFeatures.h"
#include "DataFormats/BTauReco/interface/SecondaryVertexFeatures.h"
#include "DataFormats/BTauReco/interface/ChargedCandidateFeatures.h"
#include "DataFormats/BTauReco/interface/NeutralCandidateFeatures.h"
#include "DataFormats/BTauReco/interface/LostTracksFeatures.h"
//For DeepJet
#include "DataFormats/BTauReco/interface/DeepFlavourTagInfo.h"
#include "DataFormats/BTauReco/interface/DeepFlavourFeatures.h"
//For ParticleNet
#include "DataFormats/BTauReco/interface/DeepBoostedJetTagInfo.h"
#include "DataFormats/BTauReco/interface/DeepBoostedJetFeatures.h"
//For UParT
#include "DataFormats/BTauReco/interface/UnifiedParticleTransformerAK4TagInfo.h"
#include "DataFormats/BTauReco/interface/UnifiedParticleTransformerAK4Features.h"
/** \class MiniAODTagInfoAnalyzer
*
* TagInfo to run on MiniAOD
*
*/
class MiniAODTagInfoAnalyzer : public DQMEDAnalyzer {
public:
explicit MiniAODTagInfoAnalyzer(const edm::ParameterSet& pSet);
~MiniAODTagInfoAnalyzer() override = default;
void analyze(const edm::Event& iEvent, const edm::EventSetup& iSetup) override;
private:
void bookHistograms(DQMStore::IBooker&, edm::Run const&, edm::EventSetup const&) override;
void analyzeTagInfoDeepJet(const reco::DeepFlavourTagInfo*);
void analyzeTagInfoParticleNet(const reco::DeepBoostedJetTagInfo*);
void analyzeTagInfoUnifiedParticleTransformerAK4(const reco::UnifiedParticleTransformerAK4TagInfo*);
const edm::EDGetTokenT<edm::View<reco::Jet>> jetToken_;
const std::vector<std::string> jetTagInfos_;
const double ptMin_;
const double absEtaMin_;
const double absEtaMax_;
const int jetPartonFlavour_;
std::vector<edm::InputTag> tagInfoTags_;
std::vector<edm::EDGetTokenT<edm::View<reco::BaseTagInfo>>> tagInfoTokens_;
bool doDeepJet_;
bool doParticleNetCentral_;
bool doParticleNetForward_;
bool doUnifiedParticleTransformerAK4_;
std::string partonFlavourLabel_;
std::unordered_map<std::string, MonitorElement*> map_ME_DeepJet_;
std::unordered_map<std::string, MonitorElement*> map_ME_ParticleNet_;
std::unordered_map<std::string, MonitorElement*> map_ME_UParT_;
};
MiniAODTagInfoAnalyzer::MiniAODTagInfoAnalyzer(const edm::ParameterSet& pSet)
: jetToken_(consumes<edm::View<reco::Jet>>(pSet.getParameter<edm::InputTag>("jets"))),
jetTagInfos_(pSet.getParameter<std::vector<std::string>>("jetTagInfos")),
ptMin_(pSet.getParameter<double>("ptMin")),
absEtaMin_(pSet.getParameter<double>("absEtaMin")),
absEtaMax_(pSet.getParameter<double>("absEtaMax")),
jetPartonFlavour_(pSet.getParameter<int>("jetPartonFlavour")) {
tagInfoTokens_ = edm::vector_transform(jetTagInfos_, [this](std::string const& jetTagInfoStr) {
return mayConsume<edm::View<reco::BaseTagInfo>>(edm::InputTag(jetTagInfoStr));
});
partonFlavourLabel_ = "Inc";
if (jetPartonFlavour_ == 5)
partonFlavourLabel_ = "B";
else if (jetPartonFlavour_ == 4)
partonFlavourLabel_ = "C";
else if (jetPartonFlavour_ == 1)
partonFlavourLabel_ = "L";
doDeepJet_ = false;
doParticleNetCentral_ = false;
doParticleNetForward_ = false;
doUnifiedParticleTransformerAK4_ = false;
for (const auto& jetTagInfoLabel : jetTagInfos_) {
if (jetTagInfoLabel.find("pfDeepFlavour") != std::string::npos) {
doDeepJet_ = true;
} else if (jetTagInfoLabel.find("pfParticleNetFromMiniAODAK4PuppiCentral") != std::string::npos) {
doParticleNetCentral_ = true;
} else if (jetTagInfoLabel.find("pfParticleNetFromMiniAODAK4PuppiForward") != std::string::npos) {
doParticleNetForward_ = true;
} else if (jetTagInfoLabel.find("pfUnifiedParticleTransformerAK4") != std::string::npos) {
doUnifiedParticleTransformerAK4_ = true;
}
}
}
void MiniAODTagInfoAnalyzer::bookHistograms(DQMStore::IBooker& ibook, edm::Run const& run, edm::EventSetup const& es) {
if (doDeepJet_) {
ibook.setCurrentFolder("Btag/TagInfo_pfDeepFlavour_" + partonFlavourLabel_);
map_ME_DeepJet_["c_pf_btagPf_trackEtaRel"] = ibook.book1D("c_pf_btagPf_trackEtaRel", "", 50, 0., 10.);
map_ME_DeepJet_["c_pf_btagPf_trackPtRel"] = ibook.book1D("c_pf_btagPf_trackPtRel", "", 100, 0., 5.);
map_ME_DeepJet_["c_pf_btagPf_trackPPar"] = ibook.book1D("c_pf_btagPf_trackPPar", "", 100, 0., 500.);
map_ME_DeepJet_["c_pf_btagPf_trackDeltaR"] = ibook.book1D("c_pf_btagPf_trackDeltaR", "", 50, 0., 1);
map_ME_DeepJet_["c_pf_btagPf_trackPParRatio"] = ibook.book1D("c_pf_btagPf_trackPParRatio", "", 150, 0.7, 1.);
map_ME_DeepJet_["c_pf_btagPf_trackSip2dVal"] = ibook.book1D("c_pf_btagPf_trackSip2dVal", "", 60, -0.15, 0.15);
map_ME_DeepJet_["c_pf_btagPf_trackSip2dSig"] = ibook.book1D("c_pf_btagPf_trackSip2dSig", "", 120, -5., 25.);
map_ME_DeepJet_["c_pf_btagPf_trackSip3dVal"] = ibook.book1D("c_pf_btagPf_trackSip3dVal", "", 60, -0.15, 0.15);
map_ME_DeepJet_["c_pf_btagPf_trackSip3dSig"] = ibook.book1D("c_pf_btagPf_trackSip3dSig", "", 120, -5., 25.);
map_ME_DeepJet_["c_pf_btagPf_trackJetDistVal"] = ibook.book1D("c_pf_btagPf_trackJetDistVal", "", 110, -1.0, 0.1);
map_ME_DeepJet_["c_pf_ptrel"] = ibook.book1D("c_pf_ptrel", "", 100, -1.2, 0.2);
map_ME_DeepJet_["c_pf_drminsv"] = ibook.book1D("c_pf_drminsv", "", 120, -0.5, 0.1);
map_ME_DeepJet_["c_pf_vtx_ass"] = ibook.book1D("c_pf_vtx_ass", "", 10, 0, 10);
map_ME_DeepJet_["c_pf_puppiw"] = ibook.book1D("c_pf_puppiw", "", 20, 0., 1.);
map_ME_DeepJet_["c_pf_chi2"] = ibook.book1D("c_pf_chi2", "", 15, 0., 15.);
map_ME_DeepJet_["c_pf_quality"] = ibook.book1D("c_pf_quality", "", 10, 0., 10);
map_ME_DeepJet_["n_pf_ptrel"] = ibook.book1D("n_pf_ptrel", "", 50, -1., 0.);
map_ME_DeepJet_["n_pf_deltaR"] = ibook.book1D("n_pf_deltaR", "", 50, -1., 0.);
map_ME_DeepJet_["n_pf_isGamma"] = ibook.book1D("n_pf_isGamma", "", 2, -0.5, 1.5);
map_ME_DeepJet_["n_pf_hadFrac"] = ibook.book1D("n_pf_hadFrac", "", 20, 0., 1.);
map_ME_DeepJet_["n_pf_drminsv"] = ibook.book1D("n_pf_drminsv", "", 10, 0., 0.5);
map_ME_DeepJet_["n_pf_puppiw"] = ibook.book1D("n_pf_puppiw", "", 20, 0., 1.);
map_ME_DeepJet_["sv_pt"] = ibook.book1D("sv_pt", "", 50, 0., 200.);
map_ME_DeepJet_["sv_deltaR"] = ibook.book1D("sv_deltaR", "", 100, -0.8, 0.2);
map_ME_DeepJet_["sv_mass"] = ibook.book1D("sv_mass", "", 40, 0., 10.);
map_ME_DeepJet_["sv_ntracks"] = ibook.book1D("sv_ntracks", "", 15, -0.5, 14.5);
map_ME_DeepJet_["sv_chi2"] = ibook.book1D("sv_chi2", "", 40., 0., 20.);
map_ME_DeepJet_["sv_normchi2"] = ibook.book1D("sv_normchi2", "", 40., 0., 20.);
map_ME_DeepJet_["sv_dxy"] = ibook.book1D("sv_dxy", "", 100, 0., 0.5);
map_ME_DeepJet_["sv_dxysig"] = ibook.book1D("sv_dxysig", "", 140, 0., 70.);
map_ME_DeepJet_["sv_d3d"] = ibook.book1D("sv_d3d", "", 20, 0., 1.);
map_ME_DeepJet_["sv_d3dsig"] = ibook.book1D("sv_d3dsig", "", 140, 0., 70.);
map_ME_DeepJet_["sv_costhetasvpv"] = ibook.book1D("sv_costhetasvpv", "", 100, -1., 1.);
map_ME_DeepJet_["sv_enratio"] = ibook.book1D("sv_enratio", "", 20, 0., 1.);
map_ME_DeepJet_["max_cpf_n"] = ibook.book1D("max_cpf_n", "", 31, -0.5, 30.5);
map_ME_DeepJet_["max_npf_n"] = ibook.book1D("max_npf_n", "", 31, -0.5, 30.5);
map_ME_DeepJet_["max_sv_n"] = ibook.book1D("max_sv_n", "", 6, -0.5, 5.5);
map_ME_DeepJet_["pv_n"] = ibook.book1D("pv_n", "", 100, -0.5, 100.5);
}
if (doParticleNetCentral_ || doParticleNetForward_) {
if (doParticleNetCentral_) {
ibook.setCurrentFolder("Btag/TagInfo_pfParticleNetFromMiniAODAK4PuppiCentral_" + partonFlavourLabel_);
} else if (doParticleNetForward_) {
ibook.setCurrentFolder("Btag/TagInfo_pfParticleNetFromMiniAODAK4PuppiForward_" + partonFlavourLabel_);
}
map_ME_ParticleNet_["pfcand_pt_log"] = ibook.book1D("pfcand_pt_log", "", 120, -0.5, 5.5);
map_ME_ParticleNet_["pfcand_energy_log"] = ibook.book1D("pfcand_energy_log", "", 120, -0.5, 5.5);
map_ME_ParticleNet_["pfcand_deta"] = ibook.book1D("pfcand_deta", "", 60, -0.6, 0.6);
map_ME_ParticleNet_["pfcand_dphi"] = ibook.book1D("pfcand_dphi", "", 60, -0.6, 0.6);
map_ME_ParticleNet_["pfcand_eta"] = ibook.book1D("pfcand_eta", "", 100, -5.0, 5.0);
map_ME_ParticleNet_["pfcand_charge"] = ibook.book1D("pfcand_charge", "", 3, -1.5, 1.5);
map_ME_ParticleNet_["pfcand_frompv"] = ibook.book1D("pfcand_frompv", "", 10, 0, 10);
map_ME_ParticleNet_["pfcand_nlostinnerhits"] = ibook.book1D("pfcand_nlostinnerhits", "", 100, -1.2, 0.2);
map_ME_ParticleNet_["pfcand_track_chi2"] = ibook.book1D("pfcand_track_chi2", "", 15, 0., 15);
map_ME_ParticleNet_["pfcand_track_qual"] = ibook.book1D("pfcand_track_qual", "", 10, 0., 10);
map_ME_ParticleNet_["pfcand_dz"] = ibook.book1D("pfcand_dz", "", 100, -10., 10.);
map_ME_ParticleNet_["pfcand_dzsig"] = ibook.book1D("pfcand_dzsig", "", 100, 0., 20.);
map_ME_ParticleNet_["pfcand_dxy"] = ibook.book1D("pfcand_dxy", "", 100, -10., 10.);
map_ME_ParticleNet_["pfcand_dxysig"] = ibook.book1D("pfcand_dxysig", "", 100, 0., 20.);
map_ME_ParticleNet_["pfcand_etarel"] = ibook.book1D("pfcand_etarel", "", 40, -10., 10.);
map_ME_ParticleNet_["pfcand_pperp_ratio"] = ibook.book1D("pfcand_pperp_ratio", "", 20, 0., 1.);
map_ME_ParticleNet_["pfcand_ppara_ratio"] = ibook.book1D("pfcand_ppara_ratio", "", 20, 0., 1.);
map_ME_ParticleNet_["pfcand_trackjet_d3d"] = ibook.book1D("pfcand_trackjet_d3d", "", 100, -20., 20.);
map_ME_ParticleNet_["pfcand_trackjet_d3dsig"] = ibook.book1D("pfcand_trackjet_d3dsig", "", 100, -20., 20.);
map_ME_ParticleNet_["pfcand_trackjet_dist"] = ibook.book1D("pfcand_trackjet_dist", "", 100, -20., 20.);
map_ME_ParticleNet_["pfcand_nhits"] = ibook.book1D("pfcand_nhits", "", 21, -0.5, 20.5);
map_ME_ParticleNet_["pfcand_npixhits"] = ibook.book1D("pfcand_npixhits", "", 21, -0.5, 20.5);
map_ME_ParticleNet_["pfcand_nstriphits"] = ibook.book1D("pfcand_nstriphits", "", 21, -0.5, 20.5);
map_ME_ParticleNet_["pfcand_trackjet_decayL"] = ibook.book1D("pfcand_trackjet_decayL", "", 100, -20., 20.);
map_ME_ParticleNet_["pfcand_id"] = ibook.book1D("pfcand_id", "", 11, -0.5, 10.5);
map_ME_ParticleNet_["pfcand_calofraction"] = ibook.book1D("pfcand_calofraction", "", 60, 0., 3.);
map_ME_ParticleNet_["pfcand_hcalfraction"] = ibook.book1D("pfcand_hcalfraction", "", 20, 0., 1.);
map_ME_ParticleNet_["pfcand_puppiw"] = ibook.book1D("pfcand_puppiw", "", 20, 0., 1.);
map_ME_ParticleNet_["pfcand_muon_id"] = ibook.book1D("pfcand_muon_id", "", 100, -1.2, 0.2);
map_ME_ParticleNet_["pfcand_muon_isglobal"] = ibook.book1D("pfcand_muon_isglobal", "", 2, -0.5, 1.5);
map_ME_ParticleNet_["pfcand_muon_segcomp"] = ibook.book1D("pfcand_muon_segcomp", "", 40., 0., 20.);
map_ME_ParticleNet_["pfcand_muon_chi2"] = ibook.book1D("pfcand_muon_chi2", "", 40., 0., 20.);
map_ME_ParticleNet_["pfcand_muon_nvalidhit"] = ibook.book1D("pfcand_muon_nvalidhit", "", 11, -0.5, 10.5);
map_ME_ParticleNet_["pfcand_muon_nstation"] = ibook.book1D("pfcand_muon_nstation", "", 11, -0.5, 10.5);
map_ME_ParticleNet_["pfcand_electron_detaIn"] = ibook.book1D("pfcand_electron_detaIn", "", 100, -1.2, 0.2);
map_ME_ParticleNet_["pfcand_electron_dphiIn"] = ibook.book1D("pfcand_electron_dphiIn", "", 100, -1.2, 0.2);
map_ME_ParticleNet_["pfcand_electron_sigIetaIeta"] =
ibook.book1D("pfcand_electron_sigIetaIeta", "", 100, -1.2, 0.2);
map_ME_ParticleNet_["pfcand_electron_sigIphiIphi"] =
ibook.book1D("pfcand_electron_sigIphiIphi", "", 100, -1.2, 0.2);
map_ME_ParticleNet_["pfcand_electron_r9"] = ibook.book1D("pfcand_electron_r9", "", 100, -1.2, 0.2);
map_ME_ParticleNet_["pfcand_electron_convProb"] = ibook.book1D("pfcand_electron_convProb", "", 100, -1.2, 0.2);
map_ME_ParticleNet_["pfcand_photon_sigIetaIeta"] = ibook.book1D("pfcand_photon_sigIetaIeta", "", 100, -1.2, 0.2);
map_ME_ParticleNet_["pfcand_photon_r9"] = ibook.book1D("pfcand_photon_r9", "", 100, -1.2, 0.2);
map_ME_ParticleNet_["pfcand_photon_eVeto"] = ibook.book1D("pfcand_photon_eVeto", "", 2, 0, 2);
map_ME_ParticleNet_["pfcand_tau_signal"] = ibook.book1D("pfcand_tau_signal", "", 2, 0, 2);
map_ME_ParticleNet_["sv_pt_log"] = ibook.book1D("sv_pt_log", "", 120, -0.5, 5.5);
map_ME_ParticleNet_["sv_mass"] = ibook.book1D("sv_mass", "", 40, 0., 10.);
map_ME_ParticleNet_["sv_deta"] = ibook.book1D("sv_deta", "", 80, -0.4, 0.4);
map_ME_ParticleNet_["sv_dphi"] = ibook.book1D("sv_dphi", "", 80, -0.4, 0.4);
map_ME_ParticleNet_["sv_eta"] = ibook.book1D("sv_eta", "", 60, -3.0, 3.0);
map_ME_ParticleNet_["sv_ntrack"] = ibook.book1D("sv_ntrack", "", 15, -0.5, 14.5);
map_ME_ParticleNet_["sv_chi2"] = ibook.book1D("sv_chi2", "", 40., 0., 20.);
map_ME_ParticleNet_["sv_dxy"] = ibook.book1D("sv_dxy", "", 100, -5., 5.);
map_ME_ParticleNet_["sv_dxysig"] = ibook.book1D("sv_dxysig", "", 120, 0., 30.);
map_ME_ParticleNet_["sv_d3d"] = ibook.book1D("sv_d3d", "", 100, 0., 5.);
map_ME_ParticleNet_["sv_d3dsig"] = ibook.book1D("sv_d3dsig", "", 120, 0., 30.);
map_ME_ParticleNet_["losttrack_pt_log"] = ibook.book1D("losttrack_pt_log", "", 120, -0.5, 5.5);
map_ME_ParticleNet_["losttrack_eta"] = ibook.book1D("losttrack_eta", "", 100, -5.0, 5.0);
map_ME_ParticleNet_["losttrack_deta"] = ibook.book1D("losttrack_deta", "", 80, -0.4, 0.4);
map_ME_ParticleNet_["losttrack_dphi"] = ibook.book1D("losttrack_dphi", "", 80, -0.4, 0.4);
map_ME_ParticleNet_["losttrack_charge"] = ibook.book1D("losttrack_charge", "", 3, -1.5, 1.5);
map_ME_ParticleNet_["losttrack_frompv"] = ibook.book1D("losttrack_frompv", "", 10, 0, 10);
map_ME_ParticleNet_["losttrack_track_chi2"] = ibook.book1D("losttrack_track_chi2", "", 15, 0., 15.);
map_ME_ParticleNet_["losttrack_track_qual"] = ibook.book1D("losttrack_track_qual", "", 100, -1.2, 0.2);
map_ME_ParticleNet_["losttrack_dz"] = ibook.book1D("losttrack_dz", "", 100, 0., 0.5);
map_ME_ParticleNet_["losttrack_dxy"] = ibook.book1D("losttrack_dxy", "", 140, 0., 70.);
map_ME_ParticleNet_["losttrack_dzsig"] = ibook.book1D("losttrack_dzsig", "", 50, 0., 1.0);
map_ME_ParticleNet_["losttrack_dxysig"] = ibook.book1D("losttrack_dxysig", "", 140, 0., 70.);
map_ME_ParticleNet_["losttrack_etarel"] = ibook.book1D("losttrack_etarel", "", 40, -10., 10.);
map_ME_ParticleNet_["losttrack_trackjet_d3d"] = ibook.book1D("losttrack_trackjet_d3d", "", 60, -0.15, 0.15);
map_ME_ParticleNet_["losttrack_trackjet_d3dsig"] = ibook.book1D("losttrack_trackjet_d3dsig", "", 120, -5., 25.);
map_ME_ParticleNet_["losttrack_trackjet_dist"] = ibook.book1D("losttrack_trackjet_dist", "", 20, -10., 10.);
map_ME_ParticleNet_["losttrack_trackjet_decayL"] = ibook.book1D("losttrack_trackjet_decayL", "", 20, -10., 10.);
map_ME_ParticleNet_["losttrack_npixhits"] = ibook.book1D("losttrack_npixhits", "", 21, -0.5, 20.5);
map_ME_ParticleNet_["losttrack_nstriphits"] = ibook.book1D("losttrack_nstriphits", "", 21, -0.5, 20.5);
map_ME_ParticleNet_["pfcand_n"] = ibook.book1D("pfcand_n", "", 41, -0.5, 40.5);
map_ME_ParticleNet_["sv_n"] = ibook.book1D("sv_n", "", 11, -0.5, 10.5);
map_ME_ParticleNet_["lt_n"] = ibook.book1D("lt_n", "", 11, -0.5, 10.5);
}
if (doUnifiedParticleTransformerAK4_) {
ibook.setCurrentFolder("Btag/TagInfo_pfUnifiedParticleTransformerAK4_" + partonFlavourLabel_);
map_ME_UParT_["c_pf_btagPf_trackEtaRel"] = ibook.book1D("c_pf_btagPf_trackEtaRel", "", 50, 0., 10.);
map_ME_UParT_["c_pf_btagPf_trackPtRel"] = ibook.book1D("c_pf_btagPf_trackPtRel", "", 100, 0., 5.);
map_ME_UParT_["c_pf_btagPf_trackPPar"] = ibook.book1D("c_pf_btagPf_trackPPar", "", 100, 0., 500.);
map_ME_UParT_["c_pf_btagPf_trackDeltaR"] = ibook.book1D("c_pf_btagPf_trackDeltaR", "", 50, 0., 1);
map_ME_UParT_["c_pf_btagPf_trackPParRatio"] = ibook.book1D("c_pf_btagPf_trackPParRatio", "", 120, 0.4, 1.);
map_ME_UParT_["c_pf_btagPf_trackSip2dVal"] = ibook.book1D("c_pf_btagPf_trackSip2dVal", "", 60, -0.15, 0.15);
map_ME_UParT_["c_pf_btagPf_trackSip2dSig"] = ibook.book1D("c_pf_btagPf_trackSip2dSig", "", 100, -5., 15.);
map_ME_UParT_["c_pf_btagPf_trackSip3dVal"] = ibook.book1D("c_pf_btagPf_trackSip3dVal", "", 60, -0.15, 0.15);
map_ME_UParT_["c_pf_btagPf_trackSip3dSig"] = ibook.book1D("c_pf_btagPf_trackSip3dSig", "", 100, -5., 15.);
map_ME_UParT_["c_pf_btagPf_trackJetDistVal"] = ibook.book1D("c_pf_btagPf_trackJetDistVal", "", 110, -1.0, 0.1);
map_ME_UParT_["c_pf_btagPf_trackDecayLen"] = ibook.book1D("c_pf_btagPf_trackDecayLen", "", 50, 0., 50.);
map_ME_UParT_["c_pf_ptrel"] = ibook.book1D("c_pf_ptrel", "", 100, -1.2, 0.2);
map_ME_UParT_["c_pf_drminsv"] = ibook.book1D("c_pf_drminsv", "", 120, -0.5, 0.);
map_ME_UParT_["c_pf_vtx_ass"] = ibook.book1D("c_pf_vtx_ass", "", 10, 0, 10);
map_ME_UParT_["c_pf_puppiw"] = ibook.book1D("c_pf_puppiw", "", 20, 0., 1.);
map_ME_UParT_["c_pf_chi2"] = ibook.book1D("c_pf_chi2", "", 15, 0., 15);
map_ME_UParT_["c_pf_quality"] = ibook.book1D("c_pf_quality", "", 10, 0., 10);
map_ME_UParT_["c_pf_charge"] = ibook.book1D("c_pf_charge", "", 3, -1.5, 1.5);
map_ME_UParT_["c_pf_dz"] = ibook.book1D("c_pf_dz", "", 50, 0., 50.);
map_ME_UParT_["c_pf_HadFrac"] = ibook.book1D("c_pf_HadFrac", "", 20, 0., 1.);
map_ME_UParT_["c_pf_CaloFrac"] = ibook.book1D("c_pf_CaloFrac", "", 60, 0., 3.);
map_ME_UParT_["c_pf_pdgID"] = ibook.book1D("c_pf_pdgID", "", 11, -0.5, 10.5);
map_ME_UParT_["c_pf_lostInnerHits"] = ibook.book1D("c_pf_lostInnerHits", "", 11, -0.5, 10.5);
map_ME_UParT_["c_pf_numberOfPixelHits"] = ibook.book1D("c_pf_numberOfPixelHits", "", 21, -0.5, 20.5);
map_ME_UParT_["c_pf_numberOfStripHits"] = ibook.book1D("c_pf_numberOfStripHits", "", 21, -0.5, 20.5);
map_ME_UParT_["lt_btagPf_trackEtaRel"] = ibook.book1D("lt_btagPf_trackEtaRel", "", 50, 0., 10.);
map_ME_UParT_["lt_btagPf_trackPtRel"] = ibook.book1D("lt_btagPf_trackPtRel", "", 100, 0., 5.);
map_ME_UParT_["lt_btagPf_trackPPar"] = ibook.book1D("lt_btagPf_trackPPar", "", 100, 0., 500.);
map_ME_UParT_["lt_btagPf_trackDeltaR"] = ibook.book1D("lt_btagPf_trackDeltaR", "", 50, 0., 1);
map_ME_UParT_["lt_btagPf_trackPParRatio"] = ibook.book1D("lt_btagPf_trackPParRatio", "", 150, 0.7, 1.);
map_ME_UParT_["lt_btagPf_trackSip2dVal"] = ibook.book1D("lt_btagPf_trackSip2dVal", "", 60, -0.15, 0.15);
map_ME_UParT_["lt_btagPf_trackSip2dSig"] = ibook.book1D("lt_btagPf_trackSip2dSig", "", 120, -5., 25.);
map_ME_UParT_["lt_btagPf_trackSip3dVal"] = ibook.book1D("lt_btagPf_trackSip3dVal", "", 60, -0.15, 0.15);
map_ME_UParT_["lt_btagPf_trackSip3dSig"] = ibook.book1D("lt_btagPf_trackSip3dSig", "", 120, -5., 25.);
map_ME_UParT_["lt_btagPf_trackJetDistVal"] = ibook.book1D("lt_btagPf_trackJetDistVal", "", 110, -1.0, 0.1);
map_ME_UParT_["lt_drminsv"] = ibook.book1D("lt_drminsv", "", 500, -0.5, 0.5);
map_ME_UParT_["lt_charge"] = ibook.book1D("lt_charge", "", 3, -1.5, 1.5);
map_ME_UParT_["lt_puppiw"] = ibook.book1D("lt_puppiw", "", 20, 0., 1.);
map_ME_UParT_["lt_chi2"] = ibook.book1D("lt_chi2", "", 15, 0., 15.);
map_ME_UParT_["lt_quality"] = ibook.book1D("lt_quality", "", 10, 0., 10);
map_ME_UParT_["lt_lostInnerHits"] = ibook.book1D("lt_lostInnerHits", "", 11, -0.5, 10.5);
map_ME_UParT_["lt_numberOfPixelHits"] = ibook.book1D("lt_numberOfPixelHits", "", 21, -0.5, 20.5);
map_ME_UParT_["lt_numberOfStripHits"] = ibook.book1D("lt_numberOfStripHits", "", 21, -0.5, 20.5);
map_ME_UParT_["n_pf_ptrel"] = ibook.book1D("n_pf_ptrel", "", 100, -1.2, 0.2);
map_ME_UParT_["n_pf_etarel"] = ibook.book1D("n_pf_etarel", "", 40, -10., 10.);
map_ME_UParT_["n_pf_phirel"] = ibook.book1D("n_pf_phirel", "", 40, -10., 10.);
map_ME_UParT_["n_pf_deltaR"] = ibook.book1D("n_pf_deltaR", "", 50, -1., 0.);
map_ME_UParT_["n_pf_isGamma"] = ibook.book1D("n_pf_isGamma", "", 2, -0.5, 1.5);
map_ME_UParT_["n_pf_hadFrac"] = ibook.book1D("n_pf_hadFrac", "", 20, 0., 4.);
map_ME_UParT_["n_pf_drminsv"] = ibook.book1D("n_pf_drminsv", "", 500, -0.5, 0.5);
map_ME_UParT_["n_pf_puppiw"] = ibook.book1D("n_pf_puppiw", "", 20, 0., 1.);
map_ME_UParT_["sv_pt"] = ibook.book1D("sv_pt", "", 50, 0., 200.);
map_ME_UParT_["sv_deltaR"] = ibook.book1D("sv_deltaR", "", 100, -0.8, 0.2);
map_ME_UParT_["sv_mass"] = ibook.book1D("sv_mass", "", 40, 0., 10.);
map_ME_UParT_["sv_etarel"] = ibook.book1D("sv_etarel", "", 100, -1., 1.);
map_ME_UParT_["sv_phirel"] = ibook.book1D("sv_phirel", "", 100, -1., 1.);
map_ME_UParT_["sv_ntracks"] = ibook.book1D("sv_ntracks", "", 15, -0.5, 14.5);
map_ME_UParT_["sv_chi2"] = ibook.book1D("sv_chi2", "", 40., 0., 20.);
map_ME_UParT_["sv_normchi2"] = ibook.book1D("sv_normchi2", "", 40., 0., 20.);
map_ME_UParT_["sv_dxy"] = ibook.book1D("sv_dxy", "", 100, -5., 5.);
map_ME_UParT_["sv_dxysig"] = ibook.book1D("sv_dxysig", "", 120, 0., 30.);
map_ME_UParT_["sv_d3d"] = ibook.book1D("sv_d3d", "", 100, 0., 5.);
map_ME_UParT_["sv_d3dsig"] = ibook.book1D("sv_d3dsig", "", 120, 0., 30.);
map_ME_UParT_["sv_costhetasvpv"] = ibook.book1D("sv_costhetasvpv", "", 100, -1., 1.);
map_ME_UParT_["sv_enratio"] = ibook.book1D("sv_enratio", "", 100, 0., 1.);
map_ME_UParT_["max_cpf_n"] = ibook.book1D("max_cpf_n", "", 31, -0.5, 30.5);
map_ME_UParT_["max_lt_n"] = ibook.book1D("max_lt_n", "", 11, -0.5, 10.5);
map_ME_UParT_["max_npf_n"] = ibook.book1D("max_npf_n", "", 31, -0.5, 30.5);
map_ME_UParT_["max_sv_n"] = ibook.book1D("max_sv_n", "", 11, -0.5, 10.5);
}
}
void MiniAODTagInfoAnalyzer::analyze(const edm::Event& iEvent, const edm::EventSetup& iSetup) {
// Get the vector of jets
edm::Handle<edm::View<reco::Jet>> jetCollection;
iEvent.getByToken(jetToken_, jetCollection);
//
std::vector<edm::Handle<edm::View<reco::BaseTagInfo>>> jetTagInfos;
jetTagInfos.resize(tagInfoTokens_.size());
for (size_t i = 0; i < tagInfoTokens_.size(); ++i) {
iEvent.getByToken(tagInfoTokens_[i], jetTagInfos[i]);
}
//
// Loop over the pat::Jets
//
size_t idx = 0;
edm::View<reco::Jet>::const_iterator jet;
for (jet = jetCollection->begin(), idx = 0; jet != jetCollection->end(); ++jet, ++idx) {
if (jet->pt() < ptMin_)
continue;
if (std::abs(jet->eta()) > absEtaMax_ || std::abs(jet->eta()) < absEtaMin_)
continue;
edm::RefToBase<reco::Jet> jetRef = jetCollection->refAt(idx);
const pat::Jet* patjet = nullptr;
patjet = dynamic_cast<const pat::Jet*>(&(*jet));
if (patjet) {
if (jetPartonFlavour_ == 5) {
if (abs(patjet->partonFlavour()) != 5)
continue;
} else if (jetPartonFlavour_ == 4) {
if (abs(patjet->partonFlavour()) != 4)
continue;
} else if (jetPartonFlavour_ == 1) {
bool isLightJet = abs(patjet->partonFlavour()) >= 1 && abs(patjet->partonFlavour()) <= 3;
bool isGluonJet = patjet->partonFlavour() == 21;
bool isUndefJet = patjet->partonFlavour() == 0;
if (!(isLightJet || isGluonJet || isUndefJet))
continue;
}
}
//
// Loop over tag infos
//
for (size_t k = 0; k < jetTagInfos.size(); ++k) {
const edm::View<reco::BaseTagInfo>& taginfos = *jetTagInfos[k];
//
// Same procedure in PATJetProducer
//
// This is not associative, so we have to search the jet
edm::Ptr<reco::BaseTagInfo> match;
// Try first by 'same index'
if ((idx < taginfos.size()) && (taginfos[idx].jet() == jetRef)) {
match = taginfos.ptrAt(idx);
} else {
// otherwise fail back to a simple search
for (edm::View<reco::BaseTagInfo>::const_iterator itTI = taginfos.begin(), edTI = taginfos.end(); itTI != edTI;
++itTI) {
if (itTI->jet() == jetRef) {
match = taginfos.ptrAt(itTI - taginfos.begin());
break;
}
}
}
//
//
//
if (match.isNonnull()) {
if (jetTagInfos_[k].find("pfDeepFlavour") != std::string::npos && doDeepJet_) {
const reco::DeepFlavourTagInfo* taginfo = static_cast<const reco::DeepFlavourTagInfo*>(match.get());
if (!taginfo) {
throw cms::Exception("Configuration")
<< "MiniAODTagInfoAnalyzer: not of type DeepFlavourTagInfo. " << std::endl;
}
analyzeTagInfoDeepJet(taginfo);
} else if (jetTagInfos_[k].find("pfParticleNetFromMiniAODAK4PuppiCentral") != std::string::npos &&
doParticleNetCentral_) {
const reco::DeepBoostedJetTagInfo* taginfo = static_cast<const reco::DeepBoostedJetTagInfo*>(match.get());
if (!taginfo) {
throw cms::Exception("Configuration")
<< "MiniAODTagInfoAnalyzer: not of type DeepBoostedJetTagInfo. " << std::endl;
}
analyzeTagInfoParticleNet(taginfo);
} else if (jetTagInfos_[k].find("pfParticleNetFromMiniAODAK4PuppiForward") != std::string::npos &&
doParticleNetForward_) {
const reco::DeepBoostedJetTagInfo* taginfo = static_cast<const reco::DeepBoostedJetTagInfo*>(match.get());
if (!taginfo) {
throw cms::Exception("Configuration")
<< "MiniAODTagInfoAnalyzer: not of type DeepBoostedJetTagInfo. " << std::endl;
}
analyzeTagInfoParticleNet(taginfo);
} else if (jetTagInfos_[k].find("pfUnifiedParticleTransformerAK4") != std::string::npos &&
doUnifiedParticleTransformerAK4_) {
const reco::UnifiedParticleTransformerAK4TagInfo* taginfo =
static_cast<const reco::UnifiedParticleTransformerAK4TagInfo*>(match.get());
if (!taginfo) {
throw cms::Exception("Configuration")
<< "MiniAODTagInfoAnalyzer: not of type UnifiedParticleTransformerAK4TagInfo. " << std::endl;
}
analyzeTagInfoUnifiedParticleTransformerAK4(taginfo);
}
}
}
}
}
void MiniAODTagInfoAnalyzer::analyzeTagInfoDeepJet(const reco::DeepFlavourTagInfo* taginfo) {
const auto& features = taginfo->features();
size_t n_cpf_ = (unsigned int)25;
size_t n_npf_ = (unsigned int)25;
size_t n_sv_ = (unsigned int)4;
// c_pf candidates
auto max_c_pf_n = std::min(features.c_pf_features.size(), 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);
map_ME_DeepJet_["c_pf_btagPf_trackEtaRel"]->Fill(c_pf_features.btagPf_trackEtaRel);
map_ME_DeepJet_["c_pf_btagPf_trackPtRel"]->Fill(c_pf_features.btagPf_trackPtRel);
map_ME_DeepJet_["c_pf_btagPf_trackPPar"]->Fill(c_pf_features.btagPf_trackPPar);
map_ME_DeepJet_["c_pf_btagPf_trackDeltaR"]->Fill(c_pf_features.btagPf_trackDeltaR);
map_ME_DeepJet_["c_pf_btagPf_trackPParRatio"]->Fill(c_pf_features.btagPf_trackPParRatio);
map_ME_DeepJet_["c_pf_btagPf_trackSip2dVal"]->Fill(c_pf_features.btagPf_trackSip2dVal);
map_ME_DeepJet_["c_pf_btagPf_trackSip2dSig"]->Fill(c_pf_features.btagPf_trackSip2dSig);
map_ME_DeepJet_["c_pf_btagPf_trackSip3dVal"]->Fill(c_pf_features.btagPf_trackSip3dVal);
map_ME_DeepJet_["c_pf_btagPf_trackSip3dSig"]->Fill(c_pf_features.btagPf_trackSip3dSig);
map_ME_DeepJet_["c_pf_btagPf_trackJetDistVal"]->Fill(c_pf_features.btagPf_trackJetDistVal);
map_ME_DeepJet_["c_pf_ptrel"]->Fill(c_pf_features.ptrel);
map_ME_DeepJet_["c_pf_drminsv"]->Fill(c_pf_features.drminsv);
map_ME_DeepJet_["c_pf_vtx_ass"]->Fill(c_pf_features.vtx_ass);
map_ME_DeepJet_["c_pf_puppiw"]->Fill(c_pf_features.puppiw);
map_ME_DeepJet_["c_pf_chi2"]->Fill(c_pf_features.chi2);
map_ME_DeepJet_["c_pf_quality"]->Fill(c_pf_features.quality);
}
// n_pf candidates
auto max_n_pf_n = std::min(features.n_pf_features.size(), 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);
map_ME_DeepJet_["n_pf_ptrel"]->Fill(n_pf_features.ptrel);
map_ME_DeepJet_["n_pf_deltaR"]->Fill(n_pf_features.deltaR);
map_ME_DeepJet_["n_pf_isGamma"]->Fill(n_pf_features.isGamma);
map_ME_DeepJet_["n_pf_hadFrac"]->Fill(n_pf_features.hadFrac);
map_ME_DeepJet_["n_pf_drminsv"]->Fill(n_pf_features.drminsv);
map_ME_DeepJet_["n_pf_puppiw"]->Fill(n_pf_features.puppiw);
}
// sv candidates
auto max_sv_n = std::min(features.sv_features.size(), n_sv_);
for (std::size_t sv_n = 0; sv_n < max_sv_n; sv_n++) {
const auto& sv_features = features.sv_features.at(sv_n);
map_ME_DeepJet_["sv_pt"]->Fill(sv_features.pt);
map_ME_DeepJet_["sv_deltaR"]->Fill(sv_features.deltaR);
map_ME_DeepJet_["sv_mass"]->Fill(sv_features.mass);
map_ME_DeepJet_["sv_ntracks"]->Fill(sv_features.ntracks);
map_ME_DeepJet_["sv_chi2"]->Fill(sv_features.chi2);
map_ME_DeepJet_["sv_normchi2"]->Fill(sv_features.normchi2);
map_ME_DeepJet_["sv_dxy"]->Fill(sv_features.dxy);
map_ME_DeepJet_["sv_dxysig"]->Fill(sv_features.dxysig);
map_ME_DeepJet_["sv_d3d"]->Fill(sv_features.d3d);
map_ME_DeepJet_["sv_d3dsig"]->Fill(sv_features.d3dsig);
map_ME_DeepJet_["sv_costhetasvpv"]->Fill(sv_features.costhetasvpv);
map_ME_DeepJet_["sv_enratio"]->Fill(sv_features.enratio);
}
map_ME_DeepJet_["max_cpf_n"]->Fill(max_c_pf_n);
map_ME_DeepJet_["max_npf_n"]->Fill(max_n_pf_n);
map_ME_DeepJet_["max_sv_n"]->Fill(max_sv_n);
map_ME_DeepJet_["pv_n"]->Fill(features.npv);
}
void MiniAODTagInfoAnalyzer::analyzeTagInfoParticleNet(const reco::DeepBoostedJetTagInfo* taginfo) {
const auto& features = taginfo->features();
int nfeatures_pfcand = features.get("pfcand_mask").size();
int nfeatures_sv = features.get("sv_mask").size();
int nfeatures_lt = features.get("lt_mask").size();
for (int i = 0; i < nfeatures_pfcand; i++) {
map_ME_ParticleNet_["pfcand_pt_log"]->Fill(features.get("jet_pfcand_pt_log")[i]);
map_ME_ParticleNet_["pfcand_energy_log"]->Fill(features.get("jet_pfcand_energy_log")[i]);
map_ME_ParticleNet_["pfcand_deta"]->Fill(features.get("jet_pfcand_deta")[i]);
map_ME_ParticleNet_["pfcand_dphi"]->Fill(features.get("jet_pfcand_dphi")[i]);
map_ME_ParticleNet_["pfcand_eta"]->Fill(features.get("jet_pfcand_eta")[i]);
map_ME_ParticleNet_["pfcand_charge"]->Fill(features.get("jet_pfcand_charge")[i]);
map_ME_ParticleNet_["pfcand_frompv"]->Fill(features.get("jet_pfcand_frompv")[i]);
map_ME_ParticleNet_["pfcand_nlostinnerhits"]->Fill(features.get("jet_pfcand_nlostinnerhits")[i]);
map_ME_ParticleNet_["pfcand_track_chi2"]->Fill(features.get("jet_pfcand_track_chi2")[i]);
map_ME_ParticleNet_["pfcand_track_qual"]->Fill(features.get("jet_pfcand_track_qual")[i]);
map_ME_ParticleNet_["pfcand_dz"]->Fill(features.get("jet_pfcand_dz")[i]);
map_ME_ParticleNet_["pfcand_dzsig"]->Fill(features.get("jet_pfcand_dzsig")[i]);
map_ME_ParticleNet_["pfcand_dxy"]->Fill(features.get("jet_pfcand_dxy")[i]);
map_ME_ParticleNet_["pfcand_dxysig"]->Fill(features.get("jet_pfcand_dxysig")[i]);
map_ME_ParticleNet_["pfcand_etarel"]->Fill(features.get("jet_pfcand_etarel")[i]);
map_ME_ParticleNet_["pfcand_pperp_ratio"]->Fill(features.get("jet_pfcand_pperp_ratio")[i]);
map_ME_ParticleNet_["pfcand_ppara_ratio"]->Fill(features.get("jet_pfcand_ppara_ratio")[i]);
map_ME_ParticleNet_["pfcand_trackjet_d3d"]->Fill(features.get("jet_pfcand_trackjet_d3d")[i]);
map_ME_ParticleNet_["pfcand_trackjet_d3dsig"]->Fill(features.get("jet_pfcand_trackjet_d3dsig")[i]);
map_ME_ParticleNet_["pfcand_trackjet_dist"]->Fill(features.get("jet_pfcand_trackjet_dist")[i]);
map_ME_ParticleNet_["pfcand_nhits"]->Fill(features.get("jet_pfcand_nhits")[i]);
map_ME_ParticleNet_["pfcand_npixhits"]->Fill(features.get("jet_pfcand_npixhits")[i]);
map_ME_ParticleNet_["pfcand_nstriphits"]->Fill(features.get("jet_pfcand_nstriphits")[i]);
map_ME_ParticleNet_["pfcand_trackjet_decayL"]->Fill(features.get("jet_pfcand_trackjet_decayL")[i]);
map_ME_ParticleNet_["pfcand_id"]->Fill(features.get("jet_pfcand_id")[i]);
map_ME_ParticleNet_["pfcand_calofraction"]->Fill(features.get("jet_pfcand_calofraction")[i]);
map_ME_ParticleNet_["pfcand_hcalfraction"]->Fill(features.get("jet_pfcand_hcalfraction")[i]);
map_ME_ParticleNet_["pfcand_puppiw"]->Fill(features.get("jet_pfcand_puppiw")[i]);
map_ME_ParticleNet_["pfcand_muon_id"]->Fill(features.get("jet_pfcand_muon_id")[i]);
map_ME_ParticleNet_["pfcand_muon_isglobal"]->Fill(features.get("jet_pfcand_muon_isglobal")[i]);
map_ME_ParticleNet_["pfcand_muon_segcomp"]->Fill(features.get("jet_pfcand_muon_segcomp")[i]);
map_ME_ParticleNet_["pfcand_muon_chi2"]->Fill(features.get("jet_pfcand_muon_chi2")[i]);
map_ME_ParticleNet_["pfcand_muon_nvalidhit"]->Fill(features.get("jet_pfcand_muon_nvalidhit")[i]);
map_ME_ParticleNet_["pfcand_muon_nstation"]->Fill(features.get("jet_pfcand_muon_nstation")[i]);
map_ME_ParticleNet_["pfcand_electron_detaIn"]->Fill(features.get("jet_pfcand_electron_detaIn")[i]);
map_ME_ParticleNet_["pfcand_electron_dphiIn"]->Fill(features.get("jet_pfcand_electron_dphiIn")[i]);
map_ME_ParticleNet_["pfcand_electron_sigIetaIeta"]->Fill(features.get("jet_pfcand_electron_sigIetaIeta")[i]);
map_ME_ParticleNet_["pfcand_electron_sigIphiIphi"]->Fill(features.get("jet_pfcand_electron_sigIphiIphi")[i]);
map_ME_ParticleNet_["pfcand_electron_r9"]->Fill(features.get("jet_pfcand_electron_r9")[i]);
map_ME_ParticleNet_["pfcand_electron_convProb"]->Fill(features.get("jet_pfcand_electron_convProb")[i]);
map_ME_ParticleNet_["pfcand_photon_sigIetaIeta"]->Fill(features.get("jet_pfcand_photon_sigIetaIeta")[i]);
map_ME_ParticleNet_["pfcand_photon_r9"]->Fill(features.get("jet_pfcand_photon_r9")[i]);
map_ME_ParticleNet_["pfcand_photon_eVeto"]->Fill(features.get("jet_pfcand_photon_eVeto")[i]);
map_ME_ParticleNet_["pfcand_tau_signal"]->Fill(features.get("jet_pfcand_tau_signal")[i]);
}
for (int i = 0; i < nfeatures_sv; i++) {
map_ME_ParticleNet_["sv_pt_log"]->Fill(features.get("jet_sv_pt_log")[i]);
map_ME_ParticleNet_["sv_mass"]->Fill(features.get("jet_sv_mass")[i]);
map_ME_ParticleNet_["sv_deta"]->Fill(features.get("jet_sv_deta")[i]);
map_ME_ParticleNet_["sv_dphi"]->Fill(features.get("jet_sv_dphi")[i]);
map_ME_ParticleNet_["sv_eta"]->Fill(features.get("jet_sv_eta")[i]);
map_ME_ParticleNet_["sv_ntrack"]->Fill(features.get("jet_sv_ntrack")[i]);
map_ME_ParticleNet_["sv_chi2"]->Fill(features.get("jet_sv_chi2")[i]);
map_ME_ParticleNet_["sv_dxy"]->Fill(features.get("jet_sv_dxy")[i]);
map_ME_ParticleNet_["sv_dxysig"]->Fill(features.get("jet_sv_dxysig")[i]);
map_ME_ParticleNet_["sv_d3d"]->Fill(features.get("jet_sv_d3d")[i]);
map_ME_ParticleNet_["sv_d3dsig"]->Fill(features.get("jet_sv_d3dsig")[i]);
}
for (int i = 0; i < nfeatures_lt; i++) {
map_ME_ParticleNet_["losttrack_pt_log"]->Fill(features.get("jet_losttrack_pt_log")[i]);
map_ME_ParticleNet_["losttrack_eta"]->Fill(features.get("jet_losttrack_eta")[i]);
map_ME_ParticleNet_["losttrack_deta"]->Fill(features.get("jet_losttrack_deta")[i]);
map_ME_ParticleNet_["losttrack_dphi"]->Fill(features.get("jet_losttrack_dphi")[i]);
map_ME_ParticleNet_["losttrack_charge"]->Fill(features.get("jet_losttrack_charge")[i]);
map_ME_ParticleNet_["losttrack_frompv"]->Fill(features.get("jet_losttrack_frompv")[i]);
map_ME_ParticleNet_["losttrack_track_chi2"]->Fill(features.get("jet_losttrack_track_chi2")[i]);
map_ME_ParticleNet_["losttrack_track_qual"]->Fill(features.get("jet_losttrack_track_qual")[i]);
map_ME_ParticleNet_["losttrack_dz"]->Fill(features.get("jet_losttrack_dz")[i]);
map_ME_ParticleNet_["losttrack_dxy"]->Fill(features.get("jet_losttrack_dxy")[i]);
map_ME_ParticleNet_["losttrack_dzsig"]->Fill(features.get("jet_losttrack_dzsig")[i]);
map_ME_ParticleNet_["losttrack_dxysig"]->Fill(features.get("jet_losttrack_dxysig")[i]);
map_ME_ParticleNet_["losttrack_etarel"]->Fill(features.get("jet_losttrack_etarel")[i]);
map_ME_ParticleNet_["losttrack_trackjet_d3d"]->Fill(features.get("jet_losttrack_trackjet_d3d")[i]);
map_ME_ParticleNet_["losttrack_trackjet_d3dsig"]->Fill(features.get("jet_losttrack_trackjet_d3dsig")[i]);
map_ME_ParticleNet_["losttrack_trackjet_dist"]->Fill(features.get("jet_losttrack_trackjet_dist")[i]);
map_ME_ParticleNet_["losttrack_trackjet_decayL"]->Fill(features.get("jet_losttrack_trackjet_decayL")[i]);
map_ME_ParticleNet_["losttrack_npixhits"]->Fill(features.get("jet_losttrack_npixhits")[i]);
map_ME_ParticleNet_["losttrack_nstriphits"]->Fill(features.get("jet_losttrack_nstriphits")[i]);
}
map_ME_ParticleNet_["pfcand_n"]->Fill(nfeatures_pfcand);
map_ME_ParticleNet_["sv_n"]->Fill(nfeatures_sv);
map_ME_ParticleNet_["lt_n"]->Fill(nfeatures_lt);
}
void MiniAODTagInfoAnalyzer::analyzeTagInfoUnifiedParticleTransformerAK4(
const reco::UnifiedParticleTransformerAK4TagInfo* taginfo) {
const auto& features = taginfo->features();
size_t n_cpf_ = (unsigned int)29;
size_t n_lt_ = (unsigned int)5;
size_t n_npf_ = (unsigned int)25;
size_t n_sv_ = (unsigned int)5;
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);
map_ME_UParT_["c_pf_btagPf_trackEtaRel"]->Fill(c_pf_features.btagPf_trackEtaRel);
map_ME_UParT_["c_pf_btagPf_trackPtRel"]->Fill(c_pf_features.btagPf_trackPtRel);
map_ME_UParT_["c_pf_btagPf_trackPPar"]->Fill(c_pf_features.btagPf_trackPPar);
map_ME_UParT_["c_pf_btagPf_trackDeltaR"]->Fill(c_pf_features.btagPf_trackDeltaR);
map_ME_UParT_["c_pf_btagPf_trackPParRatio"]->Fill(c_pf_features.btagPf_trackPParRatio);
map_ME_UParT_["c_pf_btagPf_trackSip2dVal"]->Fill(c_pf_features.btagPf_trackSip2dVal);
map_ME_UParT_["c_pf_btagPf_trackSip2dSig"]->Fill(c_pf_features.btagPf_trackSip2dSig);
map_ME_UParT_["c_pf_btagPf_trackSip3dVal"]->Fill(c_pf_features.btagPf_trackSip3dVal);
map_ME_UParT_["c_pf_btagPf_trackSip3dSig"]->Fill(c_pf_features.btagPf_trackSip3dSig);
map_ME_UParT_["c_pf_btagPf_trackJetDistVal"]->Fill(c_pf_features.btagPf_trackJetDistVal);
map_ME_UParT_["c_pf_btagPf_trackDecayLen"]->Fill(c_pf_features.btagPf_trackDecayLen);
map_ME_UParT_["c_pf_ptrel"]->Fill(c_pf_features.ptrel);
map_ME_UParT_["c_pf_drminsv"]->Fill(c_pf_features.drminsv);
map_ME_UParT_["c_pf_vtx_ass"]->Fill(c_pf_features.vtx_ass);
map_ME_UParT_["c_pf_puppiw"]->Fill(c_pf_features.puppiw);
map_ME_UParT_["c_pf_chi2"]->Fill(c_pf_features.chi2);
map_ME_UParT_["c_pf_quality"]->Fill(c_pf_features.quality);
map_ME_UParT_["c_pf_charge"]->Fill(c_pf_features.charge);
map_ME_UParT_["c_pf_dz"]->Fill(c_pf_features.dz);
map_ME_UParT_["c_pf_HadFrac"]->Fill(c_pf_features.HadFrac);
map_ME_UParT_["c_pf_CaloFrac"]->Fill(c_pf_features.CaloFrac);
map_ME_UParT_["c_pf_pdgID"]->Fill(c_pf_features.pdgID);
map_ME_UParT_["c_pf_lostInnerHits"]->Fill(c_pf_features.lostInnerHits);
map_ME_UParT_["c_pf_numberOfPixelHits"]->Fill(c_pf_features.numberOfPixelHits);
map_ME_UParT_["c_pf_numberOfStripHits"]->Fill(c_pf_features.numberOfStripHits);
}
auto max_lt_n = std::min(features.lt_features.size(), (std::size_t)n_lt_);
for (std::size_t lt_n = 0; lt_n < max_lt_n; lt_n++) {
const auto& lt_features = features.lt_features.at(lt_n);
map_ME_UParT_["lt_btagPf_trackEtaRel"]->Fill(lt_features.btagPf_trackEtaRel);
map_ME_UParT_["lt_btagPf_trackPtRel"]->Fill(lt_features.btagPf_trackPtRel);
map_ME_UParT_["lt_btagPf_trackPPar"]->Fill(lt_features.btagPf_trackPPar);
map_ME_UParT_["lt_btagPf_trackDeltaR"]->Fill(lt_features.btagPf_trackDeltaR);
map_ME_UParT_["lt_btagPf_trackPParRatio"]->Fill(lt_features.btagPf_trackPParRatio);
map_ME_UParT_["lt_btagPf_trackSip2dVal"]->Fill(lt_features.btagPf_trackSip2dVal);
map_ME_UParT_["lt_btagPf_trackSip2dSig"]->Fill(lt_features.btagPf_trackSip2dSig);
map_ME_UParT_["lt_btagPf_trackSip3dVal"]->Fill(lt_features.btagPf_trackSip3dVal);
map_ME_UParT_["lt_btagPf_trackSip3dSig"]->Fill(lt_features.btagPf_trackSip3dSig);
map_ME_UParT_["lt_btagPf_trackJetDistVal"]->Fill(lt_features.btagPf_trackJetDistVal);
map_ME_UParT_["lt_drminsv"]->Fill(lt_features.drminsv);
map_ME_UParT_["lt_charge"]->Fill(lt_features.charge);
map_ME_UParT_["lt_puppiw"]->Fill(lt_features.puppiw);
map_ME_UParT_["lt_chi2"]->Fill(lt_features.chi2);
map_ME_UParT_["lt_quality"]->Fill(lt_features.quality);
map_ME_UParT_["lt_lostInnerHits"]->Fill(lt_features.lostInnerHits);
map_ME_UParT_["lt_numberOfPixelHits"]->Fill(lt_features.numberOfPixelHits);
map_ME_UParT_["lt_numberOfStripHits"]->Fill(lt_features.numberOfStripHits);
}
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);
map_ME_UParT_["n_pf_ptrel"]->Fill(n_pf_features.ptrel);
map_ME_UParT_["n_pf_etarel"]->Fill(n_pf_features.etarel);
map_ME_UParT_["n_pf_phirel"]->Fill(n_pf_features.phirel);
map_ME_UParT_["n_pf_deltaR"]->Fill(n_pf_features.deltaR);
map_ME_UParT_["n_pf_isGamma"]->Fill(n_pf_features.isGamma);
map_ME_UParT_["n_pf_hadFrac"]->Fill(n_pf_features.hadFrac);
map_ME_UParT_["n_pf_drminsv"]->Fill(n_pf_features.drminsv);
map_ME_UParT_["n_pf_puppiw"]->Fill(n_pf_features.puppiw);
}
auto max_sv_n = std::min(features.sv_features.size(), (std::size_t)n_sv_);
for (std::size_t sv_n = 0; sv_n < max_sv_n; sv_n++) {
const auto& sv_features = features.sv_features.at(sv_n);
map_ME_UParT_["sv_pt"]->Fill(sv_features.pt);
map_ME_UParT_["sv_deltaR"]->Fill(sv_features.deltaR);
map_ME_UParT_["sv_mass"]->Fill(sv_features.mass);
map_ME_UParT_["sv_etarel"]->Fill(sv_features.etarel);
map_ME_UParT_["sv_phirel"]->Fill(sv_features.phirel);
map_ME_UParT_["sv_ntracks"]->Fill(sv_features.ntracks);
map_ME_UParT_["sv_chi2"]->Fill(sv_features.chi2);
map_ME_UParT_["sv_normchi2"]->Fill(sv_features.normchi2);
map_ME_UParT_["sv_dxy"]->Fill(sv_features.dxy);
map_ME_UParT_["sv_dxysig"]->Fill(sv_features.dxysig);
map_ME_UParT_["sv_d3d"]->Fill(sv_features.d3d);
map_ME_UParT_["sv_d3dsig"]->Fill(sv_features.d3dsig);
map_ME_UParT_["sv_costhetasvpv"]->Fill(sv_features.costhetasvpv);
map_ME_UParT_["sv_enratio"]->Fill(sv_features.enratio);
}
map_ME_UParT_["max_cpf_n"]->Fill(max_c_pf_n);
map_ME_UParT_["max_lt_n"]->Fill(max_lt_n);
map_ME_UParT_["max_npf_n"]->Fill(max_n_pf_n);
map_ME_UParT_["max_sv_n"]->Fill(max_sv_n);
}
//define this as a plug-in
DEFINE_FWK_MODULE(MiniAODTagInfoAnalyzer);
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