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File indexing completed on 2023-03-17 11:17:10 

0001 #ifndef RecoBTag_SecondaryVertex_CombinedSVComputer_h
0002 #define RecoBTag_SecondaryVertex_CombinedSVComputer_h
0003 
0004 #include <iostream>
0005 #include <cstddef>
0006 #include <string>
0007 #include <cmath>
0008 #include <vector>
0009 
0010 #include <Math/VectorUtil.h>
0011 
0012 #include "FWCore/ParameterSet/interface/ParameterSet.h"
0013 #include "FWCore/Utilities/interface/Exception.h"
0014 #include "FWCore/ParameterSet/interface/ParameterSet.h"
0015 
0016 #include "DataFormats/Math/interface/Vector3D.h"
0017 #include "DataFormats/Math/interface/LorentzVector.h"
0018 #include "DataFormats/GeometryCommonDetAlgo/interface/Measurement1D.h"
0019 #include "DataFormats/GeometryVector/interface/GlobalPoint.h"
0020 #include "DataFormats/GeometryVector/interface/GlobalVector.h"
0021 #include "DataFormats/GeometryVector/interface/VectorUtil.h"
0022 #include "DataFormats/TrackReco/interface/Track.h"
0023 #include "DataFormats/TrackReco/interface/TrackFwd.h"
0024 #include "DataFormats/BTauReco/interface/SecondaryVertexTagInfo.h"
0025 #include "DataFormats/BTauReco/interface/CandSecondaryVertexTagInfo.h"
0026 #include "DataFormats/BTauReco/interface/TaggingVariable.h"
0027 #include "DataFormats/BTauReco/interface/VertexTypes.h"
0028 #include "DataFormats/BTauReco/interface/ParticleMasses.h"
0029 #include "DataFormats/JetReco/interface/PFJet.h"
0030 #include "DataFormats/PatCandidates/interface/Jet.h"
0031 
0032 #include "RecoBTag/SecondaryVertex/interface/TrackSelector.h"
0033 #include "RecoBTag/SecondaryVertex/interface/V0Filter.h"
0034 #include "RecoBTag/SecondaryVertex/interface/TrackSorting.h"
0035 #include "RecoBTag/SecondaryVertex/interface/TrackKinematics.h"
0036 
0037 #define range_for(i, x) for (int i = (x).begin; i != (x).end; i += (x).increment)
0038 
0039 class CombinedSVComputer {
0040 public:
0041   explicit CombinedSVComputer(const edm::ParameterSet &params);
0042   virtual ~CombinedSVComputer() = default;
0043   virtual reco::TaggingVariableList operator()(const reco::TrackIPTagInfo &ipInfo,
0044                                                const reco::SecondaryVertexTagInfo &svInfo) const;
0045   virtual reco::TaggingVariableList operator()(const reco::CandIPTagInfo &ipInfo,
0046                                                const reco::CandSecondaryVertexTagInfo &svInfo) const;
0047 
0048   struct IterationRange {
0049     int begin, end, increment;
0050   };
0051   double flipValue(double value, bool vertex) const;
0052   IterationRange flipIterate(int size, bool vertex) const;
0053 
0054   edm::ParameterSet dropDeltaR(const edm::ParameterSet &pset) const;
0055 
0056   const reco::btag::TrackIPData &threshTrack(const reco::CandIPTagInfo &trackIPTagInfo,
0057                                              const reco::btag::SortCriteria sort,
0058                                              const reco::Jet &jet,
0059                                              const GlobalPoint &pv) const;
0060   const reco::btag::TrackIPData &threshTrack(const reco::TrackIPTagInfo &trackIPTagInfo,
0061                                              const reco::btag::SortCriteria sort,
0062                                              const reco::Jet &jet,
0063                                              const GlobalPoint &pv) const;
0064   template <class SVTI, class IPTI>
0065   void fillCommonVariables(reco::TaggingVariableList &vars,
0066                            reco::TrackKinematics &vertexKinematics,
0067                            const IPTI &ipInfo,
0068                            const SVTI &svInfo,
0069                            double &vtx_track_ptSum,
0070                            double &vtx_track_ESum) const;
0071 
0072 private:
0073   bool trackFlip;
0074   bool vertexFlip;
0075   double charmCut;
0076   reco::btag::SortCriteria sortCriterium;
0077   reco::TrackSelector trackSelector;
0078   reco::TrackSelector trackNoDeltaRSelector;
0079   reco::TrackSelector trackPseudoSelector;
0080   unsigned int pseudoMultiplicityMin;
0081   unsigned int trackMultiplicityMin;
0082   double minTrackWeight;
0083   bool useTrackWeights;
0084   bool vertexMassCorrection;
0085   reco::V0Filter pseudoVertexV0Filter;
0086   reco::V0Filter trackPairV0Filter;
0087   std::vector<reco::btau::TaggingVariableName> taggingVariables;
0088 };
0089 
0090 template <class SVTI, class IPTI>
0091 void CombinedSVComputer::fillCommonVariables(reco::TaggingVariableList &vars,
0092                                              reco::TrackKinematics &vertexKinematics,
0093                                              const IPTI &ipInfo,
0094                                              const SVTI &svInfo,
0095                                              double &vtx_track_ptSum,
0096                                              double &vtx_track_ESum) const {
0097   using namespace ROOT::Math;
0098   using namespace reco;
0099 
0100   typedef typename IPTI::input_container Container;
0101   typedef typename Container::value_type TrackRef;
0102 
0103   edm::RefToBase<Jet> jet = ipInfo.jet();
0104   math::XYZVector jetDir = jet->momentum().Unit();
0105   bool havePv = ipInfo.primaryVertex().isNonnull();
0106   GlobalPoint pv;
0107   if (havePv)
0108     pv = GlobalPoint(ipInfo.primaryVertex()->x(), ipInfo.primaryVertex()->y(), ipInfo.primaryVertex()->z());
0109 
0110   btag::Vertices::VertexType vtxType = btag::Vertices::NoVertex;
0111 
0112   vars.insert(btau::jetPt, jet->pt(), true);
0113   vars.insert(btau::jetEta, jet->eta(), true);
0114   vars.insert(btau::jetAbsEta, fabs(jet->eta()), true);
0115 
0116   if (ipInfo.selectedTracks().size() < trackMultiplicityMin)
0117     return;
0118 
0119   vars.insert(btau::jetNTracks, ipInfo.selectedTracks().size(), true);
0120 
0121   TrackKinematics allKinematics;
0122   TrackKinematics trackJetKinematics;
0123 
0124   double jet_track_ESum = 0.;
0125 
0126   int vtx = -1;
0127 
0128   IterationRange range = flipIterate(svInfo.nVertices(), true);
0129   range_for(i, range) {
0130     if (vtx < 0)
0131       vtx = i;
0132   }
0133 
0134   if (vtx >= 0) {
0135     vtxType = btag::Vertices::RecoVertex;
0136     vars.insert(btau::flightDistance1dVal, flipValue(svInfo.flightDistance(vtx, 1).value(), true), true);
0137     vars.insert(btau::flightDistance1dSig, flipValue(svInfo.flightDistance(vtx, 1).significance(), true), true);
0138     vars.insert(btau::flightDistance2dVal, flipValue(svInfo.flightDistance(vtx, 2).value(), true), true);
0139     vars.insert(btau::flightDistance2dSig, flipValue(svInfo.flightDistance(vtx, 2).significance(), true), true);
0140     vars.insert(btau::flightDistance3dVal, flipValue(svInfo.flightDistance(vtx, 3).value(), true), true);
0141     vars.insert(btau::flightDistance3dSig, flipValue(svInfo.flightDistance(vtx, 3).significance(), true), true);
0142     vars.insert(btau::vertexJetDeltaR, Geom::deltaR(svInfo.flightDirection(vtx), vertexFlip ? -jetDir : jetDir), true);
0143     vars.insert(btau::jetNSecondaryVertices, svInfo.nVertices(), true);
0144   }
0145 
0146   std::vector<std::size_t> indices = ipInfo.sortedIndexes(sortCriterium);
0147   const std::vector<reco::btag::TrackIPData> &ipData = ipInfo.impactParameterData();
0148 
0149   const Container &tracks = ipInfo.selectedTracks();
0150   std::vector<TrackRef> pseudoVertexTracks;
0151 
0152   std::vector<TrackRef> trackPairV0Test(2);
0153   range = flipIterate(indices.size(), false);
0154   range_for(i, range) {
0155     std::size_t idx = indices[i];
0156     const reco::btag::TrackIPData &data = ipData[idx];
0157     const TrackRef &track = tracks[idx];
0158 
0159     jet_track_ESum += std::sqrt(track->momentum().Mag2() + ROOT::Math::Square(ParticleMasses::piPlus));
0160 
0161     // add track to kinematics for all tracks in jet
0162     //allKinematics.add(track); // would make more sense for some variables, e.g. vertexEnergyRatio nicely between 0 and 1, but not necessarily the best option for the discriminating power...
0163 
0164     // filter track -> this track selection can be tighter than the vertex track selection (used to fill the track related variables...)
0165     if (!trackSelector(track, data, *jet, pv))
0166       continue;
0167 
0168     // add track to kinematics for all tracks in jet
0169     allKinematics.add(track);
0170 
0171     // if no vertex was reconstructed, attempt pseudo vertex
0172     if (vtxType == btag::Vertices::NoVertex && trackPseudoSelector(track, data, *jet, pv)) {
0173       pseudoVertexTracks.push_back(track);
0174       vertexKinematics.add(track);
0175     }
0176 
0177     // check against all other tracks for V0 track pairs
0178     trackPairV0Test[0] = track;
0179     bool ok = true;
0180     range_for(j, range) {
0181       if (i == j)
0182         continue;
0183 
0184       std::size_t pairIdx = indices[j];
0185       const reco::btag::TrackIPData &pairTrackData = ipData[pairIdx];
0186       const TrackRef &pairTrack = tracks[pairIdx];
0187 
0188       if (!trackSelector(pairTrack, pairTrackData, *jet, pv))
0189         continue;
0190 
0191       trackPairV0Test[1] = pairTrack;
0192       if (!trackPairV0Filter(trackPairV0Test)) {
0193         ok = false;
0194         break;
0195       }
0196     }
0197     if (!ok)
0198       continue;
0199 
0200     trackJetKinematics.add(track);
0201 
0202     // add track variables
0203     math::XYZVector trackMom = track->momentum();
0204     double trackMag = std::sqrt(trackMom.Mag2());
0205 
0206     vars.insert(btau::trackSip3dVal, flipValue(data.ip3d.value(), false), true);
0207     vars.insert(btau::trackSip3dSig, flipValue(data.ip3d.significance(), false), true);
0208     vars.insert(btau::trackSip2dVal, flipValue(data.ip2d.value(), false), true);
0209     vars.insert(btau::trackSip2dSig, flipValue(data.ip2d.significance(), false), true);
0210     vars.insert(btau::trackJetDistVal, data.distanceToJetAxis.value(), true);
0211     //              vars.insert(btau::trackJetDistSig, data.distanceToJetAxis.significance(), true);
0212     //              vars.insert(btau::trackFirstTrackDist, data.distanceToFirstTrack, true);
0213     //              vars.insert(btau::trackGhostTrackVal, data.distanceToGhostTrack.value(), true);
0214     //              vars.insert(btau::trackGhostTrackSig, data.distanceToGhostTrack.significance(), true);
0215     vars.insert(btau::trackDecayLenVal, havePv ? (data.closestToJetAxis - pv).mag() : -1.0, true);
0216 
0217     vars.insert(btau::trackMomentum, trackMag, true);
0218     vars.insert(btau::trackEta, trackMom.Eta(), true);
0219 
0220     // check for erroneous Perp^2 values before evaluating Perp (fix for DeepCSV NaN outputs)
0221     double perp_trackMom_jetDir = VectorUtil::Perp2(trackMom, jetDir);
0222     perp_trackMom_jetDir = (perp_trackMom_jetDir > 0. ? std::sqrt(perp_trackMom_jetDir) : 0.);
0223 
0224     vars.insert(btau::trackPtRel, perp_trackMom_jetDir, true);
0225     vars.insert(btau::trackPPar, jetDir.Dot(trackMom), true);
0226     vars.insert(btau::trackDeltaR, VectorUtil::DeltaR(trackMom, jetDir), true);
0227     vars.insert(btau::trackPtRatio, perp_trackMom_jetDir / trackMag, true);
0228     vars.insert(btau::trackPParRatio, jetDir.Dot(trackMom) / trackMag, true);
0229   }
0230 
0231   if (vtxType == btag::Vertices::NoVertex && vertexKinematics.numberOfTracks() >= pseudoMultiplicityMin &&
0232       pseudoVertexV0Filter(pseudoVertexTracks)) {
0233     vtxType = btag::Vertices::PseudoVertex;
0234     for (typename std::vector<TrackRef>::const_iterator trkIt = pseudoVertexTracks.begin();
0235          trkIt != pseudoVertexTracks.end();
0236          ++trkIt) {
0237       vars.insert(btau::trackEtaRel, reco::btau::etaRel(jetDir, (*trkIt)->momentum()), true);
0238       vtx_track_ptSum += std::sqrt((*trkIt)->momentum().Perp2());
0239       vtx_track_ESum += std::sqrt((*trkIt)->momentum().Mag2() + ROOT::Math::Square(ParticleMasses::piPlus));
0240     }
0241   }
0242 
0243   vars.insert(btau::vertexCategory, vtxType, true);
0244 
0245   vars.insert(btau::trackJetPt, trackJetKinematics.vectorSum().Pt(), true);
0246   vars.insert(btau::trackSumJetDeltaR, VectorUtil::DeltaR(allKinematics.vectorSum(), jetDir), true);
0247   vars.insert(btau::trackSumJetEtRatio, allKinematics.vectorSum().Et() / ipInfo.jet()->et(), true);
0248 
0249   vars.insert(btau::trackSip3dSigAboveCharm,
0250               flipValue(threshTrack(ipInfo, reco::btag::IP3DSig, *jet, pv).ip3d.significance(), false),
0251               true);
0252   vars.insert(btau::trackSip3dValAboveCharm,
0253               flipValue(threshTrack(ipInfo, reco::btag::IP3DSig, *jet, pv).ip3d.value(), false),
0254               true);
0255   vars.insert(btau::trackSip2dSigAboveCharm,
0256               flipValue(threshTrack(ipInfo, reco::btag::IP2DSig, *jet, pv).ip2d.significance(), false),
0257               true);
0258   vars.insert(btau::trackSip2dValAboveCharm,
0259               flipValue(threshTrack(ipInfo, reco::btag::IP2DSig, *jet, pv).ip2d.value(), false),
0260               true);
0261 
0262   if (vtxType != btag::Vertices::NoVertex) {
0263     math::XYZTLorentzVector allSum = useTrackWeights ? allKinematics.weightedVectorSum() : allKinematics.vectorSum();
0264     math::XYZTLorentzVector vertexSum =
0265         useTrackWeights ? vertexKinematics.weightedVectorSum() : vertexKinematics.vectorSum();
0266 
0267     if (vtxType != btag::Vertices::RecoVertex) {
0268       vars.insert(btau::vertexNTracks, vertexKinematics.numberOfTracks(), true);
0269       vars.insert(btau::vertexJetDeltaR, VectorUtil::DeltaR(vertexSum, jetDir), true);
0270     }
0271 
0272     double vertexMass = vertexSum.M();
0273     if (vtxType == btag::Vertices::RecoVertex && vertexMassCorrection) {
0274       const GlobalVector &dir = svInfo.flightDirection(vtx);
0275       double vertexPt2 = math::XYZVector(dir.x(), dir.y(), dir.z()).Cross(vertexSum).Mag2() / dir.mag2();
0276       vertexMass = std::sqrt(vertexMass * vertexMass + vertexPt2) + std::sqrt(vertexPt2);
0277     }
0278     vars.insert(btau::vertexMass, vertexMass, true);
0279 
0280     double varPi = (vertexMass / 5.2794) *
0281                    (vtx_track_ESum / jet_track_ESum);  // 5.2794 should be the average B meson mass of PDG! CHECK!!!
0282     vars.insert(btau::massVertexEnergyFraction, varPi / (varPi + 0.04), true);
0283     double varB = (std::sqrt(5.2794) * vtx_track_ptSum) / (vertexMass * std::sqrt(jet->pt()));
0284     vars.insert(btau::vertexBoostOverSqrtJetPt, varB * varB / (varB * varB + 10.), true);
0285 
0286     if (allKinematics.numberOfTracks()) {
0287       vars.insert(btau::vertexEnergyRatio, vertexSum.E() / allSum.E(), true);
0288     } else {
0289       vars.insert(btau::vertexEnergyRatio, 1, true);
0290     }
0291   }
0292 
0293   reco::PFJet const *pfJet = dynamic_cast<reco::PFJet const *>(&*jet);
0294   pat::Jet const *patJet = dynamic_cast<pat::Jet const *>(&*jet);
0295   if (pfJet != nullptr) {
0296     vars.insert(btau::chargedHadronEnergyFraction, pfJet->chargedHadronEnergyFraction(), true);
0297     vars.insert(btau::neutralHadronEnergyFraction, pfJet->neutralHadronEnergyFraction(), true);
0298     vars.insert(btau::photonEnergyFraction, pfJet->photonEnergyFraction(), true);
0299     vars.insert(btau::electronEnergyFraction, pfJet->electronEnergyFraction(), true);
0300     vars.insert(btau::muonEnergyFraction, pfJet->muonEnergyFraction(), true);
0301     vars.insert(btau::chargedHadronMultiplicity, pfJet->chargedHadronMultiplicity(), true);
0302     vars.insert(btau::neutralHadronMultiplicity, pfJet->neutralHadronMultiplicity(), true);
0303     vars.insert(btau::photonMultiplicity, pfJet->photonMultiplicity(), true);
0304     vars.insert(btau::electronMultiplicity, pfJet->electronMultiplicity(), true);
0305     vars.insert(btau::muonMultiplicity, pfJet->muonMultiplicity(), true);
0306     vars.insert(
0307         btau::hadronMultiplicity, pfJet->chargedHadronMultiplicity() + pfJet->neutralHadronMultiplicity(), true);
0308     vars.insert(btau::hadronPhotonMultiplicity,
0309                 pfJet->chargedHadronMultiplicity() + pfJet->neutralHadronMultiplicity() + pfJet->photonMultiplicity(),
0310                 true);
0311     vars.insert(btau::totalMultiplicity,
0312                 pfJet->chargedHadronMultiplicity() + pfJet->neutralHadronMultiplicity() + pfJet->photonMultiplicity() +
0313                     pfJet->electronMultiplicity() + pfJet->muonMultiplicity(),
0314                 true);
0315 
0316   } else if (patJet != nullptr && patJet->isPFJet()) {
0317     vars.insert(btau::chargedHadronEnergyFraction, patJet->chargedHadronEnergyFraction(), true);
0318     vars.insert(btau::neutralHadronEnergyFraction, patJet->neutralHadronEnergyFraction(), true);
0319     vars.insert(btau::photonEnergyFraction, patJet->photonEnergyFraction(), true);
0320     vars.insert(btau::electronEnergyFraction, patJet->electronEnergyFraction(), true);
0321     vars.insert(btau::muonEnergyFraction, patJet->muonEnergyFraction(), true);
0322     vars.insert(btau::chargedHadronMultiplicity, patJet->chargedHadronMultiplicity(), true);
0323     vars.insert(btau::neutralHadronMultiplicity, patJet->neutralHadronMultiplicity(), true);
0324     vars.insert(btau::photonMultiplicity, patJet->photonMultiplicity(), true);
0325     vars.insert(btau::electronMultiplicity, patJet->electronMultiplicity(), true);
0326     vars.insert(btau::muonMultiplicity, patJet->muonMultiplicity(), true);
0327     vars.insert(
0328         btau::hadronMultiplicity, patJet->chargedHadronMultiplicity() + patJet->neutralHadronMultiplicity(), true);
0329     vars.insert(
0330         btau::hadronPhotonMultiplicity,
0331         patJet->chargedHadronMultiplicity() + patJet->neutralHadronMultiplicity() + patJet->photonMultiplicity(),
0332         true);
0333     vars.insert(btau::totalMultiplicity,
0334                 patJet->chargedHadronMultiplicity() + patJet->neutralHadronMultiplicity() +
0335                     patJet->photonMultiplicity() + patJet->electronMultiplicity() + patJet->muonMultiplicity(),
0336                 true);
0337 
0338   } else {
0339     vars.insert(btau::chargedHadronEnergyFraction, 0., true);
0340     vars.insert(btau::neutralHadronEnergyFraction, 0., true);
0341     vars.insert(btau::photonEnergyFraction, 0., true);
0342     vars.insert(btau::electronEnergyFraction, 0., true);
0343     vars.insert(btau::muonEnergyFraction, 0., true);
0344     vars.insert(btau::chargedHadronMultiplicity, 0, true);
0345     vars.insert(btau::neutralHadronMultiplicity, 0, true);
0346     vars.insert(btau::photonMultiplicity, 0, true);
0347     vars.insert(btau::electronMultiplicity, 0, true);
0348     vars.insert(btau::muonMultiplicity, 0, true);
0349     vars.insert(btau::hadronMultiplicity, 0, true);
0350     vars.insert(btau::hadronPhotonMultiplicity, 0, true);
0351     vars.insert(btau::totalMultiplicity, 0, true);
0352   }
0353 }
0354 
0355 #endif  // RecoBTag_SecondaryVertex_CombinedSVComputer_h
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