FeatureTools/interface/LostTracksConverter.h

0001 #ifndef RecoBTag_FeatureTools_LostTracksConverter_h
0002 #define RecoBTag_FeatureTools_LostTracksConverter_h
0003
0004 #include "RecoBTag/FeatureTools/interface/deep_helpers.h"
0005 #include "RecoBTag/FeatureTools/interface/TrackInfoBuilder.h"
0006 #include "DataFormats/BTauReco/interface/LostTracksFeatures.h"
0007
0008 #include "DataFormats/PatCandidates/interface/PackedCandidate.h"
0009 #include "DataFormats/ParticleFlowCandidate/interface/PFCandidate.h"
0010 #include "DataFormats/PatCandidates/interface/Jet.h"
0011
0012 namespace btagbtvdeep {
0013
0014   template <typename CandidateType>
0015   void commonCandidateToFeatures(const CandidateType* c_pf,
0016                                  const reco::Jet& jet,
0017                                  const TrackInfoBuilder& track_info,
0018                                  const bool& isWeightedJet,
0019                                  const float& drminpfcandsv,
0020                                  const float& jetR,
0021                                  const float& puppiw,
0022                                  LostTracksFeatures& lt_features,
0023                                  const bool flip = false,
0024                                  const float& distminpfcandsv = 0) {
0025     float trackSip2dVal = track_info.getTrackSip2dVal();
0026     float trackSip2dSig = track_info.getTrackSip2dSig();
0027     float trackSip3dVal = track_info.getTrackSip3dVal();
0028     float trackSip3dSig = track_info.getTrackSip3dSig();
0029     if (flip == true) {
0030       trackSip2dVal = -trackSip2dVal;
0031       trackSip2dSig = -trackSip2dSig;
0032       trackSip3dSig = -trackSip3dSig;
0033       trackSip3dVal = -trackSip3dVal;
0034     }
0035
0036     lt_features.btagPf_trackEtaRel = catch_infs_and_bound(track_info.getTrackEtaRel(), 0, -5, 15);
0037     lt_features.btagPf_trackPtRel = catch_infs_and_bound(track_info.getTrackPtRel(), 0, -1, 4);
0038     lt_features.btagPf_trackPPar = catch_infs_and_bound(track_info.getTrackPPar(), 0, -1e5, 1e5);
0039     lt_features.btagPf_trackDeltaR = catch_infs_and_bound(track_info.getTrackDeltaR(), 0, -5, 5);
0040     lt_features.btagPf_trackPParRatio = catch_infs_and_bound(track_info.getTrackPParRatio(), 0, -10, 100);
0041     lt_features.btagPf_trackSip3dVal = catch_infs_and_bound(trackSip3dVal, 0, -1, 1e5);
0042     lt_features.btagPf_trackSip3dSig = catch_infs_and_bound(trackSip3dSig, 0, -1, 4e4);
0043     lt_features.btagPf_trackSip2dVal = catch_infs_and_bound(trackSip2dVal, 0, -1, 70);
0044     lt_features.btagPf_trackSip2dSig = catch_infs_and_bound(trackSip2dSig, 0, -1, 4e4);
0045     lt_features.btagPf_trackJetDistVal = catch_infs_and_bound(track_info.getTrackJetDistVal(), 0, -20, 1);
0046
0047     lt_features.drminsv = catch_infs_and_bound(drminpfcandsv, 0, -1. * jetR, 0, -1. * jetR);
0048
0049     lt_features.pt = c_pf->pt();
0050     lt_features.eta = c_pf->eta();
0051     lt_features.phi = c_pf->phi();
0052     lt_features.e = c_pf->energy();
0053   }
0054
0055   void packedCandidateToFeatures(const pat::PackedCandidate* c_pf,
0056                                  const pat::Jet& jet,
0057                                  const TrackInfoBuilder& track_info,
0058                                  const bool isWeightedJet,
0059                                  const float drminpfcandsv,
0060                                  const float jetR,
0061                                  const float puppiw,
0062                                  LostTracksFeatures& lt_features,
0063                                  const bool flip = false,
0064                                  const float distminpfcandsv = 0);
0065
0066   void recoCandidateToFeatures(const reco::PFCandidate* c_pf,
0067                                const reco::Jet& jet,
0068                                const TrackInfoBuilder& track_info,
0069                                const bool isWeightedJet,
0070                                const float drminpfcandsv,
0071                                const float jetR,
0072                                const float puppiw,
0073                                const int pv_ass_quality,
0074                                const reco::VertexRef& pv,
0075                                LostTracksFeatures& lt_features,
0076                                const bool flip = false,
0077                                const float distminpfcandsv = 0);
0078
0079 }  // namespace btagbtvdeep
0080
0081 #endif  //RecoBTag_FeatureTools_LostTracksConverter_h