TemplatedJetProbabilityComputer.h

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#ifndef ImpactParameter_TemplatedJetProbabilityComputer_h
#define ImpactParameter_TemplatedJetProbabilityComputer_h

#include "FWCore/MessageLogger/interface/MessageLogger.h"
#include "DataFormats/TrackReco/interface/Track.h"
#include "DataFormats/BTauReco/interface/TrackProbabilityTagInfo.h"
#include "DataFormats/BTauReco/interface/TrackIPTagInfo.h"
#include "DataFormats/VertexReco/interface/Vertex.h"
#include "Math/GenVector/VectorUtil.h"
#include "RecoBTau/JetTagComputer/interface/JetTagComputer.h"

#include <iostream>

template <class Container, class Base>
class TemplatedJetProbabilityComputer : public JetTagComputer {
public:
  using Tokens = void;

  typedef reco::IPTagInfo<Container, Base> TagInfo;

  TemplatedJetProbabilityComputer(const edm::ParameterSet& parameters) {
    m_ipType = parameters.getParameter<int>("impactParameterType");
    m_minTrackProb = parameters.getParameter<double>("minimumProbability");
    m_deltaR = parameters.getParameter<double>("deltaR");
    m_trackSign = parameters.getParameter<int>("trackIpSign");
    m_cutMaxDecayLen = parameters.getParameter<double>("maximumDecayLength");
    m_cutMaxDistToAxis = parameters.getParameter<double>("maximumDistanceToJetAxis");
    //
    // access track quality class; "any" takes everything
    //
    std::string trackQualityType = parameters.getParameter<std::string>("trackQualityClass");  //used
    m_trackQuality = reco::TrackBase::qualityByName(trackQualityType);
    m_useAllQualities = false;
    if (trackQualityType == "any" || trackQualityType == "Any" || trackQualityType == "ANY")
      m_useAllQualities = true;

    useVariableJTA_ = parameters.getParameter<bool>("useVariableJTA");
    if (useVariableJTA_)
      varJTApars = {parameters.getParameter<double>("a_dR"),
                    parameters.getParameter<double>("b_dR"),
                    parameters.getParameter<double>("a_pT"),
                    parameters.getParameter<double>("b_pT"),
                    parameters.getParameter<double>("min_pT"),
                    parameters.getParameter<double>("max_pT"),
                    parameters.getParameter<double>("min_pT_dRcut"),
                    parameters.getParameter<double>("max_pT_dRcut"),
                    parameters.getParameter<double>("max_pT_trackPTcut")};

    uses("ipTagInfos");
  }

  float discriminator(const TagInfoHelper& ti) const override {
    const TagInfo& tkip = ti.get<TagInfo>();
    const Container& tracks(tkip.selectedTracks());
    const std::vector<float>& allProbabilities((tkip.probabilities(m_ipType)));
    const std::vector<reco::btag::TrackIPData>& impactParameters((tkip.impactParameterData()));

    if (tkip.primaryVertex().isNull())
      return 0;

    GlobalPoint pv(tkip.primaryVertex()->position().x(),
                   tkip.primaryVertex()->position().y(),
                   tkip.primaryVertex()->position().z());

    std::vector<float> probabilities;
    int i = 0;
    for (std::vector<float>::const_iterator it = allProbabilities.begin(); it != allProbabilities.end(); ++it, i++) {
      if (fabs(impactParameters[i].distanceToJetAxis.value()) < m_cutMaxDistToAxis &&  // distance to JetAxis
          (impactParameters[i].closestToJetAxis - pv).mag() < m_cutMaxDecayLen &&      // max decay len
          (m_useAllQualities == true ||
           reco::btag::toTrack(tracks[i])->quality(m_trackQuality))  // use selected track qualities
      ) {
        float p;
        if (m_trackSign == 0) {
          if (*it >= 0) {
            p = *it / 2.;
          } else {
            p = 1. + *it / 2.;
          }
        } else if (m_trackSign > 0) {
          if (*it >= 0)
            p = *it;
          else
            continue;
        } else {
          if (*it <= 0)
            p = -*it;
          else
            continue;
        }
        if (useVariableJTA_) {
          if (tkip.variableJTA(varJTApars)[i])
            probabilities.push_back(p);
        } else {
          if (m_deltaR <= 0 ||
              ROOT::Math::VectorUtil::DeltaR((*tkip.jet()).p4().Vect(), (*tracks[i]).momentum()) < m_deltaR)
            probabilities.push_back(p);
        }
      }
    }
    return jetProbability(probabilities);
  }

  double jetProbability(const std::vector<float>& v) const {
    int ngoodtracks = v.size();
    double SumJet = 0.;

    for (std::vector<float>::const_iterator q = v.begin(); q != v.end(); q++) {
      SumJet += (*q > m_minTrackProb) ? log(*q) : log(m_minTrackProb);
    }

    double ProbJet;
    double Loginvlog = 0;

    if (SumJet < 0.) {
      if (ngoodtracks >= 2) {
        Loginvlog = log(-SumJet);
      }
      double Prob = 1.;
      double lfact = 1.;
      for (int l = 1; l != ngoodtracks; l++) {
        lfact *= l;
        Prob += exp(l * Loginvlog - log(1. * lfact));
      }
      double LogProb = log(Prob);
      ProbJet = std::min(exp(std::max(LogProb + SumJet, -30.)), 1.);
    } else {
      ProbJet = 1.;
    }
    if (ProbJet > 1)
      std::cout << "ProbJet too high: " << ProbJet << std::endl;

    //double LogProbJet=-log(ProbJet);
    //  //return 1.-ProbJet;
    return -log10(ProbJet) / 4.;
  }

private:
  bool useVariableJTA_;
  reco::btag::variableJTAParameters varJTApars;
  double m_minTrackProb;
  int m_ipType;
  double m_deltaR;
  int m_trackSign;
  double m_cutMaxDecayLen;
  double m_cutMaxDistToAxis;
  reco::TrackBase::TrackQuality m_trackQuality;
  bool m_useAllQualities;
};

#endif  // ImpactParameter_TemplatedJetProbabilityComputer_h