QualityCutsAnalyzer.cc

Go to the documentation of this file.

#include <algorithm>
#include <cctype>
#include <iomanip>
#include <set>
#include <sstream>
#include <vector>

#include "TFile.h"
#include "TH1F.h"

#include "HepPDT/ParticleID.hh"

// user include files
#include "DataFormats/JetReco/interface/JetTracksAssociation.h"
#include "DataFormats/TrackReco/interface/TrackFwd.h"
#include "DataFormats/VertexReco/interface/Vertex.h"

#include "FWCore/Framework/interface/ESHandle.h"
#include "FWCore/Framework/interface/Frameworkfwd.h"
#include "FWCore/Framework/interface/MakerMacros.h"
#include "FWCore/Framework/interface/one/EDAnalyzer.h"
#include "FWCore/ParameterSet/interface/ParameterSet.h"

#include "TrackingTools/IPTools/interface/IPTools.h"

#include "RecoVertex/PrimaryVertexProducer/interface/PrimaryVertexSorter.h"

#include "SimTracker/TrackHistory/interface/TrackClassifier.h"

#include "TrackingTools/Records/interface/TransientTrackRecord.h"

//
// class decleration
//

class QualityCutsAnalyzer : public edm::one::EDAnalyzer<> {
public:
  explicit QualityCutsAnalyzer(const edm::ParameterSet &);
  ~QualityCutsAnalyzer() override;

private:
  void beginJob() override;
  void analyze(const edm::Event &, const edm::EventSetup &) override;
  void endJob() override;

  // Member data

  typedef std::vector<int> vint;
  typedef std::vector<std::string> vstring;

  edm::InputTag trackProducer_;
  edm::InputTag primaryVertexProducer_;
  edm::InputTag jetTracksAssociation_;

  std::string rootFile_;

  int minimumNumberOfHits_, minimumNumberOfPixelHits_;
  double minimumTransverseMomentum_, maximumChiSquared_;

  bool useAllQualities_;
  reco::TrackBase::TrackQuality trackQuality_;

  void LoopOverJetTracksAssociation(const edm::ESHandle<TransientTrackBuilder> &,
                                    const edm::Handle<reco::VertexCollection> &,
                                    const edm::Handle<reco::JetTracksAssociationCollection> &);

  // Histograms for optimization

  struct histogram_element_t {
    double sdl;             // Signed decay length
    double dta;             // Distance to jet axis
    double tip;             // Transverse impact parameter
    double lip;             // Longitudinal impact parameter
    double ips;             // Impact parameter significance.
    double pt;              // Transverse momentum
    double chi2;            // Chi^2
    std::size_t hits;       // Number of hits
    std::size_t pixelhits;  // Number of hits

    histogram_element_t(
        double d, double a, double t, double l, double i, double p, double c, std::size_t h, std::size_t x) {
      sdl = d;
      dta = a;
      tip = t;
      lip = l;
      ips = i;
      pt = p;
      chi2 = c;
      hits = h;
      pixelhits = x;
    }

    histogram_element_t(const histogram_element_t &orig) {
      sdl = orig.sdl;
      dta = orig.dta;
      tip = orig.tip;
      lip = orig.lip;
      ips = orig.ips;
      pt = orig.pt;
      chi2 = orig.chi2;
      hits = orig.hits;
      pixelhits = orig.pixelhits;
    }
  };

  typedef std::vector<std::vector<histogram_element_t>> histogram_data_t;
  histogram_data_t histogram_data_;

  class histogram_t {
    TH1F *sdl;
    TH1F *dta;
    TH1F *tip;
    TH1F *lip;
    TH1F *ips;
    TH1F *pixelhits;
    TH1F *pt_1gev;
    TH1F *chi2;
    TH1F *hits;

  public:
    histogram_t(const std::string &particleType) {
      std::string name, title;
      name = std::string("hits_") + particleType;
      title = std::string("Hit distribution for ") + particleType;
      hits = new TH1F(name.c_str(), title.c_str(), 19, -0.5, 18.5);

      name = std::string("chi2_") + particleType;
      title = std::string("Chi2 distribution for ") + particleType;
      chi2 = new TH1F(name.c_str(), title.c_str(), 100, 0., 30.);

      name = std::string("pixelhits_") + particleType;
      title = std::string("Pixel hits distribution for ") + particleType;
      pixelhits = new TH1F(name.c_str(), title.c_str(), 21, -0.5, 20.5);

      name = std::string("pt_1Gev_") + particleType;
      title = std::string("Pt distribution close 1Gev for ") + particleType;
      pt_1gev = new TH1F(name.c_str(), title.c_str(), 100, 0., 2.);

      name = std::string("tip_") + particleType;
      title = std::string("Transverse impact parameter distribution for ") + particleType;
      tip = new TH1F(name.c_str(), title.c_str(), 100, -0.3, 0.3);

      name = std::string("lip_") + particleType;
      title = std::string("Longitudinal impact parameter distribution for ") + particleType;
      lip = new TH1F(name.c_str(), title.c_str(), 100, -1., 1.);

      name = std::string("ips_") + particleType;
      title = std::string("IPS distribution for ") + particleType;
      ips = new TH1F(name.c_str(), title.c_str(), 100, -25.0, 25.0);

      name = std::string("sdl_") + particleType;
      title = std::string("Decay length distribution for ") + particleType;
      sdl = new TH1F(name.c_str(), title.c_str(), 100, -5., 5.);

      name = std::string("dta_") + particleType;
      title = std::string("Distance to jet distribution for ") + particleType;
      dta = new TH1F(name.c_str(), title.c_str(), 100, 0.0, 0.2);
    }

    ~histogram_t() {
      delete hits;
      delete chi2;
      delete pixelhits;
      delete pt_1gev;
      delete tip;
      delete lip;
      delete ips;
      delete sdl;
      delete dta;
    }

    void Fill(const histogram_element_t &data) {
      hits->Fill(data.hits);
      chi2->Fill(data.chi2);
      pixelhits->Fill(data.pt);
      pt_1gev->Fill(data.pt);
      ips->Fill(data.ips);
      tip->Fill(data.tip);
      lip->Fill(data.lip);
      sdl->Fill(data.sdl);
      dta->Fill(data.dta);
    }

    void Write() {
      hits->Write();
      chi2->Write();
      pixelhits->Write();
      pt_1gev->Write();
      ips->Write();
      tip->Write();
      lip->Write();
      sdl->Write();
      dta->Write();
    }
  };

  // Track classification.
  TrackClassifier classifier_;
};

//
// constructors and destructor
//
QualityCutsAnalyzer::QualityCutsAnalyzer(const edm::ParameterSet &config) : classifier_(config, consumesCollector()) {
  trackProducer_ = config.getUntrackedParameter<edm::InputTag>("trackProducer");
  consumes<edm::View<reco::Track>>(trackProducer_);
  primaryVertexProducer_ = config.getUntrackedParameter<edm::InputTag>("primaryVertexProducer");
  consumes<reco::VertexCollection>(primaryVertexProducer_);
  jetTracksAssociation_ = config.getUntrackedParameter<edm::InputTag>("jetTracksAssociation");
  consumes<reco::JetTracksAssociationCollection>(jetTracksAssociation_);

  rootFile_ = config.getUntrackedParameter<std::string>("rootFile");

  minimumNumberOfHits_ = config.getUntrackedParameter<int>("minimumNumberOfHits");
  minimumNumberOfPixelHits_ = config.getUntrackedParameter<int>("minimumNumberOfPixelHits");
  minimumTransverseMomentum_ = config.getUntrackedParameter<double>("minimumTransverseMomentum");
  maximumChiSquared_ = config.getUntrackedParameter<double>("maximumChiSquared");

  std::string trackQualityType = config.getUntrackedParameter<std::string>("trackQualityClass");  // used
  trackQuality_ = reco::TrackBase::qualityByName(trackQualityType);
  useAllQualities_ = false;

  std::transform(
      trackQualityType.begin(), trackQualityType.end(), trackQualityType.begin(), (int (*)(int))std::tolower);
  if (trackQualityType == "any") {
    std::cout << "Using any" << std::endl;
    useAllQualities_ = true;
  }
}

QualityCutsAnalyzer::~QualityCutsAnalyzer() {}

//
// member functions
//

// ------------ method called to for each event  ------------
void QualityCutsAnalyzer::analyze(const edm::Event &event, const edm::EventSetup &setup) {
  // Track collection
  edm::Handle<edm::View<reco::Track>> trackCollection;
  event.getByLabel(trackProducer_, trackCollection);
  // Primary vertex
  edm::Handle<reco::VertexCollection> primaryVertexCollection;
  event.getByLabel(primaryVertexProducer_, primaryVertexCollection);
  // Jet to tracks associator
  edm::Handle<reco::JetTracksAssociationCollection> jetTracks;
  event.getByLabel(jetTracksAssociation_, jetTracks);
  // Trasient track builder
  edm::ESHandle<TransientTrackBuilder> TTbuilder;
  setup.get<TransientTrackRecord>().get("TransientTrackBuilder", TTbuilder);

  // Setting up event information for the track categories.
  classifier_.newEvent(event, setup);

  LoopOverJetTracksAssociation(TTbuilder, primaryVertexCollection, jetTracks);
}

// ------------ method called once each job just before starting event loop
// ------------
void QualityCutsAnalyzer::beginJob() { histogram_data_.resize(6); }

// ------------ method called once each job just after ending the event loop
// ------------
void QualityCutsAnalyzer::endJob() {
  TFile file(rootFile_.c_str(), "RECREATE");
  file.cd();

  // saving the histograms
  for (std::size_t i = 0; i < 6; i++) {
    std::string particle;
    if (i == 0)
      particle = std::string("B_tracks");
    else if (i == 1)
      particle = std::string("C_tracks");
    else if (i == 2)
      particle = std::string("nonB_tracks");
    else if (i == 3)
      particle = std::string("displaced_tracks");
    else if (i == 4)
      particle = std::string("bad_tracks");
    else
      particle = std::string("fake_tracks");

    histogram_t histogram(particle);

    for (std::size_t j = 0; j < histogram_data_[i].size(); j++)
      histogram.Fill(histogram_data_[i][j]);

    histogram.Write();
  }

  file.Flush();
}

void QualityCutsAnalyzer::LoopOverJetTracksAssociation(
    const edm::ESHandle<TransientTrackBuilder> &TTbuilder,
    const edm::Handle<reco::VertexCollection> &primaryVertexProducer_,
    const edm::Handle<reco::JetTracksAssociationCollection> &jetTracksAssociation) {
  const TransientTrackBuilder *bproduct = TTbuilder.product();

  // getting the primary vertex
  // use first pv of the collection
  reco::Vertex pv;

  if (!primaryVertexProducer_->empty()) {
    PrimaryVertexSorter pvs;
    std::vector<reco::Vertex> sortedList = pvs.sortedList(*(primaryVertexProducer_.product()));
    pv = (sortedList.front());
  } else {  // create a dummy PV
    // cout << "NO PV FOUND" << endl;
    reco::Vertex::Error e;
    e(0, 0) = 0.0015 * 0.0015;
    e(1, 1) = 0.0015 * 0.0015;
    e(2, 2) = 15. * 15.;
    reco::Vertex::Point p(0, 0, 0);
    pv = reco::Vertex(p, e, 1, 1, 1);
  }

  reco::JetTracksAssociationCollection::const_iterator it = jetTracksAssociation->begin();

  int i = 0;

  for (; it != jetTracksAssociation->end(); it++, i++) {
    // get jetTracks object
    reco::JetTracksAssociationRef jetTracks(jetTracksAssociation, i);

    double pvZ = pv.z();
    GlobalVector direction(jetTracks->first->px(), jetTracks->first->py(), jetTracks->first->pz());

    // get the tracks associated to the jet
    reco::TrackRefVector tracks = jetTracks->second;
    for (std::size_t index = 0; index < tracks.size(); index++) {
      edm::RefToBase<reco::Track> track(tracks[index]);

      double pt = tracks[index]->pt();
      double chi2 = tracks[index]->normalizedChi2();
      int hits = tracks[index]->hitPattern().numberOfValidHits();
      int pixelHits = tracks[index]->hitPattern().numberOfValidPixelHits();

      if (hits < minimumNumberOfHits_ || pixelHits < minimumNumberOfPixelHits_ || pt < minimumTransverseMomentum_ ||
          chi2 > maximumChiSquared_ || (!useAllQualities_ && !tracks[index]->quality(trackQuality_)))
        continue;

      const reco::TransientTrack transientTrack = bproduct->build(&(*tracks[index]));
      double dta = -IPTools::jetTrackDistance(transientTrack, direction, pv).second.value();
      double sdl = IPTools::signedDecayLength3D(transientTrack, direction, pv).second.value();
      double ips = IPTools::signedImpactParameter3D(transientTrack, direction, pv).second.value();
      double d0 = IPTools::signedTransverseImpactParameter(transientTrack, direction, pv).second.value();
      double dz = tracks[index]->dz() - pvZ;

      // Classify the reco track;
      classifier_.evaluate(edm::RefToBase<reco::Track>(tracks[index]));

      // Check for the different categories
      if (classifier_.is(TrackClassifier::Fake))
        histogram_data_[5].push_back(histogram_element_t(sdl, dta, d0, dz, ips, pt, chi2, hits, pixelHits));
      else if (classifier_.is(TrackClassifier::BWeakDecay))
        histogram_data_[0].push_back(histogram_element_t(sdl, dta, d0, dz, ips, pt, chi2, hits, pixelHits));
      else if (classifier_.is(TrackClassifier::Bad))
        histogram_data_[4].push_back(histogram_element_t(sdl, dta, d0, dz, ips, pt, chi2, hits, pixelHits));
      else if (!classifier_.is(TrackClassifier::CWeakDecay) && !classifier_.is(TrackClassifier::PrimaryVertex))
        histogram_data_[3].push_back(histogram_element_t(sdl, dta, d0, dz, ips, pt, chi2, hits, pixelHits));
      else if (classifier_.is(TrackClassifier::CWeakDecay))
        histogram_data_[1].push_back(histogram_element_t(sdl, dta, d0, dz, ips, pt, chi2, hits, pixelHits));
      else
        histogram_data_[2].push_back(histogram_element_t(sdl, dta, d0, dz, ips, pt, chi2, hits, pixelHits));
    }
  }
}

DEFINE_FWK_MODULE(QualityCutsAnalyzer);