TtSemiLepSignalSelMVAComputer.cc

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#include "PhysicsTools/JetMCUtils/interface/combination.h"

#include "TopQuarkAnalysis/TopEventSelection/plugins/TtSemiLepSignalSelMVAComputer.h"
#include "TopQuarkAnalysis/TopEventSelection/interface/TtSemiLepSignalSelEval.h"

#include "DataFormats/RecoCandidate/interface/RecoCandidate.h"

#include "DataFormats/Common/interface/TriggerResults.h"
#include "FWCore/Framework/interface/TriggerNamesService.h"
#include "FWCore/ServiceRegistry/interface/Service.h"
#include "DataFormats/PatCandidates/interface/Flags.h"

TtSemiLepSignalSelMVAComputer::TtSemiLepSignalSelMVAComputer(const edm::ParameterSet& cfg)
    : mvaToken_(esConsumes()),
      muonsToken_(consumes<edm::View<pat::Muon> >(cfg.getParameter<edm::InputTag>("muons"))),
      jetsToken_(consumes<std::vector<pat::Jet> >(cfg.getParameter<edm::InputTag>("jets"))),
      METsToken_(consumes<edm::View<pat::MET> >(cfg.getParameter<edm::InputTag>("mets"))),
      electronsToken_(consumes<edm::View<pat::Electron> >(cfg.getParameter<edm::InputTag>("elecs"))),
      putToken_(produces("DiscSel")) {}

TtSemiLepSignalSelMVAComputer::~TtSemiLepSignalSelMVAComputer() {}

void TtSemiLepSignalSelMVAComputer::produce(edm::Event& evt, const edm::EventSetup& setup) {
  mvaComputer.update(&setup.getData(mvaToken_), "ttSemiLepSignalSelMVA");

  //make your preselection! This must!! be the same one as in TraintreeSaver.cc
  edm::Handle<edm::View<pat::MET> > MET_handle;
  evt.getByToken(METsToken_, MET_handle);
  if (!MET_handle.isValid())
    return;
  const edm::View<pat::MET> MET = *MET_handle;

  edm::Handle<std::vector<pat::Jet> > jet_handle;
  evt.getByToken(jetsToken_, jet_handle);
  if (!jet_handle.isValid())
    return;
  const std::vector<pat::Jet> jets = *jet_handle;
  unsigned int nJets = 0;
  std::vector<pat::Jet> seljets;
  for (std::vector<pat::Jet>::const_iterator it = jets.begin(); it != jets.end(); it++) {
    if (!(pat::Flags::test(*it, pat::Flags::Overlap::Electrons)))
      continue;
    if (it->pt() > 30. && fabs(it->eta()) < 2.4) {
      seljets.push_back(*it);
      nJets++;
    }
  }

  edm::Handle<edm::View<pat::Muon> > muon_handle;
  evt.getByToken(muonsToken_, muon_handle);
  if (!muon_handle.isValid())
    return;
  const edm::View<pat::Muon> muons = *muon_handle;
  int nmuons = 0;
  std::vector<pat::Muon> selMuons;
  for (edm::View<pat::Muon>::const_iterator it = muons.begin(); it != muons.end(); it++) {
    reco::TrackRef gltr = it->track();       // global track
    reco::TrackRef trtr = it->innerTrack();  // tracker track
    if (it->pt() > 30 && fabs(it->eta()) < 2.1 && (it->pt() / (it->pt() + it->trackIso() + it->caloIso())) > 0.95 &&
        it->isGlobalMuon()) {
      if (gltr.isNull())
        continue;  //temporary problems with dead trackrefs
      if ((gltr->chi2() / gltr->ndof()) < 10 && trtr->numberOfValidHits() > 11) {
        double dRmin = 9999.;
        for (std::vector<pat::Jet>::const_iterator ajet = seljets.begin(); ajet != seljets.end(); ajet++) {
          math::XYZTLorentzVector jet = ajet->p4();
          math::XYZTLorentzVector muon = it->p4();
          double tmpdR = DeltaR(muon, jet);
          if (tmpdR < dRmin)
            dRmin = tmpdR;
        }
        if (dRmin > 0.3) {  //temporary problems with muon isolation
          nmuons++;
          selMuons.push_back(*it);
        }
      }
    }
  }

  edm::Handle<edm::View<pat::Electron> > electron_handle;
  evt.getByToken(electronsToken_, electron_handle);
  if (!electron_handle.isValid())
    return;
  const edm::View<pat::Electron> electrons = *electron_handle;
  int nelectrons = 0;
  for (edm::View<pat::Electron>::const_iterator it = electrons.begin(); it != electrons.end(); it++) {
    if (it->pt() > 30 && fabs(it->eta()) < 2.4 && (it->pt() / (it->pt() + it->trackIso() + it->caloIso())) > 0.95 &&
        it->isElectronIDAvailable("eidTight")) {
      if (it->electronID("eidTight") == 1)
        nelectrons++;
    }
  }

  double discrim;
  // discriminator output for events which do not pass the preselection is set to -1
  if (nmuons != 1 || nJets < 4 || nelectrons > 0)
    discrim = -1.;  //std::cout<<"nJets: "<<seljets.size()<<" numLeptons: "<<nleptons<<std::endl;}
  else {
    //check wheter a event was already selected (problem with duplicated events)
    math::XYZTLorentzVector muon = selMuons.begin()->p4();

    TtSemiLepSignalSel selection(seljets, muon, MET);

    discrim = evaluateTtSemiLepSignalSel(mvaComputer, selection);
  }

  evt.emplace(putToken_, discrim);
}

double TtSemiLepSignalSelMVAComputer::DeltaPhi(const math::XYZTLorentzVector& v1, const math::XYZTLorentzVector& v2) {
  double dPhi = fabs(v1.Phi() - v2.Phi());
  if (dPhi > TMath::Pi())
    dPhi = 2 * TMath::Pi() - dPhi;
  return dPhi;
}

double TtSemiLepSignalSelMVAComputer::DeltaR(const math::XYZTLorentzVector& v1, const math::XYZTLorentzVector& v2) {
  double dPhi = DeltaPhi(v1, v2);
  double dR = TMath::Sqrt((v1.Eta() - v2.Eta()) * (v1.Eta() - v2.Eta()) + dPhi * dPhi);
  return dR;
}

// implement the plugins for the computer container
// -> register TtSemiLepSignalSelMVARcd
// -> define TtSemiLepSignalSelMVAFileSource
MVA_COMPUTER_CONTAINER_IMPLEMENT(TtSemiLepSignalSelMVA);