BJetEnergyRegressionMVA.cc

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//
// Original Author:  Andre Rizzi
//         Created:  Mon, 07 Sep 2017 09:18:03 GMT
//
//

#include "FWCore/Framework/interface/Frameworkfwd.h"
#include "FWCore/Framework/interface/stream/EDProducer.h"

#include "FWCore/Framework/interface/Event.h"
#include "FWCore/Framework/interface/MakerMacros.h"

#include "FWCore/ParameterSet/interface/ParameterSet.h"
#include "FWCore/Utilities/interface/StreamID.h"

#include "DataFormats/PatCandidates/interface/Muon.h"
#include "DataFormats/PatCandidates/interface/Electron.h"
#include "DataFormats/PatCandidates/interface/Jet.h"

#include "DataFormats/VertexReco/interface/Vertex.h"
#include "DataFormats/Candidate/interface/VertexCompositePtrCandidate.h"

#include "RecoVertex/VertexTools/interface/VertexDistance3D.h"
#include "RecoVertex/VertexPrimitives/interface/ConvertToFromReco.h"
#include "RecoVertex/VertexPrimitives/interface/VertexState.h"

#include "PhysicsTools/PatAlgos/plugins/BaseMVAValueMapProducer.h"
#include <vector>

class BJetEnergyRegressionMVA : public BaseMVAValueMapProducer<pat::Jet> {
public:
  explicit BJetEnergyRegressionMVA(const edm::ParameterSet& iConfig)
      : BaseMVAValueMapProducer<pat::Jet>(iConfig),
        pvsrc_(edm::stream::EDProducer<>::consumes<std::vector<reco::Vertex>>(
            iConfig.getParameter<edm::InputTag>("pvsrc"))),
        svsrc_(edm::stream::EDProducer<>::consumes<edm::View<reco::VertexCompositePtrCandidate>>(
            iConfig.getParameter<edm::InputTag>("svsrc"))),
        rhosrc_(edm::stream::EDProducer<>::consumes<double>(iConfig.getParameter<edm::InputTag>("rhosrc")))

  {}
  void readAdditionalCollections(edm::Event& iEvent, const edm::EventSetup&) override {
    iEvent.getByToken(pvsrc_, pvs_);
    iEvent.getByToken(svsrc_, svs_);
    iEvent.getByToken(rhosrc_, rho_);
  }

  void fillAdditionalVariables(const pat::Jet& j) override {
    this->setValue("nPVs", pvs_->size());
    this->setValue("rho", *(rho_.product()));

    float cone_boundaries[] = {0.05, 0.1, 0.2, 0.3, 0.4};
    size_t ncone_boundaries = sizeof(cone_boundaries) / sizeof(float);
    std::vector<float> emFractionEnergyRings(ncone_boundaries + 1);
    std::vector<float> chFractionEnergyRings(ncone_boundaries + 1);
    std::vector<float> neFractionEnergyRings(ncone_boundaries + 1);
    std::vector<float> muFractionEnergyRings(ncone_boundaries + 1);
    float jetRawEnergy = j.p4().E() * j.jecFactor("Uncorrected");
    int numDaughtersPt03 = 0;
    for (unsigned int ijcone = 0; ijcone < ncone_boundaries; ijcone++) {
      emFractionEnergyRings[ijcone] = 0;
      muFractionEnergyRings[ijcone] = 0;
      chFractionEnergyRings[ijcone] = 0;
      neFractionEnergyRings[ijcone] = 0;
    }
    for (const auto& d : j.daughterPtrVector()) {
      float candDr = Geom::deltaR(d->p4(), j.p4());
      size_t icone =
          std::lower_bound(&cone_boundaries[0], &cone_boundaries[ncone_boundaries], candDr) - &cone_boundaries[0];
      float candEnergy = d->energy() / jetRawEnergy;
      int pdgid = abs(d->pdgId());
      if (pdgid == 22 || pdgid == 11) {
        emFractionEnergyRings[icone] += candEnergy;
      } else if (pdgid == 13) {
        muFractionEnergyRings[icone] += candEnergy;
      } else if (d->charge() != 0) {
        chFractionEnergyRings[icone] += candEnergy;
      } else {
        neFractionEnergyRings[icone] += candEnergy;
      }
      if (d->pt() > 0.3)
        numDaughtersPt03 += 1;
    }  // end of jet daughters loop

    this->setValue("Jet_energyRing_dR0_em_Jet_rawEnergy", emFractionEnergyRings[0]);
    this->setValue("Jet_energyRing_dR1_em_Jet_rawEnergy", emFractionEnergyRings[1]);
    this->setValue("Jet_energyRing_dR2_em_Jet_rawEnergy", emFractionEnergyRings[2]);
    this->setValue("Jet_energyRing_dR3_em_Jet_rawEnergy", emFractionEnergyRings[3]);
    this->setValue("Jet_energyRing_dR4_em_Jet_rawEnergy", emFractionEnergyRings[4]);
    //  this->setValue("Jet_energyRing_dR5_em_Jet_rawEnergy", emFractionEnergyRings[5]);

    this->setValue("Jet_energyRing_dR0_ch_Jet_rawEnergy", chFractionEnergyRings[0]);
    this->setValue("Jet_energyRing_dR1_ch_Jet_rawEnergy", chFractionEnergyRings[1]);
    this->setValue("Jet_energyRing_dR2_ch_Jet_rawEnergy", chFractionEnergyRings[2]);
    this->setValue("Jet_energyRing_dR3_ch_Jet_rawEnergy", chFractionEnergyRings[3]);
    this->setValue("Jet_energyRing_dR4_ch_Jet_rawEnergy", chFractionEnergyRings[4]);
    //  this->setValue("Jet_energyRing_dR5_ch_Jet_rawEnergy", chFractionEnergyRings[5]);

    this->setValue("Jet_energyRing_dR0_mu_Jet_rawEnergy", muFractionEnergyRings[0]);
    this->setValue("Jet_energyRing_dR1_mu_Jet_rawEnergy", muFractionEnergyRings[1]);
    this->setValue("Jet_energyRing_dR2_mu_Jet_rawEnergy", muFractionEnergyRings[2]);
    this->setValue("Jet_energyRing_dR3_mu_Jet_rawEnergy", muFractionEnergyRings[3]);
    this->setValue("Jet_energyRing_dR4_mu_Jet_rawEnergy", muFractionEnergyRings[4]);
    //  this->setValue("Jet_energyRing_dR5_mu_Jet_rawEnergy", muFractionEnergyRings[5]);

    this->setValue("Jet_energyRing_dR0_neut_Jet_rawEnergy", neFractionEnergyRings[0]);
    this->setValue("Jet_energyRing_dR1_neut_Jet_rawEnergy", neFractionEnergyRings[1]);
    this->setValue("Jet_energyRing_dR2_neut_Jet_rawEnergy", neFractionEnergyRings[2]);
    this->setValue("Jet_energyRing_dR3_neut_Jet_rawEnergy", neFractionEnergyRings[3]);
    this->setValue("Jet_energyRing_dR4_neut_Jet_rawEnergy", neFractionEnergyRings[4]);
    //    this->setValue("Jet_energyRing_dR5_neut_Jet_rawEnergy", neFractionEnergyRings[5]);

    this->setValue("Jet_numDaughters_pt03", numDaughtersPt03);
  }

  static void fillDescriptions(edm::ConfigurationDescriptions& descriptions) {
    edm::ParameterSetDescription desc = BaseMVAValueMapProducer<pat::Jet>::getDescription();
    desc.add<edm::InputTag>("pvsrc")->setComment("primary vertices input collection");
    desc.add<edm::InputTag>("svsrc")->setComment("secondary vertices input collection");
    desc.add<edm::InputTag>("rhosrc")->setComment("rho  input collection");
    descriptions.add("BJetEnergyRegressionMVA", desc);
  }

private:
  const edm::EDGetTokenT<std::vector<reco::Vertex>> pvsrc_;
  edm::Handle<std::vector<reco::Vertex>> pvs_;
  const edm::EDGetTokenT<edm::View<reco::VertexCompositePtrCandidate>> svsrc_;
  edm::Handle<edm::View<reco::VertexCompositePtrCandidate>> svs_;
  edm::EDGetTokenT<double> rhosrc_;
  edm::Handle<double> rho_;
};

//define this as a plug-in
DEFINE_FWK_MODULE(BJetEnergyRegressionMVA);