PhotonIDValueMapProducer.cc

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#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 "DataFormats/Common/interface/ValueMap.h"
#include "DataFormats/Common/interface/View.h"

#include "DataFormats/EgammaCandidates/interface/Photon.h"
#include "DataFormats/PatCandidates/interface/Photon.h"

#include "DataFormats/ParticleFlowCandidate/interface/PFCandidate.h"
#include "DataFormats/ParticleFlowCandidate/interface/PFCandidateFwd.h"

#include "DataFormats/PatCandidates/interface/PackedCandidate.h"

#include "RecoEcal/EgammaCoreTools/interface/EcalClusterLazyTools.h"

#include <memory>
#include <vector>

// Introduce these two types for brevity of casting 
typedef edm::Ptr<reco::PFCandidate> recoCandPtr;
typedef edm::Ptr<pat::PackedCandidate> patCandPtr;

// This template function finds whether theCandidate is in thefootprint 
// collection. It is templated to be able to handle both reco and pat
// photons (from AOD and miniAOD, respectively).
template <class T, class U>
bool isInFootprint(const T& thefootprint, const U& theCandidate) {
  for ( auto itr = thefootprint.begin(); itr != thefootprint.end(); ++itr ) {
    if( itr->key() == theCandidate.key() ) return true;
  }
  return false;
}

class PhotonIDValueMapProducer : public edm::stream::EDProducer<> {

  public:
  
  explicit PhotonIDValueMapProducer(const edm::ParameterSet&);
  ~PhotonIDValueMapProducer() override;
  
  static void fillDescriptions(edm::ConfigurationDescriptions& descriptions);

  private:
  
  void produce(edm::Event&, const edm::EventSetup&) override;

  void writeValueMap(edm::Event &iEvent,
             const edm::Handle<edm::View<reco::Photon> > & handle,
             const std::vector<float> & values,
             const std::string    & label) const ;
  
  // This function computes charged hadron isolation 
  // with respect to multiple PVs and returns the worst
  // of the found isolation values.
  //   The function implements the computation method taken directly
  // from Run 1 code of H->gamma gamma, specifically from
  // the class CiCPhotonID of the HiggsTo2photons anaysis code.
  //    Template is introduced to handle reco/pat photons and aod/miniAOD
  // PF candidates collections
  template <class T, class U>
  float computeWorstPFChargedIsolation(const T& photon,
                       const U& pfCandidates,
                       const edm::Handle<reco::VertexCollection> vertices,
                       bool isAOD, bool isPVConstraint,const reco::Vertex& pv,
                       float dRmax, float dxyMax, float dzMax,
                       float dRvetoBarrel, float dRvetoEndcap, float ptMin);

  // Some helper functions that are needed to access info in
  // AOD vs miniAOD
  reco::PFCandidate::ParticleType
  candidatePdgId(const edm::Ptr<reco::Candidate> candidate, bool isAOD);

  const reco::Track* getTrackPointer(const edm::Ptr<reco::Candidate> candidate, bool isAOD);
  void getImpactParameters(const edm::Ptr<reco::Candidate>& candidate,
                           bool isAOD, const reco::Vertex& pv, float &dxy, float &dz);



  // The object that will compute 5x5 quantities  
  std::unique_ptr<noZS::EcalClusterLazyTools> lazyToolnoZS;

  // for AOD case
  edm::EDGetTokenT<EcalRecHitCollection> ebReducedRecHitCollection_;
  edm::EDGetTokenT<EcalRecHitCollection> eeReducedRecHitCollection_;
  edm::EDGetTokenT<EcalRecHitCollection> esReducedRecHitCollection_;
  edm::EDGetTokenT<reco::VertexCollection> vtxToken_;
  edm::EDGetTokenT<edm::ValueMap<std::vector<reco::PFCandidateRef > > > particleBasedIsolationToken_;
  edm::EDGetTokenT<edm::View<reco::Candidate> > pfCandidatesToken_;
  edm::EDGetToken src_;

  // for miniAOD case
  edm::EDGetTokenT<EcalRecHitCollection> ebReducedRecHitCollectionMiniAOD_;
  edm::EDGetTokenT<EcalRecHitCollection> eeReducedRecHitCollectionMiniAOD_;
  edm::EDGetTokenT<EcalRecHitCollection> esReducedRecHitCollectionMiniAOD_;
  edm::EDGetTokenT<reco::VertexCollection> vtxTokenMiniAOD_;
  edm::EDGetTokenT<edm::ValueMap<std::vector<reco::PFCandidateRef > > > particleBasedIsolationTokenMiniAOD_;
  edm::EDGetTokenT<edm::View<reco::Candidate> > pfCandidatesTokenMiniAOD_;
  edm::EDGetToken srcMiniAOD_;

  // check whether a non-null preshower is there
  bool usesES_;

  // Cluster shapes
  constexpr static char phoFull5x5SigmaIEtaIEta_[] = "phoFull5x5SigmaIEtaIEta";
  constexpr static char phoFull5x5SigmaIEtaIPhi_[] = "phoFull5x5SigmaIEtaIPhi";
  constexpr static char phoFull5x5E1x3_[] = "phoFull5x5E1x3";
  constexpr static char phoFull5x5E2x2_[] = "phoFull5x5E2x2";
  constexpr static char phoFull5x5E2x5Max_[] = "phoFull5x5E2x5Max";
  constexpr static char phoFull5x5E5x5_[] = "phoFull5x5E5x5";
  constexpr static char phoESEffSigmaRR_[] = "phoESEffSigmaRR";
  // Cluster shape ratios
  constexpr static char phoFull5x5E1x3byE5x5_[] = "phoFull5x5E1x3byE5x5";
  constexpr static char phoFull5x5E2x2byE5x5_[] = "phoFull5x5E2x2byE5x5";
  constexpr static char phoFull5x5E2x5byE5x5_[] = "phoFull5x5E2x5byE5x5";
  // Isolations
  constexpr static char phoChargedIsolation_[] = "phoChargedIsolation";
  constexpr static char phoNeutralHadronIsolation_[] = "phoNeutralHadronIsolation";
  constexpr static char phoPhotonIsolation_[] = "phoPhotonIsolation";
  constexpr static char phoWorstChargedIsolation_[] = "phoWorstChargedIsolation";
  constexpr static char phoWorstChargedIsolationWithConeVeto_[] = "phoWorstChargedIsolationWithConeVeto";
  constexpr static char phoWorstChargedIsolationWithPVConstraint_[] = "phoWorstChargedIsolationWithPVConstraint";
  constexpr static char phoWorstChargedIsolationWithConeVetoWithPVConstraint_[] = "phoWorstChargedIsolationWithConeVetoWithPVConstraint";

  //PFCluster Isolation
  constexpr static char phoTrkIsolation_[] = "phoTrkIsolation";
  constexpr static char phoHcalPFClIsolation_[] = "phoHcalPFClIsolation";
  constexpr static char phoEcalPFClIsolation_[] = "phoEcalPFClIsolation";

};

// Cluster shapes
constexpr char PhotonIDValueMapProducer::phoFull5x5SigmaIEtaIEta_[];
constexpr char PhotonIDValueMapProducer::phoFull5x5SigmaIEtaIPhi_[];
constexpr char PhotonIDValueMapProducer::phoFull5x5E1x3_[];
constexpr char PhotonIDValueMapProducer::phoFull5x5E2x2_[];
constexpr char PhotonIDValueMapProducer::phoFull5x5E2x5Max_[];
constexpr char PhotonIDValueMapProducer::phoFull5x5E5x5_[];
constexpr char PhotonIDValueMapProducer::phoESEffSigmaRR_[];
// Cluster shape ratios
constexpr char PhotonIDValueMapProducer::phoFull5x5E1x3byE5x5_[];
constexpr char PhotonIDValueMapProducer::phoFull5x5E2x2byE5x5_[];
constexpr char PhotonIDValueMapProducer::phoFull5x5E2x5byE5x5_[];
// Isolations
constexpr char PhotonIDValueMapProducer::phoChargedIsolation_[];
constexpr char PhotonIDValueMapProducer::phoNeutralHadronIsolation_[];
constexpr char PhotonIDValueMapProducer::phoPhotonIsolation_[];
constexpr char PhotonIDValueMapProducer::phoWorstChargedIsolation_[];
constexpr char PhotonIDValueMapProducer::phoWorstChargedIsolationWithConeVeto_[];
constexpr char PhotonIDValueMapProducer::phoWorstChargedIsolationWithPVConstraint_[];
constexpr char PhotonIDValueMapProducer::phoWorstChargedIsolationWithConeVetoWithPVConstraint_[];

//PFCluster Isolation
constexpr char PhotonIDValueMapProducer::phoTrkIsolation_[];
constexpr char PhotonIDValueMapProducer::phoHcalPFClIsolation_[];
constexpr char PhotonIDValueMapProducer::phoEcalPFClIsolation_[];


PhotonIDValueMapProducer::PhotonIDValueMapProducer(const edm::ParameterSet& iConfig) {

  //
  // Declare consummables, handle both AOD and miniAOD case
  //
  ebReducedRecHitCollection_        = mayConsume<EcalRecHitCollection>(iConfig.getParameter<edm::InputTag>
                                       ("ebReducedRecHitCollection"));
  ebReducedRecHitCollectionMiniAOD_ = mayConsume<EcalRecHitCollection>(iConfig.getParameter<edm::InputTag>
                                       ("ebReducedRecHitCollectionMiniAOD"));

  eeReducedRecHitCollection_        = mayConsume<EcalRecHitCollection>(iConfig.getParameter<edm::InputTag>
                                       ("eeReducedRecHitCollection"));
  eeReducedRecHitCollectionMiniAOD_ = mayConsume<EcalRecHitCollection>(iConfig.getParameter<edm::InputTag>
                                       ("eeReducedRecHitCollectionMiniAOD"));

  if (!iConfig.getParameter<edm::InputTag>("esReducedRecHitCollection").label().empty() ||
      !iConfig.getParameter<edm::InputTag>("esReducedRecHitCollectionMiniAOD").label().empty()) {
      usesES_ = true;
      esReducedRecHitCollection_        = mayConsume<EcalRecHitCollection>(iConfig.getParameter<edm::InputTag>
                                                                           ("esReducedRecHitCollection"));
      esReducedRecHitCollectionMiniAOD_ = mayConsume<EcalRecHitCollection>(iConfig.getParameter<edm::InputTag>
                                                                           ("esReducedRecHitCollectionMiniAOD"));
      
  } else {
      usesES_ = false;
  }

  vtxToken_        = mayConsume<reco::VertexCollection>(iConfig.getParameter<edm::InputTag>("vertices"));
  vtxTokenMiniAOD_ = mayConsume<reco::VertexCollection>(iConfig.getParameter<edm::InputTag>("verticesMiniAOD"));

  // reco photons are castable into pat photons, so no need to handle reco/pat seprately
  src_        = mayConsume<edm::View<reco::Photon> >(iConfig.getParameter<edm::InputTag>("src"));
  srcMiniAOD_ = mayConsume<edm::View<reco::Photon> >(iConfig.getParameter<edm::InputTag>("srcMiniAOD"));

  // The particleBasedIsolation object is relevant only for AOD, RECO format
  particleBasedIsolationToken_ = mayConsume<edm::ValueMap<std::vector<reco::PFCandidateRef > > >
    (iConfig.getParameter<edm::InputTag>("particleBasedIsolation"));
  
  // AOD has reco::PFCandidate vector, and miniAOD has pat::PackedCandidate vector.
  // Both inherit from reco::Candidate, so we go to the base class. We can cast into
  // the full type later if needed. Since the collection names are different, we
  // introduce both collections
  pfCandidatesToken_        = mayConsume< edm::View<reco::Candidate> >(iConfig.getParameter<edm::InputTag>("pfCandidates")); 
  pfCandidatesTokenMiniAOD_ = mayConsume< edm::View<reco::Candidate> >(iConfig.getParameter<edm::InputTag>("pfCandidatesMiniAOD")); 

  //
  // Declare producibles
  //
  // Cluster shapes
  produces<edm::ValueMap<float> >(phoFull5x5SigmaIEtaIEta_);  
  produces<edm::ValueMap<float> >(phoFull5x5SigmaIEtaIPhi_);  
  produces<edm::ValueMap<float> >(phoFull5x5E1x3_);  
  produces<edm::ValueMap<float> >(phoFull5x5E2x2_);  
  produces<edm::ValueMap<float> >(phoFull5x5E2x5Max_);  
  produces<edm::ValueMap<float> >(phoFull5x5E5x5_);  
  produces<edm::ValueMap<float> >(phoESEffSigmaRR_);  
  // Cluster shape ratios
  produces<edm::ValueMap<float> >(phoFull5x5E1x3byE5x5_);
  produces<edm::ValueMap<float> >(phoFull5x5E2x2byE5x5_);
  produces<edm::ValueMap<float> >(phoFull5x5E2x5byE5x5_);
  // Isolations
  produces<edm::ValueMap<float> >(phoChargedIsolation_);  
  produces<edm::ValueMap<float> >(phoNeutralHadronIsolation_);  
  produces<edm::ValueMap<float> >(phoPhotonIsolation_);  
  produces<edm::ValueMap<float> >(phoWorstChargedIsolation_);  
  produces<edm::ValueMap<float> >(phoWorstChargedIsolationWithConeVeto_);  
  produces<edm::ValueMap<float> >(phoWorstChargedIsolationWithPVConstraint_);  
  produces<edm::ValueMap<float> >(phoWorstChargedIsolationWithConeVetoWithPVConstraint_);  

  //PFCluster  Isolations
  produces<edm::ValueMap<float> >(phoTrkIsolation_);  
  produces<edm::ValueMap<float> >(phoHcalPFClIsolation_);  
  produces<edm::ValueMap<float> >(phoEcalPFClIsolation_);  


}

PhotonIDValueMapProducer::~PhotonIDValueMapProducer() {
}

void PhotonIDValueMapProducer::produce(edm::Event& iEvent, const edm::EventSetup& iSetup) {

  using namespace edm;

  // Constants 
  const float coneSizeDR = 0.3;
  const float dxyMax = 0.1;
  const float dzMax  = 0.2;

  edm::Handle<edm::View<reco::Photon> > src;

  bool isAOD = true;
  iEvent.getByToken(src_, src);
  if( !src.isValid() ){
    isAOD = false;
    iEvent.getByToken(srcMiniAOD_,src);
  }
  if( !src.isValid() ) {
    throw cms::Exception("IllDefinedDataTier")
      << "DataFormat does not contain a photon source!";
  }

  // Configure Lazy Tools
  if (usesES_) {
      if( isAOD )
        lazyToolnoZS = std::make_unique<noZS::EcalClusterLazyTools>(iEvent, iSetup, 
                                                      ebReducedRecHitCollection_,
                                                      eeReducedRecHitCollection_,
                                                      esReducedRecHitCollection_);
      else
        lazyToolnoZS = std::make_unique<noZS::EcalClusterLazyTools>(iEvent, iSetup, 
                                                      ebReducedRecHitCollectionMiniAOD_,
                                                      eeReducedRecHitCollectionMiniAOD_,
                                                      esReducedRecHitCollectionMiniAOD_); 
  } else {
      if( isAOD )
        lazyToolnoZS = std::make_unique<noZS::EcalClusterLazyTools>(iEvent, iSetup, 
                                                      ebReducedRecHitCollection_,
                                                      eeReducedRecHitCollection_);
      else
        lazyToolnoZS = std::make_unique<noZS::EcalClusterLazyTools>(iEvent, iSetup, 
                                                      ebReducedRecHitCollectionMiniAOD_,
                                                      eeReducedRecHitCollectionMiniAOD_); 

  }
  
  // Get PV
  edm::Handle<reco::VertexCollection> vertices;
  iEvent.getByToken(vtxToken_, vertices);
  if( !vertices.isValid() )
    iEvent.getByToken(vtxTokenMiniAOD_, vertices);
  if (vertices->empty()) return; // skip the event if no PV found
  const reco::Vertex &pv = vertices->front();
  
  edm::Handle< edm::ValueMap<std::vector<reco::PFCandidateRef > > > particleBasedIsolationMap;
  if( isAOD ){
    // this exists only in AOD
    iEvent.getByToken(particleBasedIsolationToken_, particleBasedIsolationMap);
  }

  edm::Handle< edm::View<reco::Candidate> > pfCandidatesHandle;

  iEvent.getByToken(pfCandidatesToken_, pfCandidatesHandle);
  if( !pfCandidatesHandle.isValid() )
    iEvent.getByToken(pfCandidatesTokenMiniAOD_, pfCandidatesHandle);

  if( !isAOD && !src->empty() ) {
    edm::Ptr<pat::Photon> test(src->ptrAt(0));
    if( test.isNull() || !test.isAvailable() ) {
      throw cms::Exception("InvalidConfiguration")
    <<"DataFormat is detected as miniAOD but cannot cast to pat::Photon!";
    }
  }

  // size_t n = src->size();
  // Cluster shapes
  std::vector<float> phoFull5x5SigmaIEtaIEta;
  std::vector<float> phoFull5x5SigmaIEtaIPhi;
  std::vector<float> phoFull5x5E1x3;
  std::vector<float> phoFull5x5E2x2;
  std::vector<float> phoFull5x5E2x5Max;
  std::vector<float> phoFull5x5E5x5;
  std::vector<float> phoESEffSigmaRR;
  // Cluster shape ratios
  std::vector<float> phoFull5x5E1x3byE5x5;
  std::vector<float> phoFull5x5E2x2byE5x5;
  std::vector<float> phoFull5x5E2x5byE5x5;
  // Isolations
  std::vector<float> phoChargedIsolation;
  std::vector<float> phoNeutralHadronIsolation;
  std::vector<float> phoPhotonIsolation;
  std::vector<float> phoWorstChargedIsolation;
  std::vector<float> phoWorstChargedIsolationWithConeVeto;
  std::vector<float> phoWorstChargedIsolationWithPVConstraint;
  std::vector<float> phoWorstChargedIsolationWithConeVetoWithPVConstraint;

  //PFCluster Isolations
  std::vector<float> phoTrkIsolation;
  std::vector<float> phoHcalPFClIsolation;
  std::vector<float> phoEcalPFClIsolation;
  
  // reco::Photon::superCluster() is virtual so we can exploit polymorphism
  for (unsigned idxpho = 0; idxpho < src->size(); ++idxpho) {
    const auto& iPho = src->ptrAt(idxpho);

    //    
    // Compute full 5x5 quantities
    //
    const auto& theseed = *(iPho->superCluster()->seed());
    
    // For full5x5_sigmaIetaIeta, for 720 we use: lazy tools for AOD,
    // and userFloats or lazy tools for miniAOD. From some point in 72X and on, one can
    // retrieve the full5x5 directly from the object with ->full5x5_sigmaIetaIeta()
    // for both formats.
    float see = -999;
    std::vector<float> vCov = lazyToolnoZS->localCovariances( theseed );
    see = (isnan(vCov[0]) ? 0. : sqrt(vCov[0]));
    float sep = vCov[1];
    phoFull5x5SigmaIEtaIEta.push_back(see);
    phoFull5x5SigmaIEtaIPhi.push_back(sep);

    phoFull5x5E1x3   .push_back(lazyToolnoZS-> e1x3   (theseed) );
    phoFull5x5E2x2   .push_back(lazyToolnoZS-> e2x2   (theseed) );
    phoFull5x5E2x5Max.push_back(lazyToolnoZS-> e2x5Max(theseed) );
    phoFull5x5E5x5   .push_back(lazyToolnoZS-> e5x5   (theseed) );

    phoFull5x5E1x3byE5x5.push_back(phoFull5x5E1x3[idxpho]/phoFull5x5E5x5[idxpho]);
    phoFull5x5E2x2byE5x5.push_back(phoFull5x5E2x2[idxpho]/phoFull5x5E5x5[idxpho]);
    phoFull5x5E2x5byE5x5.push_back(phoFull5x5E2x5Max[idxpho]/phoFull5x5E5x5[idxpho]);

    phoESEffSigmaRR  .push_back(lazyToolnoZS->eseffsirir( *(iPho->superCluster()) ) );

    // 
    // Compute absolute uncorrected isolations with footprint removal
    //
    
    // First, find photon direction with respect to the good PV
    math::XYZVector photon_directionWrtVtx(iPho->superCluster()->x() - pv.x(),
                                           iPho->superCluster()->y() - pv.y(),
                                           iPho->superCluster()->z() - pv.z());

    //PFCluster Isolations
    phoTrkIsolation      .push_back( iPho->trkSumPtSolidConeDR04());
    if (isAOD)                                                                                                                                                                  
      {                                                                                                                                                                          
    phoHcalPFClIsolation .push_back(0.f);
    phoEcalPFClIsolation .push_back(0.f);
      }
    else
      {
    edm::Ptr<pat::Photon> patPhotonPtr(src->ptrAt(idxpho));
    phoHcalPFClIsolation .push_back(patPhotonPtr->hcalPFClusterIso());
    phoEcalPFClIsolation .push_back(patPhotonPtr->ecalPFClusterIso());
      }


    // Zero the isolation sums
    float chargedIsoSum = 0;
    float neutralHadronIsoSum = 0;
    float photonIsoSum = 0;

    // Loop over all PF candidates
    for (unsigned idxcand = 0; idxcand < pfCandidatesHandle->size(); ++idxcand ){

      // Here, the type will be a simple reco::Candidate. We cast it
      // for full PFCandidate or PackedCandidate below as necessary
      const auto& iCand = pfCandidatesHandle->ptrAt(idxcand);

      // One would think that we should check that this iCand from 
      // the generic PF collection is not identical to the iPho photon
      // for which we are computing the isolations. However, it turns out
      // to be unnecessary. Below, in the function isInFootprint(), we drop
      // this iCand if it is in the footprint, and this always removes
      // the iCand if it matches the iPho.
      //     The explicit check at this point is not totally trivial because
      // of non-triviality of implementation of this check for miniAOD (PackedCandidates
      // of the PF collection do not contain the supercluser link, so can't use that).
      // if( isAOD ){
      //    if( ((const recoCandPtr)iCand)->superClusterRef() == iPho->superCluster() ) continue;
      // }


      // Check if this candidate is within the isolation cone
      float dR2 = deltaR2(photon_directionWrtVtx.Eta(),photon_directionWrtVtx.Phi(), 
            iCand->eta(), iCand->phi());
      if( dR2 > coneSizeDR*coneSizeDR ) continue;

      // Check if this candidate is not in the footprint
      bool inFootprint = false;
      if(isAOD) {
        inFootprint = isInFootprint( (*particleBasedIsolationMap)[iPho], iCand );
      } else {  
        edm::Ptr<pat::Photon> patPhotonPtr(src->ptrAt(idxpho));
        inFootprint = isInFootprint(patPhotonPtr->associatedPackedPFCandidates(), iCand);
      }

      if( inFootprint ) continue;

      // Find candidate type
      reco::PFCandidate::ParticleType thisCandidateType = candidatePdgId(iCand, isAOD);

      // Increment the appropriate isolation sum
      if( thisCandidateType == reco::PFCandidate::h ){
    // for charged hadrons, additionally check consistency
    // with the PV
    float dxy = -999, dz=-999;
        getImpactParameters(iCand, isAOD, pv, dxy, dz);


    if(fabs(dxy) > dxyMax) continue;
    if (fabs(dz) > dzMax) continue;

    // The candidate is eligible, increment the isolaiton
    chargedIsoSum += iCand->pt();
      }

      if( thisCandidateType == reco::PFCandidate::h0 )
    neutralHadronIsoSum += iCand->pt();

      if( thisCandidateType == reco::PFCandidate::gamma )
    photonIsoSum += iCand->pt();
    }

    phoChargedIsolation      .push_back( chargedIsoSum       );
    phoNeutralHadronIsolation.push_back( neutralHadronIsoSum );
    phoPhotonIsolation       .push_back( photonIsoSum        );

    // Worst isolation computed with no vetos or ptMin cut, as in
    // Run 1 Hgg code.
    float dRvetoBarrel = 0.0;
    float dRvetoEndcap = 0.0;
    float ptMin = 0.0;
    bool isPVConstraint=false;
    float worstChargedIso =
      computeWorstPFChargedIsolation(iPho, pfCandidatesHandle, vertices, 
                     isAOD, isPVConstraint,pv,coneSizeDR, dxyMax, dzMax,
                     dRvetoBarrel, dRvetoEndcap, ptMin);
    phoWorstChargedIsolation .push_back( worstChargedIso );

    // Worst isolation computed with cone vetos and a ptMin cut, as in 
    // Run 2 Hgg code.
    dRvetoBarrel = 0.02;
    dRvetoEndcap = 0.02;
    ptMin = 0.1;
    float worstChargedIsoWithConeVeto =
      computeWorstPFChargedIsolation(iPho, pfCandidatesHandle, vertices, 
                     isAOD, isPVConstraint,pv, coneSizeDR, dxyMax, dzMax,
                     dRvetoBarrel, dRvetoEndcap, ptMin);
    phoWorstChargedIsolationWithConeVeto .push_back( worstChargedIsoWithConeVeto );

    isPVConstraint=true;
    float worstChargedIsoWithPVConstraint =
      computeWorstPFChargedIsolation(iPho, pfCandidatesHandle, vertices, 
                     isAOD, isPVConstraint,pv,coneSizeDR, dxyMax, dzMax,
                     dRvetoBarrel, dRvetoEndcap, ptMin);
    phoWorstChargedIsolationWithPVConstraint .push_back( worstChargedIsoWithPVConstraint );

    // Worst isolation computed with cone vetos and a ptMin cut, as in 
    // Run 2 Hgg code.
    dRvetoBarrel = 0.02;
    dRvetoEndcap = 0.02;
    ptMin = 0.1;
    float worstChargedIsoWithConeVetoWithPVConstraint =
      computeWorstPFChargedIsolation(iPho, pfCandidatesHandle, vertices, 
                     isAOD,isPVConstraint, pv, coneSizeDR, dxyMax, dzMax,
                     dRvetoBarrel, dRvetoEndcap, ptMin);
    phoWorstChargedIsolationWithConeVetoWithPVConstraint .push_back( worstChargedIsoWithConeVetoWithPVConstraint );

    

  }
  
  // Cluster shapes
  writeValueMap(iEvent, src, phoFull5x5SigmaIEtaIEta, phoFull5x5SigmaIEtaIEta_);  
  writeValueMap(iEvent, src, phoFull5x5SigmaIEtaIPhi, phoFull5x5SigmaIEtaIPhi_);  
  writeValueMap(iEvent, src, phoFull5x5E1x3   , phoFull5x5E1x3_);  
  writeValueMap(iEvent, src, phoFull5x5E2x2   , phoFull5x5E2x2_);  
  writeValueMap(iEvent, src, phoFull5x5E2x5Max, phoFull5x5E2x5Max_);  
  writeValueMap(iEvent, src, phoFull5x5E5x5   , phoFull5x5E5x5_);  
  writeValueMap(iEvent, src, phoESEffSigmaRR  , phoESEffSigmaRR_);  
  // Cluster shape ratios
  writeValueMap(iEvent, src, phoFull5x5E1x3byE5x5   , phoFull5x5E1x3byE5x5_);  
  writeValueMap(iEvent, src, phoFull5x5E2x2byE5x5   , phoFull5x5E2x2byE5x5_);  
  writeValueMap(iEvent, src, phoFull5x5E2x5byE5x5   , phoFull5x5E2x5byE5x5_);  
  // Isolation
  writeValueMap(iEvent, src, phoChargedIsolation, phoChargedIsolation_);  
  writeValueMap(iEvent, src, phoNeutralHadronIsolation, phoNeutralHadronIsolation_);  
  writeValueMap(iEvent, src, phoPhotonIsolation, phoPhotonIsolation_);  
  writeValueMap(iEvent, src, phoWorstChargedIsolation, phoWorstChargedIsolation_);  
  writeValueMap(iEvent, src, phoWorstChargedIsolationWithConeVeto, phoWorstChargedIsolationWithConeVeto_);  
  writeValueMap(iEvent, src, phoWorstChargedIsolationWithPVConstraint, phoWorstChargedIsolationWithPVConstraint_);  
  writeValueMap(iEvent, src, phoWorstChargedIsolationWithConeVetoWithPVConstraint, phoWorstChargedIsolationWithConeVetoWithPVConstraint_);  
  //PFCluster  Isolation
  writeValueMap(iEvent, src, phoTrkIsolation, phoTrkIsolation_);  
  writeValueMap(iEvent, src, phoHcalPFClIsolation, phoHcalPFClIsolation_);  
  writeValueMap(iEvent, src, phoEcalPFClIsolation, phoEcalPFClIsolation_);  

}

void PhotonIDValueMapProducer::writeValueMap(edm::Event &iEvent,
                         const edm::Handle<edm::View<reco::Photon> > & handle,
                         const std::vector<float> & values,
                         const std::string    & label) const 
{
  using namespace edm; 
  using namespace std;
  auto valMap = std::make_unique<ValueMap<float>>();
  edm::ValueMap<float>::Filler filler(*valMap);
  filler.insert(handle, values.begin(), values.end());
  filler.fill();
  iEvent.put(std::move(valMap), label);
}

void PhotonIDValueMapProducer::fillDescriptions(edm::ConfigurationDescriptions& descriptions) {
  //The following says we do not know what parameters are allowed so do no validation
  // Please change this to state exactly what you do use, even if it is no parameters
  edm::ParameterSetDescription desc;
  desc.setUnknown();
  descriptions.addDefault(desc);
}

// Charged isolation with respect to the worst vertex. See more
// comments above at the function declaration.
template <class T, class U>
float PhotonIDValueMapProducer
::computeWorstPFChargedIsolation(const T& photon, const U& pfCandidates,
                 const edm::Handle<reco::VertexCollection> vertices,
                 bool isAOD, bool isPVConstraint,const reco::Vertex& pv,
                 float dRmax, float dxyMax, float dzMax,
                 float dRvetoBarrel, float dRvetoEndcap, float ptMin){


  float worstIsolation = 999;
  std::vector<float> allIsolations;

  float dRveto;
  if (photon->isEB())
    dRveto = dRvetoBarrel;
  else
    dRveto = dRvetoEndcap;

  //Calculate isolation sum separately for each vertex
  for(unsigned int ivtx=0; ivtx<vertices->size(); ++ivtx) {
    
    // Shift the photon according to the vertex
    reco::VertexRef vtx(vertices, ivtx);
    math::XYZVector photon_directionWrtVtx(photon->superCluster()->x() - vtx->x(),
                       photon->superCluster()->y() - vtx->y(),
                       photon->superCluster()->z() - vtx->z());
    
    float sum = 0;
    // Loop over the PFCandidates
    for(unsigned i=0; i<pfCandidates->size(); i++) {
      
      const auto& iCand = pfCandidates->ptrAt(i);

      //require that PFCandidate is a charged hadron
      reco::PFCandidate::ParticleType thisCandidateType = candidatePdgId(iCand, isAOD);
      if (thisCandidateType != reco::PFCandidate::h) 
    continue;

      if (iCand->pt() < ptMin)
    continue;
      
      float dxy=-999, dz=-999;
      if(isPVConstraint) getImpactParameters(iCand, isAOD, pv, dxy, dz);
      else getImpactParameters(iCand, isAOD, *vtx, dxy, dz);



      if( fabs(dxy) > dxyMax) continue;
      if ( fabs(dz) > dzMax) continue;
      
      float dR2 = deltaR2(photon_directionWrtVtx.Eta(), photon_directionWrtVtx.Phi(), 
                          iCand->eta(),      iCand->phi());
      if(dR2 > dRmax*dRmax || dR2 < dRveto*dRveto) continue;
      
      sum += iCand->pt();
    }

    allIsolations.push_back(sum);
  }

  if( !allIsolations.empty() )
    worstIsolation = * std::max_element( allIsolations.begin(), allIsolations.end() );
  
  return worstIsolation;
}


reco::PFCandidate::ParticleType
PhotonIDValueMapProducer::candidatePdgId(const edm::Ptr<reco::Candidate> candidate, 
                     bool isAOD){
  
  reco::PFCandidate::ParticleType thisCandidateType = reco::PFCandidate::X;
  if( isAOD )
    thisCandidateType = ( (const recoCandPtr)candidate)->particleId();
  else {
    // the neutral hadrons and charged hadrons can be of pdgId types
    // only 130 (K0L) and +-211 (pi+-) in packed candidates
    const int pdgId = ( (const patCandPtr)candidate)->pdgId();
    if( pdgId == 22 )
      thisCandidateType = reco::PFCandidate::gamma;
    else if( abs(pdgId) == 130) // PDG ID for K0L
      thisCandidateType = reco::PFCandidate::h0;
    else if( abs(pdgId) == 211) // PDG ID for pi+-
      thisCandidateType = reco::PFCandidate::h;
  }
  return thisCandidateType;
}

const reco::Track* 
PhotonIDValueMapProducer::getTrackPointer(const edm::Ptr<reco::Candidate> candidate, bool isAOD){

  const reco::Track* theTrack = nullptr;
  if( isAOD )
    theTrack = &*( ((const recoCandPtr) candidate)->trackRef());
  else
    theTrack = &( ((const patCandPtr) candidate)->pseudoTrack());

  return theTrack;
}

void PhotonIDValueMapProducer::getImpactParameters(const edm::Ptr<reco::Candidate>& candidate,
                                                   bool isAOD, const reco::Vertex& pv,
                                                   float &dxy, float &dz){

  dxy=-999;
  dz=-999;
  if( isAOD ) {
    const reco::Track *theTrack = &*( ((const recoCandPtr) candidate)->trackRef());
    dxy = theTrack->dxy(pv.position());
    dz  = theTrack->dz(pv.position());
  } else {
    const pat::PackedCandidate & aCand = *(patCandPtr(candidate)); 
    dxy = aCand.dxy(pv.position());
    dz = aCand.dz(pv.position());

  }

}

DEFINE_FWK_MODULE(PhotonIDValueMapProducer);