ElectronIdMVAProducer.cc

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// system include files
#include <memory>

// user include files
#include "FWCore/Framework/interface/Frameworkfwd.h"
#include "FWCore/Framework/interface/EDFilter.h"

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

#include "FWCore/ParameterSet/interface/ParameterSet.h"
#include "EgammaAnalysis/ElectronTools/interface/EGammaMvaEleEstimator.h"
#include "DataFormats/EgammaCandidates/interface/GsfElectron.h"
#include "DataFormats/EgammaCandidates/interface/GsfElectronFwd.h"
#include "DataFormats/PatCandidates/interface/Electron.h"
#include "DataFormats/VertexReco/interface/Vertex.h"
#include "DataFormats/VertexReco/interface/VertexFwd.h"
#include "TrackingTools/Records/interface/TransientTrackRecord.h"
#include "TrackingTools/IPTools/interface/IPTools.h"
//
// class declaration
//

using namespace std;
using namespace reco;
class ElectronIdMVAProducer : public edm::EDFilter {
    public:
        explicit ElectronIdMVAProducer(const edm::ParameterSet&);
        ~ElectronIdMVAProducer();

    private:
        virtual bool filter(edm::Event&, const edm::EventSetup&);

        // ----------member data ---------------------------
                bool verbose_;
        edm::InputTag vertexTag_;
        edm::InputTag electronTag_;
                edm::InputTag reducedEBRecHitCollection_;
                edm::InputTag reducedEERecHitCollection_;
  
                double _Rho;
                string method_;
                vector<string> mvaWeightFiles_;
                bool Trig_;
                bool NoIP_;
 
                EGammaMvaEleEstimator* mvaID_;

};

//
// constants, enums and typedefs
//

//
// static data member definitions
//

//
// constructors and destructor
//
ElectronIdMVAProducer::ElectronIdMVAProducer(const edm::ParameterSet& iConfig) {
        verbose_ = iConfig.getUntrackedParameter<bool>("verbose", false);
    vertexTag_ = iConfig.getParameter<edm::InputTag>("vertexTag");
    electronTag_ = iConfig.getParameter<edm::InputTag>("electronTag");
        reducedEBRecHitCollection_ = iConfig.getParameter<edm::InputTag>("reducedEBRecHitCollection");
        reducedEERecHitCollection_ = iConfig.getParameter<edm::InputTag>("reducedEERecHitCollection");
    method_ = iConfig.getParameter<string>("method");
    std::vector<string> fpMvaWeightFiles = iConfig.getParameter<std::vector<std::string> >("mvaWeightFile");
    Trig_ = iConfig.getParameter<bool>("Trig");
    NoIP_ = iConfig.getParameter<bool>("NoIP");

        produces<edm::ValueMap<float> >("");

        mvaID_ = new EGammaMvaEleEstimator();
 
        EGammaMvaEleEstimator::MVAType type_;
        if(Trig_ && !NoIP_){type_ = EGammaMvaEleEstimator::kTrig;}
     
    if(Trig_ && NoIP_){type_ = EGammaMvaEleEstimator::kTrigNoIP;}
     
    if(!Trig_){type_ = EGammaMvaEleEstimator::kNonTrig;}

        bool manualCat_ = true;

    string path_mvaWeightFileEleID;
    for(unsigned ifile=0 ; ifile < fpMvaWeightFiles.size() ; ++ifile) {
      path_mvaWeightFileEleID = edm::FileInPath ( fpMvaWeightFiles[ifile].c_str() ).fullPath();
      mvaWeightFiles_.push_back(path_mvaWeightFileEleID);
    }
    
        mvaID_->initialize(method_, type_, manualCat_, mvaWeightFiles_);

}


ElectronIdMVAProducer::~ElectronIdMVAProducer()
{
 
   // do anything here that needs to be done at desctruction time
   // (e.g. close files, deallocate resources etc.)

}


//
// member functions
//

// ------------ method called on each new Event  ------------
bool ElectronIdMVAProducer::filter(edm::Event& iEvent, const edm::EventSetup& iSetup) {
    using namespace edm;

        std::auto_ptr<edm::ValueMap<float> > out(new edm::ValueMap<float>() );

    Handle<reco::VertexCollection>  vertexCollection;
    iEvent.getByLabel(vertexTag_, vertexCollection);

        Vertex dummy;
        const Vertex *pv = &dummy;
        if ( vertexCollection->size() != 0) {
          pv = &*vertexCollection->begin();
        } else { // create a dummy PV
          Vertex::Error e;
          e(0, 0) = 0.0015 * 0.0015;
          e(1, 1) = 0.0015 * 0.0015;
          e(2, 2) = 15. * 15.;
          Vertex::Point p(0, 0, 0);
          dummy = Vertex(p, e, 0, 0, 0);
        }

        EcalClusterLazyTools lazyTools(iEvent, iSetup, reducedEBRecHitCollection_, reducedEERecHitCollection_);

        edm::ESHandle<TransientTrackBuilder> builder;
        iSetup.get<TransientTrackRecord>().get("TransientTrackBuilder", builder);
        TransientTrackBuilder thebuilder = *(builder.product());

    Handle<reco::GsfElectronCollection> egCollection;
    iEvent.getByLabel(electronTag_,egCollection);
        const reco::GsfElectronCollection egCandidates = (*egCollection.product());

    _Rho=0;
    edm::Handle<double> rhoPtr;
    const edm::InputTag eventrho("kt6PFJets", "rho");
    iEvent.getByLabel(eventrho,rhoPtr);
    _Rho=*rhoPtr;

        std::vector<float> values;
        values.reserve(egCollection->size());
   
        for ( reco::GsfElectronCollection::const_iterator egIter = egCandidates.begin(); egIter != egCandidates.end(); ++egIter) {

          double mvaVal = -999999;
      if(!NoIP_){
          mvaVal = mvaID_->mvaValue( *egIter, *pv,thebuilder,lazyTools, verbose_);
      }
      if(NoIP_){
        mvaVal = mvaID_->mvaValue( *egIter, *pv, _Rho,/*thebuilder,*/lazyTools, verbose_);
      }
      
      values.push_back( mvaVal ); 
    }

        edm::ValueMap<float>::Filler filler(*out);
        filler.insert(egCollection, values.begin(), values.end() );
    filler.fill();

    iEvent.put(out);

    return true;
}

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