/data/refman/pasoursint/CMSSW_4_1_8_patch12/src/RecoMET/METAlgorithms/src/TCMETAlgo.cc

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// File: TCMETAlgo.cc
// Description:  see TCMETAlgo.h
// Author: F. Golf
// Creation Date:  March 24, 2009 Initial version.
//
//------------------------------------------------------------------------
#include "RecoMET/METAlgorithms/interface/TCMETAlgo.h"
#include "DataFormats/Candidate/interface/Candidate.h"
#include "DataFormats/Candidate/interface/CandidateFwd.h"
#include "DataFormats/METReco/interface/CommonMETData.h"
#include "DataFormats/Math/interface/LorentzVector.h"
#include "DataFormats/Math/interface/Point3D.h"
#include "DataFormats/RecoCandidate/interface/RecoCandidate.h"

#include "DataFormats/EgammaCandidates/interface/Electron.h"
#include "DataFormats/EgammaCandidates/interface/ElectronFwd.h"
#include "DataFormats/EgammaCandidates/interface/GsfElectron.h"
#include "DataFormats/EgammaCandidates/interface/GsfElectronFwd.h"

#include "DataFormats/MuonReco/interface/Muon.h"
#include "DataFormats/MuonReco/interface/MuonFwd.h"
#include "DataFormats/MuonReco/interface/MuonMETCorrectionData.h"
#include "DataFormats/TrackReco/interface/Track.h"
#include "DataFormats/VertexReco/interface/Vertex.h"
#include "DataFormats/TrackReco/interface/TrackFwd.h"
#include "DataFormats/METReco/interface/CaloMET.h"
#include "DataFormats/METReco/interface/MET.h"
#include "DataFormats/METReco/interface/PFMET.h"
//#include "DataFormats/METReco/interface/CaloMETCollection.h"

#include "TrackingTools/TrajectoryState/interface/TrajectoryStateOnSurface.h"
#include "TrackingTools/GeomPropagators/interface/AnalyticalPropagator.h"
#include "MagneticField/Engine/interface/MagneticField.h"
#include "MagneticField/Records/interface/IdealMagneticFieldRecord.h"
#include "Geometry/Records/interface/IdealGeometryRecord.h"
#include "DataFormats/GeometrySurface/interface/Plane.h"
#include "DataFormats/GeometrySurface/interface/Cylinder.h"
#include "DataFormats/GeometryVector/interface/GlobalPoint.h"
#include "DataFormats/GeometryVector/interface/GlobalVector.h"
#include "Math/GenVector/VectorUtil.h"
#include "DataFormats/BeamSpot/interface/BeamSpot.h"

#include "DataFormats/ParticleFlowReco/interface/PFLayer.h"
#include "DataFormats/ParticleFlowReco/interface/PFCluster.h"
#include "DataFormats/ParticleFlowReco/interface/PFClusterFwd.h"

#include <cmath>
#include <iostream>
#include "TVector3.h"
#include "TH2.h"
#include "TMath.h"

typedef math::XYZPoint Point;
typedef math::XYZTLorentzVector LorentzVector;

//------------------------------------------------------------------------
// Default Constructer
//----------------------------------
TCMETAlgo::TCMETAlgo() {}
//------------------------------------------------------------------------

//------------------------------------------------------------------------
// Default Destructor
//----------------------------------
TCMETAlgo::~TCMETAlgo() {}
//------------------------------------------------------------------------

reco::MET TCMETAlgo::CalculateTCMET(edm::Event& event, const edm::EventSetup& setup, const edm::ParameterSet& iConfig, TH2D* response_function, TH2D* showerRF)
{ 
     // get configuration parameters
     usePFClusters_           = iConfig.getParameter<bool>  ("usePFClusters");
     inputTagPFClustersECAL_  = iConfig.getParameter<edm::InputTag>("PFClustersECAL");
     inputTagPFClustersHCAL_  = iConfig.getParameter<edm::InputTag>("PFClustersHCAL");
     inputTagPFClustersHFEM_  = iConfig.getParameter<edm::InputTag>("PFClustersHFEM");
     inputTagPFClustersHFHAD_ = iConfig.getParameter<edm::InputTag>("PFClustersHFHAD");
     
     nLayers_                = iConfig.getParameter<int>      ("nLayers");
     nLayersTight_           = iConfig.getParameter<int>      ("nLayersTight");
     vertexNdof_             = iConfig.getParameter<int>      ("vertexNdof");
     vertexZ_                = iConfig.getParameter<double>   ("vertexZ");
     vertexRho_              = iConfig.getParameter<double>   ("vertexRho");
     vertexMaxDZ_            = iConfig.getParameter<double>   ("vertexMaxDZ");
     maxpt_eta20_            = iConfig.getParameter<double>   ("maxpt_eta20");
     maxpt_eta25_            = iConfig.getParameter<double>   ("maxpt_eta25");
     vetoDuplicates_         = iConfig.getParameter<bool>     ("vetoDuplicates");
     dupMinPt_               = iConfig.getParameter<double>   ("dupMinPt");
     dupDPhi_                = iConfig.getParameter<double>   ("dupDPhi");
     dupDCotTh_              = iConfig.getParameter<double>   ("dupDCotTh");

     electronVetoCone_       = iConfig.getParameter<bool>  ("electronVetoCone");
     eVetoDeltaR_            = iConfig.getParameter<double>("eVetoDeltaR");
     eVetoDeltaPhi_          = iConfig.getParameter<double>("eVetoDeltaPhi");
     eVetoDeltaCotTheta_     = iConfig.getParameter<double>("eVetoDeltaCotTheta");
     eVetoMinElectronPt_     = iConfig.getParameter<double>("eVetoMinElectronPt");
     correctShowerTracks_    = iConfig.getParameter<bool>  ("correctShowerTracks");
     checkTrackPropagation_  = iConfig.getParameter<bool>  ("checkTrackPropagation");
     usePvtxd0_              = iConfig.getParameter<bool>  ("usePvtxd0");
     nMinOuterHits_          = iConfig.getParameter<int>   ("nMinOuterHits");
     usedeltaRRejection_     = iConfig.getParameter<bool>  ("usedeltaRRejection");
     deltaRShower_           = iConfig.getParameter<double>("deltaRShower");
     radius_                 = iConfig.getParameter<double>("radius");
     zdist_                  = iConfig.getParameter<double>("zdist");
     corner_                 = iConfig.getParameter<double>("corner");
     d0cuta_                 = iConfig.getParameter<double>("d0cuta");
     d0cutb_                 = iConfig.getParameter<double>("d0cutb");
     maxd0cut_               = iConfig.getParameter<double>("maxd0cut");
     maxchi2_tight_          = iConfig.getParameter<double>("chi2_tight_max" );
     minhits_tight_          = iConfig.getParameter<double>("nhits_tight_min");
     maxPtErr_tight_         = iConfig.getParameter<double>("ptErr_tight_max");
     maxTrackAlgo_           = iConfig.getParameter<int>   ("maxTrackAlgo");     

     isCosmics_ = iConfig.getParameter<bool>  ("isCosmics");
     rfType_    = iConfig.getParameter<int>   ("rf_type"  );
     minpt_     = iConfig.getParameter<double>("pt_min"   );
     maxpt_     = iConfig.getParameter<double>("pt_max"   );
     maxeta_    = iConfig.getParameter<double>("eta_max"  );
     maxchi2_   = iConfig.getParameter<double>("chi2_max" );
     minhits_   = iConfig.getParameter<double>("nhits_min");
     maxPtErr_  = iConfig.getParameter<double>("ptErr_max");
     hOverECut_ = iConfig.getParameter<double>("hOverECut");

     trkQuality_ = iConfig.getParameter<std::vector<int> >("track_quality");
     trkAlgos_   = iConfig.getParameter<std::vector<int> >("track_algos"  );

     // remember response function
     TCMETAlgo::response_function = response_function;
     TCMETAlgo::showerRF          = showerRF;

     // get input collection tags
     muonInputTag_     = iConfig.getParameter<edm::InputTag>("muonInputTag"    );
     metInputTag_      = iConfig.getParameter<edm::InputTag>("metInputTag"     );
     trackInputTag_    = iConfig.getParameter<edm::InputTag>("trackInputTag"   );
     beamSpotInputTag_ = iConfig.getParameter<edm::InputTag>("beamSpotInputTag");
     vertexInputTag_   = iConfig.getParameter<edm::InputTag>("vertexInputTag");

     if( !isCosmics_ )
          electronInputTag_ = iConfig.getParameter<edm::InputTag>("electronInputTag");

     // get input value map tags
     muonDepValueMap_  = iConfig.getParameter<edm::InputTag>("muonDepValueMap" );
     tcmetDepValueMap_ = iConfig.getParameter<edm::InputTag>("tcmetDepValueMap");

     // get input collections
     event.getByLabel( muonInputTag_    , MuonHandle    );
     event.getByLabel( electronInputTag_, ElectronHandle);
     event.getByLabel( metInputTag_     , metHandle     );
     event.getByLabel( trackInputTag_   , TrackHandle   );
     event.getByLabel( beamSpotInputTag_, beamSpotHandle);

     //get vertex collection
     hasValidVertex = false;
     if( usePvtxd0_ ){
       event.getByLabel( vertexInputTag_  , VertexHandle  );
       if( VertexHandle.isValid() ) {
         vertexColl = VertexHandle.product();
         hasValidVertex = isValidVertex();
       } 
     }
     
     if( vetoDuplicates_ ){
       duplicateTracks_.clear();
       findDuplicateTracks();
     }
     
     //get PFCluster collections
     edm::Handle< reco::PFClusterCollection > clustersECAL;
     edm::Handle< reco::PFClusterCollection > clustersHCAL;
     edm::Handle< reco::PFClusterCollection > clustersHFEM;
     edm::Handle< reco::PFClusterCollection > clustersHFHAD;
     
     float pfcmet_x = 0.;
     float pfcmet_y = 0.;
     float pfcsumet = 0.;

     if( usePFClusters_ ){
       bool found = event.getByLabel(inputTagPFClustersECAL_, clustersECAL);      
       
       if(!found )
         edm::LogError("RecoMET")<<" cannot get ECAL clusters: "
                                         <<inputTagPFClustersECAL_<<std::endl;
       
       found = event.getByLabel(inputTagPFClustersHCAL_, clustersHCAL);
       
       if(!found )
         edm::LogError("RecoMET")<<" cannot get HCAL clusters: "
                                         <<inputTagPFClustersHCAL_<<std::endl;
       
       found = event.getByLabel(inputTagPFClustersHFEM_, clustersHFEM);      
       
       if(!found )
         edm::LogError("RecoMET")<<" cannot get HFEM clusters: "
                                         <<inputTagPFClustersHFEM_<<std::endl;
       
       found = event.getByLabel(inputTagPFClustersHFHAD_, clustersHFHAD);      
       
       if(!found )
         edm::LogError("RecoMET")<<" cannot get HFHAD clusters: "
                                         <<inputTagPFClustersHFHAD_<<std::endl;
     
       for (reco::PFClusterCollection::const_iterator it = clustersECAL->begin(); it != clustersECAL->end(); it++){
         
         const math::XYZPoint&  cluster_pos = it->position();
         double et = it->energy() / cosh( cluster_pos.eta() ); 
         
         pfcmet_x  -= et * cos(cluster_pos.phi());
         pfcmet_y  -= et * sin(cluster_pos.phi());
         pfcsumet  += et;
       }
       
       for (reco::PFClusterCollection::const_iterator it = clustersHCAL->begin(); it != clustersHCAL->end(); it++){
         if ( it->layer() == PFLayer::HCAL_BARREL2) continue; //skip HO

         const math::XYZPoint&  cluster_pos = it->position();
         double et = it->energy() / cosh( cluster_pos.eta() ); 
         
         pfcmet_x  -= et * cos(cluster_pos.phi());
         pfcmet_y  -= et * sin(cluster_pos.phi());
         pfcsumet  += et;
       }

       for (reco::PFClusterCollection::const_iterator it = clustersHFHAD->begin(); it != clustersHFHAD->end(); it++){

         const math::XYZPoint&  cluster_pos = it->position();
         double et = it->energy() / cosh( cluster_pos.eta() ); 
       
         pfcmet_x  -= et * cos(cluster_pos.phi());
         pfcmet_y  -= et * sin(cluster_pos.phi());
         pfcsumet  += et;
       }

       for (reco::PFClusterCollection::const_iterator it = clustersHFEM->begin(); it != clustersHFEM->end(); it++){

         const math::XYZPoint&  cluster_pos = it->position();
         double et = it->energy() / cosh( cluster_pos.eta() ); 
       
         pfcmet_x  -= et * cos(cluster_pos.phi());
         pfcmet_y  -= et * sin(cluster_pos.phi());
         pfcsumet  += et;
       }
     }

     // get input value maps
     event.getByLabel( muonDepValueMap_ , muon_data_h );
     event.getByLabel( tcmetDepValueMap_, tcmet_data_h );
/*
     const reco::CaloMETCollection *calometcol = metHandle.product();
     const reco::CaloMET calomet = calometcol->front();
*/
     muon_data  = *muon_data_h;
     tcmet_data = *tcmet_data_h;

     unsigned int nMuons  = MuonHandle->size();
     unsigned int nTracks = TrackHandle->size();

     edm::ESHandle<MagneticField> theMagField;
     bool haveBfield = true;
     if( !theMagField.isValid() ) haveBfield = false;
     setup.get<IdealMagneticFieldRecord>().get(theMagField);
     bField = theMagField.product();

    if( usePFClusters_ ){
       //initialize MET, sumEt to PFCluster values
       met_x = pfcmet_x;
       met_y = pfcmet_y;
       sumEt = pfcsumet;
     }
     else{
       //initialize MET, sumEt to caloMET values
       met_x = (metHandle->front()).px();
       met_y = (metHandle->front()).py();
       sumEt = (metHandle->front()).sumEt();
     }

     //calculate tcMET - correct for muons
     for( unsigned int mu_idx = 0; mu_idx < nMuons; mu_idx++ ) {
          const reco::Muon* mu = &(*MuonHandle)[mu_idx];
          reco::TrackRef track;
          reco::MuonRef muref( MuonHandle, mu_idx);
          reco::MuonMETCorrectionData muCorrData = (tcmet_data)[muref];
          int flag = muCorrData.type();

          if( flag == 1 ) {
               if( !mu->isGlobalMuon() ) {
                    edm::LogError("TCMETAlgo") << "This is not a global muon, but is flagged as one by the TCMET ValueMap.  "
                                               << "Not correcting for this muon.  Check your collection!!!"
                                               << std::endl;
                    continue;
               }

               track = mu->globalTrack();
               correctMETforMuon( track, mu_idx );
               correctSumEtForMuon( track, mu_idx );
          }
          else if( flag == 2 ) {
               if( !mu->isTrackerMuon() ) {
                    edm::LogError("TCMETAlgo") << "This is not a tracker muon, but is flagged as one by the TCMET ValueMap.  "
                                               << "Not correcting for this muon.  Check your collection!!!"
                                               << std::endl;
                    continue;
               }

               track = mu->innerTrack();
               correctMETforMuon( track, mu_idx );
               correctSumEtForMuon( track, mu_idx );
          }
          else if( flag == 3 ) {
               edm::LogVerbatim("TCMETAlgo") << "Are you sure you want to correct using the StandAlone fit??" << std::endl;
               if( !mu->isStandAloneMuon() ) {
                    edm::LogError("TCMETAlgo") << "This is not a standalone muon, but is flagged as one by the TCMET ValueMap.  "
                                               << "Not correcting for this muon.  Check your collection!!!"
                                               << std::endl;
                    continue;
               }

               track = mu->outerTrack();
               correctMETforMuon( track, mu_idx );
               correctSumEtForMuon( track, mu_idx );      
          }
          else if( flag == 4 ){
               if( mu->isGlobalMuon() ) track = mu->innerTrack();
               else if( mu->isTrackerMuon() ) track = mu->innerTrack();
               else if( mu->isCaloMuon() ) track = mu->innerTrack();
               else {
                    edm::LogError("TCMETAlgo") << "You are attempting to correct a muon that does not have an associated track as a pion!"
                                               << "Check your value map!"
                                               << std::endl;
                    continue;
               }
               
               const TVector3 outerTrackPosition = propagateTrack( track );
               correctMETforTrack( track , response_function , outerTrackPosition);
               correctSumEtForTrack( track , response_function , outerTrackPosition);
          }
          else if( flag == 5 ) {
               if( !mu->isGlobalMuon() && !mu->isTrackerMuon() && mu->isStandAloneMuon() )
                    edm::LogVerbatim("TCMETAlgo") << "Are you sure you want to correct using the StandAlone fit??" << std::endl;

               correctMETforMuon( mu_idx );
               correctSumEtForMuon( mu_idx );
          }
          else if( flag == 0 ) continue;
          else
               edm::LogError("TCMETAlgo") << "Invalid muon flag from TCMET ValueMap.  Check your value map." << std::endl;
    
     }
     
     //find tracks which satisfy track quality cuts and nExpectedOuterHits cut
     std::vector<int> goodShowerTracks;
     if(usedeltaRRejection_){
       findGoodShowerTracks(goodShowerTracks);
     }
  
     // calculate tcMET - correct for pions
     for( unsigned int trk_idx = 0; trk_idx < nTracks; trk_idx++ ) {

          if( isMuon( trk_idx ) ) continue;

          if( !isCosmics_ )
               if( isElectron( trk_idx ) ) continue;

          reco::TrackRef trkref( TrackHandle, trk_idx);

          if( !isGoodTrack( trkref , trk_idx ) ) continue;

          if( electronVetoCone_ && closeToElectron( trkref ) )
            continue;

          const TVector3 outerTrackPosition = propagateTrack( trkref );  //propagate track from vertex to calorimeter face

          if(correctShowerTracks_){

            if(usedeltaRRejection_){
              if(nearGoodShowerTrack( trkref , goodShowerTracks)) continue;
            }

            //apply separate RF for showering tracks
            if(nExpectedOuterHits( trkref ) >= nMinOuterHits_){
              correctMETforTrack( trkref , showerRF , outerTrackPosition);
              correctSumEtForTrack( trkref , showerRF , outerTrackPosition);
            }
            
            else{
              correctMETforTrack( trkref , response_function , outerTrackPosition);
              correctSumEtForTrack( trkref , response_function , outerTrackPosition);
            }

          }else{
            correctMETforTrack( trkref , response_function , outerTrackPosition);
            correctSumEtForTrack( trkref , response_function , outerTrackPosition);
          }
     }

     //fill tcMET object
     CommonMETData TCMETData;
     TCMETData.mex   = met_x;
     TCMETData.mey   = met_y;
     TCMETData.mez   = 0.0;
     TCMETData.met   = TMath::Sqrt( met_x * met_x + met_y * met_y );
     TCMETData.sumet = sumEt;
     TCMETData.phi   = atan2( met_y, met_x ); 

     math::XYZTLorentzVector p4( TCMETData.mex , TCMETData.mey , 0, TCMETData.met);
     math::XYZPointD vtx(0,0,0);
     reco::MET tcmet(TCMETData.sumet, p4, vtx);
     return tcmet;
}

//--------------------------------------------------------------------

void TCMETAlgo::findDuplicateTracks(){

  unsigned int nTracks = TrackHandle->size();

  for( unsigned int trk_idx = 0; trk_idx < nTracks; trk_idx++ ) {
    
    if( isMuon( trk_idx ) )                    continue;
    if( !isCosmics_ && isElectron( trk_idx ) ) continue;

    reco::TrackRef trkref( TrackHandle, trk_idx );
    if( trkref->pt() < dupMinPt_ ) continue;

    for( unsigned int trk_idx2 = trk_idx + 1 ; trk_idx2 < nTracks; trk_idx2++ ) {
    
      if( isMuon( trk_idx2 ) )                    continue;
      if( !isCosmics_ && isElectron( trk_idx2 ) ) continue;
      
      reco::TrackRef trkref2( TrackHandle, trk_idx2 );
      if( trkref->charge() * trkref2->charge() < 0 ) continue;
      if( trkref2->pt() < dupMinPt_ )                continue;

      float dphi = fabs( trkref->phi() - trkref2->phi() );
      if( dphi > TMath::Pi() ) dphi = TMath::TwoPi() - dphi;

      float dcotth = fabs( 1./tan( trkref->theta() ) - 1./tan( trkref2->theta() ) );

      if( dphi   > dupDPhi_    ) continue;
      if( dcotth > dupDCotTh_  ) continue;

      int iVeto = vetoTrack( trk_idx , trk_idx2 );
      duplicateTracks_.push_back( iVeto );

    }
  }
}

//--------------------------------------------------------------------

int TCMETAlgo::vetoTrack( int i1 , int i2 ){

  //given 2 tracks, decide which one to veto
  reco::TrackRef t1( TrackHandle, i1 );
  reco::TrackRef t2( TrackHandle, i2 );

  if     ( t1->numberOfValidHits() < t2->numberOfValidHits() )   return i1;
  else if( t1->numberOfValidHits() > t2->numberOfValidHits() )   return i2;
  else if( t1->chi2() / t1->ndof() > t2->chi2() / t2->ndof() )   return i1;
  else if( t1->chi2() / t1->ndof() < t2->chi2() / t2->ndof() )   return i2;
  else if( t1->ptError() > t2->ptError() )                       return i1;
  else if( t1->ptError() < t2->ptError() )                       return i2;
  else                                                           return i1; 

}

//--------------------------------------------------------------------

bool TCMETAlgo::isValidVertex(){

  if( vertexColl->begin()->isFake()                ) return false;
  if( vertexColl->begin()->ndof() < vertexNdof_    ) return false;
  if( fabs( vertexColl->begin()->z() ) > vertexZ_  ) return false;
  if( sqrt( pow( vertexColl->begin()->x() , 2 ) + pow( vertexColl->begin()->y() , 2 ) ) > vertexRho_ ) return false;

  return true;

}

//--------------------------------------------------------------------

bool TCMETAlgo::closeToElectron( const reco::TrackRef track ){
 
  float trk_eta   = track->eta();
  float trk_phi   = track->phi();
  LorentzVector tk_p4(track->px(), track->py(),track->pz(), track->p());

  for(reco::GsfElectronCollection::const_iterator electron_it = ElectronHandle->begin(); 
      electron_it != ElectronHandle->end(); ++electron_it) {
    
    if( electron_it->hadronicOverEm() > hOverECut_ ) continue; 

    reco::TrackRef el_track = electron_it->closestCtfTrackRef();      

    if(!el_track.isNonnull()) continue;
 
    if( el_track->pt() < eVetoMinElectronPt_ ) continue;

    LorentzVector el_p4(el_track->px(), el_track->py(), el_track->pz(), el_track->p());

    float deltaPhi   = fabs( el_track->phi() - trk_phi );
    if( deltaPhi > TMath::Pi() ) deltaPhi = TMath::TwoPi() - deltaPhi;  
    float deltaEta   = el_track->eta() - trk_eta;
    float deltaR     = sqrt(deltaPhi * deltaPhi + deltaEta * deltaEta);
    float deltaCotTh = 1. / tan( el_p4.theta() ) - 1. / tan( tk_p4.theta() );
            
    if( deltaPhi < eVetoDeltaPhi_ && deltaCotTh < eVetoDeltaCotTheta_ && deltaR < eVetoDeltaR_) return true;
    
  }

  return false;
}

//--------------------------------------------------------------------

bool TCMETAlgo::nearGoodShowerTrack( const reco::TrackRef track , std::vector<int> goodShowerTracks ){
  
  //checks if 'track' is within dR < deltaRShower_ of any good shower tracks
  float eta1 = track->eta();
  float phi1 = track->phi();
  
  for(unsigned int itrk = 0 ; itrk < goodShowerTracks.size() ; itrk++){

    reco::TrackRef trkref( TrackHandle, itrk);
    float eta2 = trkref->eta();
    float phi2 = trkref->phi();

    float dR = sqrt(pow(eta1-eta2,2) + pow(phi1-phi2,2));
    if(dR < deltaRShower_) return true;

  }

  return false;
}

//--------------------------------------------------------------------

void TCMETAlgo::findGoodShowerTracks(std::vector<int>& goodShowerTracks){

  //stores the indices of tracks which pass quality selection and
  //nMinOuterHits cut in goodShowerTracks vector
  for( unsigned int trk_idx = 0; trk_idx < TrackHandle->size() ; trk_idx++ ) {
    
    if( isMuon( trk_idx ) )    
      continue;
    
    if( !isCosmics_ ){
      if( isElectron( trk_idx ) ) 
        continue;
    }
    
    reco::TrackRef trkref( TrackHandle, trk_idx);
    
    if( !isGoodTrack( trkref , trk_idx ) ) 
      continue;
    
    if(nExpectedOuterHits( trkref ) < nMinOuterHits_)
      continue;
    
    goodShowerTracks.push_back(trk_idx);

  }
}

//--------------------------------------------------------------------

int TCMETAlgo::nExpectedInnerHits(const reco::TrackRef track){
  const reco::HitPattern& p_inner = track->trackerExpectedHitsInner();
  return p_inner.numberOfHits();
}

//--------------------------------------------------------------------

int TCMETAlgo::nExpectedOuterHits(const reco::TrackRef track){
  const reco::HitPattern& p_outer = track->trackerExpectedHitsOuter();
  return p_outer.numberOfHits();
}

//--------------------------------------------------------------------

int TCMETAlgo::nLayers(const reco::TrackRef track){
  const reco::HitPattern& p = track->hitPattern();
  return p.trackerLayersWithMeasurement();
}

//--------------------------------------------------------------------

//determines if track is matched to a muon
bool TCMETAlgo::isMuon( unsigned int trk_idx ) {

     for(reco::MuonCollection::const_iterator muon_it = MuonHandle->begin(); muon_it != MuonHandle->end(); ++muon_it) {

          reco::TrackRef mu_track = muon_it->innerTrack();

          unsigned int mu_idx = mu_track.isNonnull() ? mu_track.key() : 99999;
    
          if( mu_idx == trk_idx ) return true;
     }

     return false;
}

//--------------------------------------------------------------------

//determines if track is matched to an "electron-like" object
bool TCMETAlgo::isElectron( unsigned int trk_idx ) {

     for(reco::GsfElectronCollection::const_iterator electron_it = ElectronHandle->begin(); electron_it != ElectronHandle->end(); ++electron_it) {

          reco::TrackRef el_track = electron_it->closestCtfTrackRef();

          unsigned int ele_idx = el_track.isNonnull() ? el_track.key() : 99999;

          if( ele_idx == trk_idx ) {
               if( electron_it->hadronicOverEm() < hOverECut_ ) 
                    return true;
          }
     }

     return false;
}

//--------------------------------------------------------------------

//determines if track is "good" - i.e. passes quality and kinematic cuts
bool TCMETAlgo::isGoodTrack( const reco::TrackRef track , int trk_idx) {
  
     double d0 = 9999.;

     if( hasValidVertex ){
        //get d0 corrected for primary vertex
       
       const Point pvtx = Point(vertexColl->begin()->x(),
                                vertexColl->begin()->y(), 
                                vertexColl->begin()->z());
       
       double dz = track->dz( pvtx );
       
       if( fabs( dz ) < vertexMaxDZ_ ){
         
         //get d0 corrected for pvtx
         d0 = -1 * track->dxy( pvtx );
      
       }
       else{

         // get d0 corrected for beam spot
         bool haveBeamSpot = true;
         if( !beamSpotHandle.isValid() ) haveBeamSpot = false;
         
         Point bspot = haveBeamSpot ? beamSpotHandle->position() : Point(0,0,0);
         d0 = -1 * track->dxy( bspot );
       }
       
     }else{
       
       // get d0 corrected for beam spot
       bool haveBeamSpot = true;
       if( !beamSpotHandle.isValid() ) haveBeamSpot = false;
       
       Point bspot = haveBeamSpot ? beamSpotHandle->position() : Point(0,0,0);
       d0 = -1 * track->dxy( bspot );
     }
     
     if( track->algo() < maxTrackAlgo_ ){
       //1st 4 tracking iterations (pT-dependent d0 cut + nlayers cut)
       
       float d0cut = sqrt(pow(d0cuta_,2) + pow(d0cutb_/track->pt(),2)); 
       if(d0cut > maxd0cut_) d0cut = maxd0cut_;
       
       if( fabs( d0 ) > d0cut )          return false;
       if( nLayers( track ) < nLayers_ ) return false;
    
     }
     else{
       //last 2 tracking iterations (tighten chi2, nhits, pt error, nlayers cuts)
     
       if( track->normalizedChi2() > maxchi2_tight_ )             return false;
       if( track->numberOfValidHits() < minhits_tight_ )          return false;
       if( (track->ptError() / track->pt()) > maxPtErr_tight_ )   return false;
       if( nLayers( track ) < nLayersTight_ )                     return false;

     }

     if( track->numberOfValidHits() < minhits_ )                       return false;
     if( track->normalizedChi2() > maxchi2_ )                          return false;
     if( fabs( track->eta() ) > maxeta_ )                              return false;
     if( track->pt() > maxpt_ )                                        return false;
     if( (track->ptError() / track->pt()) > maxPtErr_ )                return false;
     if( fabs( track->eta() ) > 2.5 && track->pt() > maxpt_eta25_ )    return false;
     if( fabs( track->eta() ) > 2.0 && track->pt() > maxpt_eta20_ )    return false;

     int cut = 0;
     for( unsigned int i = 0; i < trkQuality_.size(); i++ ) {
       
          cut |= (1 << trkQuality_.at(i));
     }

     if( !( ( track->qualityMask() & cut ) == cut ) ) return false;

     bool isGoodAlgo = false;
     if( trkAlgos_.size() == 0 ) isGoodAlgo = true;
     for( unsigned int i = 0; i < trkAlgos_.size(); i++ ) {
       
          if( track->algo() == trkAlgos_.at(i) ) isGoodAlgo = true;
     }

     if( !isGoodAlgo ) return false;
         
     if( vetoDuplicates_ ) {
       for( unsigned int iDup = 0 ; iDup < duplicateTracks_.size() ; iDup++ ){
         if( trk_idx == duplicateTracks_.at( iDup ) ) return false;
       } 
     }   

     return true;
}

//--------------------------------------------------------------------

//correct MET for muon

void TCMETAlgo::correctMETforMuon( const reco::TrackRef track, const unsigned int index ) {
     reco::MuonRef muref( MuonHandle, index);
     reco::MuonMETCorrectionData muCorrData = (muon_data)[muref];

     double delx = muCorrData.corrX();
     double dely = muCorrData.corrY();

     met_x -= ( track->px() - delx );
     met_y -= ( track->py() - dely );
}

//--------------------------------------------------------------------

void TCMETAlgo::correctMETforMuon( const unsigned int index ) {
     reco::MuonRef muref( MuonHandle, index);
     reco::MuonMETCorrectionData muCorrData = (muon_data)[muref];

     double delx = muCorrData.corrX();
     double dely = muCorrData.corrY();

     const reco::Muon* muon = &(*MuonHandle)[index];

     met_x -= ( muon->px() - delx );
     met_y -= ( muon->py() - dely );
}

//--------------------------------------------------------------------

//correct sumEt for muon

void TCMETAlgo::correctSumEtForMuon( const reco::TrackRef track, const unsigned int index ) {
     reco::MuonRef muref( MuonHandle, index);
     reco::MuonMETCorrectionData muCorrData = (muon_data)[muref];

     double delx = muCorrData.corrX();
     double dely = muCorrData.corrY();

     sumEt += ( track->pt() - TMath::Sqrt( delx * delx + dely * dely ) );
}

//--------------------------------------------------------------------

void TCMETAlgo::correctSumEtForMuon( const unsigned int index ) {
     reco::MuonRef muref( MuonHandle, index);
     reco::MuonMETCorrectionData muCorrData = (muon_data)[muref];

     double delx = muCorrData.corrX();
     double dely = muCorrData.corrY();

     const reco::Muon* muon = &(*MuonHandle)[index];

     sumEt += ( muon->pt() - TMath::Sqrt( delx * delx + dely * dely ) );
}

//--------------------------------------------------------------------

//correct MET for track

void TCMETAlgo::correctMETforTrack( const reco::TrackRef track , TH2D* rf , const TVector3 outerTrackPosition) {

     if( track->pt() < minpt_ ) {

          met_x -= track->pt() * cos( track->phi() );
          met_y -= track->pt() * sin( track->phi() );
     }

     else {
       //const TVector3 outerTrackPosition = propagateTrack( track );  //propagate track from vertex to calorimeter face
          
       if(checkTrackPropagation_ && outerTrackPosition.Theta() < -9.99 ){
         //fail track propagation check
       }
       else{
         
          int bin_index = rf->FindBin( track->eta(), track->pt() );  
          double fracTrackEnergy = rf->GetBinContent( bin_index );  //get correction factor from response function
         
          met_x += ( fracTrackEnergy * track->p() * sin( outerTrackPosition.Theta() ) * cos( outerTrackPosition.Phi() ) //remove expected amount of energy track deposited in calorimeter
                     - track->pt() * cos( track->phi() ) );  //add track at vertex

          met_y += ( fracTrackEnergy * track->p() * sin( outerTrackPosition.Theta() ) * sin( outerTrackPosition.Phi() ) //remove expected amount of energy track deposited in calorimeter
                     - track->pt() * sin( track->phi() ) );  //add track at vertex
       } 
     } 
     
}

//--------------------------------------------------------------------

//correct sumEt for track

void TCMETAlgo::correctSumEtForTrack( const reco::TrackRef track  , TH2D* rf , const TVector3 outerTrackPosition) {

     if( track->pt() < minpt_ ) {
          sumEt += track->pt();
     }

     else {

          if(checkTrackPropagation_ && outerTrackPosition.Theta() < -9.99 ){
            //fail track propagation check
          }
          else{
            int bin_index = rf->FindBin( track->eta(), track->pt() );
            double fracTrackEnergy = rf->GetBinContent( bin_index );  //get correction factor from response function
            
            sumEt += ( 1 - fracTrackEnergy ) * track->pt();
          }
     }
}

//--------------------------------------------------------------------

//propagate track from vertex to calorimeter face

TVector3 TCMETAlgo::propagateTrack( const reco::TrackRef track ) {

     TVector3 outerTrkPosition;

     outerTrkPosition.SetPtEtaPhi( 999., -10., 2 * TMath::Pi() );

     GlobalPoint  tpVertex ( track->vx(), track->vy(), track->vz() );
     GlobalVector tpMomentum ( track->px(), track->py(), track->pz() );
     int tpCharge ( track->charge() );

     FreeTrajectoryState fts ( tpVertex, tpMomentum, tpCharge, bField);

     const float zdist = zdist_; //314.;

     const float radius = radius_; //130.;

     const float corner = corner_; //1.479;

     Plane::PlanePointer lendcap = Plane::build( Plane::PositionType (0, 0, -zdist), Plane::RotationType () );
     Plane::PlanePointer rendcap = Plane::build( Plane::PositionType (0, 0, zdist), Plane::RotationType () );

     Cylinder::CylinderPointer barrel = Cylinder::build( Cylinder::PositionType (0, 0, 0), Cylinder::RotationType (), radius);

     AnalyticalPropagator myAP (bField, alongMomentum, 2*M_PI);

     TrajectoryStateOnSurface tsos;

     if( track->eta() < -corner ) {
          tsos = myAP.propagate( fts, *lendcap);
     }
     else if( fabs(track->eta()) < corner ) {
          tsos = myAP.propagate( fts, *barrel);
     }
     else if( track->eta() > corner ) {
          tsos = myAP.propagate( fts, *rendcap);
     }

     if( tsos.isValid() )
          outerTrkPosition.SetXYZ( tsos.globalPosition().x(), tsos.globalPosition().y(), tsos.globalPosition().z() );

     else 
          outerTrkPosition.SetPtEtaPhi( 999., -10., 2 * TMath::Pi() );

     return outerTrkPosition;
}

// ------------ single pion response function from shower track-----

TH2D* TCMETAlgo::getResponseFunction_shower() {


  Double_t xAxis1[53] = {-2.5, -2.322, -2.172, -2.043, -1.93, -1.83, 
                         -1.74, -1.653, -1.566, -1.479, -1.392, -1.305, 
                         -1.218, -1.131, -1.044, -0.957, -0.879, -0.783, 
                         -0.696, -0.609, -0.522, -0.435, -0.348, -0.261, 
                         -0.174, -0.087, 0, 0.087, 0.174, 0.261, 0.348, 
                         0.435, 0.522, 0.609, 0.696, 0.783, 0.879, 0.957,
                         1.044, 1.131, 1.218, 1.305, 1.392, 1.479, 1.566,
                         1.653, 1.74, 1.83, 1.93, 2.043, 2.172, 2.322, 2.5}; 

  Double_t yAxis1[29] = {0, 0.5, 1, 1.5, 2, 3, 4, 5, 6, 7, 8, 9, 10, 12, 14, 16, 
                         18, 20, 25, 30, 35, 40, 45, 50, 60, 70, 80, 90, 100}; 
   
  TH2D *hrf = new TH2D("hrf","shower RF (fit)",52, xAxis1,28, yAxis1);
  hrf->SetBinContent(163,0.4499661);
  hrf->SetBinContent(164,0.5115394);
  hrf->SetBinContent(165,0.5748767);
  hrf->SetBinContent(166,0.6531988);
  hrf->SetBinContent(167,0.6228076);
  hrf->SetBinContent(168,0.54419);
  hrf->SetBinContent(169,0.5556401);
  hrf->SetBinContent(170,0.5216789);
  hrf->SetBinContent(171,0.3942387);
  hrf->SetBinContent(172,0.3166006);
  hrf->SetBinContent(173,0.2794519);
  hrf->SetBinContent(174,0.2712919);
  hrf->SetBinContent(175,0.2809297);
  hrf->SetBinContent(176,3.501783e-12);
  hrf->SetBinContent(177,1.395287e-14);
  hrf->SetBinContent(178,1.002659e-14);
  hrf->SetBinContent(179,1.996966e-13);
  hrf->SetBinContent(180,1.185354e-12);
  hrf->SetBinContent(181,0.1562845);
  hrf->SetBinContent(182,0.3277632);
  hrf->SetBinContent(183,9.387774e-12);
  hrf->SetBinContent(184,1.936981e-15);
  hrf->SetBinContent(185,1.395151e-15);
  hrf->SetBinContent(186,6.578116e-13);
  hrf->SetBinContent(187,3.868433e-16);
  hrf->SetBinContent(188,4.808265e-13);
  hrf->SetBinContent(189,1.502861e-11);
  hrf->SetBinContent(190,9.644046e-12);
  hrf->SetBinContent(191,1.371502e-10);
  hrf->SetBinContent(192,1.107704e-13);
  hrf->SetBinContent(193,4.781223e-15);
  hrf->SetBinContent(194,2.42137e-12);
  hrf->SetBinContent(195,7.183598e-15);
  hrf->SetBinContent(196,7.702724e-11);
  hrf->SetBinContent(197,7.081141e-15);
  hrf->SetBinContent(198,4.414546e-15);
  hrf->SetBinContent(199,6.467266e-14);
  hrf->SetBinContent(200,4.396606e-13);
  hrf->SetBinContent(201,1.255334e-13);
  hrf->SetBinContent(202,0.2490428);
  hrf->SetBinContent(203,0.1774015);
  hrf->SetBinContent(204,0.03958736);
  hrf->SetBinContent(205,0.173943);
  hrf->SetBinContent(206,2.754122e-09);
  hrf->SetBinContent(207,0.3376317);
  hrf->SetBinContent(208,0.379734);
  hrf->SetBinContent(209,0.4411897);
  hrf->SetBinContent(210,0.4646802);
  hrf->SetBinContent(211,0.4630073);
  hrf->SetBinContent(212,0.4258874);
  hrf->SetBinContent(213,0.4351387);
  hrf->SetBinContent(214,0.3997094);
  hrf->SetBinContent(217,0.4259718);
  hrf->SetBinContent(218,0.4852031);
  hrf->SetBinContent(219,0.5131704);
  hrf->SetBinContent(220,0.5269414);
  hrf->SetBinContent(221,0.5275139);
  hrf->SetBinContent(222,0.4957667);
  hrf->SetBinContent(223,0.4246427);
  hrf->SetBinContent(224,0.3784586);
  hrf->SetBinContent(225,0.3247786);
  hrf->SetBinContent(226,0.2571901);
  hrf->SetBinContent(227,0.1693018);
  hrf->SetBinContent(228,2.160257e-12);
  hrf->SetBinContent(229,8.770899e-13);
  hrf->SetBinContent(230,5.012884e-13);
  hrf->SetBinContent(231,2.994393e-14);
  hrf->SetBinContent(232,3.153311e-11);
  hrf->SetBinContent(233,0.2774436);
  hrf->SetBinContent(234,0.2977051);
  hrf->SetBinContent(235,4.19017e-15);
  hrf->SetBinContent(236,7.045583e-13);
  hrf->SetBinContent(237,7.671467e-13);
  hrf->SetBinContent(238,6.307742e-14);
  hrf->SetBinContent(239,1.032541e-13);
  hrf->SetBinContent(240,6.584719e-11);
  hrf->SetBinContent(241,1.218903e-12);
  hrf->SetBinContent(242,1.369637e-11);
  hrf->SetBinContent(243,8.558079e-14);
  hrf->SetBinContent(244,4.513987e-13);
  hrf->SetBinContent(245,2.556831e-10);
  hrf->SetBinContent(246,1.420917e-11);
  hrf->SetBinContent(247,6.229907e-14);
  hrf->SetBinContent(248,1.40826e-12);
  hrf->SetBinContent(249,1.143873e-12);
  hrf->SetBinContent(250,6.677059e-16);
  hrf->SetBinContent(251,3.113288e-12);
  hrf->SetBinContent(252,0.2333517);
  hrf->SetBinContent(253,0.1787967);
  hrf->SetBinContent(254,5.41192e-13);
  hrf->SetBinContent(255,6.694948e-17);
  hrf->SetBinContent(256,2.782238e-13);
  hrf->SetBinContent(257,3.274193e-14);
  hrf->SetBinContent(258,5.731716e-14);
  hrf->SetBinContent(259,1.739033e-13);
  hrf->SetBinContent(260,0.1770892);
  hrf->SetBinContent(261,0.1898742);
  hrf->SetBinContent(262,0.3387461);
  hrf->SetBinContent(263,0.3859385);
  hrf->SetBinContent(264,0.439089);
  hrf->SetBinContent(265,0.4233858);
  hrf->SetBinContent(266,0.4308124);
  hrf->SetBinContent(267,0.4063357);
  hrf->SetBinContent(268,0.407559);
  hrf->SetBinContent(271,0.4507765);
  hrf->SetBinContent(272,0.4278911);
  hrf->SetBinContent(273,0.447516);
  hrf->SetBinContent(274,0.4947385);
  hrf->SetBinContent(275,0.4755806);
  hrf->SetBinContent(276,0.3945268);
  hrf->SetBinContent(277,0.4245627);
  hrf->SetBinContent(278,0.3956718);
  hrf->SetBinContent(279,0.2930262);
  hrf->SetBinContent(280,0.282435);
  hrf->SetBinContent(281,0.1969091);
  hrf->SetBinContent(282,2.725097e-10);
  hrf->SetBinContent(283,1.408023e-12);
  hrf->SetBinContent(284,1.613806e-12);
  hrf->SetBinContent(285,0.06278097);
  hrf->SetBinContent(286,2.576515e-13);
  hrf->SetBinContent(287,2.583938e-11);
  hrf->SetBinContent(288,0.02207314);
  hrf->SetBinContent(289,4.17668e-11);
  hrf->SetBinContent(290,1.201223e-13);
  hrf->SetBinContent(291,0.202147);
  hrf->SetBinContent(292,0.213694);
  hrf->SetBinContent(293,0.3833649);
  hrf->SetBinContent(294,0.3896363);
  hrf->SetBinContent(295,0.4015322);
  hrf->SetBinContent(296,0.06830335);
  hrf->SetBinContent(297,0.3644076);
  hrf->SetBinContent(298,0.3335945);
  hrf->SetBinContent(299,0.1969689);
  hrf->SetBinContent(300,0.2202647);
  hrf->SetBinContent(301,0.2408156);
  hrf->SetBinContent(302,0.08467747);
  hrf->SetBinContent(303,0.1732237);
  hrf->SetBinContent(304,2.88671e-12);
  hrf->SetBinContent(305,1.474949e-15);
  hrf->SetBinContent(306,3.611305e-13);
  hrf->SetBinContent(307,7.968386e-12);
  hrf->SetBinContent(308,0.07609402);
  hrf->SetBinContent(309,2.35158e-15);
  hrf->SetBinContent(310,3.144875e-14);
  hrf->SetBinContent(311,7.413513e-11);
  hrf->SetBinContent(312,3.648529e-10);
  hrf->SetBinContent(313,0.161564);
  hrf->SetBinContent(314,0.1703132);
  hrf->SetBinContent(315,0.2463829);
  hrf->SetBinContent(316,0.2828567);
  hrf->SetBinContent(317,0.3274342);
  hrf->SetBinContent(318,0.3545384);
  hrf->SetBinContent(319,0.3461392);
  hrf->SetBinContent(320,0.383806);
  hrf->SetBinContent(321,0.4001317);
  hrf->SetBinContent(322,0.3859067);
  hrf->SetBinContent(325,0.4965547);
  hrf->SetBinContent(326,0.4298636);
  hrf->SetBinContent(327,0.4675876);
  hrf->SetBinContent(328,0.4448023);
  hrf->SetBinContent(329,0.404866);
  hrf->SetBinContent(330,0.3958093);
  hrf->SetBinContent(331,0.3955818);
  hrf->SetBinContent(332,0.4272344);
  hrf->SetBinContent(333,0.3596729);
  hrf->SetBinContent(334,0.3546307);
  hrf->SetBinContent(335,0.3180164);
  hrf->SetBinContent(336,0.2714837);
  hrf->SetBinContent(337,0.248644);
  hrf->SetBinContent(338,0.2589674);
  hrf->SetBinContent(339,0.2311552);
  hrf->SetBinContent(340,0.2332692);
  hrf->SetBinContent(341,0.2837152);
  hrf->SetBinContent(342,0.2119901);
  hrf->SetBinContent(343,0.290872);
  hrf->SetBinContent(344,0.2252947);
  hrf->SetBinContent(345,0.3002172);
  hrf->SetBinContent(346,0.2519063);
  hrf->SetBinContent(347,0.3656891);
  hrf->SetBinContent(348,0.366923);
  hrf->SetBinContent(349,0.3425266);
  hrf->SetBinContent(350,0.3963153);
  hrf->SetBinContent(351,0.4658033);
  hrf->SetBinContent(352,0.2195605);
  hrf->SetBinContent(353,0.3869674);
  hrf->SetBinContent(354,0.3218271);
  hrf->SetBinContent(355,0.287984);
  hrf->SetBinContent(356,0.2912856);
  hrf->SetBinContent(357,0.2681426);
  hrf->SetBinContent(358,0.04988411);
  hrf->SetBinContent(359,0.2593921);
  hrf->SetBinContent(360,0.2092704);
  hrf->SetBinContent(361,0.2379719);
  hrf->SetBinContent(362,0.3087997);
  hrf->SetBinContent(363,0.2041179);
  hrf->SetBinContent(364,0.1946624);
  hrf->SetBinContent(365,0.2187801);
  hrf->SetBinContent(366,0.1256377);
  hrf->SetBinContent(367,0.2779986);
  hrf->SetBinContent(368,0.2988263);
  hrf->SetBinContent(369,0.2804917);
  hrf->SetBinContent(370,0.2762815);
  hrf->SetBinContent(371,0.3480896);
  hrf->SetBinContent(372,0.3402267);
  hrf->SetBinContent(373,0.3655252);
  hrf->SetBinContent(374,0.4143132);
  hrf->SetBinContent(375,0.4424044);
  hrf->SetBinContent(376,0.4635657);
  hrf->SetBinContent(379,0.5328001);
  hrf->SetBinContent(380,0.5040566);
  hrf->SetBinContent(381,0.4762677);
  hrf->SetBinContent(382,0.4729804);
  hrf->SetBinContent(383,0.4241441);
  hrf->SetBinContent(384,0.3924028);
  hrf->SetBinContent(385,0.3985717);
  hrf->SetBinContent(386,0.3816867);
  hrf->SetBinContent(387,0.3967448);
  hrf->SetBinContent(388,0.3603249);
  hrf->SetBinContent(389,0.3489972);
  hrf->SetBinContent(390,0.3275993);
  hrf->SetBinContent(391,0.3116674);
  hrf->SetBinContent(392,0.3572989);
  hrf->SetBinContent(393,0.3118418);
  hrf->SetBinContent(394,0.3412188);
  hrf->SetBinContent(395,0.3356509);
  hrf->SetBinContent(396,0.3173708);
  hrf->SetBinContent(397,0.328909);
  hrf->SetBinContent(398,0.399799);
  hrf->SetBinContent(399,0.311187);
  hrf->SetBinContent(400,0.4324506);
  hrf->SetBinContent(401,0.44069);
  hrf->SetBinContent(402,0.393832);
  hrf->SetBinContent(403,0.456211);
  hrf->SetBinContent(404,0.3807082);
  hrf->SetBinContent(405,0.4484331);
  hrf->SetBinContent(406,0.4281936);
  hrf->SetBinContent(407,0.4100697);
  hrf->SetBinContent(408,0.372774);
  hrf->SetBinContent(409,0.3635768);
  hrf->SetBinContent(410,0.4071924);
  hrf->SetBinContent(411,0.3974379);
  hrf->SetBinContent(412,0.2703223);
  hrf->SetBinContent(413,0.2532525);
  hrf->SetBinContent(414,0.3434703);
  hrf->SetBinContent(415,0.3486526);
  hrf->SetBinContent(416,0.427386);
  hrf->SetBinContent(417,0.3239493);
  hrf->SetBinContent(418,0.2804846);
  hrf->SetBinContent(419,0.2903942);
  hrf->SetBinContent(420,0.3247145);
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  hrf->SetBinContent(1335,0.7262275);
  hrf->SetBinContent(1336,0.7599275);
  hrf->SetBinContent(1337,0.7669863);
  hrf->SetBinContent(1338,0.7006092);
  hrf->SetBinContent(1339,0.7275499);
  hrf->SetBinContent(1340,0.8066881);
  hrf->SetBinContent(1341,8.082332e-09);
  hrf->SetBinContent(1342,0.8027337);
  hrf->SetBinContent(1343,0.7597497);
  hrf->SetBinContent(1344,0.7935027);
  hrf->SetBinContent(1345,0.763325);
  hrf->SetBinContent(1346,0.7717389);
  hrf->SetBinContent(1347,0.7577329);
  hrf->SetBinContent(1348,0.88808);
  hrf->SetBinContent(1351,0.8976908);
  hrf->SetBinContent(1352,0.8423946);
  hrf->SetBinContent(1353,0.8284513);
  hrf->SetBinContent(1354,0.8412279);
  hrf->SetBinContent(1355,0.8500894);
  hrf->SetBinContent(1356,9.257798e-11);
  hrf->SetBinContent(1357,0.7810383);
  hrf->SetBinContent(1358,0.8704037);
  hrf->SetBinContent(1359,0.8300052);
  hrf->SetBinContent(1360,0.7825852);
  hrf->SetBinContent(1361,0.816828);
  hrf->SetBinContent(1362,0.7973738);
  hrf->SetBinContent(1363,0.7527605);
  hrf->SetBinContent(1364,0.7771426);
  hrf->SetBinContent(1365,0.9042388);
  hrf->SetBinContent(1366,0.8078419);
  hrf->SetBinContent(1367,0.7744836);
  hrf->SetBinContent(1368,0.8064706);
  hrf->SetBinContent(1369,0.7996269);
  hrf->SetBinContent(1370,0.8434137);
  hrf->SetBinContent(1371,0.8069958);
  hrf->SetBinContent(1372,0.8413141);
  hrf->SetBinContent(1373,0.321352);
  hrf->SetBinContent(1374,0.8889853);
  hrf->SetBinContent(1375,0.4442552);
  hrf->SetBinContent(1376,0.8282964);
  hrf->SetBinContent(1377,0.6055968);
  hrf->SetBinContent(1378,2);
  hrf->SetBinContent(1379,0.758385);
  hrf->SetBinContent(1380,0.8161163);
  hrf->SetBinContent(1381,0.7797145);
  hrf->SetBinContent(1382,0.826297);
  hrf->SetBinContent(1383,0.8015526);
  hrf->SetBinContent(1384,0.7983635);
  hrf->SetBinContent(1385,0.7639591);
  hrf->SetBinContent(1386,0.8086007);
  hrf->SetBinContent(1387,0.8069662);
  hrf->SetBinContent(1388,0.8426892);
  hrf->SetBinContent(1389,0.7772759);
  hrf->SetBinContent(1390,0.7175232);
  hrf->SetBinContent(1391,0.782493);
  hrf->SetBinContent(1392,0.7797878);
  hrf->SetBinContent(1393,0.7351255);
  hrf->SetBinContent(1394,0.7613439);
  hrf->SetBinContent(1395,0.7944787);
  hrf->SetBinContent(1396,0.842592);
  hrf->SetBinContent(1397,0.7760797);
  hrf->SetBinContent(1398,0.8138054);
  hrf->SetBinContent(1399,0.8470539);
  hrf->SetBinContent(1400,0.7994559);
  hrf->SetBinContent(1401,0.8828442);
  hrf->SetBinContent(1402,0.9125168);
  hrf->SetBinContent(1405,0.7432123);
  hrf->SetBinContent(1406,0.7924839);
  hrf->SetBinContent(1407,0.8402076);
  hrf->SetBinContent(1408,0.8734859);
  hrf->SetBinContent(1409,0.8290992);
  hrf->SetBinContent(1410,0.8127977);
  hrf->SetBinContent(1411,0.8719417);
  hrf->SetBinContent(1412,0.8320817);
  hrf->SetBinContent(1413,0.8709081);
  hrf->SetBinContent(1414,0.8365571);
  hrf->SetBinContent(1415,0.7768795);
  hrf->SetBinContent(1416,0.8100523);
  hrf->SetBinContent(1417,0.7853265);
  hrf->SetBinContent(1418,0.8136188);
  hrf->SetBinContent(1419,0.7901163);
  hrf->SetBinContent(1420,0.8603168);
  hrf->SetBinContent(1421,0.8527932);
  hrf->SetBinContent(1422,0.8367243);
  hrf->SetBinContent(1423,0.8095203);
  hrf->SetBinContent(1424,0.836165);
  hrf->SetBinContent(1425,0.7613062);
  hrf->SetBinContent(1426,1.108609);
  hrf->SetBinContent(1427,0.1380128);
  hrf->SetBinContent(1428,0.8434393);
  hrf->SetBinContent(1429,0.929493);
  hrf->SetBinContent(1430,0.891273);
  hrf->SetBinContent(1431,0.9241241);
  hrf->SetBinContent(1432,0.8175316);
  hrf->SetBinContent(1433,0.8373544);
  hrf->SetBinContent(1434,0.8248472);
  hrf->SetBinContent(1435,0.9091666);
  hrf->SetBinContent(1436,0.8176399);
  hrf->SetBinContent(1437,1.605745);
  hrf->SetBinContent(1438,0.3585472);
  hrf->SetBinContent(1439,0.8094559);
  hrf->SetBinContent(1440,0.8123945);
  hrf->SetBinContent(1441,0.8034517);
  hrf->SetBinContent(1442,0.7874666);
  hrf->SetBinContent(1443,0.8026767);
  hrf->SetBinContent(1444,0.7624008);
  hrf->SetBinContent(1445,0.7767704);
  hrf->SetBinContent(1446,0.7053043);
  hrf->SetBinContent(1447,0.7737352);
  hrf->SetBinContent(1448,0.8538612);
  hrf->SetBinContent(1449,0.835044);
  hrf->SetBinContent(1450,0.7230772);
  hrf->SetBinContent(1451,0.8203293);
  hrf->SetBinContent(1452,0.8326061);
  hrf->SetBinContent(1453,0.838903);
  hrf->SetBinContent(1454,0.8315706);
  hrf->SetBinContent(1455,0.8732846);
  hrf->SetBinContent(1456,0.7947215);
  hrf->SetBinContent(1459,0.8947669);
  hrf->SetBinContent(1460,0.8324007);
  hrf->SetBinContent(1461,0.7979457);
  hrf->SetBinContent(1462,2);
  hrf->SetBinContent(1463,0.8209487);
  hrf->SetBinContent(1464,0.8033738);
  hrf->SetBinContent(1465,0.7823778);
  hrf->SetBinContent(1466,0.8794152);
  hrf->SetBinContent(1467,0.8407297);
  hrf->SetBinContent(1468,0.8277702);
  hrf->SetBinContent(1469,0.810888);
  hrf->SetBinContent(1470,0.7680818);
  hrf->SetBinContent(1471,0.8095968);
  hrf->SetBinContent(1472,0.790924);
  hrf->SetBinContent(1473,0.8457994);
  hrf->SetBinContent(1474,0.8210438);
  hrf->SetBinContent(1475,0.8473524);
  hrf->SetBinContent(1476,2.701161e-08);
  hrf->SetBinContent(1477,0.8416434);
  hrf->SetBinContent(1478,0.8278685);
  hrf->SetBinContent(1479,0.9409888);
  hrf->SetBinContent(1480,0.8393762);
  hrf->SetBinContent(1481,0.8670172);
  hrf->SetBinContent(1482,0.8475037);
  hrf->SetBinContent(1483,0.4279374);
  hrf->SetBinContent(1484,0.9529459);
  hrf->SetBinContent(1485,0.8614377);
  hrf->SetBinContent(1486,2);
  hrf->SetBinContent(1487,0.8818654);
  hrf->SetBinContent(1488,0.8004858);
  hrf->SetBinContent(1489,0.8546413);
  hrf->SetBinContent(1490,1.999866);
  hrf->SetBinContent(1491,0.815396);
  hrf->SetBinContent(1492,0.7853104);
  hrf->SetBinContent(1493,0.8461049);
  hrf->SetBinContent(1494,0.8015136);
  hrf->SetBinContent(1495,0.7569559);
  hrf->SetBinContent(1496,0.8288024);
  hrf->SetBinContent(1497,0.7886032);
  hrf->SetBinContent(1498,0.7762703);
  hrf->SetBinContent(1499,0.770609);
  hrf->SetBinContent(1500,0.817199);
  hrf->SetBinContent(1501,0.7620718);
  hrf->SetBinContent(1502,0.8152385);
  hrf->SetBinContent(1503,0.8691072);
  hrf->SetBinContent(1504,0.8155018);
  hrf->SetBinContent(1505,0.8496901);
  hrf->SetBinContent(1506,0.7108539);
  hrf->SetBinContent(1507,0.856768);
  hrf->SetBinContent(1508,0.7733098);
  hrf->SetBinContent(1509,0.8095035);
  hrf->SetBinContent(1510,1.06417);
  hrf->SetBinContent(1513,0.9013685);
  hrf->SetBinContent(1514,0.7900718);
  hrf->SetBinContent(1515,0.7571104);
  hrf->SetBinContent(1516,0.797836);
  hrf->SetBinContent(1517,0.8264311);
  hrf->SetBinContent(1518,0.800528);
  hrf->SetBinContent(1519,0.8707364);
  hrf->SetBinContent(1520,0.8413364);
  hrf->SetBinContent(1521,0.6594373);
  hrf->SetBinContent(1522,0.8289098);
  hrf->SetBinContent(1523,0.7821766);
  hrf->SetBinContent(1524,0.8083399);
  hrf->SetBinContent(1525,0.7758535);
  hrf->SetBinContent(1526,0.8410822);
  hrf->SetBinContent(1527,0.8526707);
  hrf->SetBinContent(1528,0.8628933);
  hrf->SetBinContent(1529,0.7811331);
  hrf->SetBinContent(1530,0.8275476);
  hrf->SetBinContent(1531,0.8609779);
  hrf->SetBinContent(1532,0.8738233);
  hrf->SetBinContent(1533,2);
  hrf->SetBinContent(1534,1.538174e-08);
  hrf->SetBinContent(1535,0.8223987);
  hrf->SetBinContent(1536,0.8590292);
  hrf->SetBinContent(1537,0.8364939);
  hrf->SetBinContent(1538,0.8625243);
  hrf->SetBinContent(1539,0.7879927);
  hrf->SetBinContent(1540,0.8329675);
  hrf->SetBinContent(1541,0.8196524);
  hrf->SetBinContent(1542,0.889112);
  hrf->SetBinContent(1543,0.9101152);
  hrf->SetBinContent(1544,0.7899218);
  hrf->SetBinContent(1545,0.8052071);
  hrf->SetBinContent(1546,0.4351703);
  hrf->SetBinContent(1547,0.8065562);
  hrf->SetBinContent(1548,0.8227643);
  hrf->SetBinContent(1549,0.8074349);
  hrf->SetBinContent(1550,0.8329206);
  hrf->SetBinContent(1551,0.7967104);
  hrf->SetBinContent(1552,0.7832514);
  hrf->SetBinContent(1553,0.768122);
  hrf->SetBinContent(1554,0.814672);
  hrf->SetBinContent(1555,0.7814745);
  hrf->SetBinContent(1556,0.8296988);
  hrf->SetBinContent(1557,0.8460507);
  hrf->SetBinContent(1558,0.8453766);
  hrf->SetBinContent(1559,1.394065);
  hrf->SetBinContent(1560,0.8195785);
  hrf->SetBinContent(1561,0.8590771);
  hrf->SetBinContent(1562,0.7999985);
  hrf->SetBinContent(1563,0.8421693);
  hrf->SetBinContent(1564,0.8634927);

  return hrf;

}

// ------------ single pion response function from shower track-----

TH2D* TCMETAlgo::getResponseFunction_noshower() {
  
  Double_t xAxis1[53] = {-2.5, -2.322, -2.172, -2.043, -1.93, -1.83, 
                         -1.74, -1.653, -1.566, -1.479, -1.392, -1.305, 
                         -1.218, -1.131, -1.044, -0.957, -0.879, -0.783, 
                         -0.696, -0.609, -0.522, -0.435, -0.348, -0.261, 
                         -0.174, -0.087, 0, 0.087, 0.174, 0.261, 0.348, 
                         0.435, 0.522, 0.609, 0.696, 0.783, 0.879, 0.957, 
                         1.044, 1.131, 1.218, 1.305, 1.392, 1.479, 1.566, 
                         1.653, 1.74, 1.83, 1.93, 2.043, 2.172, 2.322, 2.5}; 
  
  Double_t yAxis1[29] = {0, 0.5, 1, 1.5, 2, 3, 4, 5, 6, 7, 8, 9, 10, 12, 14, 16, 18, 20, 
                         25, 30, 35, 40, 45, 50, 60, 70, 80, 90, 100}; 
   
  TH2D *hrf = new TH2D("hrf","non-shower RF (fit)",52, xAxis1,28, yAxis1);
  hrf->SetBinContent(163,0.6400471);
  hrf->SetBinContent(164,0.7197217);
  hrf->SetBinContent(165,0.7705277);
  hrf->SetBinContent(166,0.7689679);
  hrf->SetBinContent(167,0.7037262);
  hrf->SetBinContent(168,0.6097692);
  hrf->SetBinContent(169,0.6026249);
  hrf->SetBinContent(170,0.4880021);
  hrf->SetBinContent(171,0.3787266);
  hrf->SetBinContent(172,0.2350156);
  hrf->SetBinContent(173,0.219073);
  hrf->SetBinContent(174,0.2191393);
  hrf->SetBinContent(175,0.2753591);
  hrf->SetBinContent(176,1.366886e-14);
  hrf->SetBinContent(177,3.453943e-15);
  hrf->SetBinContent(178,1.380731e-16);
  hrf->SetBinContent(179,3.279169e-16);
  hrf->SetBinContent(180,8.452717e-14);
  hrf->SetBinContent(181,3.328501e-17);
  hrf->SetBinContent(182,0.3409182);
  hrf->SetBinContent(183,0.4767957);
  hrf->SetBinContent(184,1.951564e-18);
  hrf->SetBinContent(185,2.900783e-15);
  hrf->SetBinContent(186,1.296576e-14);
  hrf->SetBinContent(187,2.832803e-15);
  hrf->SetBinContent(188,7.610557e-16);
  hrf->SetBinContent(189,3.546542e-13);
  hrf->SetBinContent(190,8.606939e-16);
  hrf->SetBinContent(191,8.730876e-12);
  hrf->SetBinContent(192,4.470491e-15);
  hrf->SetBinContent(193,2.456455e-13);
  hrf->SetBinContent(194,2.170573e-16);
  hrf->SetBinContent(195,0.3464883);
  hrf->SetBinContent(196,0.0206337);
  hrf->SetBinContent(197,3.021008e-12);
  hrf->SetBinContent(198,4.707796e-13);
  hrf->SetBinContent(199,4.0623e-14);
  hrf->SetBinContent(200,4.115198e-15);
  hrf->SetBinContent(201,8.337408e-13);
  hrf->SetBinContent(202,0.228919);
  hrf->SetBinContent(203,1.267038e-12);
  hrf->SetBinContent(204,2.175747e-13);
  hrf->SetBinContent(205,3.821724e-13);
  hrf->SetBinContent(206,0.1894161);
  hrf->SetBinContent(207,0.3402959);
  hrf->SetBinContent(208,0.4059051);
  hrf->SetBinContent(209,0.4614792);
  hrf->SetBinContent(210,0.5189589);
  hrf->SetBinContent(211,0.6140491);
  hrf->SetBinContent(212,0.6395754);
  hrf->SetBinContent(213,0.6345313);
  hrf->SetBinContent(214,0.5764959);
  hrf->SetBinContent(217,0.6154265);
  hrf->SetBinContent(218,0.6812514);
  hrf->SetBinContent(219,0.7334445);
  hrf->SetBinContent(220,0.752498);
  hrf->SetBinContent(221,0.7265755);
  hrf->SetBinContent(222,0.6524332);
  hrf->SetBinContent(223,0.5913962);
  hrf->SetBinContent(224,0.4738731);
  hrf->SetBinContent(225,0.3398328);
  hrf->SetBinContent(226,0.3320888);
  hrf->SetBinContent(227,0.3050285);
  hrf->SetBinContent(228,0.09497643);
  hrf->SetBinContent(229,0.01537557);
  hrf->SetBinContent(230,7.661648e-11);
  hrf->SetBinContent(231,0.1108151);
  hrf->SetBinContent(232,0.2663473);
  hrf->SetBinContent(233,0.3121616);
  hrf->SetBinContent(234,0.3571696);
  hrf->SetBinContent(235,1.152347e-13);
  hrf->SetBinContent(236,1.753052e-14);
  hrf->SetBinContent(237,1.055517e-13);
  hrf->SetBinContent(238,4.32909e-12);
  hrf->SetBinContent(239,2.708879e-16);
  hrf->SetBinContent(240,1.884276e-12);
  hrf->SetBinContent(241,1.287943e-13);
  hrf->SetBinContent(242,1.157993e-11);
  hrf->SetBinContent(243,6.523176e-13);
  hrf->SetBinContent(244,6.855802e-12);
  hrf->SetBinContent(245,3.4108e-13);
  hrf->SetBinContent(246,1.608902e-15);
  hrf->SetBinContent(247,1.088044e-12);
  hrf->SetBinContent(248,9.624121e-14);
  hrf->SetBinContent(249,6.370772e-16);
  hrf->SetBinContent(250,1.301799e-12);
  hrf->SetBinContent(251,0.3605876);
  hrf->SetBinContent(252,0.2917439);
  hrf->SetBinContent(253,0.2356352);
  hrf->SetBinContent(254,0.00659433);
  hrf->SetBinContent(255,3.909949e-12);
  hrf->SetBinContent(256,4.166508e-14);
  hrf->SetBinContent(257,1.350189e-14);
  hrf->SetBinContent(258,1.414884e-17);
  hrf->SetBinContent(259,0.06061962);
  hrf->SetBinContent(260,0.08133564);
  hrf->SetBinContent(261,0.3266752);
  hrf->SetBinContent(262,0.4730967);
  hrf->SetBinContent(263,0.5211827);
  hrf->SetBinContent(264,0.5929002);
  hrf->SetBinContent(265,0.6360459);
  hrf->SetBinContent(266,0.6585686);
  hrf->SetBinContent(267,0.6288643);
  hrf->SetBinContent(268,0.5756851);
  hrf->SetBinContent(271,0.6387249);
  hrf->SetBinContent(272,0.677789);
  hrf->SetBinContent(273,0.7180347);
  hrf->SetBinContent(274,0.7297289);
  hrf->SetBinContent(275,0.720934);
  hrf->SetBinContent(276,0.6819276);
  hrf->SetBinContent(277,0.6652455);
  hrf->SetBinContent(278,0.6041919);
  hrf->SetBinContent(279,0.5153493);
  hrf->SetBinContent(280,0.4806414);
  hrf->SetBinContent(281,0.4495209);
  hrf->SetBinContent(282,0.4227853);
  hrf->SetBinContent(283,0.3837889);
  hrf->SetBinContent(284,0.341496);
  hrf->SetBinContent(285,0.3296164);
  hrf->SetBinContent(286,0.3421705);
  hrf->SetBinContent(287,0.360976);
  hrf->SetBinContent(288,0.3551224);
  hrf->SetBinContent(289,0.3728781);
  hrf->SetBinContent(290,0.3965779);
  hrf->SetBinContent(291,0.4305746);
  hrf->SetBinContent(292,0.4374409);
  hrf->SetBinContent(293,0.4483791);
  hrf->SetBinContent(294,0.4764922);
  hrf->SetBinContent(295,0.4992606);
  hrf->SetBinContent(296,0.5098206);
  hrf->SetBinContent(297,0.4798357);
  hrf->SetBinContent(298,0.4897116);
  hrf->SetBinContent(299,0.4734376);
  hrf->SetBinContent(300,0.4570703);
  hrf->SetBinContent(301,0.3906605);
  hrf->SetBinContent(302,0.3914719);
  hrf->SetBinContent(303,0.3596696);
  hrf->SetBinContent(304,0.3133957);
  hrf->SetBinContent(305,0.3382987);
  hrf->SetBinContent(306,0.3336977);
  hrf->SetBinContent(307,0.3240096);
  hrf->SetBinContent(308,0.3258908);
  hrf->SetBinContent(309,0.3156744);
  hrf->SetBinContent(310,0.3435096);
  hrf->SetBinContent(311,0.363777);
  hrf->SetBinContent(312,0.384053);
  hrf->SetBinContent(313,0.3947456);
  hrf->SetBinContent(314,0.4252563);
  hrf->SetBinContent(315,0.499156);
  hrf->SetBinContent(316,0.5335806);
  hrf->SetBinContent(317,0.5937738);
  hrf->SetBinContent(318,0.6133472);
  hrf->SetBinContent(319,0.6376735);
  hrf->SetBinContent(320,0.6410248);
  hrf->SetBinContent(321,0.6319933);
  hrf->SetBinContent(322,0.6076105);
  hrf->SetBinContent(325,0.695102);
  hrf->SetBinContent(326,0.7317864);
  hrf->SetBinContent(327,0.7151045);
  hrf->SetBinContent(328,0.7259061);
  hrf->SetBinContent(329,0.7057022);
  hrf->SetBinContent(330,0.6724814);
  hrf->SetBinContent(331,0.6533089);
  hrf->SetBinContent(332,0.6532331);
  hrf->SetBinContent(333,0.6235004);
  hrf->SetBinContent(334,0.572711);
  hrf->SetBinContent(335,0.5225867);
  hrf->SetBinContent(336,0.5148557);
  hrf->SetBinContent(337,0.4962895);
  hrf->SetBinContent(338,0.4901881);
  hrf->SetBinContent(339,0.468125);
  hrf->SetBinContent(340,0.4836966);
  hrf->SetBinContent(341,0.4867525);
  hrf->SetBinContent(342,0.4971446);
  hrf->SetBinContent(343,0.5154772);
  hrf->SetBinContent(344,0.5200015);
  hrf->SetBinContent(345,0.5336372);
  hrf->SetBinContent(346,0.5606785);
  hrf->SetBinContent(347,0.5553446);
  hrf->SetBinContent(348,0.5552243);
  hrf->SetBinContent(349,0.5668997);
  hrf->SetBinContent(350,0.5681084);
  hrf->SetBinContent(351,0.5711104);
  hrf->SetBinContent(352,0.5574954);
  hrf->SetBinContent(353,0.5491828);
  hrf->SetBinContent(354,0.5546041);
  hrf->SetBinContent(355,0.5383464);
  hrf->SetBinContent(356,0.5327404);
  hrf->SetBinContent(357,0.4987473);
  hrf->SetBinContent(358,0.4961591);
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  hrf->SetBinContent(1272,0.8381643);
  hrf->SetBinContent(1273,0.8412254);
  hrf->SetBinContent(1274,0.8447568);
  hrf->SetBinContent(1275,0.8186399);
  hrf->SetBinContent(1276,0.8319127);
  hrf->SetBinContent(1277,0.8139984);
  hrf->SetBinContent(1278,0.8199334);
  hrf->SetBinContent(1279,0.8115138);
  hrf->SetBinContent(1280,0.801327);
  hrf->SetBinContent(1281,0.7812868);
  hrf->SetBinContent(1282,0.7778735);
  hrf->SetBinContent(1283,0.7987794);
  hrf->SetBinContent(1284,0.7824721);
  hrf->SetBinContent(1285,0.8182753);
  hrf->SetBinContent(1286,0.8761631);
  hrf->SetBinContent(1287,0.877906);
  hrf->SetBinContent(1288,0.8828306);
  hrf->SetBinContent(1289,0.8631628);
  hrf->SetBinContent(1290,0.8747018);
  hrf->SetBinContent(1291,0.8816374);
  hrf->SetBinContent(1292,0.8905643);
  hrf->SetBinContent(1293,0.8805439);
  hrf->SetBinContent(1294,0.8729373);
  hrf->SetBinContent(1297,0.8870085);
  hrf->SetBinContent(1298,0.8991774);
  hrf->SetBinContent(1299,0.8926399);
  hrf->SetBinContent(1300,0.8870129);
  hrf->SetBinContent(1301,0.8906647);
  hrf->SetBinContent(1302,0.8820221);
  hrf->SetBinContent(1303,0.8845586);
  hrf->SetBinContent(1304,0.8838417);
  hrf->SetBinContent(1305,0.8976349);
  hrf->SetBinContent(1306,0.8372204);
  hrf->SetBinContent(1307,0.8087633);
  hrf->SetBinContent(1308,0.7906018);
  hrf->SetBinContent(1309,0.7978083);
  hrf->SetBinContent(1310,0.8068362);
  hrf->SetBinContent(1311,0.8253238);
  hrf->SetBinContent(1312,0.8308318);
  hrf->SetBinContent(1313,0.830837);
  hrf->SetBinContent(1314,0.843081);
  hrf->SetBinContent(1315,0.8388117);
  hrf->SetBinContent(1316,0.8409643);
  hrf->SetBinContent(1317,0.8563442);
  hrf->SetBinContent(1318,0.8509172);
  hrf->SetBinContent(1319,0.8564285);
  hrf->SetBinContent(1320,0.8673294);
  hrf->SetBinContent(1321,0.8626825);
  hrf->SetBinContent(1322,0.8700428);
  hrf->SetBinContent(1323,0.8636473);
  hrf->SetBinContent(1324,0.8590862);
  hrf->SetBinContent(1325,0.8522475);
  hrf->SetBinContent(1326,0.8558971);
  hrf->SetBinContent(1327,0.8603112);
  hrf->SetBinContent(1328,0.842573);
  hrf->SetBinContent(1329,0.8557246);
  hrf->SetBinContent(1330,0.8234622);
  hrf->SetBinContent(1331,0.8358622);
  hrf->SetBinContent(1332,0.8263366);
  hrf->SetBinContent(1333,0.8189109);
  hrf->SetBinContent(1334,0.816338);
  hrf->SetBinContent(1335,0.8143541);
  hrf->SetBinContent(1336,0.7975664);
  hrf->SetBinContent(1337,0.7881635);
  hrf->SetBinContent(1338,0.7916959);
  hrf->SetBinContent(1339,0.8189511);
  hrf->SetBinContent(1340,0.8926195);
  hrf->SetBinContent(1341,0.8730372);
  hrf->SetBinContent(1342,0.8798155);
  hrf->SetBinContent(1343,0.8815677);
  hrf->SetBinContent(1344,0.8766184);
  hrf->SetBinContent(1345,0.8825352);
  hrf->SetBinContent(1346,0.8861911);
  hrf->SetBinContent(1347,0.8899728);
  hrf->SetBinContent(1348,0.8807881);
  hrf->SetBinContent(1351,0.8982675);
  hrf->SetBinContent(1352,0.9019269);
  hrf->SetBinContent(1353,0.9040346);
  hrf->SetBinContent(1354,0.9019893);
  hrf->SetBinContent(1355,0.8894359);
  hrf->SetBinContent(1356,0.891537);
  hrf->SetBinContent(1357,0.8923806);
  hrf->SetBinContent(1358,0.9037331);
  hrf->SetBinContent(1359,0.9070863);
  hrf->SetBinContent(1360,0.8309636);
  hrf->SetBinContent(1361,0.8082155);
  hrf->SetBinContent(1362,0.801677);
  hrf->SetBinContent(1363,0.8170729);
  hrf->SetBinContent(1364,0.8248354);
  hrf->SetBinContent(1365,0.8357266);
  hrf->SetBinContent(1366,0.8433401);
  hrf->SetBinContent(1367,0.8358836);
  hrf->SetBinContent(1368,0.8491398);
  hrf->SetBinContent(1369,0.8511904);
  hrf->SetBinContent(1370,0.8482686);
  hrf->SetBinContent(1371,0.8513967);
  hrf->SetBinContent(1372,0.8541074);
  hrf->SetBinContent(1373,0.8674045);
  hrf->SetBinContent(1374,0.8624163);
  hrf->SetBinContent(1375,0.8562872);
  hrf->SetBinContent(1376,0.8609194);
  hrf->SetBinContent(1377,0.8690702);
  hrf->SetBinContent(1378,0.866069);
  hrf->SetBinContent(1379,0.8622828);
  hrf->SetBinContent(1380,0.8604844);
  hrf->SetBinContent(1381,0.8772358);
  hrf->SetBinContent(1382,0.8641567);
  hrf->SetBinContent(1383,0.8457034);
  hrf->SetBinContent(1384,0.8491502);
  hrf->SetBinContent(1385,0.8494045);
  hrf->SetBinContent(1386,0.8261307);
  hrf->SetBinContent(1387,0.8288372);
  hrf->SetBinContent(1388,0.8187173);
  hrf->SetBinContent(1389,0.8281093);
  hrf->SetBinContent(1390,0.8122792);
  hrf->SetBinContent(1391,0.8135304);
  hrf->SetBinContent(1392,0.8265573);
  hrf->SetBinContent(1393,0.8462977);
  hrf->SetBinContent(1394,0.8973685);
  hrf->SetBinContent(1395,0.8940501);
  hrf->SetBinContent(1396,0.8864163);
  hrf->SetBinContent(1397,0.8840707);
  hrf->SetBinContent(1398,0.8922193);
  hrf->SetBinContent(1399,0.8833568);
  hrf->SetBinContent(1400,0.9008134);
  hrf->SetBinContent(1401,0.8976256);
  hrf->SetBinContent(1402,0.8968597);
  hrf->SetBinContent(1405,0.9096515);
  hrf->SetBinContent(1406,0.9079437);
  hrf->SetBinContent(1407,0.9061902);
  hrf->SetBinContent(1408,0.9073185);
  hrf->SetBinContent(1409,0.9017385);
  hrf->SetBinContent(1410,0.8944538);
  hrf->SetBinContent(1411,0.8994409);
  hrf->SetBinContent(1412,0.9050456);
  hrf->SetBinContent(1413,0.9051073);
  hrf->SetBinContent(1414,0.8376052);
  hrf->SetBinContent(1415,0.8213562);
  hrf->SetBinContent(1416,0.8097429);
  hrf->SetBinContent(1417,0.8100043);
  hrf->SetBinContent(1418,0.8337875);
  hrf->SetBinContent(1419,0.8238248);
  hrf->SetBinContent(1420,0.8488808);
  hrf->SetBinContent(1421,0.8444864);
  hrf->SetBinContent(1422,0.8627045);
  hrf->SetBinContent(1423,0.8644162);
  hrf->SetBinContent(1424,0.8556103);
  hrf->SetBinContent(1425,0.860347);
  hrf->SetBinContent(1426,0.8722144);
  hrf->SetBinContent(1427,0.8769311);
  hrf->SetBinContent(1428,0.8707542);
  hrf->SetBinContent(1429,0.8762311);
  hrf->SetBinContent(1430,0.8832279);
  hrf->SetBinContent(1431,0.8578157);
  hrf->SetBinContent(1432,0.8768555);
  hrf->SetBinContent(1433,0.85926);
  hrf->SetBinContent(1434,0.8674991);
  hrf->SetBinContent(1435,0.8800728);
  hrf->SetBinContent(1436,0.8607219);
  hrf->SetBinContent(1437,0.8539656);
  hrf->SetBinContent(1438,0.8611016);
  hrf->SetBinContent(1439,0.8641738);
  hrf->SetBinContent(1440,0.832441);
  hrf->SetBinContent(1441,0.845636);
  hrf->SetBinContent(1442,0.8253812);
  hrf->SetBinContent(1443,0.8277629);
  hrf->SetBinContent(1444,0.8094488);
  hrf->SetBinContent(1445,0.8102607);
  hrf->SetBinContent(1446,0.8374236);
  hrf->SetBinContent(1447,0.846537);
  hrf->SetBinContent(1448,0.9172034);
  hrf->SetBinContent(1449,0.897105);
  hrf->SetBinContent(1450,0.8886965);
  hrf->SetBinContent(1451,0.8842038);
  hrf->SetBinContent(1452,0.8968773);
  hrf->SetBinContent(1453,0.9054415);
  hrf->SetBinContent(1454,0.9000773);
  hrf->SetBinContent(1455,0.9038355);
  hrf->SetBinContent(1456,0.9064714);
  hrf->SetBinContent(1459,0.899802);
  hrf->SetBinContent(1460,0.9145996);
  hrf->SetBinContent(1461,0.905336);
  hrf->SetBinContent(1462,0.9158605);
  hrf->SetBinContent(1463,0.9068455);
  hrf->SetBinContent(1464,0.9052793);
  hrf->SetBinContent(1465,0.8971553);
  hrf->SetBinContent(1466,0.9086646);
  hrf->SetBinContent(1467,0.9164911);
  hrf->SetBinContent(1468,0.8460912);
  hrf->SetBinContent(1469,0.832617);
  hrf->SetBinContent(1470,0.8152063);
  hrf->SetBinContent(1471,0.8263153);
  hrf->SetBinContent(1472,0.8475915);
  hrf->SetBinContent(1473,0.8360038);
  hrf->SetBinContent(1474,0.8411368);
  hrf->SetBinContent(1475,0.8615639);
  hrf->SetBinContent(1476,0.8607904);
  hrf->SetBinContent(1477,0.8632756);
  hrf->SetBinContent(1478,0.8569868);
  hrf->SetBinContent(1479,0.8715767);
  hrf->SetBinContent(1480,0.8791357);
  hrf->SetBinContent(1481,0.8727834);
  hrf->SetBinContent(1482,0.8654918);
  hrf->SetBinContent(1483,0.8727071);
  hrf->SetBinContent(1484,0.8726125);
  hrf->SetBinContent(1485,0.8807337);
  hrf->SetBinContent(1486,0.871381);
  hrf->SetBinContent(1487,0.8743151);
  hrf->SetBinContent(1488,0.8673596);
  hrf->SetBinContent(1489,0.8709635);
  hrf->SetBinContent(1490,0.8562741);
  hrf->SetBinContent(1491,0.8762439);
  hrf->SetBinContent(1492,0.8603385);
  hrf->SetBinContent(1493,0.8584014);
  hrf->SetBinContent(1494,0.852763);
  hrf->SetBinContent(1495,0.8577563);
  hrf->SetBinContent(1496,0.8450456);
  hrf->SetBinContent(1497,0.8433108);
  hrf->SetBinContent(1498,0.8130884);
  hrf->SetBinContent(1499,0.8139271);
  hrf->SetBinContent(1500,0.829942);
  hrf->SetBinContent(1501,0.8460317);
  hrf->SetBinContent(1502,0.9045847);
  hrf->SetBinContent(1503,0.8994192);
  hrf->SetBinContent(1504,0.898507);
  hrf->SetBinContent(1505,0.895317);
  hrf->SetBinContent(1506,0.8913231);
  hrf->SetBinContent(1507,0.9042838);
  hrf->SetBinContent(1508,0.9118587);
  hrf->SetBinContent(1509,0.9111838);
  hrf->SetBinContent(1510,0.8987202);
  hrf->SetBinContent(1513,0.8786432);
  hrf->SetBinContent(1514,0.9071894);
  hrf->SetBinContent(1515,0.9054747);
  hrf->SetBinContent(1516,0.895092);
  hrf->SetBinContent(1517,0.9013143);
  hrf->SetBinContent(1518,0.895817);
  hrf->SetBinContent(1519,0.9064602);
  hrf->SetBinContent(1520,0.9189001);
  hrf->SetBinContent(1521,0.9224745);
  hrf->SetBinContent(1522,0.8556603);
  hrf->SetBinContent(1523,0.8297648);
  hrf->SetBinContent(1524,0.8396801);
  hrf->SetBinContent(1525,0.8185809);
  hrf->SetBinContent(1526,0.8336468);
  hrf->SetBinContent(1527,0.8319675);
  hrf->SetBinContent(1528,0.8543238);
  hrf->SetBinContent(1529,0.8597329);
  hrf->SetBinContent(1530,0.8805091);
  hrf->SetBinContent(1531,0.864668);
  hrf->SetBinContent(1532,0.8604107);
  hrf->SetBinContent(1533,0.8609409);
  hrf->SetBinContent(1534,0.8793934);
  hrf->SetBinContent(1535,0.8839759);
  hrf->SetBinContent(1536,0.8776876);
  hrf->SetBinContent(1537,0.8795961);
  hrf->SetBinContent(1538,0.8815914);
  hrf->SetBinContent(1539,0.8900957);
  hrf->SetBinContent(1540,0.8764424);
  hrf->SetBinContent(1541,0.8734661);
  hrf->SetBinContent(1542,0.8842787);
  hrf->SetBinContent(1543,0.8839705);
  hrf->SetBinContent(1544,0.8786647);
  hrf->SetBinContent(1545,0.8700674);
  hrf->SetBinContent(1546,0.8745763);
  hrf->SetBinContent(1547,0.8782504);
  hrf->SetBinContent(1548,0.8584328);
  hrf->SetBinContent(1549,0.8362831);
  hrf->SetBinContent(1550,0.838657);
  hrf->SetBinContent(1551,0.8478499);
  hrf->SetBinContent(1552,0.8168967);
  hrf->SetBinContent(1553,0.8343195);
  hrf->SetBinContent(1554,0.8338705);
  hrf->SetBinContent(1555,0.8557371);
  hrf->SetBinContent(1556,0.912061);
  hrf->SetBinContent(1557,0.8975816);
  hrf->SetBinContent(1558,0.8948125);
  hrf->SetBinContent(1559,0.8940022);
  hrf->SetBinContent(1560,0.8982707);
  hrf->SetBinContent(1561,0.9042674);
  hrf->SetBinContent(1562,0.9041132);
  hrf->SetBinContent(1563,0.9016004);
  hrf->SetBinContent(1564,0.871017);

  return hrf;

}


// ------------ single pion response function from fit  ------------

TH2D* TCMETAlgo::getResponseFunction_fit() {
     
     Double_t xAxis1[53] = {-2.5, -2.322, -2.172, -2.043, -1.93, -1.83, 
                            -1.74, -1.653, -1.566, -1.479, -1.392, -1.305, 
                            -1.218, -1.131, -1.044, -0.957, -0.879, -0.783, 
                            -0.696, -0.609, -0.522, -0.435, -0.348, -0.261, 
                            -0.174, -0.087, 0, 0.087, 0.174, 0.261, 0.348, 
                            0.435, 0.522, 0.609, 0.696, 0.783, 0.879, 0.957, 
                            1.044, 1.131, 1.218, 1.305, 1.392, 1.479, 1.566, 
                            1.653, 1.74, 1.83, 1.93, 2.043, 2.172, 2.322, 2.5}; 
  
     Double_t yAxis1[29] = {0, 0.5, 1, 1.5, 2, 3, 4, 5, 6, 7, 8, 9, 10, 12, 14,
                            16, 18, 20, 25, 30, 35, 40, 45, 50, 60, 70, 80, 90, 100}; 
   
     TH2D *hrf = new TH2D("hrf","RF  (fit)",52, xAxis1,28, yAxis1);

     hrf->SetBinContent(55,0.9014105);
     hrf->SetBinContent(56,1.234047);
     hrf->SetBinContent(57,1.404987);
     hrf->SetBinContent(58,1.576149);
     hrf->SetBinContent(59,1.677449);
     hrf->SetBinContent(60,1.419812);
     hrf->SetBinContent(61,1.318056);
     hrf->SetBinContent(62,1.287693);
     hrf->SetBinContent(63,1.158259);
     hrf->SetBinContent(64,8.160139e-14);
     hrf->SetBinContent(65,0.9419115);
     hrf->SetBinContent(66,2.235989e-13);
     hrf->SetBinContent(67,0.4986045);
     hrf->SetBinContent(68,2.420397e-12);
     hrf->SetBinContent(69,6.139533e-14);
     hrf->SetBinContent(70,6.894485e-13);
     hrf->SetBinContent(71,3.603784e-13);
     hrf->SetBinContent(72,3.894685e-11);
     hrf->SetBinContent(73,2.43805e-13);
     hrf->SetBinContent(74,0.78136);
     hrf->SetBinContent(75,0.9358564);
     hrf->SetBinContent(76,5.687018e-11);
     hrf->SetBinContent(77,8.881784e-16);
     hrf->SetBinContent(78,1.287748e-12);
     hrf->SetBinContent(79,1.624256e-13);
     hrf->SetBinContent(80,1.099121e-14);
     hrf->SetBinContent(81,3.390954e-12);
     hrf->SetBinContent(82,2.581269e-13);
     hrf->SetBinContent(83,7.549517e-15);
     hrf->SetBinContent(84,6.168399e-13);
     hrf->SetBinContent(85,1.135092e-11);
     hrf->SetBinContent(86,2.553513e-15);
     hrf->SetBinContent(87,0.2588152);
     hrf->SetBinContent(88,1.04361e-14);
     hrf->SetBinContent(89,0.7345221);
     hrf->SetBinContent(90,1.224243e-12);
     hrf->SetBinContent(91,1.110223e-16);
     hrf->SetBinContent(92,8.375522e-13);
     hrf->SetBinContent(93,1.509903e-14);
     hrf->SetBinContent(94,3.907652e-12);
     hrf->SetBinContent(95,1.110223e-16);
     hrf->SetBinContent(96,0.8778926);
     hrf->SetBinContent(97,5.440093e-15);
     hrf->SetBinContent(98,1.254552e-14);
     hrf->SetBinContent(99,0.9284989);
     hrf->SetBinContent(100,0.753942);
     hrf->SetBinContent(101,1.103987);
     hrf->SetBinContent(102,1.188931);
     hrf->SetBinContent(103,1.080741);
     hrf->SetBinContent(104,1.123484);
     hrf->SetBinContent(105,0.96811);
     hrf->SetBinContent(106,0.8889167);
     hrf->SetBinContent(109,0.6210886);
     hrf->SetBinContent(110,0.7505165);
     hrf->SetBinContent(111,0.8426157);
     hrf->SetBinContent(112,0.8893985);
     hrf->SetBinContent(113,0.8655712);
     hrf->SetBinContent(114,0.8169596);
     hrf->SetBinContent(115,0.7972677);
     hrf->SetBinContent(116,0.6298301);
     hrf->SetBinContent(117,0.5066007);
     hrf->SetBinContent(118,4.480217e-10);
     hrf->SetBinContent(119,1.064704e-13);
     hrf->SetBinContent(120,6.32161e-13);
     hrf->SetBinContent(121,0.3865254);
     hrf->SetBinContent(122,4.662937e-15);
     hrf->SetBinContent(123,2.523537e-13);
     hrf->SetBinContent(124,3.441691e-15);
     hrf->SetBinContent(125,1.539324e-12);
     hrf->SetBinContent(126,0.5198836);
     hrf->SetBinContent(127,3.774758e-15);
     hrf->SetBinContent(128,4.662937e-15);
     hrf->SetBinContent(129,5.095924e-13);
     hrf->SetBinContent(130,8.992806e-15);
     hrf->SetBinContent(131,0.6979459);
     hrf->SetBinContent(132,0.8410133);
     hrf->SetBinContent(133,0.8820518);
     hrf->SetBinContent(134,1.449095e-09);
     hrf->SetBinContent(135,1.891825);
     hrf->SetBinContent(136,3.736567e-12);
     hrf->SetBinContent(137,2.171596e-13);
     hrf->SetBinContent(138,3.58602e-14);
     hrf->SetBinContent(139,8.401058e-13);
     hrf->SetBinContent(140,6.661338e-16);
     hrf->SetBinContent(141,6.228351e-14);
     hrf->SetBinContent(142,4.440892e-16);
     hrf->SetBinContent(143,0.5043001);
     hrf->SetBinContent(144,2.950751e-12);
     hrf->SetBinContent(145,7.44127e-12);
     hrf->SetBinContent(146,4.440892e-16);
     hrf->SetBinContent(147,0.415431);
     hrf->SetBinContent(148,0.3341262);
     hrf->SetBinContent(149,5.917489e-14);
     hrf->SetBinContent(150,5.551115e-15);
     hrf->SetBinContent(151,3.733125e-12);
     hrf->SetBinContent(152,2.220446e-16);
     hrf->SetBinContent(153,0.5875186);
     hrf->SetBinContent(154,0.6020446);
     hrf->SetBinContent(155,0.6340457);
     hrf->SetBinContent(156,0.6748299);
     hrf->SetBinContent(157,0.7500966);
     hrf->SetBinContent(158,0.6613656);
     hrf->SetBinContent(159,0.5764616);
     hrf->SetBinContent(160,0.5013173);
     hrf->SetBinContent(163,0.6392601);
     hrf->SetBinContent(164,0.7223623);
     hrf->SetBinContent(165,0.7522092);
     hrf->SetBinContent(166,0.7454079);
     hrf->SetBinContent(167,0.6907078);
     hrf->SetBinContent(168,0.5840503);
     hrf->SetBinContent(169,0.5802541);
     hrf->SetBinContent(170,0.4497995);
     hrf->SetBinContent(171,0.3261);
     hrf->SetBinContent(172,0.2172562);
     hrf->SetBinContent(173,0.04889038);
     hrf->SetBinContent(174,0.1511836);
     hrf->SetBinContent(175,0.1596252);
     hrf->SetBinContent(176,0.2589621);
     hrf->SetBinContent(177,4.440892e-16);
     hrf->SetBinContent(178,1.110223e-16);
     hrf->SetBinContent(180,1.733058e-13);
     hrf->SetBinContent(181,3.145262e-13);
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     hrf->SetBinContent(1545,0.8848883);
     hrf->SetBinContent(1546,0.8825886);
     hrf->SetBinContent(1547,0.8737018);
     hrf->SetBinContent(1548,0.8694548);
     hrf->SetBinContent(1549,0.8615527);
     hrf->SetBinContent(1550,0.8557075);
     hrf->SetBinContent(1551,0.8527821);
     hrf->SetBinContent(1552,0.8239888);
     hrf->SetBinContent(1553,0.8215376);
     hrf->SetBinContent(1554,0.8346367);
     hrf->SetBinContent(1555,0.8683265);
     hrf->SetBinContent(1556,0.9221479);
     hrf->SetBinContent(1557,0.9117818);
     hrf->SetBinContent(1558,0.9093716);
     hrf->SetBinContent(1559,0.9003564);
     hrf->SetBinContent(1560,0.8994485);
     hrf->SetBinContent(1561,0.8900582);
     hrf->SetBinContent(1562,0.8851296);
     hrf->SetBinContent(1563,0.8711704);
     hrf->SetBinContent(1564,0.8568475);
 
     return hrf;
}

// ------------ single pion response function from mode ------------
TH2D* TCMETAlgo::getResponseFunction_mode() {
  
     Double_t xAxis2[53] = {-2.5, -2.322, -2.172, -2.043, 
                            -1.93, -1.83, -1.74, -1.653, 
                            -1.566, -1.479, -1.392, -1.305, 
                            -1.218, -1.131, -1.044, -0.957, 
                            -0.879, -0.783, -0.696, -0.609, 
                            -0.522, -0.435, -0.348, -0.261, 
                            -0.174, -0.087, 0, 0.087, 0.174, 
                            0.261, 0.348, 0.435, 0.522, 0.609, 
                            0.696, 0.783, 0.879, 0.957, 1.044, 
                            1.131, 1.218, 1.305, 1.392, 1.479, 
                            1.566, 1.653, 1.74, 1.83, 1.93, 
                            2.043, 2.172, 2.322, 2.5}; 
  
     Double_t yAxis2[29] = {0, 0.5, 1, 1.5, 2, 3, 4, 5, 6, 7, 
                            8, 9, 10, 12, 14, 16, 18, 20, 25, 
                            30, 35, 40, 45, 50, 60, 70, 80, 90, 100}; 
   
     TH2D *hrf = new TH2D("hrf","RF  (mode)",52, xAxis2,28, yAxis2);

     hrf->SetBinContent(163,0.5);
     hrf->SetBinContent(164,0.58);
     hrf->SetBinContent(165,0.62);
     hrf->SetBinContent(166,0.54);
     hrf->SetBinContent(167,0.46);
     hrf->SetBinContent(168,0.14);
     hrf->SetBinContent(169,0.14);
     hrf->SetBinContent(170,0.02);
     hrf->SetBinContent(171,0.02);
     hrf->SetBinContent(172,0.02);
     hrf->SetBinContent(173,0.02);
     hrf->SetBinContent(174,0.02);
     hrf->SetBinContent(175,0.02);
     hrf->SetBinContent(176,0.02);
     hrf->SetBinContent(177,0.02);
     hrf->SetBinContent(178,0.02);
     hrf->SetBinContent(179,0.02);
     hrf->SetBinContent(180,0.02);
     hrf->SetBinContent(181,0.02);
     hrf->SetBinContent(182,0.02);
     hrf->SetBinContent(183,0.02);
     hrf->SetBinContent(184,0.02);
     hrf->SetBinContent(185,0.02);
     hrf->SetBinContent(186,0.02);
     hrf->SetBinContent(187,0.02);
     hrf->SetBinContent(188,0.02);
     hrf->SetBinContent(189,0.02);
     hrf->SetBinContent(190,0.02);
     hrf->SetBinContent(191,0.02);
     hrf->SetBinContent(192,0.02);
     hrf->SetBinContent(193,0.02);
     hrf->SetBinContent(194,0.02);
     hrf->SetBinContent(195,0.02);
     hrf->SetBinContent(196,0.02);
     hrf->SetBinContent(197,0.02);
     hrf->SetBinContent(198,0.02);
     hrf->SetBinContent(199,0.02);
     hrf->SetBinContent(200,0.02);
     hrf->SetBinContent(201,0.02);
     hrf->SetBinContent(202,0.02);
     hrf->SetBinContent(203,0.02);
     hrf->SetBinContent(204,0.02);
     hrf->SetBinContent(205,0.02);
     hrf->SetBinContent(206,0.02);
     hrf->SetBinContent(207,0.02);
     hrf->SetBinContent(208,0.02);
     hrf->SetBinContent(209,0.02);
     hrf->SetBinContent(210,0.14);
     hrf->SetBinContent(211,0.1);
     hrf->SetBinContent(212,0.34);
     hrf->SetBinContent(213,0.34);
     hrf->SetBinContent(214,0.38);
     hrf->SetBinContent(217,0.5);
     hrf->SetBinContent(218,0.54);
     hrf->SetBinContent(219,0.5);
     hrf->SetBinContent(220,0.58);
     hrf->SetBinContent(221,0.46);
     hrf->SetBinContent(222,0.5);
     hrf->SetBinContent(223,0.1);
     hrf->SetBinContent(224,0.22);
     hrf->SetBinContent(225,0.02);
     hrf->SetBinContent(226,0.02);
     hrf->SetBinContent(227,0.02);
     hrf->SetBinContent(228,0.02);
     hrf->SetBinContent(229,0.02);
     hrf->SetBinContent(230,0.02);
     hrf->SetBinContent(231,0.02);
     hrf->SetBinContent(232,0.02);
     hrf->SetBinContent(233,0.02);
     hrf->SetBinContent(234,0.02);
     hrf->SetBinContent(235,0.02);
     hrf->SetBinContent(236,0.02);
     hrf->SetBinContent(237,0.02);
     hrf->SetBinContent(238,0.02);
     hrf->SetBinContent(239,0.02);
     hrf->SetBinContent(240,0.02);
     hrf->SetBinContent(241,0.02);
     hrf->SetBinContent(242,0.02);
     hrf->SetBinContent(243,0.02);
     hrf->SetBinContent(244,0.02);
     hrf->SetBinContent(245,0.02);
     hrf->SetBinContent(246,0.02);
     hrf->SetBinContent(247,0.02);
     hrf->SetBinContent(248,0.02);
     hrf->SetBinContent(249,0.02);
     hrf->SetBinContent(250,0.02);
     hrf->SetBinContent(251,0.02);
     hrf->SetBinContent(252,0.02);
     hrf->SetBinContent(253,0.02);
     hrf->SetBinContent(254,0.02);
     hrf->SetBinContent(255,0.02);
     hrf->SetBinContent(256,0.02);
     hrf->SetBinContent(257,0.02);
     hrf->SetBinContent(258,0.02);
     hrf->SetBinContent(259,0.02);
     hrf->SetBinContent(260,0.02);
     hrf->SetBinContent(261,0.02);
     hrf->SetBinContent(262,0.1);
     hrf->SetBinContent(263,0.1);
     hrf->SetBinContent(264,0.18);
     hrf->SetBinContent(265,0.38);
     hrf->SetBinContent(266,0.38);
     hrf->SetBinContent(267,0.42);
     hrf->SetBinContent(268,0.38);
     hrf->SetBinContent(271,0.5);
     hrf->SetBinContent(272,0.58);
     hrf->SetBinContent(273,0.58);
     hrf->SetBinContent(274,0.58);
     hrf->SetBinContent(275,0.42);
     hrf->SetBinContent(276,0.42);
     hrf->SetBinContent(277,0.38);
     hrf->SetBinContent(278,0.38);
     hrf->SetBinContent(279,0.18);
     hrf->SetBinContent(280,0.38);
     hrf->SetBinContent(281,0.38);
     hrf->SetBinContent(282,0.3);
     hrf->SetBinContent(283,0.3);
     hrf->SetBinContent(284,0.06);
     hrf->SetBinContent(285,0.06);
     hrf->SetBinContent(286,0.02);
     hrf->SetBinContent(287,0.02);
     hrf->SetBinContent(288,0.3);
     hrf->SetBinContent(289,0.02);
     hrf->SetBinContent(290,0.02);
     hrf->SetBinContent(291,0.02);
     hrf->SetBinContent(292,0.02);
     hrf->SetBinContent(293,0.02);
     hrf->SetBinContent(294,0.02);
     hrf->SetBinContent(295,0.02);
     hrf->SetBinContent(296,0.02);
     hrf->SetBinContent(297,0.02);
     hrf->SetBinContent(298,0.02);
     hrf->SetBinContent(299,0.02);
     hrf->SetBinContent(300,0.02);
     hrf->SetBinContent(301,0.02);
     hrf->SetBinContent(302,0.02);
     hrf->SetBinContent(303,0.02);
     hrf->SetBinContent(304,0.02);
     hrf->SetBinContent(305,0.02);
     hrf->SetBinContent(306,0.02);
     hrf->SetBinContent(307,0.02);
     hrf->SetBinContent(308,0.02);
     hrf->SetBinContent(309,0.02);
     hrf->SetBinContent(310,0.02);
     hrf->SetBinContent(311,0.3);
     hrf->SetBinContent(312,0.06);
     hrf->SetBinContent(313,0.02);
     hrf->SetBinContent(314,0.02);
     hrf->SetBinContent(315,0.3);
     hrf->SetBinContent(316,0.18);
     hrf->SetBinContent(317,0.26);
     hrf->SetBinContent(318,0.22);
     hrf->SetBinContent(319,0.34);
     hrf->SetBinContent(320,0.38);
     hrf->SetBinContent(321,0.5);
     hrf->SetBinContent(322,0.38);
     hrf->SetBinContent(325,0.66);
     hrf->SetBinContent(326,0.54);
     hrf->SetBinContent(327,0.58);
     hrf->SetBinContent(328,0.5);
     hrf->SetBinContent(329,0.38);
     hrf->SetBinContent(330,0.58);
     hrf->SetBinContent(331,0.42);
     hrf->SetBinContent(332,0.38);
     hrf->SetBinContent(333,0.38);
     hrf->SetBinContent(334,0.3);
     hrf->SetBinContent(335,0.3);
     hrf->SetBinContent(336,0.38);
     hrf->SetBinContent(337,0.3);
     hrf->SetBinContent(338,0.3);
     hrf->SetBinContent(339,0.34);
     hrf->SetBinContent(340,0.3);
     hrf->SetBinContent(341,0.26);
     hrf->SetBinContent(342,0.3);
     hrf->SetBinContent(343,0.34);
     hrf->SetBinContent(344,0.34);
     hrf->SetBinContent(345,0.34);
     hrf->SetBinContent(346,0.3);
     hrf->SetBinContent(347,0.46);
     hrf->SetBinContent(348,0.34);
     hrf->SetBinContent(349,0.38);
     hrf->SetBinContent(350,0.38);
     hrf->SetBinContent(351,0.3);
     hrf->SetBinContent(352,0.34);
     hrf->SetBinContent(353,0.34);
     hrf->SetBinContent(354,0.34);
     hrf->SetBinContent(355,0.38);
     hrf->SetBinContent(356,0.3);
     hrf->SetBinContent(357,0.3);
     hrf->SetBinContent(358,0.34);
     hrf->SetBinContent(359,0.34);
     hrf->SetBinContent(360,0.34);
     hrf->SetBinContent(361,0.34);
     hrf->SetBinContent(362,0.26);
     hrf->SetBinContent(363,0.38);
     hrf->SetBinContent(364,0.3);
     hrf->SetBinContent(365,0.3);
     hrf->SetBinContent(366,0.26);
     hrf->SetBinContent(367,0.3);
     hrf->SetBinContent(368,0.26);
     hrf->SetBinContent(369,0.3);
     hrf->SetBinContent(370,0.34);
     hrf->SetBinContent(371,0.5);
     hrf->SetBinContent(372,0.46);
     hrf->SetBinContent(373,0.46);
     hrf->SetBinContent(374,0.42);
     hrf->SetBinContent(375,0.54);
     hrf->SetBinContent(376,0.5);
     hrf->SetBinContent(379,0.74);
     hrf->SetBinContent(380,0.66);
     hrf->SetBinContent(381,0.74);
     hrf->SetBinContent(382,0.62);
     hrf->SetBinContent(383,0.54);
     hrf->SetBinContent(384,0.46);
     hrf->SetBinContent(385,0.46);
     hrf->SetBinContent(386,0.38);
     hrf->SetBinContent(387,0.34);
     hrf->SetBinContent(388,0.42);
     hrf->SetBinContent(389,0.46);
     hrf->SetBinContent(390,0.38);
     hrf->SetBinContent(391,0.42);
     hrf->SetBinContent(392,0.34);
     hrf->SetBinContent(393,0.42);
     hrf->SetBinContent(394,0.46);
     hrf->SetBinContent(395,0.38);
     hrf->SetBinContent(396,0.38);
     hrf->SetBinContent(397,0.5);
     hrf->SetBinContent(398,0.38);
     hrf->SetBinContent(399,0.42);
     hrf->SetBinContent(400,0.5);
     hrf->SetBinContent(401,0.38);
     hrf->SetBinContent(402,0.46);
     hrf->SetBinContent(403,0.42);
     hrf->SetBinContent(404,0.46);
     hrf->SetBinContent(405,0.38);
     hrf->SetBinContent(406,0.42);
     hrf->SetBinContent(407,0.46);
     hrf->SetBinContent(408,0.46);
     hrf->SetBinContent(409,0.46);
     hrf->SetBinContent(410,0.34);
     hrf->SetBinContent(411,0.46);
     hrf->SetBinContent(412,0.46);
     hrf->SetBinContent(413,0.46);
     hrf->SetBinContent(414,0.46);
     hrf->SetBinContent(415,0.34);
     hrf->SetBinContent(416,0.46);
     hrf->SetBinContent(417,0.42);
     hrf->SetBinContent(418,0.3);
     hrf->SetBinContent(419,0.46);
     hrf->SetBinContent(420,0.42);
     hrf->SetBinContent(421,0.38);
     hrf->SetBinContent(422,0.38);
     hrf->SetBinContent(423,0.5);
     hrf->SetBinContent(424,0.38);
     hrf->SetBinContent(425,0.46);
     hrf->SetBinContent(426,0.5);
     hrf->SetBinContent(427,0.58);
     hrf->SetBinContent(428,0.5);
     hrf->SetBinContent(429,0.54);
     hrf->SetBinContent(430,0.62);
     hrf->SetBinContent(433,0.74);
     hrf->SetBinContent(434,0.74);
     hrf->SetBinContent(435,0.74);
     hrf->SetBinContent(436,0.66);
     hrf->SetBinContent(437,0.58);
     hrf->SetBinContent(438,0.62);
     hrf->SetBinContent(439,0.54);
     hrf->SetBinContent(440,0.54);
     hrf->SetBinContent(441,0.46);
     hrf->SetBinContent(442,0.42);
     hrf->SetBinContent(443,0.46);
     hrf->SetBinContent(444,0.46);
     hrf->SetBinContent(445,0.34);
     hrf->SetBinContent(446,0.42);
     hrf->SetBinContent(447,0.38);
     hrf->SetBinContent(448,0.46);
     hrf->SetBinContent(449,0.38);
     hrf->SetBinContent(450,0.38);
     hrf->SetBinContent(451,0.5);
     hrf->SetBinContent(452,0.42);
     hrf->SetBinContent(453,0.46);
     hrf->SetBinContent(454,0.54);
     hrf->SetBinContent(455,0.5);
     hrf->SetBinContent(456,0.54);
     hrf->SetBinContent(457,0.46);
     hrf->SetBinContent(458,0.5);
     hrf->SetBinContent(459,0.46);
     hrf->SetBinContent(460,0.5);
     hrf->SetBinContent(461,0.42);
     hrf->SetBinContent(462,0.46);
     hrf->SetBinContent(463,0.5);
     hrf->SetBinContent(464,0.42);
     hrf->SetBinContent(465,0.42);
     hrf->SetBinContent(466,0.42);
     hrf->SetBinContent(467,0.46);
     hrf->SetBinContent(468,0.38);
     hrf->SetBinContent(469,0.5);
     hrf->SetBinContent(470,0.38);
     hrf->SetBinContent(471,0.46);
     hrf->SetBinContent(472,0.42);
     hrf->SetBinContent(473,0.46);
     hrf->SetBinContent(474,0.46);
     hrf->SetBinContent(475,0.34);
     hrf->SetBinContent(476,0.34);
     hrf->SetBinContent(477,0.5);
     hrf->SetBinContent(478,0.42);
     hrf->SetBinContent(479,0.5);
     hrf->SetBinContent(480,0.54);
     hrf->SetBinContent(481,0.62);
     hrf->SetBinContent(482,0.58);
     hrf->SetBinContent(483,0.66);
     hrf->SetBinContent(484,0.74);
     hrf->SetBinContent(487,0.82);
     hrf->SetBinContent(488,0.7);
     hrf->SetBinContent(489,0.66);
     hrf->SetBinContent(490,0.74);
     hrf->SetBinContent(491,0.7);
     hrf->SetBinContent(492,0.62);
     hrf->SetBinContent(493,0.62);
     hrf->SetBinContent(494,0.5);
     hrf->SetBinContent(495,0.46);
     hrf->SetBinContent(496,0.5);
     hrf->SetBinContent(497,0.5);
     hrf->SetBinContent(498,0.46);
     hrf->SetBinContent(499,0.5);
     hrf->SetBinContent(500,0.5);
     hrf->SetBinContent(501,0.42);
     hrf->SetBinContent(502,0.38);
     hrf->SetBinContent(503,0.42);
     hrf->SetBinContent(504,0.5);
     hrf->SetBinContent(505,0.5);
     hrf->SetBinContent(506,0.42);
     hrf->SetBinContent(507,0.5);
     hrf->SetBinContent(508,0.38);
     hrf->SetBinContent(509,0.54);
     hrf->SetBinContent(510,0.46);
     hrf->SetBinContent(511,0.54);
     hrf->SetBinContent(512,0.42);
     hrf->SetBinContent(513,0.5);
     hrf->SetBinContent(514,0.46);
     hrf->SetBinContent(515,0.42);
     hrf->SetBinContent(516,0.5);
     hrf->SetBinContent(517,0.46);
     hrf->SetBinContent(518,0.42);
     hrf->SetBinContent(519,0.42);
     hrf->SetBinContent(520,0.54);
     hrf->SetBinContent(521,0.42);
     hrf->SetBinContent(522,0.5);
     hrf->SetBinContent(523,0.46);
     hrf->SetBinContent(524,0.46);
     hrf->SetBinContent(525,0.38);
     hrf->SetBinContent(526,0.5);
     hrf->SetBinContent(527,0.5);
     hrf->SetBinContent(528,0.38);
     hrf->SetBinContent(529,0.46);
     hrf->SetBinContent(530,0.5);
     hrf->SetBinContent(531,0.42);
     hrf->SetBinContent(532,0.5);
     hrf->SetBinContent(533,0.58);
     hrf->SetBinContent(534,0.58);
     hrf->SetBinContent(535,0.66);
     hrf->SetBinContent(536,0.7);
     hrf->SetBinContent(537,0.66);
     hrf->SetBinContent(538,0.7);
     hrf->SetBinContent(541,0.74);
     hrf->SetBinContent(542,0.74);
     hrf->SetBinContent(543,0.74);
     hrf->SetBinContent(544,0.66);
     hrf->SetBinContent(545,0.74);
     hrf->SetBinContent(546,0.66);
     hrf->SetBinContent(547,0.58);
     hrf->SetBinContent(548,0.58);
     hrf->SetBinContent(549,0.54);
     hrf->SetBinContent(550,0.5);
     hrf->SetBinContent(551,0.54);
     hrf->SetBinContent(552,0.54);
     hrf->SetBinContent(553,0.46);
     hrf->SetBinContent(554,0.42);
     hrf->SetBinContent(555,0.46);
     hrf->SetBinContent(556,0.54);
     hrf->SetBinContent(557,0.5);
     hrf->SetBinContent(558,0.54);
     hrf->SetBinContent(559,0.46);
     hrf->SetBinContent(560,0.42);
     hrf->SetBinContent(561,0.5);
     hrf->SetBinContent(562,0.5);
     hrf->SetBinContent(563,0.62);
     hrf->SetBinContent(564,0.5);
     hrf->SetBinContent(565,0.62);
     hrf->SetBinContent(566,0.42);
     hrf->SetBinContent(567,0.46);
     hrf->SetBinContent(568,0.5);
     hrf->SetBinContent(569,0.5);
     hrf->SetBinContent(570,0.5);
     hrf->SetBinContent(571,0.5);
     hrf->SetBinContent(572,0.58);
     hrf->SetBinContent(573,0.42);
     hrf->SetBinContent(574,0.46);
     hrf->SetBinContent(575,0.58);
     hrf->SetBinContent(576,0.42);
     hrf->SetBinContent(577,0.46);
     hrf->SetBinContent(578,0.5);
     hrf->SetBinContent(579,0.5);
     hrf->SetBinContent(580,0.46);
     hrf->SetBinContent(581,0.42);
     hrf->SetBinContent(582,0.5);
     hrf->SetBinContent(583,0.46);
     hrf->SetBinContent(584,0.5);
     hrf->SetBinContent(585,0.58);
     hrf->SetBinContent(586,0.58);
     hrf->SetBinContent(587,0.62);
     hrf->SetBinContent(588,0.7);
     hrf->SetBinContent(589,0.66);
     hrf->SetBinContent(590,0.7);
     hrf->SetBinContent(591,0.7);
     hrf->SetBinContent(592,0.7);
     hrf->SetBinContent(595,0.74);
     hrf->SetBinContent(596,0.74);
     hrf->SetBinContent(597,0.7);
     hrf->SetBinContent(598,0.78);
     hrf->SetBinContent(599,0.7);
     hrf->SetBinContent(600,0.7);
     hrf->SetBinContent(601,0.66);
     hrf->SetBinContent(602,0.54);
     hrf->SetBinContent(603,0.7);
     hrf->SetBinContent(604,0.54);
     hrf->SetBinContent(605,0.58);
     hrf->SetBinContent(606,0.54);
     hrf->SetBinContent(607,0.46);
     hrf->SetBinContent(608,0.58);
     hrf->SetBinContent(609,0.58);
     hrf->SetBinContent(610,0.5);
     hrf->SetBinContent(611,0.5);
     hrf->SetBinContent(612,0.5);
     hrf->SetBinContent(613,0.58);
     hrf->SetBinContent(614,0.46);
     hrf->SetBinContent(615,0.54);
     hrf->SetBinContent(616,0.58);
     hrf->SetBinContent(617,0.5);
     hrf->SetBinContent(618,0.5);
     hrf->SetBinContent(619,0.5);
     hrf->SetBinContent(620,0.5);
     hrf->SetBinContent(621,0.5);
     hrf->SetBinContent(622,0.54);
     hrf->SetBinContent(623,0.46);
     hrf->SetBinContent(624,0.54);
     hrf->SetBinContent(625,0.54);
     hrf->SetBinContent(626,0.54);
     hrf->SetBinContent(627,0.54);
     hrf->SetBinContent(628,0.54);
     hrf->SetBinContent(629,0.5);
     hrf->SetBinContent(630,0.5);
     hrf->SetBinContent(631,0.46);
     hrf->SetBinContent(632,0.46);
     hrf->SetBinContent(633,0.46);
     hrf->SetBinContent(634,0.5);
     hrf->SetBinContent(635,0.46);
     hrf->SetBinContent(636,0.46);
     hrf->SetBinContent(637,0.5);
     hrf->SetBinContent(638,0.66);
     hrf->SetBinContent(639,0.62);
     hrf->SetBinContent(640,0.62);
     hrf->SetBinContent(641,0.66);
     hrf->SetBinContent(642,0.66);
     hrf->SetBinContent(643,0.58);
     hrf->SetBinContent(644,0.66);
     hrf->SetBinContent(645,0.66);
     hrf->SetBinContent(646,0.74);
     hrf->SetBinContent(649,0.7);
     hrf->SetBinContent(650,0.74);
     hrf->SetBinContent(651,0.74);
     hrf->SetBinContent(652,0.78);
     hrf->SetBinContent(653,0.7);
     hrf->SetBinContent(654,0.7);
     hrf->SetBinContent(655,0.62);
     hrf->SetBinContent(656,0.66);
     hrf->SetBinContent(657,0.74);
     hrf->SetBinContent(658,0.46);
     hrf->SetBinContent(659,0.54);
     hrf->SetBinContent(660,0.5);
     hrf->SetBinContent(661,0.54);
     hrf->SetBinContent(662,0.58);
     hrf->SetBinContent(663,0.42);
     hrf->SetBinContent(664,0.54);
     hrf->SetBinContent(665,0.58);
     hrf->SetBinContent(666,0.62);
     hrf->SetBinContent(667,0.58);
     hrf->SetBinContent(668,0.58);
     hrf->SetBinContent(669,0.58);
     hrf->SetBinContent(670,0.62);
     hrf->SetBinContent(671,0.46);
     hrf->SetBinContent(672,0.5);
     hrf->SetBinContent(673,0.62);
     hrf->SetBinContent(674,0.62);
     hrf->SetBinContent(675,0.66);
     hrf->SetBinContent(676,0.5);
     hrf->SetBinContent(677,0.66);
     hrf->SetBinContent(678,0.5);
     hrf->SetBinContent(679,0.5);
     hrf->SetBinContent(680,0.58);
     hrf->SetBinContent(681,0.54);
     hrf->SetBinContent(682,0.54);
     hrf->SetBinContent(683,0.58);
     hrf->SetBinContent(684,0.62);
     hrf->SetBinContent(685,0.5);
     hrf->SetBinContent(686,0.5);
     hrf->SetBinContent(687,0.54);
     hrf->SetBinContent(688,0.54);
     hrf->SetBinContent(689,0.66);
     hrf->SetBinContent(690,0.58);
     hrf->SetBinContent(691,0.54);
     hrf->SetBinContent(692,0.7);
     hrf->SetBinContent(693,0.7);
     hrf->SetBinContent(694,0.62);
     hrf->SetBinContent(695,0.62);
     hrf->SetBinContent(696,0.66);
     hrf->SetBinContent(697,0.74);
     hrf->SetBinContent(698,0.7);
     hrf->SetBinContent(699,0.74);
     hrf->SetBinContent(700,0.74);
     hrf->SetBinContent(703,0.7);
     hrf->SetBinContent(704,0.78);
     hrf->SetBinContent(705,0.66);
     hrf->SetBinContent(706,0.66);
     hrf->SetBinContent(707,0.66);
     hrf->SetBinContent(708,0.74);
     hrf->SetBinContent(709,0.7);
     hrf->SetBinContent(710,0.66);
     hrf->SetBinContent(711,0.58);
     hrf->SetBinContent(712,0.54);
     hrf->SetBinContent(713,0.58);
     hrf->SetBinContent(714,0.5);
     hrf->SetBinContent(715,0.54);
     hrf->SetBinContent(716,0.66);
     hrf->SetBinContent(717,0.54);
     hrf->SetBinContent(718,0.58);
     hrf->SetBinContent(719,0.66);
     hrf->SetBinContent(720,0.46);
     hrf->SetBinContent(721,0.58);
     hrf->SetBinContent(722,0.5);
     hrf->SetBinContent(723,0.58);
     hrf->SetBinContent(724,0.54);
     hrf->SetBinContent(725,0.58);
     hrf->SetBinContent(726,0.66);
     hrf->SetBinContent(727,0.58);
     hrf->SetBinContent(728,0.62);
     hrf->SetBinContent(729,0.58);
     hrf->SetBinContent(730,0.54);
     hrf->SetBinContent(731,0.54);
     hrf->SetBinContent(732,0.66);
     hrf->SetBinContent(733,0.5);
     hrf->SetBinContent(734,0.62);
     hrf->SetBinContent(735,0.62);
     hrf->SetBinContent(736,0.5);
     hrf->SetBinContent(737,0.54);
     hrf->SetBinContent(738,0.62);
     hrf->SetBinContent(739,0.62);
     hrf->SetBinContent(740,0.58);
     hrf->SetBinContent(741,0.58);
     hrf->SetBinContent(742,0.46);
     hrf->SetBinContent(743,0.46);
     hrf->SetBinContent(744,0.58);
     hrf->SetBinContent(745,0.5);
     hrf->SetBinContent(746,0.66);
     hrf->SetBinContent(747,0.66);
     hrf->SetBinContent(748,0.54);
     hrf->SetBinContent(749,0.78);
     hrf->SetBinContent(750,0.62);
     hrf->SetBinContent(751,0.7);
     hrf->SetBinContent(752,0.66);
     hrf->SetBinContent(753,0.66);
     hrf->SetBinContent(754,0.78);
     hrf->SetBinContent(757,0.82);
     hrf->SetBinContent(758,0.74);
     hrf->SetBinContent(759,0.7);
     hrf->SetBinContent(760,0.78);
     hrf->SetBinContent(761,0.7);
     hrf->SetBinContent(762,0.62);
     hrf->SetBinContent(763,0.78);
     hrf->SetBinContent(764,0.78);
     hrf->SetBinContent(765,0.7);
     hrf->SetBinContent(766,0.62);
     hrf->SetBinContent(767,0.58);
     hrf->SetBinContent(768,0.62);
     hrf->SetBinContent(769,0.66);
     hrf->SetBinContent(770,0.58);
     hrf->SetBinContent(771,0.66);
     hrf->SetBinContent(772,0.54);
     hrf->SetBinContent(773,0.7);
     hrf->SetBinContent(774,0.58);
     hrf->SetBinContent(775,0.58);
     hrf->SetBinContent(776,0.62);
     hrf->SetBinContent(777,0.7);
     hrf->SetBinContent(778,0.62);
     hrf->SetBinContent(779,0.66);
     hrf->SetBinContent(780,0.74);
     hrf->SetBinContent(781,0.54);
     hrf->SetBinContent(782,0.58);
     hrf->SetBinContent(783,0.54);
     hrf->SetBinContent(784,0.62);
     hrf->SetBinContent(785,0.62);
     hrf->SetBinContent(786,0.54);
     hrf->SetBinContent(787,0.54);
     hrf->SetBinContent(788,0.62);
     hrf->SetBinContent(789,0.5);
     hrf->SetBinContent(790,0.58);
     hrf->SetBinContent(791,0.74);
     hrf->SetBinContent(792,0.54);
     hrf->SetBinContent(793,0.58);
     hrf->SetBinContent(794,0.58);
     hrf->SetBinContent(795,0.54);
     hrf->SetBinContent(796,0.62);
     hrf->SetBinContent(797,0.58);
     hrf->SetBinContent(798,0.58);
     hrf->SetBinContent(799,0.7);
     hrf->SetBinContent(800,0.62);
     hrf->SetBinContent(801,0.7);
     hrf->SetBinContent(802,0.7);
     hrf->SetBinContent(803,0.82);
     hrf->SetBinContent(804,0.74);
     hrf->SetBinContent(805,0.74);
     hrf->SetBinContent(806,0.74);
     hrf->SetBinContent(807,0.74);
     hrf->SetBinContent(808,0.74);
     hrf->SetBinContent(811,0.78);
     hrf->SetBinContent(812,0.78);
     hrf->SetBinContent(813,0.86);
     hrf->SetBinContent(814,0.78);
     hrf->SetBinContent(815,0.78);
     hrf->SetBinContent(816,0.82);
     hrf->SetBinContent(817,0.82);
     hrf->SetBinContent(818,0.7);
     hrf->SetBinContent(819,0.7);
     hrf->SetBinContent(820,0.58);
     hrf->SetBinContent(821,0.58);
     hrf->SetBinContent(822,0.66);
     hrf->SetBinContent(823,0.62);
     hrf->SetBinContent(824,0.7);
     hrf->SetBinContent(825,0.58);
     hrf->SetBinContent(826,0.66);
     hrf->SetBinContent(827,0.54);
     hrf->SetBinContent(828,0.62);
     hrf->SetBinContent(829,0.62);
     hrf->SetBinContent(830,0.7);
     hrf->SetBinContent(831,0.78);
     hrf->SetBinContent(832,0.66);
     hrf->SetBinContent(833,0.62);
     hrf->SetBinContent(834,0.66);
     hrf->SetBinContent(835,0.66);
     hrf->SetBinContent(836,0.62);
     hrf->SetBinContent(837,0.66);
     hrf->SetBinContent(838,0.66);
     hrf->SetBinContent(839,0.66);
     hrf->SetBinContent(840,0.78);
     hrf->SetBinContent(841,0.66);
     hrf->SetBinContent(842,0.62);
     hrf->SetBinContent(843,0.66);
     hrf->SetBinContent(844,0.66);
     hrf->SetBinContent(845,0.7);
     hrf->SetBinContent(846,0.7);
     hrf->SetBinContent(847,0.58);
     hrf->SetBinContent(848,0.66);
     hrf->SetBinContent(849,0.78);
     hrf->SetBinContent(850,0.7);
     hrf->SetBinContent(851,0.62);
     hrf->SetBinContent(852,0.62);
     hrf->SetBinContent(853,0.7);
     hrf->SetBinContent(854,0.82);
     hrf->SetBinContent(855,0.66);
     hrf->SetBinContent(856,0.7);
     hrf->SetBinContent(857,0.74);
     hrf->SetBinContent(858,0.66);
     hrf->SetBinContent(859,0.74);
     hrf->SetBinContent(860,0.7);
     hrf->SetBinContent(861,0.78);
     hrf->SetBinContent(862,0.82);
     hrf->SetBinContent(865,0.78);
     hrf->SetBinContent(866,0.74);
     hrf->SetBinContent(867,0.78);
     hrf->SetBinContent(868,0.82);
     hrf->SetBinContent(869,0.78);
     hrf->SetBinContent(870,0.66);
     hrf->SetBinContent(871,0.74);
     hrf->SetBinContent(872,0.7);
     hrf->SetBinContent(873,0.86);
     hrf->SetBinContent(874,0.58);
     hrf->SetBinContent(875,0.62);
     hrf->SetBinContent(876,0.62);
     hrf->SetBinContent(877,0.74);
     hrf->SetBinContent(878,0.66);
     hrf->SetBinContent(879,0.66);
     hrf->SetBinContent(880,0.58);
     hrf->SetBinContent(881,0.66);
     hrf->SetBinContent(882,0.62);
     hrf->SetBinContent(883,0.7);
     hrf->SetBinContent(884,0.66);
     hrf->SetBinContent(885,0.74);
     hrf->SetBinContent(886,0.7);
     hrf->SetBinContent(887,0.62);
     hrf->SetBinContent(888,0.58);
     hrf->SetBinContent(889,0.66);
     hrf->SetBinContent(890,0.62);
     hrf->SetBinContent(891,0.66);
     hrf->SetBinContent(892,0.66);
     hrf->SetBinContent(893,0.74);
     hrf->SetBinContent(894,0.7);
     hrf->SetBinContent(895,0.58);
     hrf->SetBinContent(896,0.7);
     hrf->SetBinContent(897,0.66);
     hrf->SetBinContent(898,0.7);
     hrf->SetBinContent(899,0.66);
     hrf->SetBinContent(900,0.7);
     hrf->SetBinContent(901,0.62);
     hrf->SetBinContent(902,0.58);
     hrf->SetBinContent(903,0.7);
     hrf->SetBinContent(904,0.7);
     hrf->SetBinContent(905,0.7);
     hrf->SetBinContent(906,0.66);
     hrf->SetBinContent(907,0.7);
     hrf->SetBinContent(908,0.74);
     hrf->SetBinContent(909,0.7);
     hrf->SetBinContent(910,0.74);
     hrf->SetBinContent(911,0.74);
     hrf->SetBinContent(912,0.66);
     hrf->SetBinContent(913,0.82);
     hrf->SetBinContent(914,0.78);
     hrf->SetBinContent(915,0.78);
     hrf->SetBinContent(916,0.82);
     hrf->SetBinContent(919,0.86);
     hrf->SetBinContent(920,0.78);
     hrf->SetBinContent(921,0.78);
     hrf->SetBinContent(922,0.78);
     hrf->SetBinContent(923,0.86);
     hrf->SetBinContent(924,0.78);
     hrf->SetBinContent(925,0.7);
     hrf->SetBinContent(926,0.78);
     hrf->SetBinContent(927,0.74);
     hrf->SetBinContent(928,0.62);
     hrf->SetBinContent(929,0.62);
     hrf->SetBinContent(930,0.7);
     hrf->SetBinContent(931,0.78);
     hrf->SetBinContent(932,0.66);
     hrf->SetBinContent(933,0.7);
     hrf->SetBinContent(934,0.7);
     hrf->SetBinContent(935,0.66);
     hrf->SetBinContent(936,0.62);
     hrf->SetBinContent(937,0.7);
     hrf->SetBinContent(938,0.7);
     hrf->SetBinContent(939,0.62);
     hrf->SetBinContent(940,0.74);
     hrf->SetBinContent(941,0.66);
     hrf->SetBinContent(942,0.62);
     hrf->SetBinContent(943,0.66);
     hrf->SetBinContent(944,0.74);
     hrf->SetBinContent(945,0.66);
     hrf->SetBinContent(946,0.66);
     hrf->SetBinContent(947,0.74);
     hrf->SetBinContent(948,0.66);
     hrf->SetBinContent(949,0.66);
     hrf->SetBinContent(950,0.62);
     hrf->SetBinContent(951,0.74);
     hrf->SetBinContent(952,0.74);
     hrf->SetBinContent(953,0.66);
     hrf->SetBinContent(954,0.66);
     hrf->SetBinContent(955,0.7);
     hrf->SetBinContent(956,0.58);
     hrf->SetBinContent(957,0.7);
     hrf->SetBinContent(958,0.66);
     hrf->SetBinContent(959,0.7);
     hrf->SetBinContent(960,0.62);
     hrf->SetBinContent(961,0.7);
     hrf->SetBinContent(962,0.82);
     hrf->SetBinContent(963,0.66);
     hrf->SetBinContent(964,0.74);
     hrf->SetBinContent(965,0.7);
     hrf->SetBinContent(966,0.74);
     hrf->SetBinContent(967,0.78);
     hrf->SetBinContent(968,0.86);
     hrf->SetBinContent(969,0.78);
     hrf->SetBinContent(970,0.78);
     hrf->SetBinContent(973,0.82);
     hrf->SetBinContent(974,0.82);
     hrf->SetBinContent(975,0.74);
     hrf->SetBinContent(976,0.7);
     hrf->SetBinContent(977,0.78);
     hrf->SetBinContent(978,0.74);
     hrf->SetBinContent(979,0.82);
     hrf->SetBinContent(980,0.7);
     hrf->SetBinContent(981,0.74);
     hrf->SetBinContent(982,0.62);
     hrf->SetBinContent(983,0.7);
     hrf->SetBinContent(984,0.7);
     hrf->SetBinContent(985,0.66);
     hrf->SetBinContent(986,0.78);
     hrf->SetBinContent(987,0.62);
     hrf->SetBinContent(988,0.74);
     hrf->SetBinContent(989,0.7);
     hrf->SetBinContent(990,0.7);
     hrf->SetBinContent(991,0.7);
     hrf->SetBinContent(992,0.7);
     hrf->SetBinContent(993,0.82);
     hrf->SetBinContent(994,0.86);
     hrf->SetBinContent(995,0.7);
     hrf->SetBinContent(996,0.7);
     hrf->SetBinContent(997,0.78);
     hrf->SetBinContent(998,0.66);
     hrf->SetBinContent(999,0.74);
     hrf->SetBinContent(1000,0.86);
     hrf->SetBinContent(1001,0.66);
     hrf->SetBinContent(1002,0.66);
     hrf->SetBinContent(1003,0.74);
     hrf->SetBinContent(1004,0.7);
     hrf->SetBinContent(1005,0.62);
     hrf->SetBinContent(1006,0.66);
     hrf->SetBinContent(1007,0.78);
     hrf->SetBinContent(1008,0.7);
     hrf->SetBinContent(1009,0.74);
     hrf->SetBinContent(1010,0.66);
     hrf->SetBinContent(1011,0.78);
     hrf->SetBinContent(1012,0.62);
     hrf->SetBinContent(1013,0.7);
     hrf->SetBinContent(1014,0.58);
     hrf->SetBinContent(1015,0.74);
     hrf->SetBinContent(1016,0.74);
     hrf->SetBinContent(1017,0.7);
     hrf->SetBinContent(1018,0.7);
     hrf->SetBinContent(1019,0.74);
     hrf->SetBinContent(1020,0.78);
     hrf->SetBinContent(1021,0.74);
     hrf->SetBinContent(1022,0.86);
     hrf->SetBinContent(1023,0.86);
     hrf->SetBinContent(1024,0.82);
     hrf->SetBinContent(1027,0.82);
     hrf->SetBinContent(1028,0.82);
     hrf->SetBinContent(1029,0.78);
     hrf->SetBinContent(1030,0.78);
     hrf->SetBinContent(1031,0.78);
     hrf->SetBinContent(1032,0.78);
     hrf->SetBinContent(1033,0.78);
     hrf->SetBinContent(1034,0.78);
     hrf->SetBinContent(1035,0.9);
     hrf->SetBinContent(1036,0.74);
     hrf->SetBinContent(1037,0.62);
     hrf->SetBinContent(1038,0.7);
     hrf->SetBinContent(1039,0.66);
     hrf->SetBinContent(1040,0.7);
     hrf->SetBinContent(1041,0.74);
     hrf->SetBinContent(1042,0.74);
     hrf->SetBinContent(1043,0.74);
     hrf->SetBinContent(1044,0.7);
     hrf->SetBinContent(1045,0.62);
     hrf->SetBinContent(1046,0.74);
     hrf->SetBinContent(1047,0.78);
     hrf->SetBinContent(1048,0.74);
     hrf->SetBinContent(1049,0.78);
     hrf->SetBinContent(1050,0.78);
     hrf->SetBinContent(1051,0.78);
     hrf->SetBinContent(1052,0.74);
     hrf->SetBinContent(1053,0.74);
     hrf->SetBinContent(1054,0.78);
     hrf->SetBinContent(1055,0.74);
     hrf->SetBinContent(1056,0.78);
     hrf->SetBinContent(1057,0.74);
     hrf->SetBinContent(1058,0.74);
     hrf->SetBinContent(1059,0.74);
     hrf->SetBinContent(1060,0.74);
     hrf->SetBinContent(1061,0.7);
     hrf->SetBinContent(1062,0.7);
     hrf->SetBinContent(1063,0.66);
     hrf->SetBinContent(1064,0.74);
     hrf->SetBinContent(1065,0.74);
     hrf->SetBinContent(1066,0.7);
     hrf->SetBinContent(1067,0.7);
     hrf->SetBinContent(1068,0.62);
     hrf->SetBinContent(1069,0.74);
     hrf->SetBinContent(1070,0.7);
     hrf->SetBinContent(1071,0.74);
     hrf->SetBinContent(1072,0.74);
     hrf->SetBinContent(1073,0.82);
     hrf->SetBinContent(1074,0.82);
     hrf->SetBinContent(1075,0.86);
     hrf->SetBinContent(1076,0.78);
     hrf->SetBinContent(1077,0.82);
     hrf->SetBinContent(1078,0.86);
     hrf->SetBinContent(1081,0.86);
     hrf->SetBinContent(1082,0.82);
     hrf->SetBinContent(1083,0.78);
     hrf->SetBinContent(1084,0.78);
     hrf->SetBinContent(1085,0.82);
     hrf->SetBinContent(1086,0.82);
     hrf->SetBinContent(1087,0.82);
     hrf->SetBinContent(1088,0.78);
     hrf->SetBinContent(1089,0.86);
     hrf->SetBinContent(1090,0.74);
     hrf->SetBinContent(1091,0.78);
     hrf->SetBinContent(1092,0.74);
     hrf->SetBinContent(1093,0.7);
     hrf->SetBinContent(1094,0.66);
     hrf->SetBinContent(1095,0.78);
     hrf->SetBinContent(1096,0.74);
     hrf->SetBinContent(1097,0.78);
     hrf->SetBinContent(1098,0.78);
     hrf->SetBinContent(1099,0.78);
     hrf->SetBinContent(1100,0.74);
     hrf->SetBinContent(1101,0.7);
     hrf->SetBinContent(1102,0.82);
     hrf->SetBinContent(1103,0.78);
     hrf->SetBinContent(1104,0.86);
     hrf->SetBinContent(1105,0.78);
     hrf->SetBinContent(1106,0.74);
     hrf->SetBinContent(1107,0.78);
     hrf->SetBinContent(1108,0.74);
     hrf->SetBinContent(1109,0.82);
     hrf->SetBinContent(1110,0.74);
     hrf->SetBinContent(1111,0.82);
     hrf->SetBinContent(1112,0.74);
     hrf->SetBinContent(1113,0.86);
     hrf->SetBinContent(1114,0.82);
     hrf->SetBinContent(1115,0.74);
     hrf->SetBinContent(1116,0.78);
     hrf->SetBinContent(1117,0.74);
     hrf->SetBinContent(1118,0.7);
     hrf->SetBinContent(1119,0.66);
     hrf->SetBinContent(1120,0.66);
     hrf->SetBinContent(1121,0.74);
     hrf->SetBinContent(1122,0.66);
     hrf->SetBinContent(1123,0.7);
     hrf->SetBinContent(1124,0.82);
     hrf->SetBinContent(1125,0.86);
     hrf->SetBinContent(1126,0.74);
     hrf->SetBinContent(1127,0.78);
     hrf->SetBinContent(1128,0.82);
     hrf->SetBinContent(1129,0.78);
     hrf->SetBinContent(1130,0.82);
     hrf->SetBinContent(1131,0.86);
     hrf->SetBinContent(1132,0.82);
     hrf->SetBinContent(1135,0.86);
     hrf->SetBinContent(1136,0.86);
     hrf->SetBinContent(1137,0.9);
     hrf->SetBinContent(1138,0.78);
     hrf->SetBinContent(1139,0.9);
     hrf->SetBinContent(1140,0.86);
     hrf->SetBinContent(1141,0.82);
     hrf->SetBinContent(1142,0.78);
     hrf->SetBinContent(1143,0.86);
     hrf->SetBinContent(1144,0.7);
     hrf->SetBinContent(1145,0.7);
     hrf->SetBinContent(1146,0.74);
     hrf->SetBinContent(1147,0.62);
     hrf->SetBinContent(1148,0.74);
     hrf->SetBinContent(1149,0.74);
     hrf->SetBinContent(1150,0.78);
     hrf->SetBinContent(1151,0.74);
     hrf->SetBinContent(1152,0.74);
     hrf->SetBinContent(1153,0.78);
     hrf->SetBinContent(1154,0.78);
     hrf->SetBinContent(1155,0.78);
     hrf->SetBinContent(1156,0.82);
     hrf->SetBinContent(1157,0.74);
     hrf->SetBinContent(1158,0.78);
     hrf->SetBinContent(1159,0.78);
     hrf->SetBinContent(1160,0.74);
     hrf->SetBinContent(1161,0.78);
     hrf->SetBinContent(1162,0.82);
     hrf->SetBinContent(1163,0.78);
     hrf->SetBinContent(1164,0.78);
     hrf->SetBinContent(1165,0.82);
     hrf->SetBinContent(1166,0.7);
     hrf->SetBinContent(1167,0.78);
     hrf->SetBinContent(1168,0.7);
     hrf->SetBinContent(1169,0.82);
     hrf->SetBinContent(1170,0.74);
     hrf->SetBinContent(1171,0.74);
     hrf->SetBinContent(1172,0.78);
     hrf->SetBinContent(1173,0.74);
     hrf->SetBinContent(1174,0.66);
     hrf->SetBinContent(1175,0.7);
     hrf->SetBinContent(1176,0.7);
     hrf->SetBinContent(1177,0.74);
     hrf->SetBinContent(1178,0.86);
     hrf->SetBinContent(1179,0.86);
     hrf->SetBinContent(1180,0.78);
     hrf->SetBinContent(1181,0.78);
     hrf->SetBinContent(1182,0.82);
     hrf->SetBinContent(1183,0.82);
     hrf->SetBinContent(1184,0.86);
     hrf->SetBinContent(1185,0.86);
     hrf->SetBinContent(1186,0.82);
     hrf->SetBinContent(1189,0.86);
     hrf->SetBinContent(1190,0.82);
     hrf->SetBinContent(1191,0.86);
     hrf->SetBinContent(1192,0.82);
     hrf->SetBinContent(1193,0.86);
     hrf->SetBinContent(1194,0.86);
     hrf->SetBinContent(1195,0.78);
     hrf->SetBinContent(1196,0.86);
     hrf->SetBinContent(1197,0.82);
     hrf->SetBinContent(1198,0.74);
     hrf->SetBinContent(1199,0.74);
     hrf->SetBinContent(1200,0.74);
     hrf->SetBinContent(1201,0.74);
     hrf->SetBinContent(1202,0.7);
     hrf->SetBinContent(1203,0.7);
     hrf->SetBinContent(1204,0.82);
     hrf->SetBinContent(1205,0.74);
     hrf->SetBinContent(1206,0.82);
     hrf->SetBinContent(1207,0.82);
     hrf->SetBinContent(1208,0.78);
     hrf->SetBinContent(1209,0.82);
     hrf->SetBinContent(1210,0.82);
     hrf->SetBinContent(1211,0.82);
     hrf->SetBinContent(1212,0.78);
     hrf->SetBinContent(1213,0.82);
     hrf->SetBinContent(1214,0.78);
     hrf->SetBinContent(1215,0.82);
     hrf->SetBinContent(1216,0.86);
     hrf->SetBinContent(1217,0.74);
     hrf->SetBinContent(1218,0.82);
     hrf->SetBinContent(1219,0.82);
     hrf->SetBinContent(1220,0.78);
     hrf->SetBinContent(1221,0.78);
     hrf->SetBinContent(1222,0.7);
     hrf->SetBinContent(1223,0.74);
     hrf->SetBinContent(1224,0.82);
     hrf->SetBinContent(1225,0.7);
     hrf->SetBinContent(1226,0.78);
     hrf->SetBinContent(1227,0.74);
     hrf->SetBinContent(1228,0.7);
     hrf->SetBinContent(1229,0.7);
     hrf->SetBinContent(1230,0.66);
     hrf->SetBinContent(1231,0.74);
     hrf->SetBinContent(1232,0.78);
     hrf->SetBinContent(1233,0.82);
     hrf->SetBinContent(1234,0.82);
     hrf->SetBinContent(1235,0.78);
     hrf->SetBinContent(1236,0.82);
     hrf->SetBinContent(1237,0.82);
     hrf->SetBinContent(1238,0.82);
     hrf->SetBinContent(1239,0.82);
     hrf->SetBinContent(1240,0.86);
     hrf->SetBinContent(1243,0.86);
     hrf->SetBinContent(1244,0.86);
     hrf->SetBinContent(1245,0.82);
     hrf->SetBinContent(1246,0.86);
     hrf->SetBinContent(1247,0.9);
     hrf->SetBinContent(1248,0.82);
     hrf->SetBinContent(1249,0.86);
     hrf->SetBinContent(1250,0.82);
     hrf->SetBinContent(1251,0.82);
     hrf->SetBinContent(1252,0.78);
     hrf->SetBinContent(1253,0.78);
     hrf->SetBinContent(1254,0.66);
     hrf->SetBinContent(1255,0.7);
     hrf->SetBinContent(1256,0.74);
     hrf->SetBinContent(1257,0.78);
     hrf->SetBinContent(1258,0.78);
     hrf->SetBinContent(1259,0.82);
     hrf->SetBinContent(1260,0.86);
     hrf->SetBinContent(1261,0.82);
     hrf->SetBinContent(1262,0.82);
     hrf->SetBinContent(1263,0.82);
     hrf->SetBinContent(1264,0.78);
     hrf->SetBinContent(1265,0.9);
     hrf->SetBinContent(1266,0.78);
     hrf->SetBinContent(1267,0.82);
     hrf->SetBinContent(1268,0.78);
     hrf->SetBinContent(1269,0.78);
     hrf->SetBinContent(1270,0.78);
     hrf->SetBinContent(1271,0.78);
     hrf->SetBinContent(1272,0.78);
     hrf->SetBinContent(1273,0.86);
     hrf->SetBinContent(1274,0.78);
     hrf->SetBinContent(1275,0.78);
     hrf->SetBinContent(1276,0.74);
     hrf->SetBinContent(1277,0.78);
     hrf->SetBinContent(1278,0.7);
     hrf->SetBinContent(1279,0.7);
     hrf->SetBinContent(1280,0.74);
     hrf->SetBinContent(1281,0.74);
     hrf->SetBinContent(1282,0.74);
     hrf->SetBinContent(1283,0.78);
     hrf->SetBinContent(1284,0.82);
     hrf->SetBinContent(1285,0.74);
     hrf->SetBinContent(1286,0.86);
     hrf->SetBinContent(1287,0.78);
     hrf->SetBinContent(1288,0.86);
     hrf->SetBinContent(1289,0.78);
     hrf->SetBinContent(1290,0.82);
     hrf->SetBinContent(1291,0.86);
     hrf->SetBinContent(1292,0.82);
     hrf->SetBinContent(1293,0.86);
     hrf->SetBinContent(1294,0.82);
     hrf->SetBinContent(1297,0.86);
     hrf->SetBinContent(1298,0.86);
     hrf->SetBinContent(1299,0.82);
     hrf->SetBinContent(1300,0.82);
     hrf->SetBinContent(1301,0.86);
     hrf->SetBinContent(1302,0.82);
     hrf->SetBinContent(1303,0.82);
     hrf->SetBinContent(1304,0.86);
     hrf->SetBinContent(1305,0.86);
     hrf->SetBinContent(1306,0.78);
     hrf->SetBinContent(1307,0.74);
     hrf->SetBinContent(1308,0.7);
     hrf->SetBinContent(1309,0.66);
     hrf->SetBinContent(1310,0.74);
     hrf->SetBinContent(1311,0.74);
     hrf->SetBinContent(1312,0.78);
     hrf->SetBinContent(1313,0.78);
     hrf->SetBinContent(1314,0.78);
     hrf->SetBinContent(1315,0.82);
     hrf->SetBinContent(1316,0.78);
     hrf->SetBinContent(1317,0.82);
     hrf->SetBinContent(1318,0.78);
     hrf->SetBinContent(1319,0.78);
     hrf->SetBinContent(1320,0.78);
     hrf->SetBinContent(1321,0.82);
     hrf->SetBinContent(1322,0.86);
     hrf->SetBinContent(1323,0.82);
     hrf->SetBinContent(1324,0.82);
     hrf->SetBinContent(1325,0.82);
     hrf->SetBinContent(1326,0.74);
     hrf->SetBinContent(1327,0.78);
     hrf->SetBinContent(1328,0.82);
     hrf->SetBinContent(1329,0.78);
     hrf->SetBinContent(1330,0.74);
     hrf->SetBinContent(1331,0.82);
     hrf->SetBinContent(1332,0.78);
     hrf->SetBinContent(1333,0.78);
     hrf->SetBinContent(1334,0.78);
     hrf->SetBinContent(1335,0.74);
     hrf->SetBinContent(1336,0.78);
     hrf->SetBinContent(1337,0.78);
     hrf->SetBinContent(1338,0.7);
     hrf->SetBinContent(1339,0.7);
     hrf->SetBinContent(1340,0.86);
     hrf->SetBinContent(1341,0.82);
     hrf->SetBinContent(1342,0.82);
     hrf->SetBinContent(1343,0.82);
     hrf->SetBinContent(1344,0.86);
     hrf->SetBinContent(1345,0.86);
     hrf->SetBinContent(1346,0.86);
     hrf->SetBinContent(1347,0.9);
     hrf->SetBinContent(1348,0.86);
     hrf->SetBinContent(1351,0.86);
     hrf->SetBinContent(1352,0.82);
     hrf->SetBinContent(1353,0.9);
     hrf->SetBinContent(1354,0.86);
     hrf->SetBinContent(1355,0.86);
     hrf->SetBinContent(1356,0.9);
     hrf->SetBinContent(1357,0.82);
     hrf->SetBinContent(1358,0.86);
     hrf->SetBinContent(1359,0.9);
     hrf->SetBinContent(1360,0.74);
     hrf->SetBinContent(1361,0.78);
     hrf->SetBinContent(1362,0.78);
     hrf->SetBinContent(1363,0.74);
     hrf->SetBinContent(1364,0.78);
     hrf->SetBinContent(1365,0.74);
     hrf->SetBinContent(1366,0.82);
     hrf->SetBinContent(1367,0.82);
     hrf->SetBinContent(1368,0.86);
     hrf->SetBinContent(1369,0.82);
     hrf->SetBinContent(1370,0.82);
     hrf->SetBinContent(1371,0.78);
     hrf->SetBinContent(1372,0.82);
     hrf->SetBinContent(1373,0.78);
     hrf->SetBinContent(1374,0.78);
     hrf->SetBinContent(1375,0.82);
     hrf->SetBinContent(1376,0.78);
     hrf->SetBinContent(1377,0.78);
     hrf->SetBinContent(1378,0.82);
     hrf->SetBinContent(1379,0.78);
     hrf->SetBinContent(1380,0.82);
     hrf->SetBinContent(1381,0.86);
     hrf->SetBinContent(1382,0.82);
     hrf->SetBinContent(1383,0.82);
     hrf->SetBinContent(1384,0.78);
     hrf->SetBinContent(1385,0.82);
     hrf->SetBinContent(1386,0.82);
     hrf->SetBinContent(1387,0.86);
     hrf->SetBinContent(1388,0.74);
     hrf->SetBinContent(1389,0.82);
     hrf->SetBinContent(1390,0.7);
     hrf->SetBinContent(1391,0.7);
     hrf->SetBinContent(1392,0.78);
     hrf->SetBinContent(1393,0.78);
     hrf->SetBinContent(1394,0.9);
     hrf->SetBinContent(1395,0.86);
     hrf->SetBinContent(1396,0.86);
     hrf->SetBinContent(1397,0.9);
     hrf->SetBinContent(1398,0.86);
     hrf->SetBinContent(1399,0.9);
     hrf->SetBinContent(1400,0.82);
     hrf->SetBinContent(1401,0.9);
     hrf->SetBinContent(1402,0.9);
     hrf->SetBinContent(1405,0.9);
     hrf->SetBinContent(1406,0.86);
     hrf->SetBinContent(1407,0.86);
     hrf->SetBinContent(1408,0.94);
     hrf->SetBinContent(1409,0.86);
     hrf->SetBinContent(1410,0.86);
     hrf->SetBinContent(1411,0.86);
     hrf->SetBinContent(1412,0.86);
     hrf->SetBinContent(1413,0.86);
     hrf->SetBinContent(1414,0.82);
     hrf->SetBinContent(1415,0.74);
     hrf->SetBinContent(1416,0.7);
     hrf->SetBinContent(1417,0.78);
     hrf->SetBinContent(1418,0.74);
     hrf->SetBinContent(1419,0.78);
     hrf->SetBinContent(1420,0.78);
     hrf->SetBinContent(1421,0.78);
     hrf->SetBinContent(1422,0.86);
     hrf->SetBinContent(1423,0.78);
     hrf->SetBinContent(1424,0.82);
     hrf->SetBinContent(1425,0.82);
     hrf->SetBinContent(1426,0.82);
     hrf->SetBinContent(1427,0.78);
     hrf->SetBinContent(1428,0.78);
     hrf->SetBinContent(1429,0.86);
     hrf->SetBinContent(1430,0.82);
     hrf->SetBinContent(1431,0.86);
     hrf->SetBinContent(1432,0.86);
     hrf->SetBinContent(1433,0.82);
     hrf->SetBinContent(1434,0.9);
     hrf->SetBinContent(1435,0.82);
     hrf->SetBinContent(1436,0.86);
     hrf->SetBinContent(1437,0.82);
     hrf->SetBinContent(1438,0.9);
     hrf->SetBinContent(1439,0.82);
     hrf->SetBinContent(1440,0.78);
     hrf->SetBinContent(1441,0.78);
     hrf->SetBinContent(1442,0.82);
     hrf->SetBinContent(1443,0.74);
     hrf->SetBinContent(1444,0.82);
     hrf->SetBinContent(1445,0.78);
     hrf->SetBinContent(1446,0.82);
     hrf->SetBinContent(1447,0.78);
     hrf->SetBinContent(1448,0.9);
     hrf->SetBinContent(1449,0.82);
     hrf->SetBinContent(1450,0.86);
     hrf->SetBinContent(1451,0.86);
     hrf->SetBinContent(1452,0.86);
     hrf->SetBinContent(1453,0.86);
     hrf->SetBinContent(1454,0.86);
     hrf->SetBinContent(1455,0.86);
     hrf->SetBinContent(1456,0.86);
     hrf->SetBinContent(1459,0.9);
     hrf->SetBinContent(1460,0.86);
     hrf->SetBinContent(1461,0.9);
     hrf->SetBinContent(1462,0.9);
     hrf->SetBinContent(1463,0.9);
     hrf->SetBinContent(1464,0.9);
     hrf->SetBinContent(1465,0.86);
     hrf->SetBinContent(1466,0.86);
     hrf->SetBinContent(1467,0.9);
     hrf->SetBinContent(1468,0.78);
     hrf->SetBinContent(1469,0.82);
     hrf->SetBinContent(1470,0.7);
     hrf->SetBinContent(1471,0.78);
     hrf->SetBinContent(1472,0.78);
     hrf->SetBinContent(1473,0.78);
     hrf->SetBinContent(1474,0.82);
     hrf->SetBinContent(1475,0.82);
     hrf->SetBinContent(1476,0.86);
     hrf->SetBinContent(1477,0.82);
     hrf->SetBinContent(1478,0.86);
     hrf->SetBinContent(1479,0.82);
     hrf->SetBinContent(1480,0.82);
     hrf->SetBinContent(1481,0.9);
     hrf->SetBinContent(1482,0.9);
     hrf->SetBinContent(1483,0.82);
     hrf->SetBinContent(1484,0.86);
     hrf->SetBinContent(1485,0.9);
     hrf->SetBinContent(1486,0.86);
     hrf->SetBinContent(1487,0.78);
     hrf->SetBinContent(1488,0.9);
     hrf->SetBinContent(1489,0.86);
     hrf->SetBinContent(1490,0.86);
     hrf->SetBinContent(1491,0.82);
     hrf->SetBinContent(1492,0.78);
     hrf->SetBinContent(1493,0.86);
     hrf->SetBinContent(1494,0.82);
     hrf->SetBinContent(1495,0.78);
     hrf->SetBinContent(1496,0.82);
     hrf->SetBinContent(1497,0.78);
     hrf->SetBinContent(1498,0.74);
     hrf->SetBinContent(1499,0.74);
     hrf->SetBinContent(1500,0.78);
     hrf->SetBinContent(1501,0.78);
     hrf->SetBinContent(1502,0.86);
     hrf->SetBinContent(1503,0.86);
     hrf->SetBinContent(1504,0.82);
     hrf->SetBinContent(1505,0.86);
     hrf->SetBinContent(1506,0.86);
     hrf->SetBinContent(1507,0.86);
     hrf->SetBinContent(1508,0.86);
     hrf->SetBinContent(1509,0.9);
     hrf->SetBinContent(1510,0.9);
     hrf->SetBinContent(1513,0.86);
     hrf->SetBinContent(1514,0.9);
     hrf->SetBinContent(1515,0.9);
     hrf->SetBinContent(1516,0.9);
     hrf->SetBinContent(1517,0.9);
     hrf->SetBinContent(1518,0.86);
     hrf->SetBinContent(1519,0.86);
     hrf->SetBinContent(1520,0.9);
     hrf->SetBinContent(1521,0.9);
     hrf->SetBinContent(1522,0.78);
     hrf->SetBinContent(1523,0.78);
     hrf->SetBinContent(1524,0.78);
     hrf->SetBinContent(1525,0.74);
     hrf->SetBinContent(1526,0.78);
     hrf->SetBinContent(1527,0.82);
     hrf->SetBinContent(1528,0.78);
     hrf->SetBinContent(1529,0.82);
     hrf->SetBinContent(1530,0.86);
     hrf->SetBinContent(1531,0.82);
     hrf->SetBinContent(1532,0.86);
     hrf->SetBinContent(1533,0.86);
     hrf->SetBinContent(1534,0.78);
     hrf->SetBinContent(1535,0.86);
     hrf->SetBinContent(1536,0.82);
     hrf->SetBinContent(1537,0.82);
     hrf->SetBinContent(1538,0.82);
     hrf->SetBinContent(1539,0.9);
     hrf->SetBinContent(1540,0.82);
     hrf->SetBinContent(1541,0.82);
     hrf->SetBinContent(1542,0.82);
     hrf->SetBinContent(1543,0.9);
     hrf->SetBinContent(1544,0.9);
     hrf->SetBinContent(1545,0.82);
     hrf->SetBinContent(1546,0.82);
     hrf->SetBinContent(1547,0.82);
     hrf->SetBinContent(1548,0.82);
     hrf->SetBinContent(1549,0.82);
     hrf->SetBinContent(1550,0.82);
     hrf->SetBinContent(1551,0.82);
     hrf->SetBinContent(1552,0.78);
     hrf->SetBinContent(1553,0.82);
     hrf->SetBinContent(1554,0.82);
     hrf->SetBinContent(1555,0.82);
     hrf->SetBinContent(1556,0.86);
     hrf->SetBinContent(1557,0.86);
     hrf->SetBinContent(1558,0.86);
     hrf->SetBinContent(1559,0.9);
     hrf->SetBinContent(1560,0.86);
     hrf->SetBinContent(1561,0.86);
     hrf->SetBinContent(1562,0.86);
     hrf->SetBinContent(1563,0.86);
     hrf->SetBinContent(1564,0.82);
 
     return hrf;
}