TrigEgammaMonitorAnalysisAlgorithm.cxx

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#include "TrigEgammaMonitorAnalysisAlgorithm.h"
#include "AthContainers/Decorator.h"
 
 
 
TrigEgammaMonitorAnalysisAlgorithm::TrigEgammaMonitorAnalysisAlgorithm( const std::string& name, ISvcLocator* pSvcLocator ):
  TrigEgammaMonitorBaseAlgorithm( name, pSvcLocator )
 
{}
 
TrigEgammaMonitorAnalysisAlgorithm::~TrigEgammaMonitorAnalysisAlgorithm()
{}
 
 
StatusCode TrigEgammaMonitorAnalysisAlgorithm::initialize() 
{
  ATH_MSG_INFO("TrigEgammaMonitorAnalysisAlgorithm::initialize()..."); 
  ATH_CHECK(TrigEgammaMonitorBaseAlgorithm::initialize());
 
  return StatusCode::SUCCESS;
}
 
 
// *********************************************************************************
 
 
 
void TrigEgammaMonitorAnalysisAlgorithm::fillLabel( const ToolHandle<GenericMonitoringTool>& groupHandle, 
                                                    const std::string &histname, 
                                                    const std::string &label ) const
{
  auto mon = Monitored::Scalar<std::string>( histname, label );
  fill( groupHandle, mon );
}
 
 
 
// *********************************************************************************
 
void TrigEgammaMonitorAnalysisAlgorithm::fillEfficiencies( const EventContext& ctx,
                                                           const std::vector< std::pair< const xAOD::Egamma*, const TrigCompositeUtils::Decision * >>& pairObjs,
                                                           const TrigInfo& info, const bool onlyHLT ) const
{
 
  std::vector< std::pair< const xAOD::Egamma*, const TrigCompositeUtils::Decision * >> pair_vec;
  std::vector< std::pair< const xAOD::Egamma*, const TrigCompositeUtils::Decision * >> pair_iso_vec;
 
  std::vector<asg::AcceptData> accept_vec;
  std::vector<asg::AcceptData> accept_iso_vec;
 
  std::vector<asg::AcceptData> emu_accept_vec;
  std::vector<asg::AcceptData> emu_accept_iso_vec;
 
  ATH_MSG_DEBUG("Inside fillEfficiencies:  pairObject which is passed to function is:  " << pairObjs.size());
 
  for( auto pairObj : pairObjs ){
 
      ATH_MSG_DEBUG("Print decision = " << pairObj.second);
      if(pairObj.first->type()==xAOD::Type::Electron){
        auto passBits=tdt()->isPassedBits(info.trigger);
          if(!((passBits & TrigDefs::L1_isPassedAfterVeto)  && ((passBits & TrigDefs::EF_prescaled)==0))){
            ATH_MSG_DEBUG("Prescaled trigger: " << info.trigger << " Skipping to normalize efficiencies");
            continue;
          }
          const xAOD::Electron* el = static_cast<const xAOD::Electron *> (pairObj.first);
          float et = getEt(el)/Gaudi::Units::GeV;
          if(et < info.etthr-5.0) continue; 
 
      }else if(pairObj.first->type()==xAOD::Type::Photon){
          ATH_MSG_DEBUG("FILL EFFICIENCY IS LOOKING AT PHOTONS");
          float et = getCluster_et(pairObj.first)/Gaudi::Units::GeV;
          ATH_MSG_DEBUG("raw cluster et (MeV?) = " << getCluster_et(pairObj.first));
          ATH_MSG_DEBUG("et: " << et);
          ATH_MSG_DEBUG("info.etthr: " << info.etthr);
          if(et < info.etthr-5.0) continue; 
 
          // Applying FixedCutLoose isolation on the offline photon as recommended  in the twiki:
          // https://twiki.cern.ch/twiki/bin/viewauth/AtlasProtected/IsolationSelectionTool#Photons
          bool pass_CaloIso = getIsolation_topoetcone20(pairObj.first)/getCluster_et(pairObj.first) < 0.065;
          bool pass_trkIso = getIsolation_ptcone20(pairObj.first)/getCluster_et(pairObj.first) < 0.05; 
 
          ATH_MSG_DEBUG(" pass_CaloIso  :" <<  pass_CaloIso );
          ATH_MSG_DEBUG("  pass_trkIso :" <<  pass_trkIso );
 
          if (!pass_CaloIso || !pass_trkIso){
              ATH_MSG_DEBUG("Did not passed FixedCutLoose offline isolationFixedCutLoose offline isolation");
              continue; // pass FixedCutLoose offline isolation
 
          }
      } // Offline photon
 
    
    // Good pair to be measure
    if(m_doEmulation){ // Emulation
        bool valid=false;
        auto acceptData = m_emulatorTool->emulate( pairObj.second, info.trigger , valid);
        // skip this probe since the emulation is not possible. Avoid diff denominators between emulation and efficiecy
        if(!valid) {
            ATH_MSG_DEBUG("Emulation fail. Skip this probe...");
            continue;
        } 
        emu_accept_vec.push_back( acceptData );
        static const SG::Decorator<bool> IsolatedDec("Isolated");
        if( IsolatedDec(*pairObj.first) ){
            emu_accept_iso_vec.push_back(acceptData);
        }
    }
 
    // Good pair to be measure
    { // Efficiency
        pair_vec.push_back(pairObj);
        auto acceptData = setAccept( pairObj.second, info, onlyHLT );
        accept_vec.push_back(acceptData);
        static const SG::Decorator<bool> IsolatedDec("Isolated");
        if( IsolatedDec(*pairObj.first) ){
            pair_iso_vec.push_back(pairObj);
            accept_iso_vec.push_back(acceptData);
        }
    }
 
 
  }
 
  std::string dirname= "Efficiency";
  std::string l2step = "FastElectron";
  if( info.signature == "Electron" or info.signature == "e" ){
    l2step = "FastElectron";
  }else if( info.signature == "Photon" or info.signature == "g" ){
    l2step = "FastPhoton";
  }
  fillEfficiency(ctx, "L1Calo"        , "L1Calo"   , info.pidname, info, pair_vec , accept_vec, dirname);
  fillEfficiency(ctx, "FastCalo"      , "L2Calo"   , info.pidname, info, pair_vec , accept_vec, dirname);
  fillEfficiency(ctx, l2step          , "L2"       , info.pidname, info, pair_vec , accept_vec, dirname);
  fillEfficiency(ctx, "PrecisionCalo" , "EFCalo"   , info.pidname, info, pair_vec , accept_vec, dirname);
  fillEfficiency(ctx, "HLT"           , "HLT"      , info.pidname, info, pair_vec , accept_vec, dirname);
 
  ATH_MSG_DEBUG("THE SIZE OF PAIR_VEC IS:  " << pair_vec.size());
  ATH_MSG_DEBUG("THE SIZE OF accept_VEC IS:  " << accept_vec.size());
  ATH_MSG_DEBUG("INFO.PIDNAME: " << info.pidname);
  
  
  if( m_detailedHists ){
    for( const auto& pid : m_isemname ){
      fillEfficiency(ctx, "HLT_" + pid, "HLT", pid, info, pair_vec , accept_vec, dirname);
      fillEfficiency(ctx, "HLT_" + pid + "Iso", "HLT", pid, info, pair_iso_vec, accept_iso_vec, dirname );
    }
    for( const auto& pid : m_lhname ){
      fillEfficiency(ctx, "HLT_" + pid, "HLT", pid, info, pair_vec, accept_vec, dirname );
      fillEfficiency(ctx, "HLT_" + pid + "Iso", "HLT", pid, info, pair_iso_vec, accept_iso_vec, dirname );
    }
  } 
 
  // Fill emulator efficiency plots
  if ( m_doEmulation ){
      dirname= "Emulation";
      fillEfficiency(ctx, "L1Calo"        , "L1Calo"   , info.pidname, info, pair_vec , emu_accept_vec, dirname);
      fillEfficiency(ctx, "FastCalo"      , "L2Calo"   , info.pidname, info, pair_vec , emu_accept_vec, dirname);
      fillEfficiency(ctx, l2step          , "L2"       , info.pidname, info, pair_vec , emu_accept_vec, dirname);
      fillEfficiency(ctx, "PrecisionCalo" , "EFCalo"   , info.pidname, info, pair_vec , emu_accept_vec, dirname);
      fillEfficiency(ctx, "HLT"           , "HLT"      , info.pidname, info, pair_vec , emu_accept_vec, dirname);
  }
 
    // Fill Inefficiencies
    fillInefficiency( info.pidname, info, pair_vec , accept_vec);
 
}
 
// *********************************************************************************
 
 
void TrigEgammaMonitorAnalysisAlgorithm::fillEfficiency( const EventContext& ctx,
                                                         const std::string &subgroup,
                                                         const std::string &level,
                                                         const std::string &pidword,
                                                         const TrigInfo& info,
                                                         const std::vector< std::pair< const xAOD::Egamma *, 
                             const TrigCompositeUtils::Decision* >>& pairObjs,
                                                         const std::vector< asg::AcceptData >& acceptObjs ,
                                                         const std::string& dirname ) const
{
    const float etthr = info.etthr;
    const std::string trigger = info.trigger;
    auto monGroup = getGroup( trigger + "_"+dirname+"_" + subgroup );
 
    std::vector<float> et_vec, highet_vec, pt_vec, eta_vec, phi_vec, avgmu_vec, npvtx_vec,et_slice0_vec,et_slice1_vec,et_slice2_vec,et_slice3_vec, ptvarcone20rel_vec, ptvarcone30rel_vec, z0_vec, d0_vec;
    std::vector<float> match_et_vec, match_highet_vec, match_pt_vec, match_eta_vec, match_phi_vec, match_avgmu_vec, match_npvtx_vec, match_ptvarcone20rel_vec, match_ptvarcone30rel_vec, match_z0_vec, match_d0_vec;
    std::vector<bool> et_passed_vec, et_failed_vec, highet_passed_vec, highet_failed_vec, pt_passed_vec, eta_passed_vec, eta_failed_vec, phi_passed_vec, avgmu_passed_vec, npvtx_passed_vec;
    std::vector<bool> ptvarcone20rel_passed_vec, ptvarcone30rel_passed_vec, z0_passed_vec, d0_passed_vec;
    std::vector<bool> et_slice0_passed_vec,et_slice1_passed_vec,et_slice2_passed_vec,et_slice3_passed_vec;
 
    auto et_col     = Monitored::Collection( "et"     , et_vec );
    auto highet_col = Monitored::Collection( "highet" , highet_vec );
    auto pt_col     = Monitored::Collection( "pt"     , pt_vec );
    auto eta_col    = Monitored::Collection( "eta"    , eta_vec );
    auto phi_col    = Monitored::Collection( "phi"    , phi_vec );
    auto avgmu_col  = Monitored::Collection( "avgmu"  , avgmu_vec );
    auto npvtx_col  = Monitored::Collection( "npvtx"  , npvtx_vec );
    auto ptvarcone20rel_col  = Monitored::Collection( "ptvarcone20rel"  , ptvarcone20rel_vec );
    auto ptvarcone30rel_col  = Monitored::Collection( "ptvarcone30rel"  , ptvarcone30rel_vec );
 
    auto z0_col     = Monitored::Collection( "z0"  , z0_vec );
    auto d0_col     = Monitored::Collection( "d0"  , d0_vec );
    
    auto match_et_col     = Monitored::Collection( "match_et"     , match_et_vec );
    auto match_highet_col = Monitored::Collection( "match_ethigh" , match_highet_vec );
    auto match_pt_col     = Monitored::Collection( "match_pt"     , match_pt_vec );
    auto match_eta_col    = Monitored::Collection( "match_eta"    , match_eta_vec );
    auto match_phi_col    = Monitored::Collection( "match_phi"    , match_phi_vec );
    auto match_avgmu_col  = Monitored::Collection( "match_avgmu"  , match_avgmu_vec );
    auto match_npvtx_col  = Monitored::Collection( "match_npvtx"  , match_npvtx_vec );
    auto match_ptvarcone20rel_col  = Monitored::Collection( "match_ptvarcone20rel"  , match_ptvarcone20rel_vec );
    auto match_ptvarcone30rel_col  = Monitored::Collection( "match_ptvarcone30rel"  , match_ptvarcone30rel_vec );
 
    auto match_z0_col     = Monitored::Collection( "match_z0"     , match_z0_vec );
    auto match_d0_col     = Monitored::Collection( "match_d0"     , match_d0_vec );
 
    auto et_passed_col     = Monitored::Collection( "et_passed"     , et_passed_vec );
    auto et_failed_col     = Monitored::Collection( "et_failed"     , et_failed_vec );
    auto highet_passed_col = Monitored::Collection( "highet_passed" , highet_passed_vec );
    auto highet_failed_col = Monitored::Collection( "highet_failed" , highet_failed_vec );
    auto pt_passed_col     = Monitored::Collection( "pt_passed"     , pt_passed_vec );
    auto eta_passed_col    = Monitored::Collection( "eta_passed"    , eta_passed_vec );
    auto eta_failed_col    = Monitored::Collection( "eta_failed"    , eta_failed_vec );
    auto phi_passed_col    = Monitored::Collection( "phi_passed"    , phi_passed_vec );
    auto avgmu_passed_col  = Monitored::Collection( "avgmu_passed"  , avgmu_passed_vec );
    auto npvtx_passed_col  = Monitored::Collection( "npvtx_passed"  , npvtx_passed_vec );
    auto ptvarcone20rel_passed_col  = Monitored::Collection( "ptvarcone20rel_passed"  , ptvarcone20rel_passed_vec );
    auto ptvarcone30rel_passed_col  = Monitored::Collection( "ptvarcone30rel_passed"  , ptvarcone30rel_passed_vec );
 
    auto z0_passed_col     = Monitored::Collection( "z0_passed"     , z0_passed_vec );
    auto d0_passed_col     = Monitored::Collection( "d0_passed"     , d0_passed_vec );
 
    // For ET efficiency analysis in eta slices
    auto et_slice0_col     = Monitored::Collection( "et_slice0"     , et_slice0_vec );
    auto et_slice1_col     = Monitored::Collection( "et_slice1"     , et_slice1_vec );
    auto et_slice2_col     = Monitored::Collection( "et_slice2"     , et_slice2_vec );
    auto et_slice3_col     = Monitored::Collection( "et_slice3"     , et_slice3_vec );
 
    auto et_slice0_passed_col     = Monitored::Collection( "et_slice0_passed"     , et_slice0_passed_vec );
    auto et_slice1_passed_col     = Monitored::Collection( "et_slice1_passed"     , et_slice1_passed_vec );
    auto et_slice2_passed_col     = Monitored::Collection( "et_slice2_passed"     , et_slice2_passed_vec );
    auto et_slice3_passed_col     = Monitored::Collection( "et_slice3_passed"     , et_slice3_passed_vec );
 
    unsigned iObj=0;
 
    SG::Decorator<bool> pidwordDec("is"+pidword);
    for( auto pairObj : pairObjs ){
        
        bool pid=true;
        bool isPassed = acceptObjs[iObj].getCutResult( level );
        float et=0.;
        float ptvarcone20rel = -99.0;
        float ptvarcone30rel = -99.0;
        float z0 = -99.0;
        float d0 = -99.0;
        const auto *eg = pairObj.first;
        ATH_MSG_DEBUG("Default pid " << pid << " te " << isPassed);
        if(xAOD::EgammaHelpers::isElectron(eg)){
            ATH_MSG_DEBUG("Offline Electron with pidword " << pidword);
            const xAOD::Electron* el =static_cast<const xAOD::Electron*> (eg);
            pid=pidwordDec(*el);
            ATH_MSG_DEBUG("Electron pid " << pid);
            et = getEt(el)/Gaudi::Units::GeV;
            if (el->pt() > 0) {
                ptvarcone20rel = getIsolation_ptvarcone20(el)/el->pt();
                ptvarcone30rel = getIsolation_ptvarcone30(el)/el->pt();
            }
            z0 = getTrack_z0(el);
            d0 = getTrack_d0(el);
        }
        else  et=eg->caloCluster()->et()/Gaudi::Units::GeV;
 
        float eta = eg->caloCluster()->etaBE(2);
        float phi = eg->phi();
        float pt = eg->pt()/Gaudi::Units::GeV;
        float avgmu=lbAverageInteractionsPerCrossing( ctx );
        float npvtx=0.0;
        
        ATH_MSG_DEBUG("PID decision efficiency " << pidwordDec(*eg));
        
        if(pid){  
            et_vec.push_back( et );
            pt_vec.push_back( pt );
            highet_vec.push_back( et );
 
            if(et > etthr+1.0){
                eta_vec.push_back(eta);
                phi_vec.push_back(phi);
                avgmu_vec.push_back(avgmu);
                npvtx_vec.push_back(npvtx);
                ptvarcone20rel_vec.push_back(ptvarcone20rel);
                ptvarcone30rel_vec.push_back(ptvarcone30rel);
                z0_vec.push_back(z0);
                d0_vec.push_back(d0);
            }
 
            if(abs(eta)<=0.8){
                    et_slice0_vec.push_back(et);
            }else if( abs(eta) > 0.80 && abs(eta) <= 1.37 ){
                    et_slice1_vec.push_back(et);
            }else if( abs(eta) > 1.37 && abs(eta) <= 1.54 ){
                    et_slice2_vec.push_back(et);
            }else if( abs(eta) > 1.54 && abs(eta) <= 2.50 ){
                    et_slice3_vec.push_back(et);
            }
 
            if(isPassed) {
                match_et_vec.push_back( et );
                match_pt_vec.push_back( pt );
                match_highet_vec.push_back( et );
 
                if(et > etthr+1.0){
                    match_eta_vec.push_back(eta);
                    match_phi_vec.push_back(phi);
                    match_avgmu_vec.push_back(avgmu);
                    match_npvtx_vec.push_back(npvtx);
                    match_ptvarcone20rel_vec.push_back(ptvarcone20rel);
                    match_ptvarcone30rel_vec.push_back(ptvarcone30rel);
                    match_z0_vec.push_back(z0);
                    match_d0_vec.push_back(d0);
                }
 
                et_passed_vec.push_back( true );
                et_failed_vec.push_back( false ); 
                pt_passed_vec.push_back( true ); 
                highet_passed_vec.push_back( true ); 
                highet_failed_vec.push_back( false );
 
                if(abs(eta)<=0.8){
                    et_slice0_passed_vec.push_back(true);
                }else if( abs(eta) > 0.80 && abs(eta) <= 1.37 ){
                    et_slice1_passed_vec.push_back(true);
                }else if( abs(eta) > 1.37 && abs(eta) <= 1.54 ){
                    et_slice2_passed_vec.push_back(true);
                }else if( abs(eta) > 1.54 && abs(eta) <= 2.50 ){
                    et_slice3_passed_vec.push_back(true);
                }
 
                if(et > etthr+1.0){
                    eta_passed_vec.push_back( true );
                    eta_failed_vec.push_back( false ); 
                    phi_passed_vec.push_back( true ); 
                    avgmu_passed_vec.push_back( true ); 
                    npvtx_passed_vec.push_back( true ); 
                    ptvarcone20rel_passed_vec.push_back( true ); 
                    ptvarcone30rel_passed_vec.push_back( true ); 
                    z0_passed_vec.push_back( true ); 
                    d0_passed_vec.push_back( true ); 
                }
            } // Passes Trigger selection
            else {
 
                et_passed_vec.push_back( false );
                et_failed_vec.push_back( true ); 
                pt_passed_vec.push_back( false ); 
                highet_passed_vec.push_back( false );
                highet_failed_vec.push_back( true );
 
                if(abs(eta)<=0.8){
            et_slice0_passed_vec.push_back(false);
                }else if( abs(eta) > 0.80 && abs(eta) <= 1.37 ){
                    et_slice1_passed_vec.push_back(false);
                }else if( abs(eta) > 1.37 && abs(eta) <= 1.54 ){
                    et_slice2_passed_vec.push_back(false);
                }else if( abs(eta) > 1.54 && abs(eta) <= 2.50 ){
                    et_slice3_passed_vec.push_back(false);
                }
 
                if(et > etthr+1.0){
                    eta_passed_vec.push_back( false );
                    eta_failed_vec.push_back( true ); 
                    phi_passed_vec.push_back( false ); 
                    avgmu_passed_vec.push_back( false ); 
                    npvtx_passed_vec.push_back( false ); 
                    ptvarcone20rel_passed_vec.push_back( false );
                    ptvarcone30rel_passed_vec.push_back( false );
                    z0_passed_vec.push_back( false ); 
                    d0_passed_vec.push_back( false ); 
                }
            } // Fails Trigger selection
 
        } // Passes offline pid, fill histograms
        iObj++;
    }
 
    fill( monGroup, et_col, highet_col, pt_col, eta_col, phi_col, avgmu_col, npvtx_col, ptvarcone20rel_col, ptvarcone30rel_col, z0_col, d0_col,
          match_et_col, match_highet_col, match_pt_col, match_eta_col, match_phi_col, match_avgmu_col, match_npvtx_col, match_ptvarcone20rel_col, match_ptvarcone30rel_col,match_z0_col,match_d0_col,
          et_passed_col, et_failed_col, highet_passed_col, highet_failed_col, pt_passed_col, eta_passed_col, eta_failed_col, phi_passed_col, avgmu_passed_col, npvtx_passed_col, ptvarcone20rel_passed_col, ptvarcone30rel_passed_col, z0_passed_col, d0_passed_col,  
          et_slice0_col,et_slice1_col,et_slice2_col,et_slice3_col,et_slice0_passed_col,et_slice1_passed_col,et_slice2_passed_col,et_slice3_passed_col);
 
}
// *********************************************************************************
 
 
void TrigEgammaMonitorAnalysisAlgorithm::fillInefficiency( const std::string &pidword,
                                                         const TrigInfo& info,
                                                         const std::vector< std::pair< const xAOD::Egamma *, 
                                                         const TrigCompositeUtils::Decision* >>& pairObjs,
                                                         const std::vector< asg::AcceptData >& acceptObjs ) const
{
    auto monGroup = getGroup(info.trigger+"_Inefficiency");
    unsigned iObj=0;
    SG::Decorator<bool> pidwordDec("is"+pidword);
    for( auto pairObj : pairObjs ){
        
        bool pid=true;
        bool isPassedL1Calo     = acceptObjs[iObj].getCutResult( "L1Calo");
        bool isPassedL2Calo     = acceptObjs[iObj].getCutResult( "L2Calo");
        bool isPassedL2         = acceptObjs[iObj].getCutResult( "L2"    );
        bool isPassedEFCalo     = acceptObjs[iObj].getCutResult( "EFCalo");
        bool isPassedHLT        = acceptObjs[iObj].getCutResult( "HLT"   );
 
        const auto *eg = pairObj.first;
        if(xAOD::EgammaHelpers::isElectron(eg)){
            ATH_MSG_DEBUG("Offline Electron with pidword " << pidword);
            const xAOD::Electron* el =static_cast<const xAOD::Electron*> (eg);
            pid=pidwordDec(*el);
            ATH_MSG_DEBUG("Electron pid " << pid);
        }
        if(pid){
            if(!isPassedL1Calo){
                fillLabel(monGroup, "InefficiencyCounts", "L1Calo"  );
            }if(!isPassedL2Calo){
                fillLabel(monGroup, "InefficiencyCounts", "L2Calo"  );
            }if(!isPassedL2){
                fillLabel(monGroup, "InefficiencyCounts", "L2"      );
            }if(!isPassedEFCalo){
                fillLabel(monGroup, "InefficiencyCounts", "EFCalo"  );
            }if(!isPassedHLT){
                fillLabel(monGroup, "InefficiencyCounts", "HLT"     );
            }
        }
      iObj++;
    } 
}
 
 
void TrigEgammaMonitorAnalysisAlgorithm::fillDistributions( const EventContext& ctx, const std::vector< std::pair< const xAOD::Egamma*, const TrigCompositeUtils::Decision * >>& pairObjs,
                                                           const TrigInfo& info ) const
{
 
  const std::string trigger = info.trigger;
 
  unsigned int condition=TrigDefs::Physics;
 
  // Offline
  std::vector<const xAOD::Egamma*> eg_vec;
  std::vector<const xAOD::Electron*> el_vec;
  for( auto pairObj: pairObjs )
  {
      eg_vec.push_back(pairObj.first);
      if( xAOD::EgammaHelpers::isElectron(pairObj.first)){
          const xAOD::Electron* elOff = static_cast<const xAOD::Electron*> (pairObj.first);
          el_vec.push_back(elOff);
      }
  }
 
  // Offline
  fillShowerShapes( trigger, eg_vec, false );
  fillTracking( ctx, trigger, el_vec, false );
 
  // L1Calo
  {
    //  Fill L1 features
    auto initRois =  tdt()->features<TrigRoiDescriptorCollection>(trigger,condition,"",TrigDefs::allFeaturesOfType,"initialRoI");       
    
    if (info.L1Legacy){
        std::vector<const xAOD::EmTauRoI*> l1_vec;
        for( auto &initRoi: initRois ){               
            if( !initRoi.link.isValid() ) continue;      
            const auto *feat = match()->getL1Feature( initRoi.source );
            if(feat) l1_vec.push_back(feat);
        }
        fillL1Calo( trigger, l1_vec );
    }else{
        std::vector<const xAOD::eFexEMRoI*> l1_vec;
        for( auto &initRoi: initRois ){               
            if( !initRoi.link.isValid() ) continue;      
            const auto *feat = match()->getL1eEMFeature( initRoi.source );
            if(feat) l1_vec.push_back(feat);
        }
        fillL1eEM( trigger, l1_vec );
    }
 
  }
      
    
  // L2Calo
  {
    std::vector<const xAOD::TrigEMCluster*> emCluster_vec;
    auto vec =  tdt()->features<xAOD::TrigEMClusterContainer>(trigger,condition ,match()->key("FastCalo") );      
    for(auto &featLinkInfo : vec ){                                             
      if(! featLinkInfo.isValid() ) continue;
      const auto *feat = *(featLinkInfo.link);                   
      if(!feat) continue;
      emCluster_vec.push_back(feat);
    }
    fillL2Calo( trigger, emCluster_vec );
  }
  // EFCalo
  {
    std::string key = match()->key("PrecisionCalo_Electron");
    if(info.signature == "Photon" or info.signature == "g") key = match()->key("PrecisionCalo_Photon");
    if(info.lrt) key = match()->key("PrecisionCalo_LRT");
    if(info.ion) key = match()->key("PrecisionCalo_HI");
    
    std::vector<const xAOD::CaloCluster* > clus_vec;
    auto vec =  tdt()->features<xAOD::CaloClusterContainer>(trigger,condition,key);      
    for(auto &featLinkInfo : vec ){                                             
      if(! featLinkInfo.isValid() ) continue;
      const auto *feat = *(featLinkInfo.link);                   
      if(!feat) continue;
      clus_vec.push_back(feat);
    } 
    fillEFCalo( trigger,  clus_vec );
  }
 
  if ( info.signature == "Electron" or info.signature == "e" ){
      
      // L2 Electron
      {
          std::string key = match()->key("FastElectrons");
          if(info.lrt) key = match()->key("FastElectrons_LRT");
          
          std::vector<const xAOD::TrigElectron*> el_vec;
          // Get only passed objects
          auto vec =  tdt()->features<xAOD::TrigElectronContainer>(trigger,condition,key );      
          for( auto &featLinkInfo : vec ){
              if(! featLinkInfo.isValid() ) continue;
              const auto *feat = *(featLinkInfo.link);
              if(!feat) continue;
              el_vec.push_back(feat);
          }
          fillL2Electron( trigger, el_vec );
      }
      // HLT Electron
      {
          std::string key = match()->key("Electrons_GSF");
          if(info.nogsf) key = match()->key("Electrons");
          if(info.lrt) key = match()->key("Electrons_LRT");
         
          std::vector<const xAOD::Electron*> el_vec;
          std::vector<const xAOD::Egamma*> eg_vec;
          auto vec =  tdt()->features<xAOD::ElectronContainer>(trigger, condition ,key );      
          for( auto &featLinkInfo : vec ){
              if(! featLinkInfo.isValid() ) continue;
              const auto *feat = *(featLinkInfo.link);
              if(!feat) continue;
              el_vec.push_back(feat);
              eg_vec.push_back(feat);
          }
          fillShowerShapes( trigger, eg_vec, true );
          fillTracking( ctx, trigger, el_vec, true );
      }
  }else if ( info.signature == "Photon" or info.signature == "g"){
        // Fast Photon
      {
          std::string key = match()->key("FastPhotons");         
          std::vector<const xAOD::TrigPhoton*> ph_vec;
          // Get only passed objects
          auto vec =  tdt()->features<xAOD::TrigPhotonContainer>(trigger,condition,key );      
          for( auto &featLinkInfo : vec ){
              if(! featLinkInfo.isValid() ) continue;
              const auto *feat = *(featLinkInfo.link);
              if(!feat) continue;
              ph_vec.push_back(feat);
          }
          fillL2Photon( trigger, ph_vec );
      }
 
      // HLT Photon
      {
          std::vector<const xAOD::Egamma*> ph_vec;
          auto vec =  tdt()->features<xAOD::PhotonContainer>(trigger,condition ,match()->key("Photons") );      
          for( auto &featLinkInfo : vec ){
              if(! featLinkInfo.isValid() ) continue;
              const auto *feat = *(featLinkInfo.link);
              if(!feat) continue;
              ph_vec.push_back(feat);
          }
          fillShowerShapes( trigger, ph_vec, true );
      }
  }else{
      ATH_MSG_INFO( "Chain type not specified" );
  }
 
}
 
 
 
 
void TrigEgammaMonitorAnalysisAlgorithm::fillL1Calo( const std::string &trigger, const std::vector< const xAOD::EmTauRoI* >& l1_vec ) const 
{
    auto monGroup = getGroup(trigger+"_Distributions_L1Calo");
 
    std::vector<float> eta_vec, phi_vec, energy_vec, roi_et_vec, emIso_vec, hadCore_vec;
 
    auto eta_col      = Monitored::Collection( "eta"     , eta_vec       );
    auto phi_col      = Monitored::Collection( "phi"     , phi_vec       );
    auto energy_col   = Monitored::Collection( "energy"  , energy_vec    );
    auto roi_et_col   = Monitored::Collection( "roi_et"  , roi_et_vec    );
    auto emIso_col    = Monitored::Collection( "emIso"   , emIso_vec     );
    auto hadCore_col  = Monitored::Collection( "hadCore" , hadCore_vec  );
 
    for( const auto *l1 : l1_vec )
    {
      if(!l1)  continue;
      eta_vec.push_back( l1->eta() );
      phi_vec.push_back( l1->phi() );
      energy_vec.push_back( l1->emClus()/Gaudi::Units::GeV );
      roi_et_vec.push_back( l1->eT()/Gaudi::Units::GeV );
      emIso_vec.push_back( l1->emIsol()/Gaudi::Units::GeV );
      hadCore_vec.push_back( l1->hadCore()/Gaudi::Units::GeV );
    }
 
    fill( monGroup, eta_col, phi_col, energy_col, roi_et_col, emIso_col, hadCore_col );
 
}
 
 
void TrigEgammaMonitorAnalysisAlgorithm::fillL1eEM( const std::string &trigger, const std::vector< const xAOD::eFexEMRoI* >& l1_vec ) const 
{
    auto monGroup = getGroup(trigger+"_Distributions_L1Calo");
 
    std::vector<float> eta_vec, phi_vec, et_vec, wstot_vec, reta_vec, rhad_vec;
 
    auto et_col       = Monitored::Collection( "et"      , et_vec        );
    auto eta_col      = Monitored::Collection( "eta"     , eta_vec       );
    auto phi_col      = Monitored::Collection( "phi"     , phi_vec       );
    auto wstot_col    = Monitored::Collection( "Wstot"   , wstot_vec     );
    auto reta_col     = Monitored::Collection( "Reta"    , reta_vec      );
    auto rhad_col     = Monitored::Collection( "Rhad"    , rhad_vec      );
 
 
    for( const auto *l1 : l1_vec )
    {
      if(!l1)  continue;
      et_vec.push_back( l1->et()/Gaudi::Units::GeV );
      eta_vec.push_back( l1->eta() );
      phi_vec.push_back( l1->phi() );
      wstot_vec.push_back( l1->Wstot() );
      reta_vec.push_back( l1->Reta() );
      rhad_vec.push_back( l1->Rhad() );
    }
 
    fill( monGroup, eta_col, phi_col, et_col, wstot_col, reta_col, rhad_col );
 
}
 
 
 
void TrigEgammaMonitorAnalysisAlgorithm::fillL2Calo(const std::string &trigger, const std::vector< const xAOD::TrigEMCluster *>& emCluster_vec) const
{
    auto monGroup = getGroup(trigger+"_Distributions_L2Calo");
    
    std::vector<float> et_vec,highet_vec, eta_vec, phi_vec;
    
    auto et_col   = Monitored::Collection("et" , et_vec  );
    auto highet_col   = Monitored::Collection("highet" , highet_vec  );    
    auto eta_col  = Monitored::Collection("eta", eta_vec );    
    auto phi_col  = Monitored::Collection("phi", phi_vec );    
    
    for ( const auto *emCluster : emCluster_vec )
    {
      if(!emCluster)  continue;
      et_vec.push_back(  emCluster->et()/Gaudi::Units::GeV );
      highet_vec.push_back(  emCluster->et()/Gaudi::Units::GeV );
      eta_vec.push_back( emCluster->eta() );
      phi_vec.push_back( emCluster->phi() );
    }
 
    fill( monGroup, et_col, eta_col, phi_col, highet_col );
 
 
}
 
 
 
void TrigEgammaMonitorAnalysisAlgorithm::fillL2Electron(const std::string &trigger, const std::vector< const xAOD::TrigElectron* >& el_vec) const
{
 
    auto monGroup = getGroup(trigger+"_Distributions_L2Electron");
    
    std::vector<float> et_vec, eta_vec, phi_vec, highet_vec;
    
    auto et_col   = Monitored::Collection("et" , et_vec  ); 
    auto highet_col   = Monitored::Collection("highet" , highet_vec  );    
    auto eta_col  = Monitored::Collection("eta", eta_vec );    
    auto phi_col  = Monitored::Collection("phi", phi_vec );    
    
    for ( const auto *el : el_vec )
    {
      if(!el)  continue;
      et_vec.push_back( el->pt()/Gaudi::Units::GeV );
      highet_vec.push_back( el->pt()/Gaudi::Units::GeV );
      eta_vec.push_back( el->eta() );
      phi_vec.push_back( el->phi() );
    }
 
    fill( monGroup, et_col, eta_col, phi_col, highet_col );
}
 
void TrigEgammaMonitorAnalysisAlgorithm::fillL2Photon(const std::string &trigger, const std::vector< const xAOD::TrigPhoton* >& ph_vec) const
{
 
    auto monGroup = getGroup(trigger+"_Distributions_L2Photon");
    
    std::vector<float> et_vec, eta_vec, phi_vec, highet_vec;
    
    auto et_col   = Monitored::Collection("et" , et_vec  ); 
    auto highet_col   = Monitored::Collection("highet" , highet_vec  );    
    auto eta_col  = Monitored::Collection("eta", eta_vec );    
    auto phi_col  = Monitored::Collection("phi", phi_vec );    
    
    for ( const auto *ph : ph_vec )
    {
      if(!ph)  continue;
      et_vec.push_back( ph->pt()/Gaudi::Units::GeV );
      highet_vec.push_back( ph->pt()/Gaudi::Units::GeV );
      eta_vec.push_back( ph->eta() );
      phi_vec.push_back( ph->phi() );
    }
 
    fill( monGroup, et_col, eta_col, phi_col, highet_col );
}
 
 
void TrigEgammaMonitorAnalysisAlgorithm::fillEFCalo(const std::string &trigger, const std::vector< const xAOD::CaloCluster*>& clus_vec) const
{
    
    auto monGroup = getGroup( trigger + "_Distributions_EFCalo" );
    
   
    std::vector<float> energyBE0_vec, energyBE1_vec, energyBE2_vec, energyBE3_vec, 
      energy_vec, et_vec, eta_vec, phi_vec, eta_calo_vec, phi_calo_vec, highet_vec;
   
 
 
    auto energyBE0_col  = Monitored::Collection("energyBE0", energyBE0_vec);
    auto energyBE1_col  = Monitored::Collection("energyBE1", energyBE1_vec);
    auto energyBE2_col  = Monitored::Collection("energyBE2", energyBE2_vec);
    auto energyBE3_col  = Monitored::Collection("energyBE3", energyBE3_vec);
    auto energy_col     = Monitored::Collection("energy"   , energy_vec );
    auto et_col         = Monitored::Collection("et"       , et_vec );
    auto highet_col     = Monitored::Collection("highet"   , highet_vec );
    auto eta_col        = Monitored::Collection("eta"      , eta_vec );
    auto phi_col        = Monitored::Collection("phi"      , phi_vec );
    auto eta_calo_col   = Monitored::Collection("eta_calo" , eta_calo_vec );
    auto phi_calo_col   = Monitored::Collection("phi_calo" , phi_calo_vec );
 
    for ( const auto *clus : clus_vec )
    {
        double tmpeta = -999.;
        if(!clus->retrieveMoment(xAOD::CaloCluster::ETACALOFRAME,tmpeta))
            tmpeta=-999.;
        double tmpphi = -999.;
        if(!clus->retrieveMoment(xAOD::CaloCluster::PHICALOFRAME,tmpphi))
            tmpphi=-999.;
     
        energyBE0_vec.push_back( clus->energyBE(0)/Gaudi::Units::GeV ); 
        energyBE1_vec.push_back( clus->energyBE(1)/Gaudi::Units::GeV ); 
        energyBE2_vec.push_back( clus->energyBE(2)/Gaudi::Units::GeV ); 
        energyBE3_vec.push_back( clus->energyBE(3)/Gaudi::Units::GeV ); 
        energy_vec.push_back( clus->e()/Gaudi::Units::GeV ); 
        et_vec.push_back( clus->et()/Gaudi::Units::GeV ); 
        highet_vec.push_back( clus->et()/Gaudi::Units::GeV ); 
        eta_vec.push_back( clus->eta() );
        phi_vec.push_back( clus->phi() );
        eta_calo_vec.push_back( tmpeta );
        phi_calo_vec.push_back( tmpphi );
 
    }
 
 
    fill( monGroup,  energyBE0_col, energyBE1_col, energyBE2_col, energyBE3_col, 
      energy_col, et_col, eta_col, phi_col, eta_calo_col, phi_calo_col, highet_col);
}
 
 
 
 
 
void TrigEgammaMonitorAnalysisAlgorithm::fillShowerShapes(const std::string &trigger, const std::vector<const xAOD::Egamma*>& eg_vec , bool online) const 
{
    
    ATH_MSG_DEBUG("Fill SS distributions: " << trigger);
    auto monGroup = getGroup( trigger + ( online ? "_Distributions_HLT" : "_Distributions_Offline") );
    
    std::vector<float> Rhad_vec, Rhad1_vec, Reta_vec, Rphi_vec, weta1_vec, weta2_vec, 
      f1_vec, f3_vec, eratio_vec, et_vec, highet_vec , eta_vec, phi_vec, topoetcone20_vec, topoetcone40_shift_vec, 
      topoetcone20_rel_vec, topoetcone40_shift_rel_vec, ptvarcone20_rel_vec, pt_vec, mu_vec, pt_track_vec, z0_vec, res_etVsEt_vec, res_eprobht_vec, res_cnv_et_vec;
 
    auto Rhad_col               = Monitored::Collection("Rhad"     , Rhad_vec    );
    auto Rhad1_col              = Monitored::Collection("Rhad1"    , Rhad1_vec   );
    auto Reta_col               = Monitored::Collection("Reta"     , Reta_vec    );
    auto Rphi_col               = Monitored::Collection("Rphi"     , Rphi_vec    );
    auto weta1_col              = Monitored::Collection("weta1"    , weta1_vec   );
    auto weta2_col              = Monitored::Collection("weta2"    , weta2_vec   );
    auto f1_col                 = Monitored::Collection("f1"       , f1_vec      );
    auto f3_col                 = Monitored::Collection("f3"       , f3_vec      );
    auto eratio_col             = Monitored::Collection("eratio"   , eratio_vec  );
    auto et_col                 = Monitored::Collection("et"       , et_vec      );
    auto highet_col             = Monitored::Collection("highet"   , highet_vec  );
    auto eta_col                = Monitored::Collection("eta"      , eta_vec     );
    auto phi_col                = Monitored::Collection("phi"      , phi_vec     );
    auto topoetcone20_col       = Monitored::Collection("topoetcone20", topoetcone20_vec);
    auto topoetcone40_shift_col = Monitored::Collection("topoetcone40_shift",  topoetcone40_shift_vec );
    auto topoetcone20_rel_col   = Monitored::Collection("topoetcone20_rel", topoetcone20_rel_vec);
    auto topoetcone40_shift_rel_col   = Monitored::Collection("topoetcone40_shift_rel",  topoetcone40_shift_rel_vec );
    auto ptvarcone20_rel_col    = Monitored::Collection("ptvarcone20_rel",  ptvarcone20_rel_vec );
    auto pt_col                 = Monitored::Collection("pt",  pt_vec );
    auto mu_col                 = Monitored::Collection("mu",  mu_vec );
    auto pt_track_col           = Monitored::Collection("pt_track",  pt_track_vec );
    auto z0_col                 = Monitored::Collection("z0",  z0_vec );
    auto res_etVsEt_col         = Monitored::Collection("res_etVsEt",  res_etVsEt_vec );
    auto res_eprobht_col        = Monitored::Collection("res_eprobht",  res_eprobht_vec );
    auto res_cnv_et_col         = Monitored::Collection("res_cnv_et",  res_cnv_et_vec );
     
    for ( const auto *eg : eg_vec ){
 
        if(!eg) continue;
 
        Rhad_vec.push_back( getShowerShape_Rhad(eg));
        Rhad1_vec.push_back( getShowerShape_Rhad(eg));
        Reta_vec.push_back( getShowerShape_Reta(eg));
        Rphi_vec.push_back( getShowerShape_Rphi(eg));
        weta1_vec.push_back( getShowerShape_weta1(eg));
        weta2_vec.push_back( getShowerShape_weta2(eg));
        f1_vec.push_back( getShowerShape_f1(eg));
        f3_vec.push_back( getShowerShape_f3(eg));
        eratio_vec.push_back( getShowerShape_Eratio(eg));
        et_vec.push_back( eg->pt()/Gaudi::Units::GeV);
        highet_vec.push_back( eg->pt()/Gaudi::Units::GeV);
        eta_vec.push_back( eg->eta());
        phi_vec.push_back( eg->phi());
        topoetcone20_vec.push_back( getIsolation_topoetcone20(eg)/Gaudi::Units::GeV);
        topoetcone40_shift_vec.push_back( (getIsolation_topoetcone40(eg)-2450)/Gaudi::Units::GeV );
        
        if (eg->pt() > 0) {
            topoetcone20_rel_vec.push_back( getIsolation_topoetcone20(eg)/eg->pt());
            topoetcone40_shift_rel_vec.push_back( (getIsolation_topoetcone40(eg)-2450)/eg->pt() );       
        }
 
    }// Loop over egamma objects
 
    fill( monGroup, Rhad_col, Rhad1_col, Reta_col, Rphi_col, weta1_col, weta2_col, 
          f1_col, f3_col, eratio_col, et_col, highet_col , eta_col, phi_col, topoetcone20_col, topoetcone40_shift_col, 
          topoetcone20_rel_col, topoetcone40_shift_rel_col, ptvarcone20_rel_col, pt_col, mu_col, pt_track_col, z0_col, res_etVsEt_col, res_eprobht_col, res_cnv_et_col);
 
}
 
 
void TrigEgammaMonitorAnalysisAlgorithm::fillTracking(const EventContext& ctx, const std::string &trigger, const std::vector< const xAOD::Electron *>& eg_vec, bool online ) const
{
 
    ATH_MSG_DEBUG("Fill tracking");
    
    auto monGroup = getGroup( trigger + ( online ? "_Distributions_HLT" : "_Distributions_Offline") );
    
    std::vector<float> deta1_vec, deta1_EMECA_vec, deta1_EMECC_vec, deta1_EMEBA_vec, deta1_EMEBC_vec, deta2_vec, dphi2_vec,
      dphiresc_vec, eprobht_vec, npixhits_vec, nscthits_vec, charge_vec, ptcone20_vec, ptvarcone20_vec, ptcone30_vec, ptvarcone30_vec, z0_vec, d0_vec, d0sig_vec, 
      pt_vec,pt_trk_vec, ptcone20_rel_vec, ptvarcone20_rel_vec, ptcone30_rel_vec, ptvarcone30_rel_vec, eta_vec, mu_vec;
 
    auto deta1_col            = Monitored::Collection( "deta1"       , deta1_vec           );
    auto deta1_EMECA_col      = Monitored::Collection( "deta1_EMECA" , deta1_EMECA_vec     );
    auto deta1_EMECC_col      = Monitored::Collection( "deta1_EMECC" , deta1_EMECC_vec     );
    auto deta1_EMEBA_col      = Monitored::Collection( "deta1_EMEBA" , deta1_EMEBA_vec     );
    auto deta1_EMEBC_col      = Monitored::Collection( "deta1_EMEBC" , deta1_EMEBC_vec     );
    auto deta2_col            = Monitored::Collection( "deta2"       , deta2_vec           );
    auto dphi2_col            = Monitored::Collection( "dphi2"       , dphi2_vec           );
    auto dphiresc_col         = Monitored::Collection( "dphiresc"    , dphiresc_vec        );
    auto eprobht_col          = Monitored::Collection( "eprobht"     , eprobht_vec         );
    auto npixhits_col         = Monitored::Collection( "npixhits"    , npixhits_vec        );
    auto nscthits_col         = Monitored::Collection( "nscthits"    , nscthits_vec        );
    auto charge_col           = Monitored::Collection( "charge"      , charge_vec          );
    auto ptcone20_col         = Monitored::Collection( "ptcone20"    , ptcone20_vec        );
    auto ptvarcone20_col      = Monitored::Collection( "ptvarcone20" , ptvarcone20_vec     );
    auto ptcone30_col         = Monitored::Collection( "ptcone30"    , ptcone30_vec        );
    auto ptvarcone30_col      = Monitored::Collection( "ptvarcone30" , ptvarcone30_vec     );
    auto z0_col               = Monitored::Collection( "z0"          , z0_vec              );
    auto d0_col               = Monitored::Collection( "d0"          , d0_vec              );
    auto d0sig_col            = Monitored::Collection( "d0sig"       , d0sig_vec           );
    auto pt_col               = Monitored::Collection( "pt"          , pt_vec              );
    auto pt_trk_col           = Monitored::Collection( "pt_track"    , pt_trk_vec          );
    auto ptcone20_rel_col     = Monitored::Collection( "ptcone20_rel", ptcone20_rel_vec    );
    auto ptvarcone20_rel_col  = Monitored::Collection( "ptvarcone20_rel" , ptvarcone20_rel_vec );
    auto ptcone30_rel_col     = Monitored::Collection( "ptcone30_rel", ptcone30_rel_vec    );
    auto ptvarcone30_rel_col  = Monitored::Collection( "ptvarcone30_rel" , ptvarcone30_rel_vec );
 
    auto eta_col              = Monitored::Collection( "eta"         , eta_vec             );
    auto mu_col               = Monitored::Collection( "mu"          , mu_vec              );
 
 
    for ( const auto *eg : eg_vec ){
    
      if(!eg)  continue;
 
      float cleta = 0.;
      if(eg->caloCluster()) cleta=eg->caloCluster()->eta();
      else cleta=eg->eta();
      
      deta1_vec.push_back( getCaloTrackMatch_deltaEta1(eg));
 
      if(cleta > 1.375 && cleta < 3.2)
          deta1_EMECA_vec.push_back( getCaloTrackMatch_deltaEta1(eg));
      if(cleta < -1.375 && cleta > -3.2)
          deta1_EMECC_vec.push_back( getCaloTrackMatch_deltaEta1(eg));
      if(cleta > 0 && cleta < 1.375)
          deta1_EMEBA_vec.push_back( getCaloTrackMatch_deltaEta1(eg));
      if(cleta < 0 && cleta > -1.375)
          deta1_EMEBC_vec.push_back( getCaloTrackMatch_deltaEta1(eg));
      
      deta2_vec.push_back( getCaloTrackMatch_deltaEta2(eg));
      dphi2_vec.push_back(  getCaloTrackMatch_deltaPhi2(eg));
      dphiresc_vec.push_back( getCaloTrackMatch_deltaPhiRescaled2(eg));
      eprobht_vec.push_back( getTrackSummaryFloat_eProbabilityHT(eg));
      npixhits_vec.push_back( getTrackSummary_numberOfPixelHits(eg));
      nscthits_vec.push_back( getTrackSummary_numberOfSCTHits(eg));
      charge_vec.push_back( eg->charge());
      ptcone20_vec.push_back( getIsolation_ptcone20(eg)/Gaudi::Units::GeV);
      ptvarcone20_vec.push_back( getIsolation_ptvarcone20(eg)/Gaudi::Units::GeV);
      ptcone30_vec.push_back( getIsolation_ptcone30(eg)/Gaudi::Units::GeV);
      ptvarcone30_vec.push_back( getIsolation_ptvarcone30(eg)/Gaudi::Units::GeV);
      
      // Quantities directly from tracks
      ATH_MSG_DEBUG("Get track Quantities");
      z0_vec.push_back( getTrack_z0(eg));
      d0_vec.push_back( getTrack_d0(eg));
      d0sig_vec.push_back(getD0sig(eg));
      pt_vec.push_back( eg->pt()/Gaudi::Units::GeV);
      pt_trk_vec.push_back( getTrack_pt(eg)/Gaudi::Units::GeV);
      eta_vec.push_back(eg->eta());
 
      const float avgmu=lbAverageInteractionsPerCrossing( ctx );
      mu_vec.push_back( avgmu );
 
      if (eg->pt() > 0) {
          ptcone20_rel_vec.push_back( getIsolation_ptcone20(eg)/eg->pt());
          ptvarcone20_rel_vec.push_back(  getIsolation_ptvarcone20(eg)/eg->pt());
          ptcone30_rel_vec.push_back( getIsolation_ptcone30(eg)/eg->pt());
          ptvarcone30_rel_vec.push_back(  getIsolation_ptvarcone30(eg)/eg->pt());
      }
 
    }
    
    
    fill( monGroup, deta1_col, deta1_EMECA_col, deta1_EMECC_col, deta1_EMEBA_col, deta1_EMEBC_col, deta2_col, dphi2_col,
      dphiresc_col, eprobht_col, npixhits_col, nscthits_col, charge_col, ptcone20_col, ptvarcone20_col, ptcone30_col, ptvarcone30_col, z0_col, d0_col, d0sig_col,
      pt_col, ptcone20_rel_col, ptvarcone20_rel_col, ptcone30_rel_col, ptvarcone30_rel_col, eta_col, mu_col,pt_trk_col);
}
 
 

//
//
 
 
void TrigEgammaMonitorAnalysisAlgorithm::fillResolutions( const EventContext& ctx,
                                                          const std::vector< std::pair< const xAOD::Egamma*, const TrigCompositeUtils::Decision * >>& pairObjs,
                                                          const TrigInfo& info ) const
{
 
  std::vector< std::pair< const xAOD::Egamma*, const xAOD::EmTauRoI * >> pair_l1_vec;
  std::vector< std::pair< const xAOD::Egamma*, const TrigCompositeUtils::Decision * >> pair_eg_vec;
  const std::string trigger = info.trigger;
 
  SG::Decorator<bool> pidnameDec("is"+info.pidname);
  for( auto pairObj : pairObjs ){
 
    const xAOD::Egamma* eg = pairObj.first;
    const auto *feat = pairObj.second;
 
    if (feat){
 
      //
      // Get only off and l1 where the offline object passed by the offline pid selector
      //
      const auto *l1 = match()->getL1Feature( feat  );
      if(eg->type()==xAOD::Type::Electron){
        const xAOD::Electron* el = static_cast<const xAOD::Electron*>(eg);
        float et = getEt(el)/Gaudi::Units::GeV;
        if( et < info.etthr-5.0) continue;
        if(!pidnameDec(*eg)) continue;
        pair_eg_vec.emplace_back(el,feat);
        if(l1)  pair_l1_vec.emplace_back(eg,l1 );
      }
      else if(eg->type()==xAOD::Type::Photon){
        float et = getCluster_et(eg)/Gaudi::Units::GeV;
        if( et < info.etthr-5.0) continue;
        pair_eg_vec.emplace_back(eg,feat);
        if(l1)  pair_l1_vec.emplace_back(eg,l1 );
      }
    }
 
  }
   
  // Fill L1Calo for all level 1 objects found
  fillL1CaloResolution( trigger, pair_l1_vec );
  fillL1CaloAbsResolution( trigger, pair_l1_vec );
  fillL2CaloResolution( trigger, pair_eg_vec ); 
  
  // Fill HLT electron for all onl objects found
  if ( info.signature=="Electron" or info.signature == "e"){
    fillHLTElectronResolution( ctx, trigger, pair_eg_vec, info );
  }  
  else if ( info.signature=="Photon" or info.signature == "g"){
    fillHLTPhotonResolution( ctx, trigger, pair_eg_vec, info );
    }
 
}
 
 
 
 
void TrigEgammaMonitorAnalysisAlgorithm::fillL1CaloResolution(const std::string &trigger,
                                                              const std::vector< std::pair< const xAOD::Egamma*, const xAOD::EmTauRoI * >>& pairObjs ) const
{
    auto monGroup = getGroup( trigger + "_Resolutions_L1Calo" );
    
    std::vector<float> eta_vec, res_et_vec;
 
    auto eta_col    = Monitored::Collection( "eta"      , eta_vec        );
    auto res_et_col = Monitored::Collection( "res_et"   , res_et_vec     );
 
 
    for (const auto & pairObj : pairObjs){
      const auto *off = pairObj.first;
      const auto *l1 = pairObj.second;
      ATH_MSG_DEBUG("Fill L1CaloResolution");
      if(off->type()==xAOD::Type::Electron){
        const xAOD::Electron* eloff =static_cast<const xAOD::Electron*> (off);
        eta_vec.push_back( l1->eta() );
        res_et_vec.push_back( (l1->emClus()-getEt(eloff))/getEt(eloff) ) ;
 
      }
    }
 
    fill( monGroup, eta_col, res_et_col );
}
 
 
 
 
 
void TrigEgammaMonitorAnalysisAlgorithm::fillL1CaloAbsResolution(const std::string &trigger,
                                                                 const std::vector< std::pair< const xAOD::Egamma*, const xAOD::EmTauRoI * >>& pairObjs ) const
{
    auto monGroup = getGroup( trigger + "_AbsResolutions_L1Calo" );
    
    std::vector<float> eta_vec, res_et_vec;
 
    auto eta_col    = Monitored::Collection( "eta"      , eta_vec        );
    auto res_et_col = Monitored::Collection( "res_et"   , res_et_vec     );
 
 
    for (const auto & pairObj : pairObjs){
      const auto *off = pairObj.first;
      const auto *l1 = pairObj.second;
      ATH_MSG_DEBUG("Fill L1CaloAbsResolution");
      if(off->type()==xAOD::Type::Electron){
        const xAOD::Electron* eloff =static_cast<const xAOD::Electron*> (off);
        eta_vec.push_back( l1->eta() );
        res_et_vec.push_back( (l1->emClus()-getEt(eloff))/Gaudi::Units::GeV ) ;
      }
    }
 
    fill( monGroup, eta_col, res_et_col );
}
 
 
 
 
void TrigEgammaMonitorAnalysisAlgorithm::fillHLTElectronResolution(const EventContext& ctx, const std::string &trigger,
                                                        const std::vector< std::pair< const xAOD::Egamma*, const TrigCompositeUtils::Decision * >>& pairObjs,
                                                        const TrigInfo& info) const
{
 
    auto monGroup = getGroup( trigger + "_Resolutions_HLT" );
 
    std::vector<float> res_pt_vec, res_et_vec, res_phi_vec, res_eta_vec, res_deta1_vec, res_deta2_vec, res_dphi2_vec, res_dphiresc_vec,
    res_z0_vec, res_d0_vec, res_d0sig_vec, res_eprobht_vec, res_npixhits_vec, res_nscthits_vec, res_Rhad_vec, res_Rhad1_vec, res_Reta_vec,
    res_Rphi_vec, res_weta1_vec, res_weta2_vec, res_wtots1_vec, res_f1_vec, res_f3_vec, res_eratio_vec, res_ethad_vec, res_ethad1_vec,
    et_vec, eta_vec, mu_vec, pt_vec;
    std::vector<float> res_ptcone20_vec, res_ptcone20_rel_vec, res_ptvarcone20_vec, res_ptvarcone20_rel_vec;
    std::vector<float> res_etInEta0_vec, res_etInEta1_vec, res_etInEta2_vec, res_etInEta3_vec;
 
 
    auto et_col           = Monitored::Collection( "et"             , et_vec                );
    auto pt_col           = Monitored::Collection( "pt"             , pt_vec                );
    auto eta_col          = Monitored::Collection( "eta"            , eta_vec               );
    auto mu_col           = Monitored::Collection( "mu"             , mu_vec                );
 
    // For calo
    auto res_et_col       = Monitored::Collection( "res_et"         , res_et_vec            );
    auto res_eta_col      = Monitored::Collection( "res_eta"        , res_eta_vec           );
    auto res_phi_col      = Monitored::Collection( "res_phi"        , res_phi_vec           );
    auto res_ethad_col    = Monitored::Collection( "res_ethad"      , res_ethad_vec         );
    auto res_ethad1_col   = Monitored::Collection( "res_ethad1"     , res_ethad1_vec        );
    auto res_Rhad_col     = Monitored::Collection( "res_Rhad"       , res_Rhad_vec          );
    auto res_Rhad1_col    = Monitored::Collection( "res_Rhad1"      , res_Rhad1_vec         );
    auto res_Reta_col     = Monitored::Collection( "res_Reta"       , res_Reta_vec          );
    auto res_Rphi_col     = Monitored::Collection( "res_Rphi"       , res_Rphi_vec          );
    auto res_weta1_col    = Monitored::Collection( "res_weta1"      , res_weta1_vec         );
    auto res_weta2_col    = Monitored::Collection( "res_weta2"      , res_weta2_vec         );
    auto res_wtots1_col   = Monitored::Collection( "res_wtots1"     , res_wtots1_vec        );
    auto res_f1_col       = Monitored::Collection( "res_f1"         , res_f1_vec            );
    auto res_f3_col       = Monitored::Collection( "res_f3"         , res_f3_vec            );
    auto res_eratio_col   = Monitored::Collection( "res_eratio"     , res_eratio_vec        );
 
    auto res_etInEta0_col       = Monitored::Collection( "res_etInEta0"         , res_etInEta0_vec      );
    auto res_etInEta1_col       = Monitored::Collection( "res_etInEta1"         , res_etInEta1_vec      );
    auto res_etInEta2_col       = Monitored::Collection( "res_etInEta2"         , res_etInEta2_vec      );
    auto res_etInEta3_col       = Monitored::Collection( "res_etInEta3"         , res_etInEta3_vec      );
 
    // For electron 
    auto res_pt_col               = Monitored::Collection( "res_pt"                   , res_pt_vec                  );
    auto res_deta1_col            = Monitored::Collection( "res_deta1"                , res_deta1_vec               );
    auto res_deta2_col            = Monitored::Collection( "res_deta2"                , res_deta2_vec               );
    auto res_dphi2_col            = Monitored::Collection( "res_dphi2"                , res_dphi2_vec               );
    auto res_dphiresc_col         = Monitored::Collection( "res_dphiresc"             , res_dphiresc_vec            );
    auto res_z0_col               = Monitored::Collection( "res_z0"                   , res_z0_vec                  );
    auto res_d0_col               = Monitored::Collection( "res_d0"                   , res_d0_vec                  );
    auto res_d0sig_col            = Monitored::Collection( "res_d0sig"                , res_d0sig_vec               );
    auto res_eprobht_col          = Monitored::Collection( "res_eprobht"              , res_eprobht_vec             );
    auto res_npixhits_col         = Monitored::Collection( "res_npixhits"             , res_npixhits_vec            );
    auto res_nscthits_col         = Monitored::Collection( "res_nscthits"             , res_nscthits_vec            );
    auto res_ptcone20_col         = Monitored::Collection( "res_ptcone20"             , res_ptcone20_vec            );
    auto res_ptcone20_rel_col     = Monitored::Collection( "res_ptcone20_rel"         , res_ptcone20_rel_vec        );
    auto res_ptvarcone20_col      = Monitored::Collection( "res_ptvarcone20"          , res_ptvarcone20_vec         );
    auto res_ptvarcone20_rel_col  = Monitored::Collection( "res_ptvarcone20_rel"      , res_ptvarcone20_rel_vec     );
 
 
 
 
    // Check for zero before filling
    ATH_MSG_DEBUG("Fill Resolution");
 
    std::string key = match()->key("Electrons_GSF");
    if(info.nogsf) key = match()->key("Electrons");
    if(info.lrt) key = match()->key("Electrons_LRT");
 
    for ( const auto & pairObj : pairObjs ){
 
      const xAOD::Electron *off = static_cast<const xAOD::Electron*>(pairObj.first);
      const xAOD::Electron *onl=nullptr;
 
 
      { // Get the closest electron object from the trigger starting with deltaR = 0.15
        float maxDeltaR=0.05;
        auto vec =  tdt()->features<xAOD::ElectronContainer>(trigger,TrigDefs::Physics ,key );      
        for(auto &featLinkInfo : vec ){                                             
          if(! featLinkInfo.isValid() ) continue;
          const auto *feat = *(featLinkInfo.link);                   
          if(!feat) continue;
          float deltaR = dR( off->eta(), off->phi(), feat->eta(), feat->phi() );
          if( deltaR < maxDeltaR){
            maxDeltaR=deltaR;
            onl=feat;
          }
        } 
      }
      
      if(!onl)  continue;
 
      float val_off=0.;
      const float onl_eta=onl->eta();
      const float feta = abs(onl_eta);
      const float onl_et = getEt(onl)/Gaudi::Units::GeV;
      const float avgmu=lbAverageInteractionsPerCrossing( ctx );
      const float dummy=-999;
 
      eta_vec.push_back( onl_eta );
      et_vec.push_back( onl_et );
      mu_vec.push_back( avgmu );
 
      val_off=getTrack_pt(off);
      if(val_off!=0.){
          res_pt_vec.push_back( (getTrack_pt(off)-val_off)/val_off );
      }else{
      }
 
 
      val_off=getEt(off);
      if(val_off!=0.){
          res_et_vec.push_back( (getEt(onl)-val_off)/val_off  );
          if( feta < 1.37 )
              res_etInEta0_vec.push_back((getEt(onl)-val_off)/val_off);
          else if( feta >=1.37 && feta <= 1.52 )
              res_etInEta1_vec.push_back((getEt(onl)-val_off)/val_off);
          else if( feta >= 1.55 && feta < 1.8 )
              res_etInEta2_vec.push_back((getEt(onl)-val_off)/val_off);
          else if( feta >= 1.8 && feta < 2.45 )
              res_etInEta3_vec.push_back((getEt(onl)-val_off)/val_off);
      }
 
      val_off=off->eta();
      if(val_off!=0.){
          res_eta_vec.push_back( (onl_eta-val_off)/val_off );
      }else{
          res_eta_vec.push_back( dummy );
      }
 
      val_off=off->phi();
      if(val_off!=0.){ 
          res_phi_vec.push_back(  (onl->phi()-val_off)/val_off );
      }else{
          res_phi_vec.push_back(dummy );
      }
 
      val_off=getShowerShape_ethad(off);
      if(val_off!=0.) {
          res_ethad_vec.push_back((getShowerShape_ethad(onl)-val_off)/val_off);
      }else{
          res_ethad_vec.push_back( dummy );
      }
 
      val_off=getShowerShape_ethad1(off);
      if(val_off!=0){
          res_ethad1_vec.push_back((getShowerShape_ethad1(onl)-val_off)/val_off);
      }else{
          res_ethad1_vec.push_back( dummy);
      }
 
      val_off=getShowerShape_Rhad(off);
      if(val_off!=0.){
          res_Rhad_vec.push_back(  (getShowerShape_Rhad(onl)-val_off)/val_off );
      }else{
          res_Rhad_vec.push_back( dummy );
      }
 
      val_off=getShowerShape_Rhad1(off);
      if(val_off!=0.){
          res_Rhad1_vec.push_back(  (getShowerShape_Rhad1(onl)-val_off)/val_off );
      }else{
          res_Rhad1_vec.push_back( dummy );
      }
 
      val_off=getShowerShape_Reta(off);
      if(val_off!=0.){
          res_Reta_vec.push_back(  (getShowerShape_Reta(onl)-val_off)/val_off );
      }else{
          res_Reta_vec.push_back( dummy );
      }
 
      val_off=getShowerShape_Rphi(off);
      if(val_off!=0.){
          res_Rphi_vec.push_back(  (getShowerShape_Rphi(onl)-val_off)/val_off );
      }else{
          res_Rphi_vec.push_back(  (getShowerShape_Rphi(onl)-val_off)/val_off );
      }
 
      val_off=getShowerShape_weta1(off);
      if(val_off!=0.){
          res_weta1_vec.push_back( (getShowerShape_weta1(onl)-val_off)/val_off );
      }else{
          res_weta1_vec.push_back( dummy );
      }
 
      val_off=getShowerShape_weta2(off);
      if(val_off!=0.){
          res_weta2_vec.push_back( (getShowerShape_weta2(onl)-val_off)/val_off );
      }else{
          res_weta2_vec.push_back( dummy );
      }
 
      val_off=getShowerShape_wtots1(off);
      if(val_off!=0.){
          res_wtots1_vec.push_back( (getShowerShape_wtots1(onl)-val_off)/val_off );
      }else{
          res_wtots1_vec.push_back( dummy );
      }
 
      val_off=getShowerShape_f1(off);
      if(val_off!=0.){
          res_f1_vec.push_back(  (getShowerShape_f1(onl)-val_off)/val_off );
      }else{
          res_f1_vec.push_back(dummy );
      }
 
      val_off=getShowerShape_f3(off);
      if(val_off!=0.){
          res_f3_vec.push_back( (getShowerShape_f3(onl)-val_off)/val_off );
      }else{
          res_f3_vec.push_back( dummy );
      }
 
      val_off=getShowerShape_Eratio(off);
      if(val_off!=0.){
          res_eratio_vec.push_back(  (getShowerShape_Eratio(onl)-val_off)/val_off );
      }else{
          res_eratio_vec.push_back( dummy );
      }
 
 
      //
      // Track variables
      //
 
      val_off=getTrack_pt(off);
      if(val_off!=0.){
        res_pt_vec.push_back(  (getTrack_pt(onl)-val_off)/val_off );
      }else{
        res_pt_vec.push_back( dummy );
      }
        
      val_off=getEt(off);
      if(val_off!=0.) {
        res_et_vec.push_back(  (getEt(onl)-val_off)/val_off );
      }else{
        res_et_vec.push_back(  dummy );
      }
      
      val_off=getCaloTrackMatch_deltaEta1(off);
      if(val_off!=0.) {
        res_deta1_vec.push_back( (getCaloTrackMatch_deltaEta1(onl)-val_off)/val_off );
      }else{
        res_deta1_vec.push_back( dummy );
      }
      
      val_off=getCaloTrackMatch_deltaEta2(off);
      res_deta2_vec.push_back( (getCaloTrackMatch_deltaEta2(onl)-val_off)/val_off );
      val_off=getCaloTrackMatch_deltaPhi2(off);
      if(val_off!=0.) {
        res_dphi2_vec.push_back(  (getCaloTrackMatch_deltaPhi2(onl)-val_off)/val_off );
      }else{
        res_dphi2_vec.push_back(dummy );
      }
      
      val_off=getCaloTrackMatch_deltaPhiRescaled2(off);
      res_dphiresc_vec.push_back( (getCaloTrackMatch_deltaPhiRescaled2(onl)-val_off)/val_off );
      // Resolution of Z0 of the track
      val_off=getTrack_z0(off);
      if(val_off!=0.) {
        res_z0_vec.push_back(  getTrack_z0(onl)-val_off );
      }else{
        res_z0_vec.push_back(  dummy );
      }
      
      // Absolute resolution for impact parameter
      val_off=getTrack_d0(off);
      if(val_off!=0.) {
        res_d0_vec.push_back(  getTrack_d0(onl)-val_off );
      }else{
        res_d0_vec.push_back(  dummy );
      }
      
      val_off=getD0sig(off);
      if(val_off!=0.) {
        res_d0sig_vec.push_back(  getD0sig(onl)-val_off );
      }else{
        res_d0sig_vec.push_back(  dummy );
      }
      
      // Absolute resolution on track summary ints/floats 
      val_off=getTrackSummaryFloat_eProbabilityHT(off);
      res_eprobht_vec.push_back( (getTrackSummaryFloat_eProbabilityHT(onl)-val_off) );
      res_npixhits_vec.push_back( getTrackSummary_numberOfPixelHits(onl)-getTrackSummary_numberOfPixelHits(onl) );
      res_nscthits_vec.push_back( getTrackSummary_numberOfSCTHits(onl)-getTrackSummary_numberOfSCTHits(onl) );
 
 
 
      
      if(info.isolated){
 
        float val_off=getIsolation_ptcone20(off);
        if (val_off > 0.) {
            res_ptcone20_vec.push_back((getIsolation_ptcone20(onl)-val_off)/val_off);
            if (getEt(onl) > 0. && getEt(off) > 0.) {
                const float reliso_onl=getIsolation_ptcone20(onl)/getEt(onl);
                const float reliso_off=getIsolation_ptcone20(off)/getEt(off);
                res_ptcone20_rel_vec.push_back((reliso_onl-reliso_off)/reliso_off);
            }else{
                res_ptcone20_rel_vec.push_back(dummy);
            }
        }else{
            res_ptcone20_vec.push_back(dummy);
            res_ptcone20_rel_vec.push_back(dummy);
        }
 
        // ptvarcone20 isolation
        val_off=getIsolation_ptvarcone20(off);
        if (val_off > 0.) {
            if (getEt(onl) > 0. && getEt(off) > 0.) {
                res_ptvarcone20_vec.push_back((getIsolation_ptvarcone20(onl)-val_off)/val_off);
                const float reliso_onl=getIsolation_ptvarcone20(onl)/getEt(onl);
                const float reliso_off=getIsolation_ptvarcone20(off)/getEt(off);
                res_ptvarcone20_rel_vec.push_back((reliso_onl-reliso_off)/reliso_off);
            }else{
                res_ptvarcone20_rel_vec.push_back(dummy);
            }
        }else{
            res_ptvarcone20_vec.push_back(dummy);
            res_ptvarcone20_rel_vec.push_back(dummy);
        }
 
      }
 
 
 
 
 
    } // Loop over all offline objects
 
    // Fill everything
    fill( monGroup        ,
          et_col          ,
          pt_col          ,
          eta_col         ,
          mu_col          ,
          res_pt_col      , 
          res_et_col      , 
          res_eta_col     , 
          res_phi_col     , 
          res_deta1_col   , 
          res_deta2_col   , 
          res_dphi2_col   , 
          res_dphiresc_col, 
          res_z0_col      , 
          res_d0_col      , 
          res_d0sig_col   , 
          res_eprobht_col , 
          res_npixhits_col, 
          res_nscthits_col, 
          res_ethad_col   , 
          res_ethad1_col  , 
          res_Rhad_col    , 
          res_Rhad1_col   , 
          res_Reta_col    , 
          res_Rphi_col    , 
          res_weta1_col   , 
          res_weta2_col   , 
          res_wtots1_col  , 
          res_f1_col      , 
          res_f3_col      , 
          res_eratio_col  , 
          res_ptcone20_col        , 
          res_ptcone20_rel_col    , 
          res_ptvarcone20_col     , 
          res_ptvarcone20_rel_col ,
          res_etInEta0_col,
          res_etInEta1_col,
          res_etInEta2_col,
          res_etInEta3_col ); 
 
 
 
}
 
 
 
 
 
void TrigEgammaMonitorAnalysisAlgorithm::fillHLTPhotonResolution(const EventContext& ctx, const std::string &trigger,
                                                        const std::vector< std::pair< const xAOD::Egamma*, const TrigCompositeUtils::Decision * >>& pairObjs, 
                                                        const TrigInfo& info) const
{
 
    auto monGroup = getGroup( trigger + "_Resolutions_HLT" );
 
    std::vector<float> res_phi_vec, res_eta_vec, res_Rhad_vec, res_Rhad1_vec, res_Reta_vec, res_ethad_vec, res_ethad1_vec,
    res_Rphi_vec, res_weta1_vec, res_weta2_vec, res_wtots1_vec, res_f1_vec, res_f3_vec, res_eratio_vec, et_vec, eta_vec, mu_vec;
    
    std::vector<float> res_et_vec, res_et_cnv_vec, res_et_uncnv_vec, res_cnv_et_vec, res_uncnv_et_vec;
    std::vector<float> res_etInEta0_vec, res_etInEta1_vec, res_etInEta2_vec, res_etInEta3_vec;
    std::vector<float> res_cnv_etInEta0_vec, res_cnv_etInEta1_vec, res_cnv_etInEta2_vec, res_cnv_etInEta3_vec;
    std::vector<float> res_uncnv_etInEta0_vec, res_uncnv_etInEta1_vec, res_uncnv_etInEta2_vec, res_uncnv_etInEta3_vec;
 
 
 
    std::vector<float> res_topoetcone20_vec, res_topoetcone20_rel_vec;
 
    auto et_col           = Monitored::Collection( "et"             , et_vec                );
    auto eta_col          = Monitored::Collection( "eta"            , eta_vec               );
    auto mu_col           = Monitored::Collection( "mu"             , mu_vec                );
    
    // For calo
    auto res_eta_col      = Monitored::Collection( "res_eta"        , res_eta_vec           );
    auto res_phi_col      = Monitored::Collection( "res_phi"        , res_phi_vec           );
    auto res_ethad_col    = Monitored::Collection( "res_ethad"      , res_ethad_vec         );
    auto res_ethad1_col   = Monitored::Collection( "res_ethad1"     , res_ethad1_vec        );
    auto res_Rhad_col     = Monitored::Collection( "res_Rhad"       , res_Rhad_vec          );
    auto res_Rhad1_col    = Monitored::Collection( "res_Rhad1"      , res_Rhad1_vec         );
    auto res_Reta_col     = Monitored::Collection( "res_Reta"       , res_Reta_vec          );
    auto res_Rphi_col     = Monitored::Collection( "res_Rphi"       , res_Rphi_vec          );
    auto res_weta1_col    = Monitored::Collection( "res_weta1"      , res_weta1_vec         );
    auto res_weta2_col    = Monitored::Collection( "res_weta2"      , res_weta2_vec         );
    auto res_wtots1_col   = Monitored::Collection( "res_wtots1"     , res_wtots1_vec        );
    auto res_f1_col       = Monitored::Collection( "res_f1"         , res_f1_vec            );
    auto res_f3_col       = Monitored::Collection( "res_f3"         , res_f3_vec            );
    auto res_eratio_col   = Monitored::Collection( "res_eratio"     , res_eratio_vec        );
 
 
    auto res_et_col             = Monitored::Collection( "res_et"               , res_et_vec            );
    auto res_et_cnv_col         = Monitored::Collection( "res_et_cnv"           , res_et_cnv_vec        );
    auto res_cnv_et_col         = Monitored::Collection( "res_cnv_et"           , res_cnv_et_vec        );
    auto res_uncnv_et_col         = Monitored::Collection( "res_uncnv_et"           , res_uncnv_et_vec        );
    auto res_et_uncnv_col       = Monitored::Collection( "res_et_uncnv"         , res_et_uncnv_vec      );
    auto res_etInEta0_col       = Monitored::Collection( "res_etInEta0"         , res_etInEta0_vec      );
    auto res_etInEta1_col       = Monitored::Collection( "res_etInEta1"         , res_etInEta1_vec      );
    auto res_etInEta2_col       = Monitored::Collection( "res_etInEta2"         , res_etInEta2_vec      );
    auto res_etInEta3_col       = Monitored::Collection( "res_etInEta3"         , res_etInEta3_vec      );
    auto res_cnv_etInEta0_col   = Monitored::Collection( "res_cnv_etInEta0"     , res_cnv_etInEta0_vec  );
    auto res_cnv_etInEta1_col   = Monitored::Collection( "res_cnv_etInEta1"     , res_cnv_etInEta1_vec  );
    auto res_cnv_etInEta2_col   = Monitored::Collection( "res_cnv_etInEta2"     , res_cnv_etInEta2_vec  );
    auto res_cnv_etInEta3_col   = Monitored::Collection( "res_cnv_etInEta3"     , res_cnv_etInEta3_vec  );
    auto res_uncnv_etInEta0_col = Monitored::Collection( "res_uncnv_etInEta0"   , res_uncnv_etInEta0_vec);
    auto res_uncnv_etInEta1_col = Monitored::Collection( "res_uncnv_etInEta1"   , res_uncnv_etInEta1_vec);
    auto res_uncnv_etInEta2_col = Monitored::Collection( "res_uncnv_etInEta2"   , res_uncnv_etInEta2_vec);
    auto res_uncnv_etInEta3_col = Monitored::Collection( "res_uncnv_etInEta3"   , res_uncnv_etInEta3_vec);
 
    // For photon
    auto res_topoetcone20_col         = Monitored::Collection( "res_topoetcone20"            , res_topoetcone20_vec             );
    auto res_topoetcone20_rel_col     = Monitored::Collection( "res_topoetcone20_rel"        , res_topoetcone20_rel_vec         );
 
 
 
 
    // Check for zero before filling
    ATH_MSG_DEBUG("Fill Resolution");
 
 
 
    for ( const auto & pairObj : pairObjs ){
 
      const xAOD::Photon *off = static_cast<const xAOD::Photon*>(pairObj.first);
      const xAOD::Photon *onl=nullptr;
 
 
      { // Get the closest electron object from the trigger starting with deltaR = 0.15
        float maxDeltaR=0.05;
        auto vec =  tdt()->features<xAOD::PhotonContainer>(trigger,TrigDefs::Physics ,match()->key("Photons") );      
        for(auto &featLinkInfo : vec ){                                             
          if(! featLinkInfo.isValid() ) continue;
          const auto *feat = *(featLinkInfo.link);                   
          if(!feat) continue;
          float deltaR = dR( off->eta(), off->phi(), feat->eta(), feat->phi() );
          if( deltaR < maxDeltaR){
            maxDeltaR=deltaR;
            onl=feat;
          }
        } 
      }
    
      // If not found, skip this off object!
      if(!onl)  continue;
 
      float val_off=0.;
      const float onl_eta=onl->eta();
      const float feta = abs(onl_eta);
      const float onl_et = getCluster_et(onl)/Gaudi::Units::GeV;
      const float dummy=-999;
 
      const float avgmu=lbAverageInteractionsPerCrossing( ctx );
      et_vec.push_back( onl_et );
      eta_vec.push_back( onl_eta );
      mu_vec.push_back( avgmu );
 
 
      val_off=getCluster_et(off);
      if(val_off!=0.){
          res_et_vec.push_back( (getCluster_et(onl)-val_off)/val_off  );
          if( feta < 1.37 )
              res_etInEta0_vec.push_back((getCluster_et(onl)-val_off)/val_off);
          else if( feta >=1.37 && feta <= 1.52 )
              res_etInEta1_vec.push_back((getCluster_et(onl)-val_off)/val_off);
          else if( feta >= 1.55 && feta < 1.8 )
              res_etInEta2_vec.push_back((getCluster_et(onl)-val_off)/val_off);
          else if( feta >= 1.8 && feta < 2.45 )
              res_etInEta3_vec.push_back((getCluster_et(onl)-val_off)/val_off);
 
          if(xAOD::EgammaHelpers::isConvertedPhoton(off)){
              res_et_cnv_vec.push_back((getCluster_et(onl)-val_off)/val_off);
              if( feta < 1.37 )
                  res_cnv_etInEta0_vec.push_back((getCluster_et(onl)-val_off)/val_off);
              else if( feta >=1.37 && feta <= 1.52 )
                  res_cnv_etInEta1_vec.push_back((getCluster_et(onl)-val_off)/val_off);
              else if( feta >= 1.55 && feta < 1.8 )
                  res_cnv_etInEta2_vec.push_back((getCluster_et(onl)-val_off)/val_off);
              else if( feta >= 1.8 && feta < 2.45 )
                  res_cnv_etInEta3_vec.push_back((getCluster_et(onl)-val_off)/val_off);
          }else{
              res_et_uncnv_vec.push_back((getCluster_et(onl)-val_off)/val_off);
              if( feta < 1.37 )
                  res_uncnv_etInEta0_vec.push_back((getCluster_et(onl)-val_off)/val_off);
              else if( feta >=1.37 && feta <= 1.52 )
                  res_uncnv_etInEta1_vec.push_back((getCluster_et(onl)-val_off)/val_off);
              else if( feta >= 1.55 && feta < 1.8 )
                  res_uncnv_etInEta2_vec.push_back((getCluster_et(onl)-val_off)/val_off);
              else if( feta >= 1.8 && feta < 2.45 )
                  res_uncnv_etInEta3_vec.push_back((getCluster_et(onl)-val_off)/val_off);
          }
      }
 
      val_off=off->eta();
      if(val_off!=0.){
          res_eta_vec.push_back( (onl_eta-val_off)/val_off ) ;
      }else{
          res_eta_vec.push_back( dummy ) ;
      }
 
      val_off=off->phi();
      if(val_off!=0.){ 
          res_phi_vec.push_back(  (onl->phi()-val_off)/val_off );
      }else{
          res_phi_vec.push_back(dummy );
      }
 
      val_off=getShowerShape_ethad(off);
      if(val_off!=0.) {
          res_ethad_vec.push_back((getShowerShape_ethad(onl)-val_off)/val_off);
      }else{
          res_ethad_vec.push_back(dummy);
      }
 
      val_off=getShowerShape_ethad1(off);
      if(val_off!=0){
          res_ethad1_vec.push_back((getShowerShape_ethad1(onl)-val_off)/val_off);
      }else{
          res_ethad1_vec.push_back(dummy);
      }
 
      val_off=getShowerShape_Rhad(off);
      if(val_off!=0.){
          res_Rhad_vec.push_back(  (getShowerShape_Rhad(onl)-val_off)/val_off );
      }else{
          res_Rhad_vec.push_back(dummy );
      }
 
      val_off=getShowerShape_Rhad1(off);
      if(val_off!=0.){
          res_Rhad1_vec.push_back(  (getShowerShape_Rhad1(onl)-val_off)/val_off );
      }else{
          res_Rhad1_vec.push_back(dummy );
      }
 
      val_off=getShowerShape_Reta(off);
      if(val_off!=0.){
          res_Reta_vec.push_back(  (getShowerShape_Reta(onl)-val_off)/val_off );
      }else{
          res_Reta_vec.push_back( dummy );
      }
 
      val_off=getShowerShape_Rphi(off);
      if(val_off!=0.){
          res_Rphi_vec.push_back(  (getShowerShape_Rphi(onl)-val_off)/val_off );
      }else{
          res_Rphi_vec.push_back(dummy );
      }
 
      val_off=getShowerShape_weta1(off);
      if(val_off!=0.){
          res_weta1_vec.push_back( (getShowerShape_weta1(onl)-val_off)/val_off );
      }else{
          res_weta1_vec.push_back( dummy );
      }
 
      val_off=getShowerShape_weta2(off);
      if(val_off!=0.){
          res_weta2_vec.push_back( (getShowerShape_weta2(onl)-val_off)/val_off );
      }else{
          res_weta2_vec.push_back(dummy);
      }
 
      val_off=getShowerShape_wtots1(off);
      if(val_off!=0.){
          res_wtots1_vec.push_back( (getShowerShape_wtots1(onl)-val_off)/val_off );
      }else{
          res_wtots1_vec.push_back( dummy );
      }
 
      val_off=getShowerShape_f1(off);
      if(val_off!=0.){
          res_f1_vec.push_back(  (getShowerShape_f1(onl)-val_off)/val_off );
      }else{
          res_f1_vec.push_back( dummy );
      }
 
      val_off=getShowerShape_f3(off);
      if(val_off!=0.){
          res_f3_vec.push_back( (getShowerShape_f3(onl)-val_off)/val_off );
      }else{
          res_f3_vec.push_back( dummy );
      }
 
      val_off=getShowerShape_Eratio(off);
      if(val_off!=0.){
          res_eratio_vec.push_back(  (getShowerShape_Eratio(onl)-val_off)/val_off);
      }else{
          res_eratio_vec.push_back( dummy);
      }
   
 
      if( info.isolated ){
        // topoetcone20 isolation
        float val_off=getIsolation_topoetcone20(off);
        float etonl=onl->pt();
        float etoff=off->pt();
        if (val_off > 0.) {
            res_topoetcone20_vec.push_back((getIsolation_topoetcone20(onl)-val_off)/val_off);
            if (etonl > 0. && etoff > 0.) {
                const float reliso_onl=getIsolation_topoetcone20(onl)/etonl;
                const float reliso_off=getIsolation_topoetcone20(off)/etoff;
                res_topoetcone20_rel_vec.push_back((reliso_onl-reliso_off)/reliso_off);
            }else{
                res_topoetcone20_rel_vec.push_back(dummy);
            }
        }else{
            res_topoetcone20_vec.push_back(dummy);
            res_topoetcone20_rel_vec.push_back(dummy);
        }
      }
 
 
    
    } // Loop over all offline objects
 
    // Fill everything
    fill( monGroup        ,
          et_col          ,
          eta_col         ,
          mu_col          ,
          res_et_col      , 
          res_eta_col     , 
          res_phi_col     , 
          res_ethad_col   , 
          res_ethad1_col  , 
          res_Rhad_col    , 
          res_Rhad1_col   , 
          res_Reta_col    , 
          res_Rphi_col    , 
          res_weta1_col   , 
          res_weta2_col   , 
          res_wtots1_col  , 
          res_f1_col      , 
          res_f3_col      , 
          res_eratio_col  ,
          res_topoetcone20_col    , 
          res_topoetcone20_rel_col ,
          res_etInEta0_col,
          res_etInEta1_col,
          res_etInEta2_col,
          res_etInEta3_col,
          res_et_uncnv_col,
          res_cnv_etInEta0_col,
          res_cnv_etInEta1_col,
          res_cnv_etInEta2_col,
          res_cnv_etInEta3_col,
          res_et_cnv_col,
          res_cnv_et_col,
          res_uncnv_et_col,
          res_uncnv_etInEta0_col,
          res_uncnv_etInEta1_col,
          res_uncnv_etInEta2_col,
          res_uncnv_etInEta3_col
          );
     
 
 
}
 
 
void TrigEgammaMonitorAnalysisAlgorithm::fillL2CaloResolution(const std::string &trigger,
                                                        const std::vector< std::pair< const xAOD::Egamma*, const TrigCompositeUtils::Decision * >>& pairObjs ) const
 
{
    ATH_MSG_DEBUG("Fill L2Calo Resolution");
 
    auto monGroup = getGroup( trigger + "_Resolutions_L2Calo" );
 
    std::vector<float> res_et_vec, res_phi_vec, res_eta_vec, res_Rhad_vec, res_Rhad1_vec, res_Reta_vec, res_ethad_vec, res_ethad1_vec,
    res_Rphi_vec, res_weta2_vec, res_f1_vec, res_f3_vec, res_eratio_vec, et_vec, eta_vec, res_etVsEt_vec;
    
 
    auto et_col           = Monitored::Collection( "et"             , et_vec                );
    auto eta_col          = Monitored::Collection( "eta"            , eta_vec               );
    auto res_et_col       = Monitored::Collection( "res_et"         , res_et_vec            );
    auto res_eta_col      = Monitored::Collection( "res_eta"        , res_eta_vec           );
    auto res_phi_col      = Monitored::Collection( "res_phi"        , res_phi_vec           );
    auto res_ethad_col    = Monitored::Collection( "res_ethad"      , res_ethad_vec         );
    auto res_ethad1_col   = Monitored::Collection( "res_ethad1"     , res_ethad1_vec        );
    auto res_Rhad_col     = Monitored::Collection( "res_Rhad"       , res_Rhad_vec          );
    auto res_Rhad1_col    = Monitored::Collection( "res_Rhad1"      , res_Rhad1_vec         );
    auto res_Reta_col     = Monitored::Collection( "res_Reta"       , res_Reta_vec          );
    auto res_Rphi_col     = Monitored::Collection( "res_Rphi"       , res_Rphi_vec          );
    auto res_weta2_col    = Monitored::Collection( "res_weta2"      , res_weta2_vec         );
    auto res_f1_col       = Monitored::Collection( "res_f1"         , res_f1_vec            );
    auto res_f3_col       = Monitored::Collection( "res_f3"         , res_f3_vec            );
    auto res_eratio_col   = Monitored::Collection( "res_eratio"     , res_eratio_vec        );
    auto res_etVsEt_col   = Monitored::Collection( "res_etVsEt"     , res_etVsEt_vec        );
 
 
 
 
    for ( const auto & pairObj : pairObjs ){
 
 
        const xAOD::Egamma *off = pairObj.first;
        const xAOD::TrigEMCluster *onl=nullptr;
 
        { // Get the closest electron object from the trigger starting with deltaR = 0.15
          float maxDeltaR=0.05;
          auto vec =  tdt()->features<xAOD::TrigEMClusterContainer>(trigger,TrigDefs::Physics ,match()->key("FastCalo") );      
          for(auto &featLinkInfo : vec ){                                             
            if(! featLinkInfo.isValid() ) continue;
            const auto *feat = *(featLinkInfo.link);                   
            if(!feat) continue;
            float deltaR = dR( off->eta(), off->phi(), feat->eta(), feat->phi() );
            if( deltaR < maxDeltaR){
              maxDeltaR=deltaR;
              onl=feat;
            }
          } 
        }
 
        if(!onl)  continue;
        
        et_vec.push_back(onl->et()*1e-3);
        eta_vec.push_back(onl->eta());
        const float dummy=-999;
       
        float val_off=0.;
 
        val_off=off->caloCluster()->et();
        if(val_off!=0.){
            res_et_vec.push_back(((onl->et())-val_off)/val_off);
        }else{
            res_et_vec.push_back(dummy);
        }
 
        val_off=off->caloCluster()->eta();
        if(val_off!=0.){
            res_eta_vec.push_back((onl->eta()-val_off)/val_off);
        }else{
            res_eta_vec.push_back(dummy);
        }
 
        val_off=off->caloCluster()->phi();
        if(val_off!=0.){
            res_phi_vec.push_back((onl->phi()-val_off)/val_off);
        }else{
            res_phi_vec.push_back((onl->phi()-val_off)/val_off);
        }
        
        float elonl_ethad = onl->energy( CaloSampling::HEC0 ); elonl_ethad += onl->energy( CaloSampling::HEC1 );
        elonl_ethad += onl->energy( CaloSampling::HEC2 ); elonl_ethad += onl->energy( CaloSampling::HEC3 );
        elonl_ethad += onl->energy( CaloSampling::TileBar0 ); elonl_ethad += onl->energy( CaloSampling::TileExt0 ); 
        elonl_ethad += onl->energy( CaloSampling::TileBar1 ); elonl_ethad += onl->energy( CaloSampling::TileExt1 ); 
        elonl_ethad += onl->energy( CaloSampling::TileBar2 ); elonl_ethad += onl->energy( CaloSampling::TileExt2 ); 
        elonl_ethad /= TMath::CosH(onl->eta() );
        val_off=getShowerShape_ethad(off);
        if(val_off!=0.){
            res_ethad_vec.push_back((elonl_ethad-val_off)/val_off);
        }else{
            res_ethad_vec.push_back(dummy);
        }
 
        val_off=getShowerShape_ethad1(off);
        if(val_off!=0.){
            res_ethad1_vec.push_back(( (onl->ehad1()/TMath::Abs(onl->eta()) )-val_off)/val_off);
        }else{
            res_ethad1_vec.push_back(dummy);
        }
 
        float elonl_Rhad = elonl_ethad / onl->energy() ;
        val_off=getShowerShape_Rhad(off);
        if(val_off!=0.){
            res_Rhad_vec.push_back(( elonl_Rhad-val_off)/val_off);
        }else{
            res_Rhad_vec.push_back(dummy);
        }
 
        float elonl_Rhad1 = onl->ehad1() / onl->energy() ;
        val_off=getShowerShape_Rhad1(off);
        if(val_off!=0.){
            res_Rhad1_vec.push_back(( elonl_Rhad1-val_off)/val_off);
        }else{
            res_Rhad1_vec.push_back(dummy);
        }
 
        float onl_reta= 999.0;
        if ( fabsf ( onl->e277() ) > 0.01 ) onl_reta = onl->e237() / onl->e277();
        val_off=getShowerShape_Reta(off);
        if(val_off!=0.){
            res_Reta_vec.push_back( (onl_reta -val_off)/val_off);
        }else{
            res_Reta_vec.push_back(dummy);
        }
 
        val_off=getShowerShape_weta2(off);
        if(val_off!=0.){
            res_weta2_vec.push_back(( (onl->weta2())-val_off)/val_off);
        }else{
            res_weta2_vec.push_back(dummy);
        }
 
        float onl_f1 = onl->energy(CaloSampling::EMB1)+onl->energy(CaloSampling::EME1);
        onl_f1 /= onl->energy();
        val_off=getShowerShape_f1(off);
        if(val_off!=0.){
            res_f1_vec.push_back(( (onl_f1)-val_off)/val_off);
        }else{
            res_f1_vec.push_back(dummy);
        }
 
        float onl_f3 = onl->energy(CaloSampling::EMB3)+onl->energy(CaloSampling::EME3);
        onl_f3 /= onl->energy();
        val_off=getShowerShape_f3(off);
        if(val_off!=0.){
            res_f3_vec.push_back(( (onl_f3)-val_off)/val_off);
        }else{
            res_f3_vec.push_back(dummy);
        }
 
        float onl_eratio = 999.0;
        if ( fabsf(onl->emaxs1() + onl->e2tsts1()) > 0.01 ) 
            onl_eratio = (onl->emaxs1() - onl->e2tsts1()) / (onl->emaxs1() + onl->e2tsts1());
        val_off=getShowerShape_Eratio(off);
        if(val_off!=0.){
            res_eratio_vec.push_back(( (onl_eratio)-val_off)/val_off);
        }else{
            res_eratio_vec.push_back(dummy);
        }
 
    }// Loop over all pair objects
 
 
    // Fill everything
    fill( monGroup        ,
          et_col          ,
          eta_col         ,
          res_et_col      , 
          res_eta_col     , 
          res_phi_col     , 
          res_ethad_col   , 
          res_ethad1_col  , 
          res_Rhad_col    , 
          res_Rhad1_col   , 
          res_Reta_col    , 
          res_Rphi_col    , 
          res_weta2_col   , 
          res_f1_col      , 
          res_f3_col      , 
          res_eratio_col  ,  
          res_etVsEt_col
          );
 
}