PFParticleMonitoring_module.cc

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#include "art/Framework/Core/ModuleMacros.h"
#include "art/Framework/Core/EDAnalyzer.h"

#include "TTree.h"

#include "larpandora/LArPandoraInterface/LArPandoraHelper.h"

#include <string>

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

namespace lar_pandora
{

class PFParticleMonitoring : public art::EDAnalyzer
{
public:
     PFParticleMonitoring(fhicl::ParameterSet const &pset);

     virtual ~PFParticleMonitoring();

     void beginJob();
     void endJob();
     void analyze(const art::Event &evt);
     void reconfigure(fhicl::ParameterSet const &pset);

private:

    typedef std::set< art::Ptr<recob::PFParticle> > PFParticleSet;
    typedef std::set< art::Ptr<simb::MCParticle> > MCParticleSet;
    typedef std::set< art::Ptr<simb::MCTruth> > MCTruthSet;

    void BuildTrueNeutrinoHitMaps(const MCTruthToMCParticles &truthToParticles, const MCParticlesToHits &trueParticlesToHits,
        MCTruthToHits &trueNeutrinosToHits, HitsToMCTruth &trueHitsToNeutrinos) const;

    void BuildRecoNeutrinoHitMaps(const PFParticleMap &recoParticleMap, const PFParticlesToHits &recoParticlesToHits,
        PFParticlesToHits &recoNeutrinosToHits, HitsToPFParticles &recoHitsToNeutrinos) const;

     void GetRecoToTrueMatches(const PFParticlesToHits &recoNeutrinosToHits, const HitsToMCTruth &trueHitsToNeutrinos,
         MCTruthToPFParticles &matchedNeutrinos, MCTruthToHits &matchedNeutrinoHits) const;

     void GetRecoToTrueMatches(const PFParticlesToHits &recoNeutrinosToHits, const HitsToMCTruth &trueHitsToNeutrinos,
         MCTruthToPFParticles &matchedNeutrinos, MCTruthToHits &matchedNeutrinoHits, PFParticleSet &recoVeto, MCTruthSet &trueVeto) const;

     void GetRecoToTrueMatches(const PFParticlesToHits &recoParticlesToHits, const HitsToMCParticles &trueHitsToParticles,
         MCParticlesToPFParticles &matchedParticles, MCParticlesToHits &matchedHits) const;

     void GetRecoToTrueMatches(const PFParticlesToHits &recoParticlesToHits, const HitsToMCParticles &trueHitsToParticles,
         MCParticlesToPFParticles &matchedParticles, MCParticlesToHits &matchedHits, PFParticleSet &recoVeto, MCParticleSet &trueVeto) const;

     int CountHitsByType(const int view, const HitVector &hitVector) const;

     void GetStartAndEndPoints(const art::Ptr<simb::MCParticle> trueParticle, int &startT, int &endT) const;

     double GetLength(const art::Ptr<simb::MCParticle> trueParticle, const int startT, const int endT) const;


     TTree       *m_pRecoTree;              

     int          m_run;                    
     int          m_event;                  
     int          m_index;                  

     int          m_nMCParticles;           
     int          m_nNeutrinoPfos;          
     int          m_nPrimaryPfos;           
     int          m_nDaughterPfos;          

     int          m_mcPdg;                  
     int          m_mcNuPdg;                
     int          m_mcParentPdg;            
     int          m_mcPrimaryPdg;           
     int          m_mcIsNeutrino;           
     int          m_mcIsPrimary;            
     int          m_mcIsDecay;              
     int          m_mcIsCC;                 

     int          m_pfoPdg;                 
     int          m_pfoNuPdg;               
     int          m_pfoParentPdg;           
     int          m_pfoPrimaryPdg;          
     int          m_pfoIsNeutrino;          
     int          m_pfoIsPrimary;           
     int          m_pfoIsStitched;          

     int          m_pfoTrack;               
     int          m_pfoVertex;              
     double       m_pfoVtxX;                
     double       m_pfoVtxY;                
     double       m_pfoVtxZ;                
     double       m_pfoEndX;                
     double       m_pfoEndY;                
     double       m_pfoEndZ;                
     double       m_pfoDirX;                
     double       m_pfoDirY;                
     double       m_pfoDirZ;                
     double       m_pfoLength;              
     double       m_pfoStraightLength;      

     int          m_mcVertex;               
     double       m_mcVtxX;                 
     double       m_mcVtxY;                 
     double       m_mcVtxZ;                 
     double       m_mcEndX;                 
     double       m_mcEndY;                 
     double       m_mcEndZ;                 
     double       m_mcDirX;                 
     double       m_mcDirY;                 
     double       m_mcDirZ;                 
     double       m_mcEnergy;               
     double       m_mcLength;               
     double       m_mcStraightLength;       

     double       m_completeness;           
     double       m_purity;                 

     int          m_nMCHits;                
     int          m_nPfoHits;               
     int          m_nMatchedHits;           

     int          m_nMCHitsU;               
     int          m_nMCHitsV;               
     int          m_nMCHitsW;               

     int          m_nPfoHitsU;              
     int          m_nPfoHitsV;              
     int          m_nPfoHitsW;              

     int          m_nMatchedHitsU;          
     int          m_nMatchedHitsV;          
     int          m_nMatchedHitsW;          

     int          m_nTrueWithoutRecoHits;   
     int          m_nRecoWithoutTrueHits;   

     double       m_spacepointsMinX;        
     double       m_spacepointsMaxX;        

     std::string  m_hitfinderLabel;         
     std::string  m_trackLabel;             
     std::string  m_particleLabel;          
     std::string  m_backtrackerLabel;       
     std::string  m_geantModuleLabel;       

     bool         m_useDaughterPFParticles; 
     bool         m_useDaughterMCParticles; 
     bool         m_addDaughterPFParticles; 
     bool         m_addDaughterMCParticles; 

     bool         m_recursiveMatching;      
     bool         m_printDebug;             
};

DEFINE_ART_MODULE(PFParticleMonitoring)

} // namespace lar_pandora

//------------------------------------------------------------------------------------------------------------------------------------------
// implementation follows

#include "art/Framework/Principal/Event.h"
#include "fhiclcpp/ParameterSet.h"
#include "art/Framework/Principal/Handle.h"
#include "art/Framework/Services/Registry/ServiceHandle.h"
#include "art/Framework/Services/Optional/TFileService.h"
#include "art/Framework/Services/Optional/TFileDirectory.h"
#include "messagefacility/MessageLogger/MessageLogger.h"

#include "larcore/Geometry/Geometry.h"
#include "larcorealg/Geometry/CryostatGeo.h"
#include "larcorealg/Geometry/TPCGeo.h"
#include "larcorealg/Geometry/PlaneGeo.h"
#include "lardataobj/RecoBase/Hit.h"
#include "lardataobj/RecoBase/Cluster.h"
#include "lardataobj/RecoBase/PFParticle.h"
#include "lardataobj/RecoBase/SpacePoint.h"
#include "lardataobj/RecoBase/Track.h"
#include "lardataobj/RecoBase/Vertex.h"
#include "lardataobj/AnalysisBase/T0.h"
#include "nusimdata/SimulationBase/MCTruth.h"
#include "nusimdata/SimulationBase/MCParticle.h"
#include "lardata/DetectorInfoServices/LArPropertiesService.h"
#include "lardata/DetectorInfoServices/DetectorPropertiesService.h"
#include "lardata/Utilities/AssociationUtil.h"

#include <iostream>

namespace lar_pandora
{

PFParticleMonitoring::PFParticleMonitoring(fhicl::ParameterSet const &pset) : art::EDAnalyzer(pset)
{
    this->reconfigure(pset);
}

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

PFParticleMonitoring::~PFParticleMonitoring()
{
}

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

void PFParticleMonitoring::reconfigure(fhicl::ParameterSet const &pset)
{
    m_trackLabel = pset.get<std::string>("TrackModule","pandoraTracks");
    m_particleLabel = pset.get<std::string>("PFParticleModule","pandora");
    m_hitfinderLabel = pset.get<std::string>("HitFinderModule","gaushit");
    m_backtrackerLabel = pset.get<std::string>("BackTrackerModule","gaushitTruthMatch");
    m_geantModuleLabel = pset.get<std::string>("GeantModule","largeant");

    m_useDaughterPFParticles = pset.get<bool>("UseDaughterPFParticles",false);
    m_useDaughterMCParticles = pset.get<bool>("UseDaughterMCParticles",true);
    m_addDaughterPFParticles = pset.get<bool>("AddDaughterPFParticles",true);
    m_addDaughterMCParticles = pset.get<bool>("AddDaughterMCParticles",true);

    m_recursiveMatching = pset.get<bool>("RecursiveMatching",false);
    m_printDebug = pset.get<bool>("PrintDebug",false);
}

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

void PFParticleMonitoring::beginJob()
{
    mf::LogDebug("LArPandora") << " *** PFParticleMonitoring::beginJob() *** " << std::endl;

    //
    art::ServiceHandle<art::TFileService> tfs;

    m_pRecoTree = tfs->make<TTree>("pandora", "LAr Reco vs True");
    m_pRecoTree->Branch("run", &m_run,"run/I");
    m_pRecoTree->Branch("event", &m_event,"event/I");
    m_pRecoTree->Branch("index", &m_index,"index/I");
    m_pRecoTree->Branch("nMCParticles", &m_nMCParticles, "nMCParticles/I");
    m_pRecoTree->Branch("nNeutrinoPfos", &m_nNeutrinoPfos, "nNeutrinoPfos/I");
    m_pRecoTree->Branch("nPrimaryPfos", &m_nPrimaryPfos, "nPrimaryPfos/I");
    m_pRecoTree->Branch("nDaughterPfos", &m_nDaughterPfos, "nDaughterPfos/I");
    m_pRecoTree->Branch("mcPdg", &m_mcPdg , "mcPdg/I");
    m_pRecoTree->Branch("mcNuPdg", &m_mcNuPdg, "mcNuPdg/I");
    m_pRecoTree->Branch("mcParentPdg", &m_mcParentPdg, "mcParentPdg/I");
    m_pRecoTree->Branch("mcPrimaryPdg", &m_mcPrimaryPdg, "mcPrimaryPdg/I");
    m_pRecoTree->Branch("mcIsNeutrino", &m_mcIsNeutrino, "mcIsNeutrino/I");
    m_pRecoTree->Branch("mcIsPrimary", &m_mcIsPrimary, "mcIsPrimary/I");
    m_pRecoTree->Branch("mcIsDecay", &m_mcIsDecay, "mcIsDecay/I");
    m_pRecoTree->Branch("mcIsCC", &m_mcIsCC, "mcIsCC/I");
    m_pRecoTree->Branch("pfoPdg", &m_pfoPdg, "pfoPdg/I");
    m_pRecoTree->Branch("pfoNuPdg", &m_pfoNuPdg, "pfoNuPdg/I");
    m_pRecoTree->Branch("pfoParentPdg", &m_pfoParentPdg, "pfoParentPdg/I");
    m_pRecoTree->Branch("pfoPrimaryPdg", &m_pfoPrimaryPdg, "pfoPrimaryPdg/I");
    m_pRecoTree->Branch("pfoIsNeutrino", &m_pfoIsNeutrino, "pfoIsNeutrino/I");
    m_pRecoTree->Branch("pfoIsPrimary", &m_pfoIsPrimary, "pfoIsPrimary/I");
    m_pRecoTree->Branch("pfoIsStitched", &m_pfoIsStitched, "pfoIsStitched/I");
    m_pRecoTree->Branch("pfoTrack", &m_pfoTrack, "pfoTrack/I");
    m_pRecoTree->Branch("pfoVertex", &m_pfoVertex, "pfoVertex/I");
    m_pRecoTree->Branch("pfoVtxX", &m_pfoVtxX, "pfoVtxX/D");
    m_pRecoTree->Branch("pfoVtxY", &m_pfoVtxY, "pfoVtxY/D");
    m_pRecoTree->Branch("pfoVtxZ", &m_pfoVtxZ, "pfoVtxZ/D");
    m_pRecoTree->Branch("pfoEndX", &m_pfoEndX, "pfoEndX/D");
    m_pRecoTree->Branch("pfoEndY", &m_pfoEndY, "pfoEndY/D");
    m_pRecoTree->Branch("pfoEndZ", &m_pfoEndZ, "pfoEndZ/D");
    m_pRecoTree->Branch("pfoDirX", &m_pfoDirX, "pfoDirX/D");
    m_pRecoTree->Branch("pfoDirY", &m_pfoDirY, "pfoDirY/D");
    m_pRecoTree->Branch("pfoDirZ", &m_pfoDirZ, "pfoDirZ/D");
    m_pRecoTree->Branch("pfoLength", &m_pfoLength, "pfoLength/D");
    m_pRecoTree->Branch("pfoStraightLength", &m_pfoStraightLength, "pfoStraightLength/D");
    m_pRecoTree->Branch("mcVertex", &m_mcVertex, "mcVertex/I");
    m_pRecoTree->Branch("mcVtxX", &m_mcVtxX, "mcVtxX/D");
    m_pRecoTree->Branch("mcVtxY", &m_mcVtxY, "mcVtxY/D");
    m_pRecoTree->Branch("mcVtxZ", &m_mcVtxZ, "mcVtxZ/D");
    m_pRecoTree->Branch("mcEndX", &m_mcEndX, "mcEndX/D");
    m_pRecoTree->Branch("mcEndY", &m_mcEndY, "mcEndY/D");
    m_pRecoTree->Branch("mcEndZ", &m_mcEndZ, "mcEndZ/D");
    m_pRecoTree->Branch("mcDirX", &m_mcDirX, "mcDirX/D");
    m_pRecoTree->Branch("mcDirY", &m_mcDirY, "mcDirY/D");
    m_pRecoTree->Branch("mcDirZ", &m_mcDirZ, "mcDirZ/D");
    m_pRecoTree->Branch("mcEnergy", &m_mcEnergy, "mcEnergy/D");
    m_pRecoTree->Branch("mcLength", &m_mcLength, "mcLength/D");
    m_pRecoTree->Branch("mcStraightLength", &m_mcStraightLength, "mcStraightLength/D");
    m_pRecoTree->Branch("completeness", &m_completeness, "completeness/D");
    m_pRecoTree->Branch("purity", &m_purity, "purity/D");
    m_pRecoTree->Branch("nMCHits", &m_nMCHits, "nMCHits/I");
    m_pRecoTree->Branch("nPfoHits", &m_nPfoHits, "nPfoHits/I");
    m_pRecoTree->Branch("nMatchedHits", &m_nMatchedHits, "nMatchedHits/I");
    m_pRecoTree->Branch("nMCHitsU", &m_nMCHitsU, "nMCHitsU/I");
    m_pRecoTree->Branch("nMCHitsV", &m_nMCHitsV, "nMCHitsV/I");
    m_pRecoTree->Branch("nMCHitsW", &m_nMCHitsW, "nMCHitsW/I");
    m_pRecoTree->Branch("nPfoHitsU", &m_nPfoHitsU, "nPfoHitsU/I");
    m_pRecoTree->Branch("nPfoHitsV", &m_nPfoHitsV, "nPfoHitsV/I");
    m_pRecoTree->Branch("nPfoHitsW", &m_nPfoHitsW, "nPfoHitsW/I");
    m_pRecoTree->Branch("nMatchedHitsU", &m_nMatchedHitsU, "nMatchedHitsU/I");
    m_pRecoTree->Branch("nMatchedHitsV", &m_nMatchedHitsV, "nMatchedHitsV/I");
    m_pRecoTree->Branch("nMatchedHitsW", &m_nMatchedHitsW, "nMatchedHitsW/I");
    m_pRecoTree->Branch("nTrueWithoutRecoHits", &m_nTrueWithoutRecoHits, "nTrueWithoutRecoHits/I");
    m_pRecoTree->Branch("nRecoWithoutTrueHits", &m_nRecoWithoutTrueHits, "nRecoWithoutTrueHits/I");
    m_pRecoTree->Branch("spacepointsMinX", &m_spacepointsMinX, "spacepointsMinX/D");
    m_pRecoTree->Branch("spacepointsMaxX", &m_spacepointsMaxX, "spacepointsMaxX/D");
}

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

void PFParticleMonitoring::endJob()
{
}

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

void PFParticleMonitoring::analyze(const art::Event &evt)
{
    if (m_printDebug)
        std::cout << " *** PFParticleMonitoring::analyze(...) *** " << std::endl;

    m_run = evt.run();
    m_event = evt.id().event();
    m_index = 0;

    m_nMCParticles = 0;
    m_nNeutrinoPfos = 0;
    m_nPrimaryPfos = 0;
    m_nDaughterPfos = 0;

    m_mcPdg = 0;
    m_mcNuPdg = 0;
    m_mcParentPdg = 0;
    m_mcPrimaryPdg = 0;
    m_mcIsNeutrino = 0;
    m_mcIsPrimary = 0;
    m_mcIsDecay = 0;
    m_mcIsCC = 0;

    m_pfoPdg = 0;
    m_pfoNuPdg = 0;
    m_pfoParentPdg = 0;
    m_pfoPrimaryPdg = 0;
    m_pfoIsNeutrino = 0;
    m_pfoIsPrimary = 0;
    m_pfoIsStitched = 0;
    m_pfoTrack = 0;
    m_pfoVertex = 0;
    m_pfoVtxX = 0.0;
    m_pfoVtxY = 0.0;
    m_pfoVtxZ = 0.0;
    m_pfoEndX = 0.0;
    m_pfoEndY = 0.0;
    m_pfoEndZ = 0.0;
    m_pfoDirX = 0.0;
    m_pfoDirY = 0.0;
    m_pfoDirZ = 0.0;
    m_pfoLength = 0.0;
    m_pfoStraightLength = 0.0;

    m_mcVertex = 0;
    m_mcVtxX = 0.0;
    m_mcVtxY = 0.0;
    m_mcVtxZ = 0.0;
    m_mcEndX = 0.0;
    m_mcEndY = 0.0;
    m_mcEndZ = 0.0;
    m_mcDirX = 0.0;
    m_mcDirY = 0.0;
    m_mcDirZ = 0.0;
    m_mcEnergy = 0.0;
    m_mcLength = 0.0;
    m_mcStraightLength = 0.0;

    m_completeness = 0.0;
    m_purity = 0.0;

    m_nMCHits = 0;
    m_nPfoHits = 0;
    m_nMatchedHits = 0;
    m_nMCHitsU = 0;
    m_nMCHitsV = 0;
    m_nMCHitsW = 0;
    m_nPfoHitsU = 0;
    m_nPfoHitsV = 0;
    m_nPfoHitsW = 0;
    m_nMatchedHitsU = 0;
    m_nMatchedHitsV = 0;
    m_nMatchedHitsW = 0;

    m_nTrueWithoutRecoHits = 0;
    m_nRecoWithoutTrueHits = 0;

    m_spacepointsMinX = 0.0;
    m_spacepointsMaxX = 0.0;

    if (m_printDebug)
    {
        std::cout << "  Run: " << m_run << std::endl;
        std::cout << "  Event: " << m_event << std::endl;
    }

    // Collect Hits
    // ============
    HitVector hitVector;
    LArPandoraHelper::CollectHits(evt, m_hitfinderLabel, hitVector);

    if (m_printDebug)
        std::cout << "  Hits: " << hitVector.size() << std::endl;

    // Collect SpacePoints and SpacePoint <-> Hit Associations
    // =======================================================
    SpacePointVector spacePointVector;
    SpacePointsToHits spacePointsToHits;
    HitsToSpacePoints hitsToSpacePoints;
    LArPandoraHelper::CollectSpacePoints(evt, m_particleLabel, spacePointVector, spacePointsToHits, hitsToSpacePoints);

    if (m_printDebug)
        std::cout << "  SpacePoints: " << spacePointVector.size() << std::endl;

    // Collect Tracks and PFParticle <-> Track Associations
    // ====================================================
    TrackVector recoTrackVector;
    PFParticlesToTracks recoParticlesToTracks;
    LArPandoraHelper::CollectTracks(evt, m_trackLabel, recoTrackVector, recoParticlesToTracks);

    if (m_printDebug)
        std::cout << "  Tracks: " << recoTrackVector.size() << std::endl;

    // Collect TOs and PFParticle <-> T0 Associations
    // ==============================================
    T0Vector t0Vector;
    PFParticlesToT0s particlesToT0s;
    LArPandoraHelper::CollectT0s(evt, m_particleLabel, t0Vector, particlesToT0s);

    // Collect Vertices and PFParticle <-> Vertex Associations
    // =======================================================
    VertexVector recoVertexVector;
    PFParticlesToVertices recoParticlesToVertices;
    LArPandoraHelper::CollectVertices(evt, m_particleLabel, recoVertexVector, recoParticlesToVertices);

    if (m_printDebug)
        std::cout << "  Vertices: " << recoVertexVector.size() << std::endl;

    // Collect PFParticles and match Reco Particles to Hits
    // ====================================================
    PFParticleVector recoParticleVector;
    PFParticleVector recoNeutrinoVector;
    PFParticlesToHits recoParticlesToHits;
    HitsToPFParticles recoHitsToParticles;

    LArPandoraHelper::CollectPFParticles(evt, m_particleLabel, recoParticleVector);
    LArPandoraHelper::SelectNeutrinoPFParticles(recoParticleVector, recoNeutrinoVector);
    LArPandoraHelper::BuildPFParticleHitMaps(evt, m_particleLabel, recoParticlesToHits, recoHitsToParticles,
        (m_useDaughterPFParticles ? (m_addDaughterPFParticles ? LArPandoraHelper::kAddDaughters : LArPandoraHelper::kUseDaughters) : LArPandoraHelper::kIgnoreDaughters));

    if (m_printDebug)
    {
        std::cout << "  RecoNeutrinos: " << recoNeutrinoVector.size() << std::endl;
        std::cout << "  RecoParticles: " << recoParticleVector.size() << std::endl;
    }

    // Collect MCParticles and match True Particles to Hits
    // ====================================================
    MCParticleVector trueParticleVector;
    MCTruthToMCParticles truthToParticles;
    MCParticlesToMCTruth particlesToTruth;
    MCParticlesToHits trueParticlesToHits;
    HitsToMCParticles trueHitsToParticles;

    if (!evt.isRealData())
    {
        LArPandoraHelper::CollectMCParticles(evt, m_geantModuleLabel, trueParticleVector);
        LArPandoraHelper::CollectMCParticles(evt, m_geantModuleLabel, truthToParticles, particlesToTruth);

        LArPandoraHelper::BuildMCParticleHitMaps(evt, m_geantModuleLabel, hitVector, trueParticlesToHits, trueHitsToParticles,
            (m_useDaughterMCParticles ? (m_addDaughterMCParticles ? LArPandoraHelper::kAddDaughters : LArPandoraHelper::kUseDaughters) : LArPandoraHelper::kIgnoreDaughters));

        if (trueHitsToParticles.empty())
        {
            if (m_backtrackerLabel.empty())
                throw cet::exception("LArPandora") << " PFParticleMonitoring::analyze - no sim channels found, backtracker module must be set in FHiCL " << std::endl;

            LArPandoraHelper::BuildMCParticleHitMaps(evt, m_geantModuleLabel, m_hitfinderLabel, m_backtrackerLabel,
                trueParticlesToHits, trueHitsToParticles,
                (m_useDaughterMCParticles ? (m_addDaughterMCParticles ? LArPandoraHelper::kAddDaughters : LArPandoraHelper::kUseDaughters) : LArPandoraHelper::kIgnoreDaughters));
        }
    }

    if (m_printDebug)
    {
        std::cout << "  TrueParticles: " << particlesToTruth.size() << std::endl;
        std::cout << "  TrueEvents: " << truthToParticles.size() << std::endl;
        std::cout << "  MatchedParticles: " << trueParticlesToHits.size() << std::endl;
    }

    if (trueParticlesToHits.empty())
    {
        m_pRecoTree->Fill();
        return;
    }

    // Build Reco and True Particle Maps (for Parent/Daughter Navigation)
    // =================================================================
    MCParticleMap trueParticleMap;
    PFParticleMap recoParticleMap;

    LArPandoraHelper::BuildMCParticleMap(trueParticleVector, trueParticleMap);
    LArPandoraHelper::BuildPFParticleMap(recoParticleVector, recoParticleMap);

    m_nMCParticles  = trueParticlesToHits.size();
    m_nNeutrinoPfos = 0;
    m_nPrimaryPfos  = 0;
    m_nDaughterPfos = 0;

    // Count reconstructed particles
    for (PFParticleVector::const_iterator iter = recoParticleVector.begin(), iterEnd = recoParticleVector.end(); iter != iterEnd; ++iter)
    {
        const art::Ptr<recob::PFParticle> recoParticle = *iter;

        if (LArPandoraHelper::IsNeutrino(recoParticle))
        {
            m_nNeutrinoPfos++;
        }
        else if (LArPandoraHelper::IsFinalState(recoParticleMap, recoParticle))
        {
            m_nPrimaryPfos++;
        }
        else
        {
            m_nDaughterPfos++;
        }
    }

    // Match Reco Neutrinos to True Neutrinos
    // ======================================
    PFParticlesToHits recoNeutrinosToHits;
    HitsToPFParticles recoHitsToNeutrinos;
    HitsToMCTruth trueHitsToNeutrinos;
    MCTruthToHits trueNeutrinosToHits;
    this->BuildRecoNeutrinoHitMaps(recoParticleMap, recoParticlesToHits, recoNeutrinosToHits, recoHitsToNeutrinos);
    this->BuildTrueNeutrinoHitMaps(truthToParticles, trueParticlesToHits, trueNeutrinosToHits, trueHitsToNeutrinos);

    MCTruthToPFParticles matchedNeutrinos;
    MCTruthToHits matchedNeutrinoHits;
    this->GetRecoToTrueMatches(recoNeutrinosToHits, trueHitsToNeutrinos, matchedNeutrinos, matchedNeutrinoHits);

    for (MCTruthToHits::const_iterator iter = trueNeutrinosToHits.begin(), iterEnd = trueNeutrinosToHits.end(); iter != iterEnd; ++iter)
    {
        const art::Ptr<simb::MCTruth> trueEvent = iter->first;
        const HitVector &trueHitVector = iter->second;

        if (trueHitVector.empty())
            continue;

        if (!trueEvent->NeutrinoSet())
            continue;

        const simb::MCNeutrino trueNeutrino(trueEvent->GetNeutrino());
        const simb::MCParticle trueParticle(trueNeutrino.Nu());

        m_mcIsCC = ((simb::kCC == trueNeutrino.CCNC()) ? 1 : 0);
        m_mcPdg = trueParticle.PdgCode();
        m_mcNuPdg = m_mcPdg;
        m_mcParentPdg = 0;
        m_mcPrimaryPdg = 0;
        m_mcIsNeutrino = 1;
        m_mcIsPrimary = 0;
        m_mcIsDecay = 0;

        m_mcVertex = 1;
        m_mcVtxX = trueParticle.Vx();
        m_mcVtxY = trueParticle.Vy();
        m_mcVtxZ = trueParticle.Vz();
        m_mcEndX = m_mcVtxX;
        m_mcEndY = m_mcVtxY;
        m_mcEndZ = m_mcVtxZ;
        m_mcDirX = trueParticle.Px() / trueParticle.P();
        m_mcDirY = trueParticle.Py() / trueParticle.P();
        m_mcDirZ = trueParticle.Pz() / trueParticle.P();
        m_mcEnergy = trueParticle.E();
        m_mcLength = 0.0;
        m_mcStraightLength = 0.0;

        m_nMCHits = trueHitVector.size();
        m_nMCHitsU = this->CountHitsByType(geo::kU, trueHitVector);
        m_nMCHitsV = this->CountHitsByType(geo::kV, trueHitVector);
        m_nMCHitsW = this->CountHitsByType(geo::kW, trueHitVector);

        m_pfoPdg = 0;
        m_pfoNuPdg = 0;
        m_pfoParentPdg = 0;
        m_pfoPrimaryPdg = 0;
        m_pfoIsNeutrino = 0;
        m_pfoIsPrimary = 0;
        m_pfoIsStitched = 0;
        m_pfoTrack = 0;
        m_pfoVertex = 0;
        m_pfoVtxX = 0.0;
        m_pfoVtxY = 0.0;
        m_pfoVtxZ = 0.0;
        m_pfoEndX = 0.0;
        m_pfoEndY = 0.0;
        m_pfoEndZ = 0.0;
        m_pfoDirX = 0.0;
        m_pfoDirY = 0.0;
        m_pfoDirZ = 0.0;
        m_pfoLength = 0.0;
        m_pfoStraightLength = 0.0;

        m_nPfoHits = 0;
        m_nPfoHitsU = 0;
        m_nPfoHitsV = 0;
        m_nPfoHitsW = 0;

        m_nMatchedHits = 0;
        m_nMatchedHitsU = 0;
        m_nMatchedHitsV = 0;
        m_nMatchedHitsW = 0;

        m_nTrueWithoutRecoHits = 0;
        m_nRecoWithoutTrueHits = 0;

        m_spacepointsMinX = 0.0;
        m_spacepointsMaxX = 0.0;

        m_completeness = 0.0;
        m_purity = 0.0;

        for (HitVector::const_iterator hIter1 = trueHitVector.begin(), hIterEnd1 = trueHitVector.end(); hIter1 != hIterEnd1; ++hIter1)
        {
            if (recoHitsToNeutrinos.find(*hIter1) == recoHitsToNeutrinos.end())
                ++m_nTrueWithoutRecoHits;
        }

        MCTruthToPFParticles::const_iterator pIter1 = matchedNeutrinos.find(trueEvent);
        if (matchedNeutrinos.end() != pIter1)
        {
            const art::Ptr<recob::PFParticle> recoParticle = pIter1->second;
            m_pfoPdg = recoParticle->PdgCode();
            m_pfoNuPdg = m_pfoPdg;
            m_pfoParentPdg = m_pfoPdg;
            m_pfoPrimaryPdg = 0;
            m_pfoIsNeutrino = 1;
            m_pfoIsPrimary = 0;

            if (!LArPandoraHelper::IsNeutrino(recoParticle))
                std::cout << " Warning: Found neutrino with an invalid PDG code " << std::endl;

            PFParticlesToHits::const_iterator pIter2 = recoNeutrinosToHits.find(recoParticle);
            if (recoParticlesToHits.end() != pIter2)
            {
                const HitVector &recoHitVector = pIter2->second;

                for (HitVector::const_iterator hIter2 = recoHitVector.begin(), hIterEnd2 = recoHitVector.end(); hIter2 != hIterEnd2; ++hIter2)
                {
                    if (trueHitsToNeutrinos.find(*hIter2) == trueHitsToNeutrinos.end())
                        ++m_nRecoWithoutTrueHits;
                }

                MCTruthToHits::const_iterator pIter3 = matchedNeutrinoHits.find(trueEvent);
                if (matchedNeutrinoHits.end() != pIter3)
                {
                    const HitVector &matchedHitVector = pIter3->second;

                    m_nPfoHits = recoHitVector.size();
                    m_nPfoHitsU = this->CountHitsByType(geo::kU, recoHitVector);
                    m_nPfoHitsV = this->CountHitsByType(geo::kV, recoHitVector);
                    m_nPfoHitsW = this->CountHitsByType(geo::kW, recoHitVector);

                    m_nMatchedHits = matchedHitVector.size();
                    m_nMatchedHitsU = this->CountHitsByType(geo::kU, matchedHitVector);
                    m_nMatchedHitsV = this->CountHitsByType(geo::kV, matchedHitVector);
                    m_nMatchedHitsW = this->CountHitsByType(geo::kW, matchedHitVector);

                    PFParticlesToVertices::const_iterator pIter4 = recoParticlesToVertices.find(recoParticle);
                    if (recoParticlesToVertices.end() != pIter4)
                    {
                        const VertexVector &vertexVector = pIter4->second;
                        if (!vertexVector.empty())
                        {
                            if (vertexVector.size() !=1 && m_printDebug)
                                std::cout << " Warning: Found particle with more than one associated vertex " << std::endl;

                            const art::Ptr<recob::Vertex> recoVertex = *(vertexVector.begin());
                            double xyz[3] = {0.0, 0.0, 0.0} ;
                            recoVertex->XYZ(xyz);

                            m_pfoVertex = 1;
                            m_pfoVtxX = xyz[0];
                            m_pfoVtxY = xyz[1];
                            m_pfoVtxZ = xyz[2];
                        }
                    }
                }
            }
        }

        m_purity = ((m_nPfoHits == 0) ? 0.0 : static_cast<double>(m_nMatchedHits) / static_cast<double>(m_nPfoHits));
        m_completeness = ((m_nPfoHits == 0) ? 0.0 : static_cast<double>(m_nMatchedHits) / static_cast<double>(m_nMCHits));

        if (m_printDebug)
          std::cout << "    MCNeutrino [" << m_index << "]"
                    << "  trueNu=" << m_mcNuPdg << ", truePdg=" << m_mcPdg << ", recoNu=" << m_pfoNuPdg << ", recoPdg=" << m_pfoPdg
                    << ", mcHits=" << m_nMCHits << ", pfoHits=" << m_nPfoHits << ", matchedHits=" << m_nMatchedHits
                    << ", availableHits=" << m_nTrueWithoutRecoHits << std::endl;

        m_pRecoTree->Fill();
        ++m_index; // Increment index number
    }


    // Match Reco Particles to True Particles
    // ======================================
    MCParticlesToPFParticles matchedParticles;
    MCParticlesToHits matchedParticleHits;
    this->GetRecoToTrueMatches(recoParticlesToHits, trueHitsToParticles, matchedParticles, matchedParticleHits);

    // Compare true and reconstructed particles
    for (MCParticlesToHits::const_iterator iter = trueParticlesToHits.begin(), iterEnd = trueParticlesToHits.end(); iter != iterEnd; ++iter)
    {
        const art::Ptr<simb::MCParticle> trueParticle = iter->first;
        const HitVector &trueHitVector = iter->second;

        if (trueHitVector.empty())
            continue;

        m_mcPdg = trueParticle->PdgCode();
        m_mcNuPdg = 0;
        m_mcParentPdg = 0;
        m_mcPrimaryPdg = 0;
        m_mcIsNeutrino = 0;
        m_mcIsPrimary = 0;
        m_mcIsDecay = 0;
        m_mcIsCC = 0;

        m_pfoPdg = 0;
        m_pfoNuPdg = 0;
        m_pfoParentPdg = 0;
        m_pfoPrimaryPdg = 0;
        m_pfoIsNeutrino = 0;
        m_pfoIsPrimary = 0;
        m_pfoIsStitched = 0;
        m_pfoTrack = 0;
        m_pfoVertex = 0;
        m_pfoVtxX = 0.0;
        m_pfoVtxY = 0.0;
        m_pfoVtxZ = 0.0;
        m_pfoEndX = 0.0;
        m_pfoEndY = 0.0;
        m_pfoEndZ = 0.0;
        m_pfoDirX = 0.0;
        m_pfoDirY = 0.0;
        m_pfoDirZ = 0.0;
        m_pfoLength = 0.0;
        m_pfoStraightLength = 0.0;

        m_mcVertex = 0;
        m_mcVtxX = 0.0;
        m_mcVtxY = 0.0;
        m_mcVtxZ = 0.0;
        m_mcEndX = 0.0;
        m_mcEndY = 0.0;
        m_mcEndZ = 0.0;
        m_mcDirX = 0.0;
        m_mcDirY = 0.0;
        m_mcDirZ = 0.0;
        m_mcEnergy = 0.0;
        m_mcLength = 0.0;
        m_mcStraightLength = 0.0;

        m_completeness = 0.0;
        m_purity = 0.0;

        m_nMCHits = 0;
        m_nMCHitsU = 0;
        m_nMCHitsV = 0;
        m_nMCHitsW = 0;

        m_nPfoHits = 0;
        m_nPfoHitsU = 0;
        m_nPfoHitsV = 0;
        m_nPfoHitsW = 0;

        m_nMatchedHits = 0;
        m_nMatchedHitsU = 0;
        m_nMatchedHitsV = 0;
        m_nMatchedHitsW = 0;

        m_nTrueWithoutRecoHits = 0;
        m_nRecoWithoutTrueHits = 0;

        m_spacepointsMinX = 0.0;
        m_spacepointsMaxX = 0.0;

        // Set true properties
        try
        {
            int startT(-1);
            int endT(-1);
            this->GetStartAndEndPoints(trueParticle, startT, endT);

            // vertex and end positions
            m_mcVertex = 1;
            m_mcVtxX = trueParticle->Vx(startT);
            m_mcVtxY = trueParticle->Vy(startT);
            m_mcVtxZ = trueParticle->Vz(startT);
            m_mcEndX = trueParticle->Vx(endT);
            m_mcEndY = trueParticle->Vy(endT);
            m_mcEndZ = trueParticle->Vz(endT);

            const double dx(m_mcEndX - m_mcVtxX);
            const double dy(m_mcEndY - m_mcVtxY);
            const double dz(m_mcEndZ - m_mcVtxZ);

            m_mcStraightLength = std::sqrt(dx * dx + dy *dy + dz * dz);
            m_mcLength = this->GetLength(trueParticle, startT, endT);

            // energy and momentum
            const double Ptot(trueParticle->P(startT));

            if (Ptot > 0.0)
            {
                m_mcDirX = trueParticle->Px(startT) / Ptot;
                m_mcDirY = trueParticle->Py(startT) / Ptot;
                m_mcDirZ = trueParticle->Pz(startT) / Ptot;
                m_mcEnergy = trueParticle->E(startT);
            }
        }
        catch (cet::exception &e){
        }

        // Get the true parent neutrino
        MCParticlesToMCTruth::const_iterator nuIter = particlesToTruth.find(trueParticle);
        if (particlesToTruth.end() == nuIter)
            throw cet::exception("LArPandora") << " PFParticleMonitoring::analyze --- Found a true particle without any ancestry information ";

        const art::Ptr<simb::MCTruth> trueEvent = nuIter->second;

        if (trueEvent->NeutrinoSet())
        {
            const simb::MCNeutrino neutrino(trueEvent->GetNeutrino());
            m_mcNuPdg = neutrino.Nu().PdgCode();
            m_mcIsCC = ((simb::kCC == neutrino.CCNC()) ? 1 : 0);
        }

        // Get the true 'parent' and 'primary' particles
        try
        {
            const art::Ptr<simb::MCParticle> parentParticle(LArPandoraHelper::GetParentMCParticle(trueParticleMap, trueParticle));
            const art::Ptr<simb::MCParticle> primaryParticle(LArPandoraHelper::GetFinalStateMCParticle(trueParticleMap, trueParticle));
            m_mcParentPdg = ((parentParticle != trueParticle) ? parentParticle->PdgCode() : 0);
            m_mcPrimaryPdg = primaryParticle->PdgCode();
            m_mcIsPrimary = (primaryParticle == trueParticle);
            m_mcIsDecay = ("Decay" == trueParticle->Process());
        }
        catch (cet::exception &e){
        }

        // Find min and max X positions of space points
        bool foundSpacePoints(false);

        for (HitVector::const_iterator hIter1 = trueHitVector.begin(), hIterEnd1 = trueHitVector.end(); hIter1 != hIterEnd1; ++hIter1)
        {
            const art::Ptr<recob::Hit> hit = *hIter1;

            HitsToSpacePoints::const_iterator hIter2 = hitsToSpacePoints.find(hit);
            if (hitsToSpacePoints.end() == hIter2)
                continue;

            const art::Ptr<recob::SpacePoint> spacepoint = hIter2->second;
            const double X(spacepoint->XYZ()[0]);

            if (!foundSpacePoints)
            {
                m_spacepointsMinX = X;
                m_spacepointsMaxX = X;
                foundSpacePoints = true;
            }
            else
            {
                m_spacepointsMinX = std::min(m_spacepointsMinX, X);
                m_spacepointsMaxX = std::max(m_spacepointsMaxX, X);
            }
        }

        // Count number of available hits
        for (HitVector::const_iterator hIter1 = trueHitVector.begin(), hIterEnd1 = trueHitVector.end(); hIter1 != hIterEnd1; ++hIter1)
        {
            if (recoHitsToParticles.find(*hIter1) == recoHitsToParticles.end())
                ++m_nTrueWithoutRecoHits;
        }

        // Match true and reconstructed hits
        m_nMCHits = trueHitVector.size();
        m_nMCHitsU = this->CountHitsByType(geo::kU, trueHitVector);
        m_nMCHitsV = this->CountHitsByType(geo::kV, trueHitVector);
        m_nMCHitsW = this->CountHitsByType(geo::kW, trueHitVector);

        MCParticlesToPFParticles::const_iterator pIter1 = matchedParticles.find(trueParticle);
        if (matchedParticles.end() != pIter1)
        {
            const art::Ptr<recob::PFParticle> recoParticle = pIter1->second;
            m_pfoPdg = recoParticle->PdgCode();
            m_pfoNuPdg = LArPandoraHelper::GetParentNeutrino(recoParticleMap, recoParticle);
            m_pfoIsPrimary = LArPandoraHelper::IsFinalState(recoParticleMap, recoParticle);

            const art::Ptr<recob::PFParticle> parentParticle = LArPandoraHelper::GetParentPFParticle(recoParticleMap, recoParticle);
            m_pfoParentPdg = parentParticle->PdgCode();

            const art::Ptr<recob::PFParticle> primaryParticle = LArPandoraHelper::GetFinalStatePFParticle(recoParticleMap, recoParticle);
            m_pfoPrimaryPdg = primaryParticle->PdgCode();

            PFParticlesToHits::const_iterator pIter2 = recoParticlesToHits.find(recoParticle);
            if (recoParticlesToHits.end() == pIter2)
                throw cet::exception("LArPandora") << " PFParticleMonitoring::analyze --- Found a reco particle without any hits ";

            const HitVector &recoHitVector = pIter2->second;

            for (HitVector::const_iterator hIter2 = recoHitVector.begin(), hIterEnd2 = recoHitVector.end(); hIter2 != hIterEnd2; ++hIter2)
            {
                if (trueHitsToParticles.find(*hIter2) == trueHitsToParticles.end())
                    ++m_nRecoWithoutTrueHits;
            }

            MCParticlesToHits::const_iterator pIter3 = matchedParticleHits.find(trueParticle);
            if (matchedParticleHits.end() == pIter3)
                throw cet::exception("LArPandora") << " PFParticleMonitoring::analyze --- Found a matched true particle without matched hits ";

            const HitVector &matchedHitVector = pIter3->second;

            m_nPfoHits = recoHitVector.size();
            m_nPfoHitsU = this->CountHitsByType(geo::kU, recoHitVector);
            m_nPfoHitsV = this->CountHitsByType(geo::kV, recoHitVector);
            m_nPfoHitsW = this->CountHitsByType(geo::kW, recoHitVector);

            m_nMatchedHits = matchedHitVector.size();
            m_nMatchedHitsU = this->CountHitsByType(geo::kU, matchedHitVector);
            m_nMatchedHitsV = this->CountHitsByType(geo::kV, matchedHitVector);
            m_nMatchedHitsW = this->CountHitsByType(geo::kW, matchedHitVector);

            PFParticlesToVertices::const_iterator pIter4 = recoParticlesToVertices.find(recoParticle);
            if (recoParticlesToVertices.end() != pIter4)
            {
                const VertexVector &vertexVector = pIter4->second;
                if (!vertexVector.empty())
                {
                    if (vertexVector.size() !=1 && m_printDebug)
                        std::cout << " Warning: Found particle with more than one associated vertex " << std::endl;

                    const art::Ptr<recob::Vertex> recoVertex = *(vertexVector.begin());
                    double xyz[3] = {0.0, 0.0, 0.0} ;
                    recoVertex->XYZ(xyz);

                    m_pfoVertex = 1;
                    m_pfoVtxX = xyz[0];
                    m_pfoVtxY = xyz[1];
                    m_pfoVtxZ = xyz[2];
                }
            }

            PFParticlesToTracks::const_iterator pIter5 = recoParticlesToTracks.find(recoParticle);
            if (recoParticlesToTracks.end() != pIter5)
            {
                const TrackVector &trackVector = pIter5->second;
                if (!trackVector.empty())
                {
                    if (trackVector.size() !=1 && m_printDebug)
                        std::cout << " Warning: Found particle with more than one associated track " << std::endl;

                    const art::Ptr<recob::Track> recoTrack = *(trackVector.begin());
                    const auto &vtxPosition = recoTrack->Vertex();
                    const auto &endPosition = recoTrack->End();
                    const auto &vtxDirection = recoTrack->VertexDirection();

                    m_pfoTrack = 1;
                    m_pfoVtxX = vtxPosition.x();
                    m_pfoVtxY = vtxPosition.y();
                    m_pfoVtxZ = vtxPosition.z();
                    m_pfoEndX = endPosition.x();
                    m_pfoEndY = endPosition.y();
                    m_pfoEndZ = endPosition.z();
                    m_pfoDirX = vtxDirection.x();
                    m_pfoDirY = vtxDirection.y();
                    m_pfoDirZ = vtxDirection.z();
                    m_pfoStraightLength = (endPosition - vtxPosition).R();
                    m_pfoLength = recoTrack->Length();
                }
            }

            m_pfoIsStitched = (particlesToT0s.end() != particlesToT0s.find(recoParticle));
        }

        m_purity = ((m_nPfoHits == 0) ? 0.0 : static_cast<double>(m_nMatchedHits) / static_cast<double>(m_nPfoHits));
        m_completeness = ((m_nPfoHits == 0) ? 0.0 : static_cast<double>(m_nMatchedHits) / static_cast<double>(m_nMCHits));

        if (m_printDebug)
          std::cout << "    MCParticle [" << m_index << "]"
                    << "  trueNu=" << m_mcNuPdg << ", truePdg=" << m_mcPdg << ", recoNu=" << m_pfoNuPdg << ", recoPdg=" << m_pfoPdg
                    << ", mcHits=" << m_nMCHits << ", pfoHits=" << m_nPfoHits << ", matchedHits=" << m_nMatchedHits
                    << ", availableHits=" << m_nTrueWithoutRecoHits << std::endl;

        m_pRecoTree->Fill();
        ++m_index; // Increment index number
    }
}

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

void  PFParticleMonitoring::BuildTrueNeutrinoHitMaps(const MCTruthToMCParticles &truthToParticles, const MCParticlesToHits &trueParticlesToHits,
    MCTruthToHits &trueNeutrinosToHits, HitsToMCTruth &trueHitsToNeutrinos) const
{
    for (MCTruthToMCParticles::const_iterator iter1 = truthToParticles.begin(), iterEnd1 = truthToParticles.end();
        iter1 != iterEnd1; ++iter1)
    {
        const art::Ptr<simb::MCTruth> trueNeutrino = iter1->first;
        const MCParticleVector &trueParticleVector = iter1->second;

        for (MCParticleVector::const_iterator iter2 = trueParticleVector.begin(), iterEnd2 = trueParticleVector.end(); iter2 != iterEnd2; ++iter2)
        {
            const MCParticlesToHits::const_iterator iter3 = trueParticlesToHits.find(*iter2);
            if (trueParticlesToHits.end() == iter3)
                continue;

            const HitVector &hitVector = iter3->second;

            for (HitVector::const_iterator iter4 = hitVector.begin(), iterEnd4 = hitVector.end(); iter4 != iterEnd4; ++iter4)
            {
                const art::Ptr<recob::Hit> hit = *iter4;
                trueHitsToNeutrinos[hit] = trueNeutrino;
                trueNeutrinosToHits[trueNeutrino].push_back(hit);
            }
        }
    }
}

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

void PFParticleMonitoring::BuildRecoNeutrinoHitMaps(const PFParticleMap &recoParticleMap, const PFParticlesToHits &recoParticlesToHits,
    PFParticlesToHits &recoNeutrinosToHits, HitsToPFParticles &recoHitsToNeutrinos) const
{
    for (PFParticleMap::const_iterator iter1 = recoParticleMap.begin(), iterEnd1 = recoParticleMap.end(); iter1 != iterEnd1; ++iter1)
    {
        const art::Ptr<recob::PFParticle> recoParticle = iter1->second;
        const art::Ptr<recob::PFParticle> recoNeutrino = LArPandoraHelper::GetParentPFParticle(recoParticleMap, recoParticle);

        if (!LArPandoraHelper::IsNeutrino(recoNeutrino))
            continue;

        const PFParticlesToHits::const_iterator iter2 = recoParticlesToHits.find(recoParticle);
        if (recoParticlesToHits.end() == iter2)
            continue;

        const HitVector &hitVector = iter2->second;

        for (HitVector::const_iterator iter3 = hitVector.begin(), iterEnd3 = hitVector.end(); iter3 != iterEnd3; ++iter3)
        {
            const art::Ptr<recob::Hit> hit = *iter3;
            recoHitsToNeutrinos[hit] = recoNeutrino;
            recoNeutrinosToHits[recoNeutrino].push_back(hit);
        }
    }
}

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

void PFParticleMonitoring::GetRecoToTrueMatches(const PFParticlesToHits &recoNeutrinosToHits, const HitsToMCTruth &trueHitsToNeutrinos,
    MCTruthToPFParticles &matchedNeutrinos, MCTruthToHits &matchedNeutrinoHits) const
{
    PFParticleSet recoVeto; MCTruthSet trueVeto;

    this->GetRecoToTrueMatches(recoNeutrinosToHits, trueHitsToNeutrinos, matchedNeutrinos, matchedNeutrinoHits, recoVeto, trueVeto);
}

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

void PFParticleMonitoring::GetRecoToTrueMatches(const PFParticlesToHits &recoNeutrinosToHits, const HitsToMCTruth &trueHitsToNeutrinos,
    MCTruthToPFParticles &matchedNeutrinos, MCTruthToHits &matchedNeutrinoHits, PFParticleSet &vetoReco, MCTruthSet &vetoTrue) const
{
    bool foundMatches(false);

    for (PFParticlesToHits::const_iterator iter1 = recoNeutrinosToHits.begin(), iterEnd1 = recoNeutrinosToHits.end();
        iter1 != iterEnd1; ++iter1)
    {
        const art::Ptr<recob::PFParticle> recoNeutrino = iter1->first;
        if (vetoReco.count(recoNeutrino) > 0)
            continue;

        const HitVector &hitVector = iter1->second;

        MCTruthToHits truthContributionMap;

        for (HitVector::const_iterator iter2 = hitVector.begin(), iterEnd2 = hitVector.end(); iter2 != iterEnd2; ++iter2)
        {
            const art::Ptr<recob::Hit> hit = *iter2;

            HitsToMCTruth::const_iterator iter3 = trueHitsToNeutrinos.find(hit);
            if (trueHitsToNeutrinos.end() == iter3)
                continue;

            const art::Ptr<simb::MCTruth> trueNeutrino = iter3->second;
            if (vetoTrue.count(trueNeutrino) > 0)
                continue;

            truthContributionMap[trueNeutrino].push_back(hit);
        }

        MCTruthToHits::const_iterator mIter = truthContributionMap.end();

        for (MCTruthToHits::const_iterator iter4 = truthContributionMap.begin(), iterEnd4 = truthContributionMap.end();
            iter4 != iterEnd4; ++iter4)
        {
            if ((truthContributionMap.end() == mIter) || (iter4->second.size() > mIter->second.size()))
            {
                mIter = iter4;
            }
        }

        if (truthContributionMap.end() != mIter)
        {
            const art::Ptr<simb::MCTruth> trueNeutrino = mIter->first;

            MCTruthToHits::const_iterator iter5 = matchedNeutrinoHits.find(trueNeutrino);

            if ((matchedNeutrinoHits.end() == iter5) || (mIter->second.size() > iter5->second.size()))
            {
                matchedNeutrinos[trueNeutrino] = recoNeutrino;
                matchedNeutrinoHits[trueNeutrino] = mIter->second;
                foundMatches = true;
            }
        }
    }

    if (!foundMatches)
        return;

    for (MCTruthToPFParticles::const_iterator pIter = matchedNeutrinos.begin(), pIterEnd = matchedNeutrinos.end();
        pIter != pIterEnd; ++pIter)
    {
        vetoTrue.insert(pIter->first);
        vetoReco.insert(pIter->second);
    }

    if (m_recursiveMatching)
        this->GetRecoToTrueMatches(recoNeutrinosToHits, trueHitsToNeutrinos, matchedNeutrinos, matchedNeutrinoHits, vetoReco, vetoTrue);
}

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

void PFParticleMonitoring::GetRecoToTrueMatches(const PFParticlesToHits &recoParticlesToHits, const HitsToMCParticles &trueHitsToParticles,
    MCParticlesToPFParticles &matchedParticles, MCParticlesToHits &matchedHits) const
{
    PFParticleSet recoVeto; MCParticleSet trueVeto;

    this->GetRecoToTrueMatches(recoParticlesToHits, trueHitsToParticles, matchedParticles, matchedHits, recoVeto, trueVeto);
}

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

void PFParticleMonitoring::GetRecoToTrueMatches(const PFParticlesToHits &recoParticlesToHits, const HitsToMCParticles &trueHitsToParticles,
    MCParticlesToPFParticles &matchedParticles, MCParticlesToHits &matchedHits, PFParticleSet &vetoReco, MCParticleSet &vetoTrue) const
{
    bool foundMatches(false);

    for (PFParticlesToHits::const_iterator iter1 = recoParticlesToHits.begin(), iterEnd1 = recoParticlesToHits.end();
        iter1 != iterEnd1; ++iter1)
    {
        const art::Ptr<recob::PFParticle> recoParticle = iter1->first;
        if (vetoReco.count(recoParticle) > 0)
            continue;

        const HitVector &hitVector = iter1->second;

        MCParticlesToHits truthContributionMap;

        for (HitVector::const_iterator iter2 = hitVector.begin(), iterEnd2 = hitVector.end(); iter2 != iterEnd2; ++iter2)
        {
            const art::Ptr<recob::Hit> hit = *iter2;

            HitsToMCParticles::const_iterator iter3 = trueHitsToParticles.find(hit);
            if (trueHitsToParticles.end() == iter3)
                continue;

            const art::Ptr<simb::MCParticle> trueParticle = iter3->second;
            if (vetoTrue.count(trueParticle) > 0)
                continue;

            truthContributionMap[trueParticle].push_back(hit);
        }

        MCParticlesToHits::const_iterator mIter = truthContributionMap.end();

        for (MCParticlesToHits::const_iterator iter4 = truthContributionMap.begin(), iterEnd4 = truthContributionMap.end();
            iter4 != iterEnd4; ++iter4)
        {
            if ((truthContributionMap.end() == mIter) || (iter4->second.size() > mIter->second.size()))
            {
                mIter = iter4;
            }
        }

        if (truthContributionMap.end() != mIter)
        {
            const art::Ptr<simb::MCParticle> trueParticle = mIter->first;

            MCParticlesToHits::const_iterator iter5 = matchedHits.find(trueParticle);

            if ((matchedHits.end() == iter5) || (mIter->second.size() > iter5->second.size()))
            {
                matchedParticles[trueParticle] = recoParticle;
                matchedHits[trueParticle] = mIter->second;
                foundMatches = true;
            }
        }
    }

    if (!foundMatches)
        return;

    for (MCParticlesToPFParticles::const_iterator pIter = matchedParticles.begin(), pIterEnd = matchedParticles.end();
        pIter != pIterEnd; ++pIter)
    {
        vetoTrue.insert(pIter->first);
        vetoReco.insert(pIter->second);
    }

    if (m_recursiveMatching)
        this->GetRecoToTrueMatches(recoParticlesToHits, trueHitsToParticles, matchedParticles, matchedHits, vetoReco, vetoTrue);
}

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

int PFParticleMonitoring::CountHitsByType(const int view, const HitVector &hitVector) const
{
    int nHits(0);

    for (HitVector::const_iterator iter = hitVector.begin(), iterEnd = hitVector.end(); iter != iterEnd; ++iter)
    {
        const art::Ptr<recob::Hit> hit = *iter;
        if (hit->View() == view)
            ++nHits;
    }

    return nHits;
}

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

void PFParticleMonitoring::GetStartAndEndPoints(const art::Ptr<simb::MCParticle> particle, int &startT, int &endT) const
{
    art::ServiceHandle<geo::Geometry> theGeometry;

    bool foundStartPosition(false);

    const int numTrajectoryPoints(static_cast<int>(particle->NumberTrajectoryPoints()));

    for (int nt = 0; nt < numTrajectoryPoints; ++nt)
    {
        try
        {
            double pos[3] = {particle->Vx(nt), particle->Vy(nt), particle->Vz(nt)};
            unsigned int which_tpc(std::numeric_limits<unsigned int>::max());
            unsigned int which_cstat(std::numeric_limits<unsigned int>::max());
            theGeometry->PositionToTPC(pos, which_tpc, which_cstat);

            // TODO: Apply fiducial cut due to readout window

            endT = nt;
            if (!foundStartPosition)
            {
                startT = endT;
                foundStartPosition = true;
            }
        }
        catch (cet::exception &e){
            continue;
        }
    }

    if (!foundStartPosition)
        throw cet::exception("LArPandora");
}

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

double PFParticleMonitoring::GetLength(const art::Ptr<simb::MCParticle> particle, const int startT, const int endT) const
{
    if (endT <= startT)
        return 0.0;

    double length(0.0);

    for (int nt = startT; nt < endT; ++nt)
    {
        const double dx(particle->Vx(nt+1) - particle->Vx(nt));
        const double dy(particle->Vy(nt+1) - particle->Vy(nt));
        const double dz(particle->Vz(nt+1) - particle->Vz(nt));
        length += sqrt(dx * dx + dy * dy + dz * dz);
    }

    return length;
}

} //namespace lar_pandora