TrackAna_module.cc

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//
// Name: TrackAna_module.cc
//
// Purpose: Module TrackAna.
//
// Configuration parameters.
//
//  TrackModuleLabel:   Track module label.
//  MCTrackModuleLabel: MCTrack module label.
//  MinMCKE:            Minimum MC particle kinetic energy.
//  MatchColinearity:   Minimum colinearity for mc-track matching.
//  MatchDisp:          Maximum uv displacement for mc-track matching.
//  WMatchDisp:         maximum w displacement for mc-track matching.
//  MatchLength:        Minimum length fraction for mc-track matching.
//
// Created: 2-Aug-2011  H. Greenlee
//

#include <map>
#include <iostream>
#include <iomanip>
#include <sstream>
#include <cmath>
#include <memory>

#include "art/Framework/Core/ModuleMacros.h" 
#include "art/Framework/Core/EDAnalyzer.h"
#include "canvas/Persistency/Common/FindManyP.h"
#include "art/Framework/Services/Registry/ServiceHandle.h" 
#include "art/Framework/Services/Optional/TFileService.h" 
#include "art/Framework/Principal/Event.h"
#include "messagefacility/MessageLogger/MessageLogger.h"
#include "cetlib_except/exception.h"

#include "lardata/DetectorInfoServices/DetectorPropertiesService.h"
#include "larcore/Geometry/Geometry.h"
#include "lardataobj/RecoBase/Track.h"
#include "lardataobj/RecoBase/Hit.h"
#include "lardataobj/RecoBase/SpacePoint.h"
#include "larsim/MCCheater/BackTrackerService.h"
#include "larsim/MCCheater/ParticleInventoryService.h"
#include "nusimdata/SimulationBase/MCParticle.h"
#include "lardataobj/Simulation/sim.h"
#include "lardataobj/MCBase/MCTrack.h"

#include "TH2F.h"
#include "TFile.h"

namespace {

  // Local functions.

  // Calculate distance to boundary.
  //----------------------------------------------------------------------------
  double bdist(const TVector3& pos, unsigned int /*tpc*/ = 0, unsigned int /*cstat*/ = 0)
  {
    // Get geometry.

    art::ServiceHandle<geo::Geometry> geom;

    double d1 = pos.X();                             // Distance to right side (wires).
    double d2 = 2.*geom->DetHalfWidth() - pos.X();   // Distance to left side (cathode).
    double d3 = pos.Y() + geom->DetHalfHeight();     // Distance to bottom.
    double d4 = geom->DetHalfHeight() - pos.Y();     // Distance to top.
    double d5 = pos.Z();                             // Distance to front.
    double d6 = geom->DetLength() - pos.Z();         // Distance to back.

    double result = std::min(std::min(std::min(std::min(std::min(d1, d2), d3), d4), d5), d6);
    return result;
  }

  // Length of reconstructed track.
  //----------------------------------------------------------------------------
  double length(const recob::Track& track)
  {
    double result = 0.;
    TVector3 disp = track.LocationAtPoint(0);
    int n = track.NumberTrajectoryPoints();

    for(int i = 1; i < n; ++i) {
      const TVector3& pos = track.LocationAtPoint(i);
      disp -= pos;
      result += disp.Mag();
      disp = pos;
    }

    return result;
  }

  // Length of MC particle.
  //----------------------------------------------------------------------------
  double length(const simb::MCParticle& part, double dx,
                TVector3& start, TVector3& end, TVector3& startmom, TVector3& endmom,
                unsigned int /*tpc*/ = 0, unsigned int /*cstat*/ = 0)
  {
    // Get services.

    art::ServiceHandle<geo::Geometry> geom;
    const detinfo::DetectorProperties* detprop = lar::providerFrom<detinfo::DetectorPropertiesService>();

    // Get fiducial volume boundary.

    double xmin = 0.;
    double xmax = 2.*geom->DetHalfWidth();
    double ymin = -geom->DetHalfHeight();
    double ymax = geom->DetHalfHeight();
    double zmin = 0.;
    double zmax = geom->DetLength();
    //double ticks_max = detprop->ReadOutWindowSize();
    double result = 0.;
    TVector3 disp;
    int n = part.NumberTrajectoryPoints();
    bool first = true;

    for(int i = 0; i < n; ++i) {
      TVector3 pos = part.Position(i).Vect();

      // Make fiducial cuts.  Require the particle to be within the physical volume of
      // the tpc, and also require the apparent x position to be within the expanded
      // readout frame.

      if(pos.X() >= xmin &&
         pos.X() <= xmax &&
         pos.Y() >= ymin &&
         pos.Y() <= ymax &&
         pos.Z() >= zmin &&
         pos.Z() <= zmax) {
        pos[0] += dx;
        double ticks = detprop->ConvertXToTicks(pos[0], 0, 0, 0);
        if(ticks >= 0. && ticks < detprop->ReadOutWindowSize()) {
          if(first) {
            start = pos;
            startmom = part.Momentum(i).Vect();
          }
          else {
            disp -= pos;
            result += disp.Mag();
          }
          first = false;
          disp = pos;
          end = pos;
          endmom = part.Momentum(i).Vect();
        }
      }
    }

    return result;
  }

  // Length of MCTrack.
  // In this function, the extracted start and end momenta are converted to GeV
  // (MCTrack stores momenta in Mev).
  //----------------------------------------------------------------------------
  double length(const sim::MCTrack& mctrk, double dx,
                TVector3& start, TVector3& end, TVector3& startmom, TVector3& endmom,
                unsigned int /*tpc*/ = 0, unsigned int /*cstat*/ = 0)
  {
    // Get services.

    art::ServiceHandle<geo::Geometry> geom;
    //    const detinfo::DetectorProperties* detprop = lar::providerFrom<detinfo::DetectorPropertiesService>();
    auto const* detprop = lar::providerFrom<detinfo::DetectorPropertiesService>();

    
    // Get fiducial volume boundary.

    double xmin = 0.;
    double xmax = 2.*geom->DetHalfWidth();
    double ymin = -geom->DetHalfHeight();
    double ymax = geom->DetHalfHeight();
    double zmin = 0.;
    double zmax = geom->DetLength();
    //double ticks_max = detprop->ReadOutWindowSize();
    double result = 0.;
    TVector3 disp;
    int n = mctrk.size();
    bool first = true;

    for(int i = 0; i < n; ++i) {
      TVector3 pos = mctrk[i].Position().Vect();

      // Make fiducial cuts.  Require the particle to be within the physical volume of
      // the tpc, and also require the apparent x position to be within the expanded
      // readout frame.

      if(pos.X() >= xmin &&
         pos.X() <= xmax &&
         pos.Y() >= ymin &&
         pos.Y() <= ymax &&
         pos.Z() >= zmin &&
         pos.Z() <= zmax) {
        pos[0] += dx;
        double ticks = detprop->ConvertXToTicks(pos[0], 0, 0, 0);
        if(ticks >= 0. && ticks < detprop->ReadOutWindowSize()) {
          if(first) {
            start = pos;
            startmom = 0.001 * mctrk[i].Momentum().Vect();
          }
          else {
            disp -= pos;
            result += disp.Mag();
          }
          first = false;
          disp = pos;
          end = pos;
          endmom = 0.001 * mctrk[i].Momentum().Vect();
        }
      }
    }

    return result;
  }

  // Fill efficiency histogram assuming binomial errors.

  void effcalc(const TH1* hnum, const TH1* hden, TH1* heff)
  {
    int nbins = hnum->GetNbinsX();
    if (nbins != hden->GetNbinsX())
      throw cet::exception("TrackAna") << "effcalc[" __FILE__ "]: incompatible histograms (I)\n";
    if (nbins != heff->GetNbinsX())
      throw cet::exception("TrackAna") << "effcalc[" __FILE__ "]: incompatible histograms (II)\n";

    // Loop over bins, including underflow and overflow.

    for(int ibin = 0; ibin <= nbins+1; ++ibin) {
      double num = hnum->GetBinContent(ibin);
      double den = hden->GetBinContent(ibin);
      if(den == 0.) {
        heff->SetBinContent(ibin, 0.);
        heff->SetBinError(ibin, 0.);
      }
      else {
        double eff = num / den;
        if(eff < 0.)
          eff = 0.;
        if(eff > 1.)
          eff = 1.;
        double err = std::sqrt(eff * (1.-eff) / den);
        heff->SetBinContent(ibin, eff);
        heff->SetBinError(ibin, err);
      }
    }

    heff->SetMinimum(0.);
    heff->SetMaximum(1.05);
    heff->SetMarkerStyle(20);
  }


class flattener : public std::vector<unsigned int> {

public:

 flattener() : std::vector<unsigned int>() {};

 flattener(const std::vector<std::vector<unsigned int> >& input)
 { Convert(input); }

 ~flattener(){}

 void Convert(const std::vector<std::vector<unsigned int> >& input) 
  {
   clear();
   size_t length=0;
   for(auto const& vec : input)
     length += vec.size();
   reserve(length);

   for(auto const& vec : input)
     for(auto const& value : vec)
        push_back(value);

  }
}; // end class flattener

} // end namespace

namespace trkf {

  class TrackAna : public art::EDAnalyzer
  {
  public:

    // Embedded structs.

    // Struct for histograms that depend on reco track only.

    struct RecoHists
    {
      // Constructors.

      RecoHists();
      RecoHists(const std::string& subdir);

      // Pure reco track histograms.

      TH1F* fHstartx;      // Starting x position.
      TH1F* fHstarty;      // Starting y position.
      TH1F* fHstartz;      // Starting z position.
      TH1F* fHstartd;      // Starting distance to boundary.
      TH1F* fHendx;        // Ending x position.
      TH1F* fHendy;        // Ending y position.
      TH1F* fHendz;        // Ending z position.
      TH1F* fHendd;        // Ending distance to boundary.
      TH1F* fHtheta;       // Theta.
      TH1F* fHphi;         // Phi.
      TH1F* fHtheta_xz;    // Theta_xz.
      TH1F* fHtheta_yz;    // Theta_yz.
      TH1F* fHmom;         // Momentum.
      TH1F* fHmoml;        // Momentum (low momentum).
      TH1F* fHlen;         // Length.
      TH1F* fHlens;        // Length (short tracks).

      // Histograms for the consituent Hits

      TH1F* fHHitChg;       // hit charge
      TH1F* fHHitWidth;     // hit width
      TH1F* fHHitPdg;       // Pdg primarily responsible.
      TH1F* fHHitTrkId;     // TrkId
      TH1F* fModeFrac;       // mode fraction
      TH1F* fNTrkIdTrks;    // # of stitched tracks in which unique TrkId appears
      TH2F* fNTrkIdTrks2;   
      TH2F* fNTrkIdTrks3;   
    };

    // Struct for mc particles and mc-matched tracks.

    struct MCHists
    {
      // Constructors.

      MCHists();
      MCHists(const std::string& subdir);

      // Reco-MC matching.

      TH2F* fHduvcosth;    // 2D mc vs. data matching, duv vs. cos(theta).
      TH1F* fHcosth;       // 1D direction matching, cos(theta).
      TH1F* fHmcu;         // 1D endpoint truth u.
      TH1F* fHmcv;         // 1D endpoint truth v.
      TH1F* fHmcw;         // 1D endpoint truth w.
      TH1F* fHupull;       // 1D endpoint u pull.
      TH1F* fHvpull;       // 1D endpoint v pull.
      TH1F* fHmcdudw;      // Truth du/dw.
      TH1F* fHmcdvdw;      // Truth dv/dw.
      TH1F* fHdudwpull;    // du/dw pull.
      TH1F* fHdvdwpull;    // dv/dw pull.
      TH1F* fHHitEff;      // Hit efficiency.
      TH1F* fHHitPurity;   // Hit purity.

      // Histograms for matched tracks.

      TH1F* fHstartdx;     // Start dx.
      TH1F* fHstartdy;     // Start dy.
      TH1F* fHstartdz;     // Start dz.
      TH1F* fHenddx;       // End dx.
      TH1F* fHenddy;       // End dy.
      TH1F* fHenddz;       // End dz.
      TH2F* fHlvsl;        // MC vs. reco length.
      TH1F* fHdl;          // Delta(length).
      TH2F* fHpvsp;        // MC vs. reco momentum.
      TH2F* fHpvspc;       // MC vs. reco momentum (contained tracks).
      TH1F* fHdp;          // Momentum difference.
      TH1F* fHdpc;         // Momentum difference (contained tracks).
      TH1F* fHppull;       // Momentum pull.
      TH1F* fHppullc;      // Momentum pull (contained tracks).

      // Pure MC particle histograms (efficiency denominator).

      TH1F* fHmcstartx;    // Starting x position.
      TH1F* fHmcstarty;    // Starting y position.
      TH1F* fHmcstartz;    // Starting z position.
      TH1F* fHmcendx;      // Ending x position.
      TH1F* fHmcendy;      // Ending y position.
      TH1F* fHmcendz;      // Ending z position.
      TH1F* fHmctheta;     // Theta.
      TH1F* fHmcphi;       // Phi.
      TH1F* fHmctheta_xz;  // Theta_xz.
      TH1F* fHmctheta_yz;  // Theta_yz.
      TH1F* fHmcmom;       // Momentum.
      TH1F* fHmcmoml;      // Momentum (low momentum).
      TH1F* fHmcke;        // Kinetic energy.
      TH1F* fHmckel;       // Kinetic energy (low energy).
      TH1F* fHmclen;       // Length.
      TH1F* fHmclens;      // Length (short tracks).

      // Histograms for well-reconstructed matched tracks (efficiency numerator).

      TH1F* fHgstartx;     // Starting x position.
      TH1F* fHgstarty;     // Starting y position.
      TH1F* fHgstartz;     // Starting z position.
      TH1F* fHgendx;       // Ending x position.
      TH1F* fHgendy;       // Ending y position.
      TH1F* fHgendz;       // Ending z position.
      TH1F* fHgtheta;      // Theta.
      TH1F* fHgphi;        // Phi.
      TH1F* fHgtheta_xz;   // Theta_xz.
      TH1F* fHgtheta_yz;   // Theta_yz.
      TH1F* fHgmom;        // Momentum.
      TH1F* fHgmoml;       // Momentum (low momentum).
      TH1F* fHgke;         // Kinetic energy.
      TH1F* fHgkel;        // Kinetic energy (low momentum).
      TH1F* fHglen;        // Length.
      TH1F* fHglens;       // Length (short tracks).

      // Efficiency histograms.

      TH1F* fHestartx;     // Starting x position.
      TH1F* fHestarty;     // Starting y position.
      TH1F* fHestartz;     // Starting z position.
      TH1F* fHeendx;       // Ending x position.
      TH1F* fHeendy;       // Ending y position.
      TH1F* fHeendz;       // Ending z position.
      TH1F* fHetheta;      // Theta.
      TH1F* fHephi;        // Phi.
      TH1F* fHetheta_xz;   // Theta_xz.
      TH1F* fHetheta_yz;   // Theta_yz.
      TH1F* fHemom;        // Momentum.
      TH1F* fHemoml;       // Momentum (low momentum).
      TH1F* fHeke;         // Kinetic energy.
      TH1F* fHekel;        // Kinetic energy (low momentum).
      TH1F* fHelen;        // Length.
      TH1F* fHelens;       // Length (short tracks).


    };

    // Constructors, destructor

    explicit TrackAna(fhicl::ParameterSet const& pset);
    virtual ~TrackAna();

    // Overrides.

    void analyze(const art::Event& evt);
    void anaStitch(const art::Event& evt);
    void endJob();

  private:

    template <typename T> std::vector<size_t> fsort_indexes(const std::vector<T> &v) ;

    // Fcl Attributes.

    std::string fTrackModuleLabel;
    std::string fMCTrackModuleLabel;
    std::string fSpacepointModuleLabel;
    std::string fStitchModuleLabel;
    std::string fTrkSpptAssocModuleLabel;
    std::string fHitSpptAssocModuleLabel;
    std::string fHitModuleLabel;

    int fDump;                 // Number of events to dump to debug message facility.
    double fMinMCKE;           // Minimum MC particle kinetic energy (GeV).
    double fMinMCLen;          // Minimum MC particle length in tpc (cm).
    double fMatchColinearity;  // Minimum matching colinearity.
    double fMatchDisp;         // Maximum matching displacement.
    double fWMatchDisp;        // Maximum matching displacement in the w direction.
    double fMatchLength;       // Minimum length fraction.
    bool fIgnoreSign;          // Ignore sign of mc particle if true.
    bool fStitchedAnalysis;    // if true, do the whole drill-down from stitched track to assd hits
    
    std::string fOrigin;
    bool fCheckOrigin;
    simb::Origin_t fOriginValue;
    int fPrintLevel;           // 0 = none, 1 = event summary, 2 = track detail

    // Histograms.

    std::map<int, MCHists> fMCHistMap;       // Indexed by pdg id.
    std::map<int, RecoHists> fRecoHistMap;   // Indexed by pdg id.

    // Statistics.

    int fNumEvent;
  };

  DEFINE_ART_MODULE(TrackAna)

  // RecoHists methods.

  TrackAna::RecoHists::RecoHists() :
    //
    // Purpose: Default constructor.
    //
    fHstartx(0),
    fHstarty(0),
    fHstartz(0),
    fHstartd(0),
    fHendx(0),
    fHendy(0),
    fHendz(0),
    fHendd(0),
    fHtheta(0),
    fHphi(0),
    fHtheta_xz(0),
    fHtheta_yz(0),
    fHmom(0),
    fHmoml(0),
    fHlen(0),
    fHlens(0)
    ,fHHitChg(0)
    ,fHHitWidth(0)
    ,fHHitPdg(0)
    ,fHHitTrkId(0)
    ,fModeFrac(0)
    ,fNTrkIdTrks(0)
    ,fNTrkIdTrks2(0)
    ,fNTrkIdTrks3(0)
  {}

  TrackAna::RecoHists::RecoHists(const std::string& subdir)
  //
  // Purpose: Initializing constructor.
  //
  {
    // Make sure all histogram pointers are initially zero.

    *this = RecoHists();

    // Get services.

    art::ServiceHandle<geo::Geometry> geom;
    art::ServiceHandle<art::TFileService> tfs;

    // Make histogram directory.

    art::TFileDirectory topdir = tfs->mkdir("trkana", "TrackAna histograms");
    art::TFileDirectory dir = topdir.mkdir(subdir);

    // Book histograms.

    fHstartx = dir.make<TH1F>("xstart", "X Start Position",
                              100, -2.*geom->DetHalfWidth(), 4.*geom->DetHalfWidth());
    fHstarty = dir.make<TH1F>("ystart", "Y Start Position",
                              100, -geom->DetHalfHeight(), geom->DetHalfHeight());
    fHstartz = dir.make<TH1F>("zstart", "Z Start Position",
                              100, 0., geom->DetLength());
    fHstartd = dir.make<TH1F>("dstart", "Start Position Distance to Boundary",
                              100, -10., geom->DetHalfWidth());
    fHendx = dir.make<TH1F>("xend", "X End Position",
                            100, -2.*geom->DetHalfWidth(), 4.*geom->DetHalfWidth());
    fHendy = dir.make<TH1F>("yend", "Y End Position",
                            100, -geom->DetHalfHeight(), geom->DetHalfHeight());
    fHendz = dir.make<TH1F>("zend", "Z End Position",
                            100, 0., geom->DetLength());
    fHendd = dir.make<TH1F>("dend", "End Position Distance to Boundary",
                            100, -10., geom->DetHalfWidth());
    fHtheta = dir.make<TH1F>("theta", "Theta", 100, 0., 3.142);
    fHphi = dir.make<TH1F>("phi", "Phi", 100, -3.142, 3.142);
    fHtheta_xz = dir.make<TH1F>("theta_xz", "Theta_xz", 100, -3.142, 3.142);
    fHtheta_yz = dir.make<TH1F>("theta_yz", "Theta_yz", 100, -3.142, 3.142);
    fHmom = dir.make<TH1F>("mom", "Momentum", 100, 0., 10.);
    fHmoml = dir.make<TH1F>("moml", "Momentum", 100, 0., 1.);
    fHlen = dir.make<TH1F>("len", "Track Length", 100, 0., 1.1 * geom->DetLength());
    fHlens = dir.make<TH1F>("lens", "Track Length", 100, 0., 0.1 * geom->DetLength());
    fHHitChg = dir.make<TH1F>("hchg", "Hit Charge (ADC counts)", 100, 0., 4000.);
    fHHitWidth = dir.make<TH1F>("hwid", "Hit Width (ticks)", 40, 0., 20.);
    fHHitPdg = dir.make<TH1F>("hpdg", "Hit Pdg code",5001, -2500.5, +2500.5);
    fHHitTrkId = dir.make<TH1F>("htrkid", "Hit Track ID", 401, -200.5, +200.5);
    fModeFrac = dir.make<TH1F>("hmodefrac", "quasi-Purity: Fraction of component tracks with the Track mode value", 20, 0.01, 1.01);
    fNTrkIdTrks = dir.make<TH1F>("hntrkids", "quasi-Efficiency: Number of stitched tracks in which TrkId appears", 20, 0., +10.0);
    fNTrkIdTrks2 = dir.make<TH2F>("hntrkids2", "Number of stitched tracks in which TrkId appears vs KE [GeV]", 20, 0., +10.0, 20, 0.0, 1.5);
    fNTrkIdTrks3 = dir.make<TH2F>("hntrkids3", "MC Track vs Reco Track, wtd by nhits on Collection Plane", 10, -0.5, 9.5, 10, -0.5, 9.5);
    fNTrkIdTrks3->GetXaxis()->SetTitle("Sorted-by-Descending-CPlane-Hits outer Track Number");
    fNTrkIdTrks3->GetYaxis()->SetTitle("Sorted-by-Descending-True-Length G4Track");
 
  }

  // MCHists methods.

  TrackAna::MCHists::MCHists() :
    //
    // Purpose: Default constructor.
    //
    fHduvcosth(0),
    fHcosth(0),
    fHmcu(0),
    fHmcv(0),
    fHmcw(0),
    fHupull(0),
    fHvpull(0),
    fHmcdudw(0),
    fHmcdvdw(0),
    fHdudwpull(0),
    fHdvdwpull(0),
    fHHitEff(0),
    fHHitPurity(0),
    fHstartdx(0),
    fHstartdy(0),
    fHstartdz(0),
    fHenddx(0),
    fHenddy(0),
    fHenddz(0),
    fHlvsl(0),
    fHdl(0),
    fHpvsp(0),
    fHpvspc(0),
    fHdp(0),
    fHdpc(0),
    fHppull(0),
    fHppullc(0),
    fHmcstartx(0),
    fHmcstarty(0),
    fHmcstartz(0),
    fHmcendx(0),
    fHmcendy(0),
    fHmcendz(0),
    fHmctheta(0),
    fHmcphi(0),
    fHmctheta_xz(0),
    fHmctheta_yz(0),
    fHmcmom(0),
    fHmcmoml(0),
    fHmcke(0),
    fHmckel(0),
    fHmclen(0),
    fHmclens(0),
    fHgstartx(0),
    fHgstarty(0),
    fHgstartz(0),
    fHgendx(0),
    fHgendy(0),
    fHgendz(0),
    fHgtheta(0),
    fHgphi(0),
    fHgtheta_xz(0),
    fHgtheta_yz(0),
    fHgmom(0),
    fHgmoml(0),
    fHgke(0),
    fHgkel(0),
    fHglen(0),
    fHglens(0),
    fHestartx(0),
    fHestarty(0),
    fHestartz(0),
    fHeendx(0),
    fHeendy(0),
    fHeendz(0),
    fHetheta(0),
    fHephi(0),
    fHetheta_xz(0),
    fHetheta_yz(0),
    fHemom(0),
    fHemoml(0),
    fHeke(0),
    fHekel(0),
    fHelen(0),
    fHelens(0)
  {}

  TrackAna::MCHists::MCHists(const std::string& subdir)
  //
  // Purpose: Initializing constructor.
  //
  {
    // Make sure all histogram pointers are initially zero.

    *this = MCHists();

    // Get services.

    art::ServiceHandle<geo::Geometry> geom;
    art::ServiceHandle<art::TFileService> tfs;

    // Make histogram directory.

    art::TFileDirectory topdir = tfs->mkdir("trkana", "TrackAna histograms");
    art::TFileDirectory dir = topdir.mkdir(subdir);

    // Book histograms.

    fHduvcosth = dir.make<TH2F>("duvcosth", "Delta(uv) vs. Colinearity", 
                                100, 0.95, 1., 100, 0., 1.);
    fHcosth = dir.make<TH1F>("colin", "Colinearity", 100, 0.95, 1.);
    fHmcu = dir.make<TH1F>("mcu", "MC Truth U", 100, -5., 5.);
    fHmcv = dir.make<TH1F>("mcv", "MC Truth V", 100, -5., 5.);
    fHmcw = dir.make<TH1F>("mcw", "MC Truth W", 100, -20., 20.);
    fHupull = dir.make<TH1F>("dupull", "U Pull", 100, -20., 20.);
    fHvpull = dir.make<TH1F>("dvpull", "V Pull", 100, -20., 20.);
    fHmcdudw = dir.make<TH1F>("mcdudw", "MC Truth U Slope", 100, -0.2, 0.2);
    fHmcdvdw = dir.make<TH1F>("mcdvdw", "MV Truth V Slope", 100, -0.2, 0.2);
    fHdudwpull = dir.make<TH1F>("dudwpull", "U Slope Pull", 100, -10., 10.);
    fHdvdwpull = dir.make<TH1F>("dvdwpull", "V Slope Pull", 100, -10., 10.);
    fHHitEff = dir.make<TH1F>("hiteff", "MC Hit Efficiency", 100, 0., 1.0001);
    fHHitPurity = dir.make<TH1F>("hitpurity", "MC Hit Purity", 100, 0., 1.0001);
    fHstartdx = dir.make<TH1F>("startdx", "Start Delta x", 100, -10., 10.);
    fHstartdy = dir.make<TH1F>("startdy", "Start Delta y", 100, -10., 10.);
    fHstartdz = dir.make<TH1F>("startdz", "Start Delta z", 100, -10., 10.);
    fHenddx = dir.make<TH1F>("enddx", "End Delta x", 100, -10., 10.);
    fHenddy = dir.make<TH1F>("enddy", "End Delta y", 100, -10., 10.);
    fHenddz = dir.make<TH1F>("enddz", "End Delta z", 100, -10., 10.);
    fHlvsl = dir.make<TH2F>("lvsl", "Reco Length vs. MC Truth Length",
                            100, 0., 1.1 * geom->DetLength(), 100, 0., 1.1 * geom->DetLength());
    fHdl = dir.make<TH1F>("dl", "Track Length Minus MC Particle Length", 100, -50., 50.);
    fHpvsp = dir.make<TH2F>("pvsp", "Reco Momentum vs. MC Truth Momentum",
                            100, 0., 5., 100, 0., 5.);
    fHpvspc = dir.make<TH2F>("pvspc", "Reco Momentum vs. MC Truth Momentum (Contained Tracks)",
                             100, 0., 5., 100, 0., 5.);
    fHdp = dir.make<TH1F>("dp", "Reco-MC Momentum Difference", 100, -5., 5.);
    fHdpc = dir.make<TH1F>("dpc", "Reco-MC Momentum Difference (Contained Tracks)",
                           100, -5., 5.);
    fHppull = dir.make<TH1F>("ppull", "Momentum Pull", 100, -10., 10.);
    fHppullc = dir.make<TH1F>("ppullc", "Momentum Pull (Contained Tracks)", 100, -10., 10.);

    fHmcstartx = dir.make<TH1F>("mcxstart", "MC X Start Position",
                                10, -2.*geom->DetHalfWidth(), 4.*geom->DetHalfWidth());
    fHmcstarty = dir.make<TH1F>("mcystart", "MC Y Start Position",
                                10, -geom->DetHalfHeight(), geom->DetHalfHeight());
    fHmcstartz = dir.make<TH1F>("mczstart", "MC Z Start Position",
                                10, 0., geom->DetLength());
    fHmcendx = dir.make<TH1F>("mcxend", "MC X End Position",
                              10, -2.*geom->DetHalfWidth(), 4.*geom->DetHalfWidth());
    fHmcendy = dir.make<TH1F>("mcyend", "MC Y End Position",
                              10, -geom->DetHalfHeight(), geom->DetHalfHeight());
    fHmcendz = dir.make<TH1F>("mczend", "MC Z End Position",
                              10, 0., geom->DetLength());
    fHmctheta = dir.make<TH1F>("mctheta", "MC Theta", 20, 0., 3.142);
    fHmcphi = dir.make<TH1F>("mcphi", "MC Phi", 10, -3.142, 3.142);
    fHmctheta_xz = dir.make<TH1F>("mctheta_xz", "MC Theta_xz", 40, -3.142, 3.142);
    fHmctheta_yz = dir.make<TH1F>("mctheta_yz", "MC Theta_yz", 40, -3.142, 3.142);
    fHmcmom = dir.make<TH1F>("mcmom", "MC Momentum", 10, 0., 10.);
    fHmcmoml = dir.make<TH1F>("mcmoml", "MC Momentum", 10, 0., 1.);
    fHmcke = dir.make<TH1F>("mcke", "MC Kinetic Energy", 10, 0., 10.);
    fHmckel = dir.make<TH1F>("mckel", "MC Kinetic Energy", 10, 0., 1.);
    fHmclen = dir.make<TH1F>("mclen", "MC Particle Length", 10, 0., 1.1 * geom->DetLength());
    fHmclens = dir.make<TH1F>("mclens", "MC Particle Length", 10, 0., 0.1 * geom->DetLength());

    fHgstartx = dir.make<TH1F>("gxstart", "Good X Start Position",
                               10, -2.*geom->DetHalfWidth(), 4.*geom->DetHalfWidth());
    fHgstarty = dir.make<TH1F>("gystart", "Good Y Start Position",
                               10, -geom->DetHalfHeight(), geom->DetHalfHeight());
    fHgstartz = dir.make<TH1F>("gzstart", "Good Z Start Position",
                               10, 0., geom->DetLength());
    fHgendx = dir.make<TH1F>("gxend", "Good X End Position",
                             10, -2.*geom->DetHalfWidth(), 4.*geom->DetHalfWidth());
    fHgendy = dir.make<TH1F>("gyend", "Good Y End Position",
                             10, -geom->DetHalfHeight(), geom->DetHalfHeight());
    fHgendz = dir.make<TH1F>("gzend", "Good Z End Position",
                             10, 0., geom->DetLength());
    fHgtheta = dir.make<TH1F>("gtheta", "Good Theta", 20, 0., 3.142);
    fHgphi = dir.make<TH1F>("gphi", "Good Phi", 10, -3.142, 3.142);
    fHgtheta_xz = dir.make<TH1F>("gtheta_xz", "Good Theta_xz", 40, -3.142, 3.142);
    fHgtheta_yz = dir.make<TH1F>("gtheta_yz", "Good Theta_yz", 40, -3.142, 3.142);
    fHgmom = dir.make<TH1F>("gmom", "Good Momentum", 10, 0., 10.);
    fHgmoml = dir.make<TH1F>("gmoml", "Good Momentum", 10, 0., 1.);
    fHgke = dir.make<TH1F>("gke", "Good Kinetic Energy", 10, 0., 10.);
    fHgkel = dir.make<TH1F>("gkel", "Good Kinetic Energy", 10, 0., 1.);
    fHglen = dir.make<TH1F>("glen", "Good Particle Length", 10, 0., 1.1 * geom->DetLength());
    fHglens = dir.make<TH1F>("glens", "Good Particle Length", 10, 0., 0.1 * geom->DetLength());

    fHestartx = dir.make<TH1F>("exstart", "Efficiency vs. X Start Position",
                               10, -2.*geom->DetHalfWidth(), 4.*geom->DetHalfWidth());
    fHestarty = dir.make<TH1F>("eystart", "Efficiency vs. Y Start Position",
                               10, -geom->DetHalfHeight(), geom->DetHalfHeight());
    fHestartz = dir.make<TH1F>("ezstart", "Efficiency vs. Z Start Position",
                               10, 0., geom->DetLength());
    fHeendx = dir.make<TH1F>("exend", "Efficiency vs. X End Position",
                             10, -2.*geom->DetHalfWidth(), 4.*geom->DetHalfWidth());
    fHeendy = dir.make<TH1F>("eyend", "Efficiency vs. Y End Position",
                             10, -geom->DetHalfHeight(), geom->DetHalfHeight());
    fHeendz = dir.make<TH1F>("ezend", "Efficiency vs. Z End Position",
                             10, 0., geom->DetLength());
    fHetheta = dir.make<TH1F>("etheta", "Efficiency vs. Theta", 20, 0., 3.142);
    fHephi = dir.make<TH1F>("ephi", "Efficiency vs. Phi", 10, -3.142, 3.142);
    fHetheta_xz = dir.make<TH1F>("etheta_xz", "Efficiency vs. Theta_xz", 40, -3.142, 3.142);
    fHetheta_yz = dir.make<TH1F>("etheta_yz", "Efficiency vs. Theta_yz", 40, -3.142, 3.142);
    fHemom = dir.make<TH1F>("emom", "Efficiency vs. Momentum", 10, 0., 10.);
    fHemoml = dir.make<TH1F>("emoml", "Efficiency vs. Momentum", 10, 0., 1.);
    fHeke = dir.make<TH1F>("eke", "Efficiency vs. Kinetic Energy", 10, 0., 10.);
    fHekel = dir.make<TH1F>("ekel", "Efficiency vs. Kinetic Energy", 10, 0., 1.);
    fHelen = dir.make<TH1F>("elen", "Efficiency vs. Particle Length",
                            10, 0., 1.1 * geom->DetLength());
    fHelens = dir.make<TH1F>("elens", "Efficiency vs. Particle Length",
                             10, 0., 0.1 * geom->DetLength());
  }

  TrackAna::TrackAna(const fhicl::ParameterSet& pset)
    //
    // Purpose: Constructor.
    //
    // Arguments: pset - Module parameters.
    //
    : EDAnalyzer(pset)
    , fTrackModuleLabel(pset.get<std::string>("TrackModuleLabel"))
    , fMCTrackModuleLabel(pset.get<std::string>("MCTrackModuleLabel"))
    , fSpacepointModuleLabel(pset.get<std::string>("SpacepointModuleLabel"))
    , fStitchModuleLabel(pset.get<std::string>("StitchModuleLabel"))
    , fTrkSpptAssocModuleLabel(pset.get<std::string>("TrkSpptAssocModuleLabel"))
    , fHitSpptAssocModuleLabel(pset.get<std::string>("HitSpptAssocModuleLabel"))
    , fHitModuleLabel(pset.get<std::string>("HitModuleLabel"))
    , fDump(pset.get<int>("Dump"))
    , fMinMCKE(pset.get<double>("MinMCKE"))
    , fMinMCLen(pset.get<double>("MinMCLen"))
    , fMatchColinearity(pset.get<double>("MatchColinearity"))
    , fMatchDisp(pset.get<double>("MatchDisp"))
    , fWMatchDisp(pset.get<double>("WMatchDisp"))
    , fMatchLength(pset.get<double>("MatchLength"))
    , fIgnoreSign(pset.get<bool>("IgnoreSign"))
    , fStitchedAnalysis(pset.get<bool>("StitchedAnalysis",false))
    , fOrigin(pset.get<std::string>("MCTrackOrigin", "Any"))
    , fPrintLevel(pset.get<int>("PrintLevel",0))
    , fNumEvent(0)
  {
    
    // Decide whether to check MCTrack origin
    fCheckOrigin = false;
    fOriginValue = simb::kUnknown;
    if(fOrigin.find("Beam") != std::string::npos) {
      fCheckOrigin = true;
      fOriginValue = simb::kBeamNeutrino;
    } else if(fOrigin.find("Cosmic") != std::string::npos) {
      fCheckOrigin = true;
      fOriginValue = simb::kCosmicRay;
    } else if(fOrigin.find("Super") != std::string::npos) {
      fCheckOrigin = true;
      fOriginValue = simb::kSuperNovaNeutrino;
    } else if(fOrigin.find("Single") != std::string::npos) {
      fCheckOrigin = true;
      fOriginValue = simb::kSingleParticle;
    }
      
    // Report.

    mf::LogInfo("TrackAna") 
      << "TrackAna configured with the following parameters:\n"
      << "  TrackModuleLabel = " << fTrackModuleLabel << "\n"
      << "  MCTrackModuleLabel = " << fMCTrackModuleLabel << "\n"
      << "  StitchModuleLabel = " << fStitchModuleLabel << "\n"
      << "  TrkSpptAssocModuleLabel = " << fTrkSpptAssocModuleLabel << "\n"
      << "  HitSpptAssocModuleLabel = " << fHitSpptAssocModuleLabel << "\n"
      << "  HitModuleLabel = " << fHitModuleLabel << "\n"
      << "  Dump = " << fDump << "\n"
      << "  MinMCKE = " << fMinMCKE << "\n"
      << "  MinMCLen = " << fMinMCLen
      << "  Origin = " << fOrigin<<" Origin value "<<fOriginValue;
  }

  TrackAna::~TrackAna()
  //
  // Purpose: Destructor.
  //
  {}

  void TrackAna::analyze(const art::Event& evt)
  //
  // Purpose: Analyze method.
  //
  // Arguments: event - Art event.
  //
  {
    const detinfo::DetectorProperties* detprop = lar::providerFrom<detinfo::DetectorPropertiesService>();
    art::ServiceHandle<cheat::BackTrackerService> bt_serv;
    art::ServiceHandle<cheat::ParticleInventoryService> pi_serv;
    art::ServiceHandle<geo::Geometry> geom;


    ++fNumEvent;

    // Optional dump stream.

    std::unique_ptr<mf::LogInfo> pdump;
    if(fDump > 0) {
      --fDump;
      pdump = std::unique_ptr<mf::LogInfo>(new mf::LogInfo("TrackAna"));
    }

    // Make sure histograms are booked.

    bool mc = !evt.isRealData();

    // Get MCTracks.

    art::Handle< std::vector<sim::MCTrack> > mctrackh;
    evt.getByLabel(fMCTrackModuleLabel, mctrackh);
    // pair of MCTrack and index of matched reco track
    std::vector<std::pair<const sim::MCTrack*, int>> selected_mctracks;

    if(mc && mctrackh.isValid()) {

      selected_mctracks.reserve(mctrackh->size());

      // Dump MCTracks.

      if(pdump) {
        *pdump << "MC Tracks\n"
               << "       Id   pdg           x         y         z          dx        dy        dz           p\n"
               << "-------------------------------------------------------------------------------------------\n";
      }

      // Loop over mc tracks, and fill histograms that depend only
      // on mc information.  Also, fill a secondary list of mc tracks
      // that pass various selection criteria.

      for(std::vector<sim::MCTrack>::const_iterator imctrk = mctrackh->begin();
          imctrk != mctrackh->end(); ++imctrk) {
        const sim::MCTrack& mctrk = *imctrk;
        int pdg = mctrk.PdgCode();
        if(fIgnoreSign)
          pdg = std::abs(pdg);

        // Ignore everything except stable charged nonshowering particles.

        int apdg = std::abs(pdg);
        if(apdg == 13 ||     // Muon
           apdg == 211 ||    // Charged pion
           apdg == 321 ||    // Charged kaon
           apdg == 2212) {   // (Anti)proton

          // check MC track origin?
          if(fCheckOrigin && mctrk.Origin() != fOriginValue) continue;
    
          // Apply minimum energy cut.

          if(mctrk.Start().E() >= mctrk.Start().Momentum().Mag() + 1000.*fMinMCKE) {

            // Calculate the x offset due to nonzero mc particle time.

            double mctime = mctrk.Start().T();                      // nsec
            double mcdx = mctime * 1.e-3 * detprop->DriftVelocity();  // cm

            // Calculate the length of this mc particle inside the fiducial volume.

            TVector3 mcstart;
            TVector3 mcend;
            TVector3 mcstartmom;
            TVector3 mcendmom;
            double plen = length(mctrk, mcdx, mcstart, mcend, mcstartmom, mcendmom);

            // Apply minimum fiducial length cut.  Always reject particles that have
            // zero length in the tpc regardless of the configured cut.

            if(plen > 0. && plen > fMinMCLen) {

              // This is a good mc particle (capable of making a track).

              selected_mctracks.push_back(std::make_pair(&mctrk, -1));

              // Dump MC particle information here.

              if(pdump) {
                double pstart = mcstartmom.Mag();
                double pend = mcendmom.Mag();
                *pdump << "\nOffset"
                       << std::setw(3) << mctrk.TrackID()
                       << std::setw(6) << mctrk.PdgCode()
                       << "  " 
                       << std::fixed << std::setprecision(2) 
                       << std::setw(10) << mcdx
                       << "\nStart " 
                       << std::setw(3) << mctrk.TrackID()
                       << std::setw(6) << mctrk.PdgCode()
                       << "  " 
                       << std::fixed << std::setprecision(2) 
                       << std::setw(10) << mcstart[0]
                       << std::setw(10) << mcstart[1]
                       << std::setw(10) << mcstart[2];
                if(pstart > 0.) {
                  *pdump << "  "
                         << std::fixed << std::setprecision(3) 
                         << std::setw(10) << mcstartmom[0]/pstart
                         << std::setw(10) << mcstartmom[1]/pstart
                         << std::setw(10) << mcstartmom[2]/pstart;
                }
                else
                  *pdump << std::setw(32) << " ";
                *pdump << std::setw(12) << std::fixed << std::setprecision(3) << pstart;
                *pdump << "\nEnd   " 
                       << std::setw(3) << mctrk.TrackID()
                       << std::setw(6) << mctrk.PdgCode()
                       << "  " 
                       << std::fixed << std::setprecision(2)
                       << std::setw(10) << mcend[0]
                       << std::setw(10) << mcend[1]
                       << std::setw(10) << mcend[2];
                if(pend > 0.01) {
                  *pdump << "  " 
                         << std::fixed << std::setprecision(3) 
                         << std::setw(10) << mcendmom[0]/pend
                         << std::setw(10) << mcendmom[1]/pend
                         << std::setw(10) << mcendmom[2]/pend;
                }
                else
                  *pdump << std::setw(32)<< " ";
                *pdump << std::setw(12) << std::fixed << std::setprecision(3) << pend 
                       << "\nLength: " << plen << "\n";
              }

              // Fill histograms.

              if(fMCHistMap.count(pdg) == 0) {
                std::ostringstream ostr;
                ostr << "MC" << (fIgnoreSign ? "All" : (pdg > 0 ? "Pos" : "Neg")) << std::abs(pdg);
                fMCHistMap[pdg] = MCHists(ostr.str());
              }
              const MCHists& mchists = fMCHistMap[pdg];

              double mctheta_xz = std::atan2(mcstartmom.X(), mcstartmom.Z());
              double mctheta_yz = std::atan2(mcstartmom.Y(), mcstartmom.Z());
              double mcmom = mcstartmom.Mag();
              double mcmass = 0.001 * mctrk.Start().Momentum().Mag();
              double mcke = mcmom*mcmom / (std::sqrt(mcmom*mcmom + mcmass*mcmass) + mcmass);

              mchists.fHmcstartx->Fill(mcstart.X());
              mchists.fHmcstarty->Fill(mcstart.Y());
              mchists.fHmcstartz->Fill(mcstart.Z());
              mchists.fHmcendx->Fill(mcend.X());
              mchists.fHmcendy->Fill(mcend.Y());
              mchists.fHmcendz->Fill(mcend.Z());
              mchists.fHmctheta->Fill(mcstartmom.Theta());
              mchists.fHmcphi->Fill(mcstartmom.Phi());
              mchists.fHmctheta_xz->Fill(mctheta_xz);
              mchists.fHmctheta_yz->Fill(mctheta_yz);
              mchists.fHmcmom->Fill(mcmom);
              mchists.fHmcmoml->Fill(mcmom);
              mchists.fHmcke->Fill(mcke);
              mchists.fHmckel->Fill(mcke);
              mchists.fHmclen->Fill(plen);
              mchists.fHmclens->Fill(plen);
            }
          }
        }
      }
    } //mc

        
    // Get tracks and spacepoints and hits
    art::Handle< std::vector<recob::Track> > trackh;
    art::Handle< std::vector< art::PtrVector < recob::Track > > > trackvh;
    art::Handle< std::vector<recob::Hit> > hith;

    evt.getByLabel(fTrackModuleLabel, trackh);
    evt.getByLabel(fStitchModuleLabel,trackvh);
    evt.getByLabel(fHitModuleLabel, hith);

    // Extract all hits into a vector of art::Ptrs (the format used by back tracker).

    std::vector<art::Ptr<recob::Hit> > allhits;
    if(hith.isValid()) {
      allhits.reserve(hith->size());
      for(unsigned int i=0; i<hith->size(); ++i) {
        allhits.emplace_back(hith, i);
      }
    }

    // Construct FindManyP object to be used for finding track-hit associations.

    art::FindManyP<recob::Hit> tkhit_find(trackh, evt, fTrackModuleLabel);

    // This new top part of TrackAna between two long lines of ************s
    // is particular to analyzing Stitched Tracks.
    // *******************************************************************//

    if (trackvh.isValid() && fStitchedAnalysis) 
      {
        mf::LogDebug("TrackAna") 
          << "TrackAna read "  << trackvh->size()
          << "  vectors of Stitched PtrVectorsof tracks.";
        anaStitch(evt);
      }

    if(trackh.isValid()) {

      if(pdump) {
        *pdump << "\nReconstructed Tracks\n"
               << "       Id  MCid           x         y         z          dx        dy        dz           p\n"
               << "-------------------------------------------------------------------------------------------\n";
      }

      // Loop over tracks.
      
      int ntrack = trackh->size();
      for(int i = 0; i < ntrack; ++i) {
        art::Ptr<recob::Track> ptrack(trackh, i);
        const recob::Track& track = *ptrack;

        // Extract hits associated with this track.

        std::vector<art::Ptr<recob::Hit> > trackhits;
        tkhit_find.get(i, trackhits);

        // Calculate the x offset due to nonzero reconstructed time.

        //double recotime = track.Time() * detprop->SamplingRate();       // nsec
//      double recotime = 0.;
//      double trackdx = recotime * 1.e-3 * detprop->DriftVelocity();  // cm
  double trackdx = 0;

        // Fill histograms involving reco tracks only.
        
        int ntraj = track.NumberTrajectoryPoints();
        if(ntraj > 0) {
          TVector3 pos = track.Vertex();
          TVector3 dir = track.VertexDirection();
          TVector3 end = track.End();
          pos[0] += trackdx;
          end[0] += trackdx;
          
          double dpos = bdist(pos);
          double dend = bdist(end);
          double tlen = length(track);
          double theta_xz = std::atan2(dir.X(), dir.Z());
          double theta_yz = std::atan2(dir.Y(), dir.Z());
          
          if(fRecoHistMap.count(0) == 0)
            fRecoHistMap[0] = RecoHists("Reco");
          const RecoHists& rhists = fRecoHistMap[0];
          
          rhists.fHstartx->Fill(pos.X());
          rhists.fHstarty->Fill(pos.Y());
          rhists.fHstartz->Fill(pos.Z());
          rhists.fHstartd->Fill(dpos);
          rhists.fHendx->Fill(end.X());
          rhists.fHendy->Fill(end.Y());
          rhists.fHendz->Fill(end.Z());
          rhists.fHendd->Fill(dend);
          rhists.fHtheta->Fill(dir.Theta());
          rhists.fHphi->Fill(dir.Phi());
          rhists.fHtheta_xz->Fill(theta_xz);
          rhists.fHtheta_yz->Fill(theta_yz);
          
          double mom = 0.;
          if(track.HasMomentum())
            mom = track.VertexMomentum();
          rhists.fHmom->Fill(mom);
          rhists.fHmoml->Fill(mom);
          rhists.fHlen->Fill(tlen);
          rhists.fHlens->Fill(tlen);

          // Id of matching mc particle.

          int mcid = -1;

          // Loop over direction.  

          for(int swap=0; swap<2; ++swap) {

            // Analyze reversed tracks only if start momentum = end momentum.

            if(swap != 0 && track.HasMomentum() &&
               std::abs(track.VertexMomentum() - track.EndMomentum()) > 1.e-3)
              continue;

            // Calculate the global-to-local rotation matrix.

            TMatrixD rot(3,3);
            int start_point = (swap == 0 ? 0 : ntraj-1);
            track.GlobalToLocalRotationAtPoint(start_point, rot);

            // Update track data for reversed case.

            if(swap != 0) {
              rot(1, 0) = -rot(1, 0);
              rot(2, 0) = -rot(2, 0);
              rot(1, 1) = -rot(1, 1);
              rot(2, 1) = -rot(2, 1);
              rot(1, 2) = -rot(1, 2);
              rot(2, 2) = -rot(2, 2);

              pos = track.End();
              dir = -track.EndDirection();
              end = track.Vertex();
              pos[0] += trackdx;
              end[0] += trackdx;
          
              dpos = bdist(pos);
              dend = bdist(end);
              theta_xz = std::atan2(dir.X(), dir.Z());
              theta_yz = std::atan2(dir.Y(), dir.Z());

              if(track.HasMomentum()) mom = track.EndMomentum();
            }
          
            // Get covariance matrix.

            const TMatrixD& cov = (swap == 0 ? track.VertexCovariance() : track.EndCovariance());
            
            // Loop over track-like mc particles.

      for(unsigned int imc = 0; imc < selected_mctracks.size(); ++imc) {
        const sim::MCTrack& mctrk = *selected_mctracks[imc].first;
              int pdg = mctrk.PdgCode();
              if(fIgnoreSign) pdg = std::abs(pdg);
              auto iMCHistMap = fMCHistMap.find(pdg);
              if (iMCHistMap == fMCHistMap.end())
                throw cet::exception("TrackAna") << "no particle with ID=" << pdg << "\n";
              const MCHists& mchists = iMCHistMap->second;

              // Calculate the x offset due to nonzero mc particle time.

              double mctime = mctrk.Start().T();                                 // nsec
              double mcdx = mctime * 1.e-3 * detprop->DriftVelocity();   // cm

              // Calculate the points where this mc particle enters and leaves the
              // fiducial volume, and the length in the fiducial volume.

              TVector3 mcstart;
              TVector3 mcend;
              TVector3 mcstartmom;
              TVector3 mcendmom;
              double plen = length(mctrk, mcdx, mcstart, mcend, mcstartmom, mcendmom);

              // Get the displacement of this mc particle in the global coordinate system.

              TVector3 mcpos = mcstart - pos;
            
              // Rotate the momentum and position to the
              // track-local coordinate system.

              TVector3 mcmoml = rot * mcstartmom;
              TVector3 mcposl = rot * mcpos;

              double colinearity = mcmoml.Z() / mcmoml.Mag();
            
              double u = mcposl.X();
              double v = mcposl.Y();
              double w = mcposl.Z();
            
              double pu = mcmoml.X();
              double pv = mcmoml.Y();
              double pw = mcmoml.Z();

              double dudw = pu / pw;
              double dvdw = pv / pw;

              double u0 = u - w * dudw;
              double v0 = v - w * dvdw;
              double uv0 = std::sqrt(u0*u0 + v0*v0);

              mchists.fHduvcosth->Fill(colinearity, uv0);
        
              if(std::abs(uv0) < fMatchDisp) {

                // Fill slope matching histograms.

                mchists.fHmcdudw->Fill(dudw);
                mchists.fHmcdvdw->Fill(dvdw);
                mchists.fHdudwpull->Fill(dudw / std::sqrt(cov(2,2)));
                mchists.fHdvdwpull->Fill(dvdw / std::sqrt(cov(3,3)));
              }
              mchists.fHcosth->Fill(colinearity);
              if(colinearity > fMatchColinearity) {

                // Fill displacement matching histograms.

                mchists.fHmcu->Fill(u0);
                mchists.fHmcv->Fill(v0);
                mchists.fHmcw->Fill(w);
                mchists.fHupull->Fill(u0 / std::sqrt(cov(0,0)));
                mchists.fHvpull->Fill(v0 / std::sqrt(cov(1,1)));
              
                if(std::abs(uv0) < fMatchDisp) {

                  // Fill matching histograms.

                  double mctheta_xz = std::atan2(mcstartmom.X(), mcstartmom.Z());
                  double mctheta_yz = std::atan2(mcstartmom.Y(), mcstartmom.Z());
                  double mcmom = mcstartmom.Mag();
                  double mcmass = 0.001 * mctrk.Start().Momentum().Mag();
                  double mcke = mcmom*mcmom / (std::sqrt(mcmom*mcmom + mcmass*mcmass) + mcmass);

                  mchists.fHstartdx->Fill(pos.X() - mcstart.X());
                  mchists.fHstartdy->Fill(pos.Y() - mcstart.Y());
                  mchists.fHstartdz->Fill(pos.Z() - mcstart.Z());
                  mchists.fHenddx->Fill(end.X() - mcend.X());
                  mchists.fHenddy->Fill(end.Y() - mcend.Y());
                  mchists.fHenddz->Fill(end.Z() - mcend.Z());
                  mchists.fHlvsl->Fill(plen, tlen);
                  mchists.fHdl->Fill(tlen - plen);
                  mchists.fHpvsp->Fill(mcmom, mom);
                  double dp = mom - mcmom;
                  mchists.fHdp->Fill(dp);
                  mchists.fHppull->Fill(dp / std::sqrt(cov(4,4)));
                  if(std::abs(dpos) >= 5. && std::abs(dend) >= 5.) {
                    mchists.fHpvspc->Fill(mcmom, mom);
                    mchists.fHdpc->Fill(dp);
                    mchists.fHppullc->Fill(dp / std::sqrt(cov(4,4)));
                  }

                  // Count this track as well-reconstructed if it is matched to an
                  // mc particle (which it is if get here), and if in addition the
                  // starting position (w) matches and the reconstructed track length
                  // is more than 0.5 of the mc particle trajectory length.

                  bool good = std::abs(w) <= fWMatchDisp &&
                    tlen > fMatchLength * plen;
                  if(good) {
                    mcid = mctrk.TrackID();

                    // Calculate and fill hit efficiency and purity.

                    std::set<int> tkidset;
                    tkidset.insert(mcid);
                    double hiteff = 
                      bt_serv->HitCollectionEfficiency(tkidset, trackhits, allhits, geo::k3D);
                    double hitpurity = bt_serv->HitCollectionPurity(tkidset, trackhits);
                    mchists.fHHitEff->Fill(hiteff);
                    mchists.fHHitPurity->Fill(hitpurity);

                    // Fill efficiency numerator histograms.

                    mchists.fHgstartx->Fill(mcstart.X());
                    mchists.fHgstarty->Fill(mcstart.Y());
                    mchists.fHgstartz->Fill(mcstart.Z());
                    mchists.fHgendx->Fill(mcend.X());
                    mchists.fHgendy->Fill(mcend.Y());
                    mchists.fHgendz->Fill(mcend.Z());
                    mchists.fHgtheta->Fill(mcstartmom.Theta());
                    mchists.fHgphi->Fill(mcstartmom.Phi());
                    mchists.fHgtheta_xz->Fill(mctheta_xz);
                    mchists.fHgtheta_yz->Fill(mctheta_yz);
                    mchists.fHgmom->Fill(mcmom);
                    mchists.fHgmoml->Fill(mcmom);
                    mchists.fHgke->Fill(mcke);
                    mchists.fHgkel->Fill(mcke);
                    mchists.fHglen->Fill(plen);
                    mchists.fHglens->Fill(plen);
        
        // set the match flag
        selected_mctracks[imc].second = i;
        
        if(fPrintLevel > 0) {
          const simb::MCParticle* ptkl = pi_serv->TrackIdToParticle_P(mcid);
          float KE = ptkl->E() - ptkl->Mass();
          std::string KEUnits = " GeV";
          if(mctrk.Origin() != simb::kCosmicRay) {
            // MeV for low energy particles
            KE *= 1000;
            KEUnits = " MeV";
          }
          mf::LogVerbatim("TrackAna")
          <<evt.run()<<"."<<evt.event()
          <<" Match MCTkID "<<std::setw(6)<<mctrk.TrackID()
          <<" Origin "<<mctrk.Origin()
          <<" PDG"<<std::setw(5)<<mctrk.PdgCode()
          <<" KE"<<std::setw(4)<<(int)KE<<KEUnits
          <<" RecoTrkID "<<track.ID()
          <<" hitEff "<<std::setprecision(2)<<hiteff<<" hitPur "<<hitpurity;
          int sWire, sTick, eWire, eTick;
          // this won't work for DUNE
          for(unsigned short ipl = 0; ipl < geom->Nplanes(); ++ipl) {
            sWire = geom->NearestWire(mcstart, ipl, 0, 0);
            sTick = detprop->ConvertXToTicks(mcstart[0], ipl, 0, 0);
            eWire = geom->NearestWire(mcend, ipl, 0, 0);
            eTick = detprop->ConvertXToTicks(mcend[0], ipl, 0, 0);
            mf::LogVerbatim("TrackAna")<<"   Wire:Tick in Pln "<<ipl<<" W:T "<<sWire<<":"<<sTick<<" - "<<eWire<<":"<<eTick;
          } // ipl
        } // fPrintLevel == 2
                  } // good
                }
              }
            }
          }

          // Dump track information here.

          if(pdump) {
            TVector3 pos = track.Vertex();
            TVector3 dir = track.VertexDirection();
            TVector3 end = track.End();
            pos[0] += trackdx;
            end[0] += trackdx;
            TVector3 enddir = track.EndDirection();
            double pstart = track.VertexMomentum();
            double pend = track.EndMomentum();
            *pdump << "\nOffset"
                   << std::setw(3) << track.ID()
                   << std::setw(6) << mcid
                   << "  "
                   << std::fixed << std::setprecision(2) 
                   << std::setw(10) << trackdx
                   << "\nStart " 
                   << std::setw(3) << track.ID()
                   << std::setw(6) << mcid
                   << "  "
                   << std::fixed << std::setprecision(2) 
                   << std::setw(10) << pos[0]
                   << std::setw(10) << pos[1]
                   << std::setw(10) << pos[2];
            if(pstart > 0.) {
              *pdump << "  "
                     << std::fixed << std::setprecision(3) 
                     << std::setw(10) << dir[0]
                     << std::setw(10) << dir[1]
                     << std::setw(10) << dir[2];
            }
            else
              *pdump << std::setw(32) << " ";
            *pdump << std::setw(12) << std::fixed << std::setprecision(3) << pstart;
            *pdump << "\nEnd   " 
                   << std::setw(3) << track.ID()
                   << std::setw(6) << mcid
                   << "  "
                   << std::fixed << std::setprecision(2)
                   << std::setw(10) << end[0]
                   << std::setw(10) << end[1]
                   << std::setw(10) << end[2];
            if(pend > 0.01) {
              *pdump << "  " 
                     << std::fixed << std::setprecision(3) 
                     << std::setw(10) << enddir[0]
                     << std::setw(10) << enddir[1]
                     << std::setw(10) << enddir[2];
            }
            else 
              *pdump << std::setw(32)<< " ";
            *pdump << std::setw(12) << std::fixed << std::setprecision(3) << pend
                   << "\nLength: " << tlen << "\n";
          }
        }
      }
    }   // i

    // print out un-matched MC tracks
    if(fPrintLevel > 0) {
      for(unsigned int imc = 0; imc < selected_mctracks.size(); ++imc) {
        if(selected_mctracks[imc].second >= 0) continue;
        const sim::MCTrack& mctrk = *selected_mctracks[imc].first;
        const simb::MCParticle* ptkl = pi_serv->TrackIdToParticle_P(mctrk.TrackID());
        float KE = ptkl->E() - ptkl->Mass();
        std::string KEUnits = " GeV";
        if(mctrk.Origin() != simb::kCosmicRay) {
          // MeV for low energy particles
          KE *= 1000;
          KEUnits = " MeV";
        }
        // find the start/end wire:time in each plane
        TVector3 mcstart, mcend, mcstartmom, mcendmom;
        double mcdx = mctrk.Start().T() * 1.e-3 * detprop->DriftVelocity();  // cm
        double plen = length(mctrk, mcdx, mcstart, mcend, mcstartmom, mcendmom);
        mf::LogVerbatim("TrackAna")<<evt.run()<<"."<<evt.event()
          <<" NoMat MCTkID "<<std::setw(6)<<mctrk.TrackID()
          <<" Origin "<<mctrk.Origin()
          <<" PDG"<<std::setw(5)<<mctrk.PdgCode()
          <<" KE"<<std::setw(4)<<(int)KE<<KEUnits
          <<" Length "<<std::fixed<<std::setprecision(1)<<plen<<" cm";
        if(fPrintLevel > 1) {
          int sWire, sTick, eWire, eTick;
          // this won't work for DUNE
          for(unsigned short ipl = 0; ipl < geom->Nplanes(); ++ipl) {
            sWire = geom->NearestWire(mcstart, ipl, 0, 0);
            sTick = detprop->ConvertXToTicks(mcstart[0], ipl, 0, 0);
            eWire = geom->NearestWire(mcend, ipl, 0, 0);
            eTick = detprop->ConvertXToTicks(mcend[0], ipl, 0, 0);
            mf::LogVerbatim("TrackAna")<<"   Wire:Tick in Pln "<<ipl
              <<" W:T "<<sWire<<":"<<sTick<<" - "<<eWire<<":"<<eTick;
          } // ipl
        } // fPrintLevel > 1
      } // imc
    } // fPrintLevel > 0

  }

  void TrackAna::anaStitch(const art::Event& evt)
  {

    art::ServiceHandle<cheat::BackTrackerService> bt_serv;
    art::ServiceHandle<cheat::ParticleInventoryService> pi_serv;
    art::ServiceHandle<geo::Geometry> geom;
    const detinfo::DetectorProperties* detprop = lar::providerFrom<detinfo::DetectorPropertiesService>();

    std::map<int, std::map<int, art::PtrVector<recob::Hit>> > hitmap; // trkID, otrk, hitvec
    std::map<int, int > KEmap; // length traveled in det [cm]?, trkID want to sort by KE
    bool mc = !evt.isRealData();
    art::Handle< std::vector<recob::Track> > trackh;
    art::Handle< std::vector< recob::SpacePoint> > sppth;
    art::Handle< std::vector< art::PtrVector < recob::Track > > > trackvh;

    evt.getByLabel(fTrackModuleLabel, trackh);
    evt.getByLabel(fSpacepointModuleLabel, sppth);
    evt.getByLabel(fStitchModuleLabel,trackvh);
    int ntv(trackvh->size());
    
    std::vector < art::PtrVector<recob::Track> >::const_iterator cti = trackvh->begin();
    
    if(trackh.isValid()) {
      art::FindManyP<recob::SpacePoint> fswhole(trackh, evt, fTrkSpptAssocModuleLabel);
      int nsppts_assnwhole = fswhole.size();
      std::cout << "TrackAna: Number of clumps of Spacepoints from Assn for all Tracks: " << nsppts_assnwhole << std::endl;
    }
    
    if(fRecoHistMap.count(0) == 0)
      {
        fRecoHistMap[0] = RecoHists("Reco");
        std::cout << "\n" << "\t\t  TrkAna: Fresh fRecoHistMap[0] ******* \n" << std::endl;
      }
    const RecoHists& rhistsStitched = fRecoHistMap[0];
    
    std::vector < std::vector <unsigned int> >  NtrkIdsAll; 
    std::vector < double > ntvsorted;
    hitmap.clear();
    KEmap.clear();
    
    // Look at the components of the stitched tracks. Grab their sppts/hits from Assns.
    for (int o = 0; o < ntv; ++o) // o for outer
      {

        const art::PtrVector<recob::Track> pvtrack(*(cti++));
        //      auto it = pvtrack.begin();
        int ntrack = pvtrack.size();
        //      if (ntrack>1)   std::cout << "\t\t  TrkAna: New Stitched Track ******* " << std::endl;
        std::vector< std::vector <unsigned int> > NtrkId_Hit; // hit IDs in inner tracks
        std::vector<unsigned int> vecMode;
        art::FindManyP<recob::SpacePoint> fs( pvtrack, evt, fTrkSpptAssocModuleLabel);

        for(int i = 0; i < ntrack; ++i) {

          //const art::Ptr<recob::Track> ptrack(*(it++));
          //      const recob::Track& track = *ptrack;
          //      auto pcoll { ptrack };
          // art::FindManyP<recob::SpacePoint> fs( ptrack, evt, fTrkSpptAssocModuleLabel);
          // From gdb> ptype fs, the vector of Ptr<SpacePoint>s it appears is grabbed after fs.at(0)
          bool assns(true);
          try {
            // Got Spacepoints from this Track; now get Hits from those Spacepoints.
            //      int nsppts = ptrack->NumberTrajectoryPoints();
            
            int nsppts_assn = fs.at(i).size();  
            //      if (ntrack>1) std::cout << "\t\tTrackAna: Number of Spacepoints from Track.NumTrajPts(): " << nsppts << std::endl;
            //      if (ntrack>1)  std::cout << "\t\tTrackAna: Number of Spacepoints from Assns for this Track: " << nsppts_assn << std::endl;

            const auto& sppt = fs.at(i);//.at(0);
            // since we're in a try and worried about failure, we won't pull the following
            // FindManyP out of the loop.
            art::FindManyP<recob::Hit> fh( sppt, evt, fHitSpptAssocModuleLabel);

            // Importantly, loop on all sppts, though they don't all contribute to the track.
            // As opposed to looping on the trajectory pts, which is a lower number. 
            // Also, important, in job in whch this runs I set TrackKal3DSPS parameter MaxPass=1, 
            // cuz I don't want merely the sparse set of sppts as follows from the uncontained 
            // MS-measurement in 2nd pass.
            std::vector <unsigned int> vecNtrkIds;
            for(int is = 0; is < nsppts_assn; ++is) {
              int nhits = fh.at(is).size(); // should be 2 or 3: number of planes.
              for(int ih = 0; ih < nhits; ++ih) {
                const auto& hit = fh.at(is).at(ih); // Our vector is after the .at(is) this time.
                if (hit->SignalType()!=geo::kCollection) continue;
                rhistsStitched.fHHitChg->Fill(hit->Integral());
                rhistsStitched.fHHitWidth->Fill(2. * hit->RMS());
                if (mc)
                  {
                    std::vector<sim::TrackIDE> tids = bt_serv->HitToTrackIDEs(hit);
                    // more here.
                    // Loop over track ids.
                    bool justOne(true); // Only take first trk that contributed to this hit
                    //    std::cout  << "\t\t  TrkAna: TrkId  tids.size() ******* " << tids.size()  <<std::endl;
                    for(std::vector<sim::TrackIDE>::const_iterator itid = tids.begin();itid != tids.end(); ++itid) {
                      int trackID = std::abs(itid->trackID);
                      hitmap[trackID][o].push_back(hit);

                      if (justOne) { vecNtrkIds.push_back(trackID); justOne=false; }
                      // Add hit to PtrVector corresponding to this track id.
                      rhistsStitched.fHHitTrkId->Fill(trackID); 
                      const simb::MCParticle* part = pi_serv->TrackIdToParticle_P(trackID);
                      if (!part) break;

                      rhistsStitched.fHHitPdg->Fill(part->PdgCode()); 
                      // This really needs to be indexed as KE deposited in volTPC, not just KE. EC, 24-July-2014.

                      TVector3 mcstart;
                      TVector3 mcend;
                      TVector3 mcstartmom;
                      TVector3 mcendmom;
                      double mctime = part->T();                                 // nsec
                      double mcdx = mctime * 1.e-3 * detprop->DriftVelocity();   // cm

                      double plen = length(*part, mcdx, mcstart, mcend, mcstartmom, mcendmom);

                      KEmap[(int)(1e6*plen)] = trackID; // multiple assignment but always the same, so fine.
                      //                      std::cout  << "\t\t  TrkAna: TrkId  trackID, KE [MeV] ******* " << trackID << ", " << (int)(1e3*(part->E()-part->Mass()))  <<std::endl;
                    }

                  } // mc
              } //  hits

            } //    spacepoints

            if (mc)
              {
                NtrkId_Hit.push_back(vecNtrkIds);       
                // Find the trkID mode for this i^th track
                unsigned int ii(1);
                int max(-12), n(1), ind(0);
                std::sort(vecNtrkIds.begin(),vecNtrkIds.end());
                std::vector<unsigned int> strkIds(vecNtrkIds);
                while ( ii < vecNtrkIds.size() )
                  { 
                    if (strkIds.at(ii) != strkIds.at(ii-1)) 
                      {
                        n=1;
                      }
                    else
                      {
                        n++; 
                      }
                    if (n>max) { max = n; ind = ii;}
                    ii++;
                  }
                // std::cout  << "\t\t  TrkAna: TrkId  ind for this track is ******* " << ind  <<std::endl;
                unsigned int mode(sim::NoParticleId);
                if (strkIds.begin()!=strkIds.end()) 
                  mode = strkIds.at(ind);
                vecMode.push_back(mode);

                //      if (ntrack>1)   std::cout  << "\t\t  TrkAna: TrkId mode for this component track is ******* " << mode <<std::endl;
                if (strkIds.size()!=0)
                  rhistsStitched.fModeFrac->Fill((double)max/(double)strkIds.size());
                else
                  rhistsStitched.fModeFrac->Fill(-1.0);
                } // mc

          } // end try 
          catch (cet::exception& x)  {
            assns = false;
          }
          if (!assns) throw cet::exception("TrackAna") << "Bad Associations. \n";

        } // i

        if (mc)
          {
            // one vector per o trk, for all modes of stitched i trks
            NtrkIdsAll.push_back(vecMode); 

            std::unique(NtrkIdsAll.back().begin(),NtrkIdsAll.back().end());
            double sum(0.0);
            for (auto const val :  NtrkIdsAll.back())
              {
                //              rhistsStitched.fNTrkIdTrks3->Fill(o,val%100,hitmap[val][o].size());
                sum += hitmap[val][o].size();
              }
            ntvsorted.push_back(sum);

          }

        //      
      } // o

    int vtmp(0);
        // get KEmap indices by most energetic first, least last.
        for (auto it = KEmap.rbegin(); it!=KEmap.rend(); ++it) 
          {
            //      int tval = it->second; // grab trkIDs in order, since they're sorted by KE
            //      int ke = it->first; // grab trkIDs in order, since they're sorted by KE
            //      const simb::MCParticle* part = bt_serv->TrackIDToParticle(tval);
            
            //      std::cout << "TrackAnaStitch: KEmap cntr vtmp, Length ke, tval, pdg : "  << vtmp << ", " << ke <<", " << tval <<", " << part->PdgCode() << ", " << std::endl;

            vtmp++;
          }

    // get o trk indices by their hits. Most populous track first, least last.
    for (auto const o : fsort_indexes(ntvsorted))
      {
        int v(0);
        // get KEmap indices by longest trajectory first, least last.
        for (auto it = KEmap.rbegin(); it!=KEmap.rend(); ++it) 
          {
            int val = it->second; // grab trkIDs in order, since they're sorted by KE
            //      const simb::MCParticle* part = pi_serv->TrackIDToParticle(val);
            //      std::cout << "TrackAnaStitch: trk o, KEmap cntr v, KE val, pdg  hitmap[val][o].size(): "  << o <<", " << v << ", " << val <<", " << part->PdgCode() << ", " << hitmap[val][o].size() << std::endl;
            rhistsStitched.fNTrkIdTrks3->Fill(o,v,hitmap[val][o].size());
            v++;
          }
        
      }

    // In how many o tracks did each trkId appear? Histo it. Would like it to be precisely 1.
    // Histo it vs. particle KE.
    flattener flat(NtrkIdsAll);
    std::vector <unsigned int> &v = flat;
  //  auto const it ( std::unique(v.begin(),v.end()) ); // never use this it, perhaps.
    for (auto const val :  v)
      {
        if (val != (unsigned int)sim::NoParticleId)
          {
            const simb::MCParticle* part = pi_serv->TrackIdToParticle_P( val ); 
            double T(part->E() - 0.001*part->Mass());
            rhistsStitched.fNTrkIdTrks->Fill(std::count(v.begin(),v.end(),val));
            rhistsStitched.fNTrkIdTrks2->Fill(std::count(v.begin(),v.end(),val),T);
          }
        else
          {
            rhistsStitched.fNTrkIdTrks2->Fill(-1.0,0.0);
          }
      }
 
  }

  void TrackAna::endJob()
  //
  // Purpose: End of job.
  //
  {
    // Print summary.

    mf::LogInfo("TrackAna") 
      << "TrackAna statistics:\n"
      << "  Number of events = " << fNumEvent;

    // Fill efficiency histograms.

    for(std::map<int, MCHists>::const_iterator i = fMCHistMap.begin();
        i != fMCHistMap.end(); ++i) {
      const MCHists& mchists = i->second;
      effcalc(mchists.fHgstartx, mchists.fHmcstartx, mchists.fHestartx);
      effcalc(mchists.fHgstarty, mchists.fHmcstarty, mchists.fHestarty);
      effcalc(mchists.fHgstartz, mchists.fHmcstartz, mchists.fHestartz);
      effcalc(mchists.fHgendx, mchists.fHmcendx, mchists.fHeendx);
      effcalc(mchists.fHgendy, mchists.fHmcendy, mchists.fHeendy);
      effcalc(mchists.fHgendz, mchists.fHmcendz, mchists.fHeendz);
      effcalc(mchists.fHgtheta, mchists.fHmctheta, mchists.fHetheta);
      effcalc(mchists.fHgphi, mchists.fHmcphi, mchists.fHephi);
      effcalc(mchists.fHgtheta_xz, mchists.fHmctheta_xz, mchists.fHetheta_xz);
      effcalc(mchists.fHgtheta_yz, mchists.fHmctheta_yz, mchists.fHetheta_yz);
      effcalc(mchists.fHgmom, mchists.fHmcmom, mchists.fHemom);
      effcalc(mchists.fHgmoml, mchists.fHmcmoml, mchists.fHemoml);
      effcalc(mchists.fHgke, mchists.fHmcke, mchists.fHeke);
      effcalc(mchists.fHgkel, mchists.fHmckel, mchists.fHekel);
      effcalc(mchists.fHglen, mchists.fHmclen, mchists.fHelen);
      effcalc(mchists.fHglens, mchists.fHmclens, mchists.fHelens);
    }
  }

    // Stole this from online. Returns indices sorted by corresponding vector values.
    template <typename T>
      std::vector<size_t> TrackAna::fsort_indexes(const std::vector<T> &v) {
  // initialize original index locations
      std::vector<size_t> idx(v.size());
      for (size_t i = 0; i != idx.size(); ++i) idx[i] = i;
            // sort indexes based on comparing values in v
      std::sort(idx.begin(), idx.end(),
                [&v](size_t i1, size_t i2) {return v[i1] > v[i2];}); // Want most occupied trks first. was <, EC, 21-July.
      return idx;
    }


}