JMatrixNZ.cc File Reference

Example program to test chi2 calculations based on JFIT::JMatrixNZ. More...

#include <string>
#include <iostream>
#include <iomanip>
#include <vector>
#include <map>
#include <algorithm>
#include "TROOT.h"
#include "TFile.h"
#include "TH1D.h"
#include "TProfile.h"
#include "TRandom.h"
#include "km3net-dataformat/offline/Head.hh"
#include "km3net-dataformat/offline/Evt.hh"
#include "km3net-dataformat/tools/time_converter.hh"
#include "JDAQ/JDAQEventIO.hh"
#include "JDAQ/JDAQTimesliceIO.hh"
#include "JAAnet/JHead.hh"
#include "JAAnet/JHeadToolkit.hh"
#include "JAAnet/JAAnetToolkit.hh"
#include "JPhysics/JConstants.hh"
#include "JGeometry3D/JDirection3D.hh"
#include "JGeometry3D/JRotation3D.hh"
#include "JGeometry3D/JGeometry3DToolkit.hh"
#include "JDetector/JDetector.hh"
#include "JDetector/JDetectorToolkit.hh"
#include "JDetector/JModuleRouter.hh"
#include "JDetector/JPMTRouter.hh"
#include "JTrigger/JHit.hh"
#include "JTrigger/JFrame.hh"
#include "JTrigger/JTimeslice.hh"
#include "JTrigger/JHitL0.hh"
#include "JTrigger/JHitL1.hh"
#include "JTrigger/JBuildL1.hh"
#include "JTrigger/JBuildL2.hh"
#include "JTrigger/JAlgorithm.hh"
#include "JTrigger/JMatch1D.hh"
#include "JTrigger/JMatch3B.hh"
#include "JSupport/JTriggeredFileScanner.hh"
#include "JSupport/JFileRecorder.hh"
#include "JSupport/JMonteCarloFileSupportkit.hh"
#include "JSupport/JSupport.hh"
#include "JFit/JMatrixNZ.hh"
#include "JFit/JFitToolkit.hh"
#include "Jeep/JParser.hh"
#include "Jeep/JMessage.hh"

Go to the source code of this file.

Functions
int	main (int argc, char **argv)

Detailed Description

Example program to test chi2 calculations based on JFIT::JMatrixNZ.

Author

mdejong

Definition in file JMatrixNZ.cc.

Function Documentation

main()

int main	(	int	argc,
		char **	argv
	)

Definition at line 58 of file JMatrixNZ.cc.

{
  using namespace std;
  using namespace JPP;
  using namespace KM3NETDAQ;
 
  JTriggeredFileScanner<> inputFile;
  JLimit_t&      numberOfEvents = inputFile.getLimit();
  string         outputFile;
  string         detectorFile;
  double         Tmax_ns;
  double         roadWidth_m;
  double         ctMin;
  double         alpha_deg;
  double         sigma_ns;
  int            numberOfOutliers;
  bool           useTrue;
  int            debug;
 
  try { 
 
    JParser<> zap("Example program to test chi2 calculations of co-variance matrix including direction uncertainty.");
    
    zap['f'] = make_field(inputFile);
    zap['o'] = make_field(outputFile)          = "matrixnz.root";
    zap['a'] = make_field(detectorFile);
    zap['n'] = make_field(numberOfEvents)      = JLimit::max();
    zap['T'] = make_field(Tmax_ns)             =  20.0;               // [ns]
    zap['R'] = make_field(roadWidth_m)         = 150.0;               // [m]    
    zap['C'] = make_field(ctMin)               =   0.0;               //   
    zap['A'] = make_field(alpha_deg);
    zap['S'] = make_field(sigma_ns);
    zap['O'] = make_field(numberOfOutliers);
    zap['U'] = make_field(useTrue);
    zap['d'] = make_field(debug)               = 1;
    
    zap(argc, argv);
  }
  catch(const exception& error) {
    FATAL(error.what() << endl);
  }
 
 
  using namespace KM3NETDAQ;
 
 
  const unsigned int NUMBER_OF_HITS      =  6;
  const double       STANDARD_DEVIATIONS =  3.0;                        // [unit]
  const double       HIT_OFF             =  1.0e3 * sigma_ns*sigma_ns;  // [ns^2]
 
 
  JDetector detector;
 
  try {
    load(detectorFile, detector);
  }
  catch(const JException& error) {
    FATAL(error);
  }
 
  const JModuleRouter moduleRouter(detector);
  const JPMTRouter    pmtRouter   (detector);
 
  const Vec           offset = getOffset(getHeader(inputFile));
 
 
  TFile out(outputFile.c_str(), "recreate");
 
 
  TH1D h0("h0", NULL, 50,  0.0,  20.0);
  TH1D h1("h1", NULL, 50,  0.0,  20.0);
 
  TH1D p0("p0", NULL, 50,  0.0,   1.0);
  TH1D p1("p1", NULL, 50,  0.0,   1.0);
 
  vector<double> X;
 
  {
    double x = -0.5;
    
    for ( ; x <  10.0; x +=  1.0) { X.push_back(x); }
    for ( ; x <  25.0; x +=  2.0) { X.push_back(x); }
    for ( ; x < 100.0; x +=  5.0) { X.push_back(x); }
  }
 
  TProfile n0("n0", NULL, X.size() - 1, X.data());
  TProfile n1("n1", NULL, X.size() - 1, X.data());
 
 
  typedef vector<JHitL1>  JData_t;
  const JBuildL2<JHitL1>  buildL2(JL2Parameters(2, Tmax_ns, ctMin));
  const JMatch3B<JHitL1>  match3B(roadWidth_m, Tmax_ns);
  const JMatch1D<JHitL1>  match1D(roadWidth_m, Tmax_ns);
 
  JHit::setSlewing(!useTrue);
 
  while (inputFile.hasNext()) {
 
    STATUS("event: " << setw(10) << inputFile.getCounter() << '\r'); DEBUG(endl);
 
    JTriggeredFileScanner<>::multi_pointer_type ps = inputFile.next();
 
    const JDAQEvent* tev   = ps;
    const Evt*       event = ps;
    
    const time_converter converter(*event, *tev);
        
    vector<Trk>::const_iterator muon = find_if(event->mc_trks.begin(), event->mc_trks.end(), is_muon);
 
    if (muon != event->mc_trks.end()) {
 
      const JRotation3D R(getDirection(*muon));
 
      JLine1Z tz(getPosition(*muon), converter.putTime(muon->t));
 
      tz.add(getPosition(offset));
      tz.rotate(R);
 
      const double theta = alpha_deg * PI / 180.0;
      const double phi   = gRandom->Uniform(0.0, 2*PI);
      
      const JRotation3D Rs(JAngle3D(theta,phi));
 
 
      JData_t data;
 
      if (!useTrue) {
 
        buildL2(*tev, moduleRouter, back_inserter(data));
        
        data.erase(unique(data.begin(), data.end(), equal_to<JDAQModuleIdentifier>()), data.end());
 
      } else {
 
        map<int, vector<JHitL0> > zbuf;
 
        for (vector<Hit>::const_iterator i = event->mc_hits.begin(); i != event->mc_hits.end(); ++i) {
          
          if (!is_noise(*i)) {
            
            const JPMTAddress&    address = pmtRouter.getAddress(i->pmt_id);
            const JPMTIdentifier& id      = pmtRouter.getIdentifier(address);
            const JPMT&           pmt     = pmtRouter.getPMT(address);
            const double          t1      = converter.putTime(getTime(*i));
 
            zbuf[address.first].push_back(JHitL0(JDAQPMTIdentifier(id.getModuleID(), id.getPMTAddress()), pmt, t1));
          }
        }
 
        for (map<int, vector<JHitL0> >::iterator i = zbuf.begin(); i != zbuf.end(); ++i) {
 
          sort(i->second.begin(), i->second.end(), less<JHit>());
          
          data.push_back(i->second[0]);
        }
      }
 
 
      // 3D cluster
 
      data.erase(clusterizeWeight(data.begin(), data.end(), match3B), data.end());
 
 
      // 1D cluster
      
      for (JData_t::iterator i = data.begin(); i != data.end(); ++i) {
        i->rotate(R);
      }
 
      data.erase(clusterizeWeight(data.begin(), data.end(), match1D), data.end());
 
 
      // move true muon to center of mass of hits
 
      tz.setZ(JWeighedCenter3D(data.begin(), data.end()).getZ(), getSpeedOfLight());
 
 
      // set coordinate origin to true muon position
 
      for (JData_t::iterator i = data.begin(); i != data.end(); ++i) {
        i->sub(tz.getPosition());
      }
 
      tz.setPosition(JVector3D(0,0,0));
 
      
      // apply rotational smearing to hits
 
      for (JData_t::iterator i = data.begin(); i != data.end(); ++i) {
        i->rotate_back(Rs);
      }
 
 
      if (data.size() >= NUMBER_OF_HITS + numberOfOutliers) {
 
        JData_t::iterator __end = data.end();
 
        for (int n = 0; n < numberOfOutliers && distance(data.begin(), __end) > NUMBER_OF_HITS; ++n) {
          
          double            ymax = 0.0;
          JData_t::iterator kill = __end;
          
          for (JData_t::iterator i = data.begin(); i != __end; ++i) {
            
            const double y = fabs(i->getT() - tz.getT(*i)) / sigma_ns;
            
            if (y > ymax) {
              ymax = y;
              kill = i;
            }
          }
          
          if (ymax >= STANDARD_DEVIATIONS)
            iter_swap(kill, --__end);
          else 
            break;
        }
 
        const double chi2 = getChi2(tz, data.begin(), __end, sigma_ns);
        const int    N    = distance(data.begin(), __end);
        
        h0.Fill(chi2 / N);
        p0.Fill(TMath::Prob(chi2, N));
        n0.Fill((double) data.size(), (double) N / (double) data.size()); 
      }
 
 
      if (data.size() >= NUMBER_OF_HITS + numberOfOutliers) {
 
        JMatrixNZ V;
        JVectorNZ Y;
 
        V.set(tz, data.begin(), data.end(), alpha_deg, sigma_ns);
        Y.set(tz, data.begin(), data.end());
 
        V.invert();
 
        unsigned int N = data.size();
        
        for (int n = 0; n < numberOfOutliers && N > NUMBER_OF_HITS; ++n, --N) {
          
          double ymax =  0.0;
          int    kill = -1;
          
          for (unsigned int i = 0; i != V.size(); ++i) {
              
            const double y = getChi2(Y, V, i);
            
            if (y > ymax) {
              ymax = y;
              kill = i;
            }
          }
 
          if (ymax >= STANDARD_DEVIATIONS * STANDARD_DEVIATIONS)
            V.update(kill, HIT_OFF);
          else 
            break;
        }
          
        const double chi2 = V.getDot(Y);
        
        h1.Fill(chi2 / N);
        p1.Fill(TMath::Prob(chi2, N));
        n1.Fill((double) data.size(), (double) N / (double) data.size());
      }
    }
  }
  STATUS(endl);
 
  out.Write();
  out.Close();
}