CosmicTracker_module.cc
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1 ////////////////////////////////////////////////////////////////////////
2 //
3 // CosmicTracker
4 //
5 // Tracker to reconstruct cosmic ray muons and neutrino interactions
6 //
7 // tjyang@fnal.gov
8 //
9 //
10 // ** Modified by Muhammad Elnimr to check multiple TPCs for the 35t prototype.
11 //
12 // mmelnimr@as.ua.edu
13 // April 2014
14 //
15 // Major modifications to separate algorithms from the module and
16 // use Bruce's TrackTrajectoryAlg to get trajectory points. T. Yang
17 // June 2015
18 ////////////////////////////////////////////////////////////////////////
19 
20 // C++ includes
21 #include <algorithm>
22 #include <iomanip>
23 #include <iostream>
24 #include <string>
25 
26 // Framework includes
32 #include "canvas/Persistency/Common/FindManyP.h"
35 #include "fhiclcpp/ParameterSet.h"
37 
38 // LArSoft includes
49 
50 // ROOT includes
51 #include "TMath.h"
52 #include "TVector3.h"
53 
54 struct trkPoint {
55 public:
56  TVector3 pos;
57  TVector3 dir; //direction cosines
59 };
60 
61 bool
62 AnglesConsistent(const TVector3& p1,
63  const TVector3& p2,
64  const TVector3& a1,
65  const TVector3& a2,
66  double angcut)
67 {
68  double angle1 = a1.Angle(a2);
69  if (angle1 > TMath::PiOver2()) angle1 = TMath::Pi() - angle1;
70  double angle2 = a1.Angle(p1 - p2);
71  if (angle2 > TMath::PiOver2()) angle2 = TMath::Pi() - angle2;
72  if (angle1 < angcut && angle2 < angcut)
73  return true;
74  else
75  return false;
76 }
77 
78 // compare end points and directions
79 bool
80 MatchTrack(const std::vector<trkPoint>& trkpts1,
81  const std::vector<trkPoint>& trkpts2,
82  double discut,
83  double angcut)
84 {
85  bool match = false;
86  if (!trkpts1.size()) return match;
87  if (!trkpts2.size()) return match;
88  if ((trkpts1[0].hit)->WireID().Cryostat == (trkpts2[0].hit)->WireID().Cryostat &&
89  (trkpts1[0].hit)->WireID().TPC == (trkpts2[0].hit)->WireID().TPC)
90  return match;
91  // art::ServiceHandle<geo::Geometry const> geom;
92  // const geo::TPCGeo &thetpc1 = geom->TPC((trkpts1[0].hit)->WireID().TPC, (trkpts1[0].hit)->WireID().Cryostat);
93  // const geo::TPCGeo &thetpc2 = geom->TPC((trkpts2[0].hit)->WireID().TPC, (trkpts2[0].hit)->WireID().Cryostat);
94 
95  //std::cout<<trkpts1[0].pos.Y()<<" "<<trkpts1.back().pos.Y()<<" "<<trkpts1[0].pos.Z()<<" "<<trkpts1.back().pos.Z()<<std::endl;
96  //std::cout<<trkpts2[0].pos.Y()<<" "<<trkpts2.back().pos.Y()<<" "<<trkpts2[0].pos.Z()<<" "<<trkpts2.back().pos.Z()<<std::endl;
97 
98  // if (thetpc1.InFiducialY(trkpts1[0].pos.Y(),5)&&
99  // thetpc1.InFiducialY(trkpts1.back().pos.Y(),5)&&
100  // thetpc1.InFiducialZ(trkpts1[0].pos.Z(),5)&&
101  // thetpc1.InFiducialZ(trkpts1.back().pos.Z(),5)) return match;
102  // //std::cout<<"pass 1"<<std::endl;
103  // if (thetpc2.InFiducialY(trkpts2[0].pos.Y(),5)&&
104  // thetpc2.InFiducialY(trkpts2.back().pos.Y(),5)&&
105  // thetpc2.InFiducialZ(trkpts2[0].pos.Z(),5)&&
106  // thetpc2.InFiducialZ(trkpts2.back().pos.Z(),5)) return match;
107  // //std::cout<<"pass 2"<<std::endl;
108 
109  if (AnglesConsistent(trkpts1[0].pos, trkpts2[0].pos, trkpts1[0].dir, trkpts2[0].dir, angcut))
110  match = true;
111  if (AnglesConsistent(
112  trkpts1.back().pos, trkpts2[0].pos, trkpts1.back().dir, trkpts2[0].dir, angcut))
113  match = true;
114  if (AnglesConsistent(
115  trkpts1[0].pos, trkpts2.back().pos, trkpts1[0].dir, trkpts2.back().dir, angcut))
116  match = true;
117  if (AnglesConsistent(
118  trkpts1.back().pos, trkpts2.back().pos, trkpts1.back().dir, trkpts2.back().dir, angcut))
119  match = true;
120 
121  return match;
122 }
123 
124 bool
126 {
127  return h1->WireID().Wire < h2->WireID().Wire;
128 }
129 
130 bool
131 sp_sort_x0(const trkPoint& tp1, const trkPoint& tp2)
132 {
133  return tp1.pos.X() < tp2.pos.X();
134 }
135 
136 bool
137 sp_sort_x1(const trkPoint& tp1, const trkPoint& tp2)
138 {
139  return tp1.pos.X() > tp2.pos.X();
140 }
141 
142 bool
143 sp_sort_y0(const trkPoint& tp1, const trkPoint& tp2)
144 {
145  return tp1.pos.Y() < tp2.pos.Y();
146 }
147 
148 bool
149 sp_sort_y1(const trkPoint& tp1, const trkPoint& tp2)
150 {
151  return tp1.pos.Y() > tp2.pos.Y();
152 }
153 
154 bool
155 sp_sort_z0(const trkPoint& tp1, const trkPoint& tp2)
156 {
157  return tp1.pos.Z() < tp2.pos.Z();
158 }
159 
160 bool
161 sp_sort_z1(const trkPoint& tp1, const trkPoint& tp2)
162 {
163  return tp1.pos.Z() > tp2.pos.Z();
164 }
165 
166 bool
168 {
169  const double* xyz1 = h1.XYZ();
170  const double* xyz2 = h2.XYZ();
171  return xyz1[0] < xyz2[0];
172 }
173 
174 bool
176 {
177  const double* xyz1 = h1.XYZ();
178  const double* xyz2 = h2.XYZ();
179  return xyz1[0] > xyz2[0];
180 }
181 
182 bool
184 {
185  const double* xyz1 = h1.XYZ();
186  const double* xyz2 = h2.XYZ();
187  return xyz1[1] < xyz2[1];
188 }
189 
190 bool
192 {
193  const double* xyz1 = h1.XYZ();
194  const double* xyz2 = h2.XYZ();
195  return xyz1[1] > xyz2[1];
196 }
197 
198 bool
200 {
201  const double* xyz1 = h1.XYZ();
202  const double* xyz2 = h2.XYZ();
203  return xyz1[2] < xyz2[2];
204 }
205 
206 bool
208 {
209  const double* xyz1 = h1.XYZ();
210  const double* xyz2 = h2.XYZ();
211  return xyz1[2] > xyz2[2];
212 }
213 
214 namespace trkf {
215 
217  public:
218  explicit CosmicTracker(fhicl::ParameterSet const& pset);
219 
220  private:
221  void produce(art::Event& evt);
222 
225 
226  std::string fClusterModuleLabel; ///< label for input cluster collection
227 
228  std::string fSortDir; ///< sort space points
229 
230  bool fStitchTracks; ///< Stitch tracks from different TPCs
231  double fDisCut; ///< Distance cut for track merging
232  double fAngCut; ///< Angle cut for track merging
233 
234  bool fTrajOnly; ///< Only use trajectory points from TrackTrajectoryAlg for debugging
235 
236  }; // class CosmicTracker
237 
238 }
239 
240 namespace trkf {
241 
242  //-------------------------------------------------
243  CosmicTracker::CosmicTracker(fhicl::ParameterSet const& pset)
244  : EDProducer{pset}
245  , fClusterMatch(pset.get<fhicl::ParameterSet>("ClusterMatch"))
246  , fCTAlg(pset.get<fhicl::ParameterSet>("CTAlg"))
247  {
248  fClusterModuleLabel = pset.get<std::string>("ClusterModuleLabel");
249  fSortDir = pset.get<std::string>("SortDirection", "+z");
250  fStitchTracks = pset.get<bool>("StitchTracks");
251  fDisCut = pset.get<double>("DisCut");
252  fAngCut = pset.get<double>("AngCut");
253  fTrajOnly = pset.get<bool>("TrajOnly");
254 
255  produces<std::vector<recob::Track>>();
256  produces<std::vector<recob::SpacePoint>>();
257  produces<art::Assns<recob::Track, recob::Cluster>>();
258  produces<art::Assns<recob::Track, recob::SpacePoint>>();
259  produces<art::Assns<recob::SpacePoint, recob::Hit>>();
260  produces<art::Assns<recob::Track, recob::Hit>>();
261  }
262 
263  //------------------------------------------------------------------------------------//
264  void
266  {
267 
268  // get services
270 
271  std::unique_ptr<std::vector<recob::Track>> tcol(new std::vector<recob::Track>);
272  std::unique_ptr<std::vector<recob::SpacePoint>> spcol(new std::vector<recob::SpacePoint>);
273  std::unique_ptr<art::Assns<recob::Track, recob::SpacePoint>> tspassn(
275  std::unique_ptr<art::Assns<recob::Track, recob::Cluster>> tcassn(
277  std::unique_ptr<art::Assns<recob::Track, recob::Hit>> thassn(
279  std::unique_ptr<art::Assns<recob::SpacePoint, recob::Hit>> shassn(
281 
282  //double timetick = detprop->SamplingRate()*1e-3; //time sample in us
283  //double presamplings = detprop->TriggerOffset(); // presamplings in ticks
284  //double plane_pitch = geom->PlanePitch(0,1); //wire plane pitch in cm
285  //double wire_pitch = geom->WirePitch(); //wire pitch in cm
286  //double Efield_drift = larprop->Efield(0); // Electric Field in the drift region in kV/cm
287  //double Temperature = detprop->Temperature(); // LAr Temperature in K
288 
289  //double driftvelocity = larprop->DriftVelocity(Efield_drift,Temperature); //drift velocity in the drift region (cm/us)
290  //double timepitch = driftvelocity*timetick; //time sample (cm)
291 
292  // get input Cluster object(s).
293  art::Handle<std::vector<recob::Cluster>> clusterListHandle;
294  std::vector<art::Ptr<recob::Cluster>> clusterlist;
295  if (evt.getByLabel(fClusterModuleLabel, clusterListHandle))
296  art::fill_ptr_vector(clusterlist, clusterListHandle);
297 
298  art::FindManyP<recob::Hit> fm(clusterListHandle, evt, fClusterModuleLabel);
299 
300  // find matched clusters
301  auto const clockData = art::ServiceHandle<detinfo::DetectorClocksService const>()->DataFor(evt);
302  auto const detProp =
304  auto const matchedclusters = fClusterMatch.MatchedClusters(clockData, detProp, clusterlist, fm);
305 
306  // get track space points
307  std::vector<std::vector<trkPoint>> trkpts(matchedclusters.size());
308  for (size_t itrk = 0; itrk < matchedclusters.size(); ++itrk) { //loop over tracks
309 
310  std::vector<art::Ptr<recob::Hit>> hitlist;
311  for (size_t iclu = 0; iclu < matchedclusters[itrk].size(); ++iclu) { //loop over clusters
312 
313  std::vector<art::Ptr<recob::Hit>> hits = fm.at(matchedclusters[itrk][iclu]);
314  for (size_t ihit = 0; ihit < hits.size(); ++ihit) {
315  hitlist.push_back(hits[ihit]);
316  }
317  }
318  // reconstruct space points and directions
319  fCTAlg.SPTReco(clockData, detProp, hitlist);
320  if (!fTrajOnly) {
321  if (!fCTAlg.trkPos.size()) continue;
322  for (size_t i = 0; i < hitlist.size(); ++i) {
323  trkPoint trkpt;
324  trkpt.pos = fCTAlg.trkPos[i];
325  trkpt.dir = fCTAlg.trkDir[i];
326  trkpt.hit = hitlist[i];
327  trkpts[itrk].push_back(trkpt);
328  }
329  if (fSortDir == "+x") std::sort(trkpts[itrk].begin(), trkpts[itrk].end(), sp_sort_x0);
330  if (fSortDir == "-x") std::sort(trkpts[itrk].begin(), trkpts[itrk].end(), sp_sort_x1);
331  if (fSortDir == "+y") std::sort(trkpts[itrk].begin(), trkpts[itrk].end(), sp_sort_y0);
332  if (fSortDir == "-y") std::sort(trkpts[itrk].begin(), trkpts[itrk].end(), sp_sort_y1);
333  if (fSortDir == "+z") std::sort(trkpts[itrk].begin(), trkpts[itrk].end(), sp_sort_z0);
334  if (fSortDir == "-z") std::sort(trkpts[itrk].begin(), trkpts[itrk].end(), sp_sort_z1);
335  }
336 
337  if (fTrajOnly) { //debug only
338  if (!fCTAlg.trajPos.size()) continue;
339  size_t spStart = spcol->size();
340  std::vector<recob::SpacePoint> spacepoints;
341  for (size_t ipt = 0; ipt < fCTAlg.trajPos.size(); ++ipt) {
343  double hitcoord[3];
344  hitcoord[0] = fCTAlg.trajPos[ipt].X();
345  hitcoord[1] = fCTAlg.trajPos[ipt].Y();
346  hitcoord[2] = fCTAlg.trajPos[ipt].Z();
347  double err[6] = {util::kBogusD};
348  recob::SpacePoint mysp(hitcoord,
349  err,
351  spStart + spacepoints.size()); //3d point at end of track
352  spacepoints.push_back(mysp);
353  spcol->push_back(mysp);
354  util::CreateAssn(evt, *spcol, fCTAlg.trajHit[ipt], *shassn);
355  } // ihit
356  size_t spEnd = spcol->size();
357  if (fSortDir == "+x") {
358  std::sort(spacepoints.begin(), spacepoints.end(), spt_sort_x0);
359  std::sort(spcol->begin() + spStart, spcol->begin() + spEnd, spt_sort_x0);
360  }
361  if (fSortDir == "-x") {
362  std::sort(spacepoints.begin(), spacepoints.end(), spt_sort_x1);
363  std::sort(spcol->begin() + spStart, spcol->begin() + spEnd, spt_sort_x1);
364  }
365  if (fSortDir == "+y") {
366  std::sort(spacepoints.begin(), spacepoints.end(), spt_sort_y0);
367  std::sort(spcol->begin() + spStart, spcol->begin() + spEnd, spt_sort_y0);
368  }
369  if (fSortDir == "-y") {
370  std::sort(spacepoints.begin(), spacepoints.end(), spt_sort_y1);
371  std::sort(spcol->begin() + spStart, spcol->begin() + spEnd, spt_sort_y1);
372  }
373  if (fSortDir == "+z") {
374  std::sort(spacepoints.begin(), spacepoints.end(), spt_sort_z0);
375  std::sort(spcol->begin() + spStart, spcol->begin() + spEnd, spt_sort_z0);
376  }
377  if (fSortDir == "-z") {
378  std::sort(spacepoints.begin(), spacepoints.end(), spt_sort_z1);
379  std::sort(spcol->begin() + spStart, spcol->begin() + spEnd, spt_sort_z1);
380  }
381 
382  if (spacepoints.size() > 0) {
383 
384  // make a vector of the trajectory points along the track
385  std::vector<TVector3> xyz(spacepoints.size());
386  for (size_t s = 0; s < spacepoints.size(); ++s) {
387  xyz[s] = TVector3(spacepoints[s].XYZ());
388  }
389  //Calculate track direction cosines
390  TVector3 startpointVec, endpointVec, DirCos;
391  startpointVec = xyz[0];
392  endpointVec = xyz.back();
393  DirCos = endpointVec - startpointVec;
394  //SetMag casues a crash if the magnitude of the vector is zero
395  try {
396  DirCos.SetMag(1.0); //normalize vector
397  }
398  catch (...) {
399  std::cout << "The Spacepoint is infinitely small" << std::endl;
400  continue;
401  }
402  std::vector<TVector3> dircos(spacepoints.size(), DirCos);
403 
404  tcol->push_back(
407  recob::Track::Flags_t(xyz.size()),
408  false),
409  0,
410  -1.,
411  0,
414  tcol->size()));
415 
416  // make associations between the track and space points
417  util::CreateAssn(evt, *tcol, *spcol, *tspassn, spStart, spEnd);
418 
419  // and the hits and track
420  std::vector<art::Ptr<recob::Hit>> trkhits;
421  for (size_t ihit = 0; ihit < hitlist.size(); ++ihit) {
422  trkhits.push_back(hitlist[ihit]);
423  }
424  util::CreateAssn(evt, *tcol, trkhits, *thassn);
425  }
426  }
427  } //itrk
428 
429  // by default creates a spacepoint and direction for each hit
430  if (!fTrajOnly) {
431  std::vector<std::vector<unsigned int>> trkidx;
432  //stitch tracks from different TPCs
433  if (fStitchTracks) {
434  for (size_t itrk1 = 0; itrk1 < trkpts.size(); ++itrk1) {
435  for (size_t itrk2 = itrk1 + 1; itrk2 < trkpts.size(); ++itrk2) {
436  if (MatchTrack(trkpts[itrk1], trkpts[itrk2], fDisCut, fAngCut)) {
437  int found1 = -1;
438  int found2 = -1;
439  for (size_t i = 0; i < trkidx.size(); ++i) {
440  for (size_t j = 0; j < trkidx[i].size(); ++j) {
441  if (trkidx[i][j] == itrk1) found1 = i;
442  if (trkidx[i][j] == itrk2) found2 = i;
443  }
444  }
445  if (found1 == -1 && found2 == -1) {
446  std::vector<unsigned int> tmp;
447  tmp.push_back(itrk1);
448  tmp.push_back(itrk2);
449  trkidx.push_back(tmp);
450  }
451  else if (found1 == -1 && found2 != -1) {
452  trkidx[found2].push_back(itrk1);
453  }
454  else if (found1 != -1 && found2 == -1) {
455  trkidx[found1].push_back(itrk2);
456  }
457  else if (found1 != found2) { //merge two vectors
458  trkidx[found1].insert(
459  trkidx[found1].end(), trkidx[found2].begin(), trkidx[found2].end());
460  trkidx.erase(trkidx.begin() + found2);
461  }
462  } //found match
463  } //itrk2
464  } //itrk1
465  for (size_t itrk = 0; itrk < trkpts.size(); ++itrk) {
466  bool found = false;
467  for (size_t i = 0; i < trkidx.size(); ++i) {
468  for (size_t j = 0; j < trkidx[i].size(); ++j) {
469  if (trkidx[i][j] == itrk) found = true;
470  }
471  }
472  if (!found) {
473  std::vector<unsigned int> tmp;
474  tmp.push_back(itrk);
475  trkidx.push_back(tmp);
476  }
477  }
478  } //stitch
479  else {
480  trkidx.resize(trkpts.size());
481  for (size_t i = 0; i < trkpts.size(); ++i) {
482  trkidx[i].push_back(i);
483  }
484  }
485 
486  //make recob::track and associations
487  for (size_t i = 0; i < trkidx.size(); ++i) {
488  //all track points
489  std::vector<trkPoint> finaltrkpts;
490  //all the clusters associated with the current track
491  std::vector<art::Ptr<recob::Cluster>> clustersPerTrack;
492  //all hits
493  std::vector<art::Ptr<recob::Hit>> hitlist;
494  for (size_t j = 0; j < trkidx[i].size(); ++j) {
495  for (size_t k = 0; k < trkpts[trkidx[i][j]].size(); ++k) {
496  finaltrkpts.push_back(trkpts[trkidx[i][j]][k]);
497  hitlist.push_back(trkpts[trkidx[i][j]][k].hit);
498  } //k
499  for (size_t iclu = 0; iclu < matchedclusters[trkidx[i][j]].size(); ++iclu) {
500  art::Ptr<recob::Cluster> cluster(clusterListHandle,
501  matchedclusters[trkidx[i][j]][iclu]);
502  clustersPerTrack.push_back(cluster);
503  }
504 
505  } //j
506  if (fStitchTracks) {
507  if (fSortDir == "+x") std::sort(finaltrkpts.begin(), finaltrkpts.end(), sp_sort_x0);
508  if (fSortDir == "-x") std::sort(finaltrkpts.begin(), finaltrkpts.end(), sp_sort_x1);
509  if (fSortDir == "+y") std::sort(finaltrkpts.begin(), finaltrkpts.end(), sp_sort_y0);
510  if (fSortDir == "-y") std::sort(finaltrkpts.begin(), finaltrkpts.end(), sp_sort_y1);
511  if (fSortDir == "+z") std::sort(finaltrkpts.begin(), finaltrkpts.end(), sp_sort_z0);
512  if (fSortDir == "-z") std::sort(finaltrkpts.begin(), finaltrkpts.end(), sp_sort_z1);
513  }
514  size_t spStart = spcol->size();
515  std::vector<recob::SpacePoint> spacepoints;
516  for (size_t ipt = 0; ipt < finaltrkpts.size(); ++ipt) {
518  sp_hits.push_back(finaltrkpts[ipt].hit);
519  double hitcoord[3];
520  hitcoord[0] = finaltrkpts[ipt].pos.X();
521  hitcoord[1] = finaltrkpts[ipt].pos.Y();
522  hitcoord[2] = finaltrkpts[ipt].pos.Z();
523  double err[6] = {util::kBogusD};
524  recob::SpacePoint mysp(hitcoord,
525  err,
527  spStart + spacepoints.size()); //3d point at end of track
528  spacepoints.push_back(mysp);
529  spcol->push_back(mysp);
530  util::CreateAssn(evt, *spcol, sp_hits, *shassn);
531  } // ipt
532  size_t spEnd = spcol->size();
533  if (spacepoints.size() > 0) {
534  // make a vector of the trajectory points along the track
535  std::vector<TVector3> xyz(spacepoints.size());
536  std::vector<TVector3> dircos(spacepoints.size());
537  for (size_t s = 0; s < spacepoints.size(); ++s) {
538  xyz[s] = TVector3(spacepoints[s].XYZ());
539  dircos[s] = finaltrkpts[s].dir;
540  //flip direction if needed.
541  if (spacepoints.size() > 1) {
542  if (s == 0) {
543  TVector3 xyz1 = TVector3(spacepoints[s + 1].XYZ());
544  TVector3 dir = xyz1 - xyz[s];
545  if (dir.Angle(dircos[s]) > 0.8 * TMath::Pi()) { dircos[s] = -dircos[s]; }
546  }
547  else {
548  TVector3 dir = xyz[s] - xyz[s - 1];
549  if (dir.Angle(dircos[s]) > 0.8 * TMath::Pi()) { dircos[s] = -dircos[s]; }
550  }
551  }
552  }
553  tcol->push_back(
556  recob::Track::Flags_t(xyz.size()),
557  false),
558  0,
559  -1.,
560  0,
563  tcol->size()));
564 
565  // make associations between the track and space points
566  util::CreateAssn(evt, *tcol, *spcol, *tspassn, spStart, spEnd);
567 
568  // now the track and clusters
569  util::CreateAssn(evt, *tcol, clustersPerTrack, *tcassn);
570 
571  // and the hits and track
572  std::vector<art::Ptr<recob::Hit>> trkhits;
573  for (size_t ihit = 0; ihit < hitlist.size(); ++ihit) {
574  trkhits.push_back(hitlist[ihit]);
575  }
576  util::CreateAssn(evt, *tcol, trkhits, *thassn);
577  }
578 
579  } //i
580  }
581  mf::LogVerbatim("Summary") << std::setfill('-') << std::setw(175) << "-" << std::setfill(' ');
582  mf::LogVerbatim("Summary") << "CosmicTracker Summary:";
583  for (unsigned int i = 0; i < tcol->size(); ++i)
584  mf::LogVerbatim("Summary") << tcol->at(i);
585  mf::LogVerbatim("Summary") << "CosmicTracker Summary End:";
586 
587  evt.put(std::move(tcol));
588  evt.put(std::move(spcol));
589  evt.put(std::move(tspassn));
590  evt.put(std::move(tcassn));
591  evt.put(std::move(thassn));
592  evt.put(std::move(shassn));
593 
594  return;
595  }
596 
598 
599 } // namespace
bool spt_sort_x1(const recob::SpacePoint h1, const recob::SpacePoint h2)
end
while True: pbar.update(maxval-len(onlies[E][S])) #print iS, "/", len(onlies[E][S]) found = False for...
bool sp_sort_x1(const trkPoint &tp1, const trkPoint &tp2)
MaybeLogger_< ELseverityLevel::ELsev_info, true > LogVerbatim
void cluster(In first, In last, Out result, Pred *pred)
Definition: NNClusters.h:41
bool sp_sort_y1(const trkPoint &tp1, const trkPoint &tp2)
std::string string
Definition: nybbler.cc:12
ROOT::Math::SMatrix< Double32_t, 5, 5, ROOT::Math::MatRepSym< Double32_t, 5 > > SMatrixSym55
Definition: TrackingTypes.h:85
std::vector< Vector_t > convertCollToVector(std::vector< Vector > const &coll)
Definition: TrackingTypes.h:58
geo::WireID WireID() const
Definition: Hit.h:233
TrackTrajectory::Flags_t Flags_t
Definition: Track.h:68
std::vector< TVector3 > trajPos
bool sp_sort_z1(const trkPoint &tp1, const trkPoint &tp2)
bool MatchTrack(const std::vector< trkPoint > &trkpts1, const std::vector< trkPoint > &trkpts2, double discut, double angcut)
art::Ptr< recob::Hit > hit
std::vector< TVector3 > trkDir
WireID_t Wire
Index of the wire within its plane.
Definition: geo_types.h:580
bool fTrajOnly
Only use trajectory points from TrackTrajectoryAlg for debugging.
string dir
trkf::CosmicTrackerAlg fCTAlg
bool fStitchTracks
Stitch tracks from different TPCs.
std::vector< std::vector< unsigned int > > MatchedClusters(const detinfo::DetectorClocksData &clockdata, const detinfo::DetectorPropertiesData &detProp, const std::vector< art::Ptr< recob::Cluster >> &clusterlist, const art::FindManyP< recob::Hit > &fm) const
art framework interface to geometry description
double fAngCut
Angle cut for track merging.
bool sp_sort_z0(const trkPoint &tp1, const trkPoint &tp2)
bool sp_sort_y0(const trkPoint &tp1, const trkPoint &tp2)
bool sp_sort_x0(const trkPoint &tp1, const trkPoint &tp2)
#define a2
bool AnglesConsistent(const TVector3 &p1, const TVector3 &p2, const TVector3 &a1, const TVector3 &a2, double angcut)
bool getByLabel(std::string const &label, std::string const &instance, Handle< PROD > &result) const
Definition: DataViewImpl.h:633
bool SortByWire(art::Ptr< recob::Hit > const &h1, art::Ptr< recob::Hit > const &h2)
#define DEFINE_ART_MODULE(klass)
Definition: ModuleMacros.h:67
IDparameter< geo::WireID > WireID
Member type of validated geo::WireID parameter.
void push_back(Ptr< U > const &p)
Definition: PtrVector.h:435
A trajectory in space reconstructed from hits.
def move(depos, offset)
Definition: depos.py:107
bool spt_sort_y0(const recob::SpacePoint h1, const recob::SpacePoint h2)
bool spt_sort_z1(const recob::SpacePoint h1, const recob::SpacePoint h2)
void produce(art::Event &evt)
ProductID put(std::unique_ptr< PROD > &&edp, std::string const &instance={})
Definition: DataViewImpl.h:686
bool CreateAssn(PRODUCER const &prod, art::Event &evt, std::vector< T > const &a, art::Ptr< U > const &b, art::Assns< U, T > &assn, std::string a_instance, size_t indx=UINT_MAX)
Creates a single one-to-one association.
std::vector< Point_t > convertCollToPoint(std::vector< Point > const &coll)
Definition: TrackingTypes.h:55
string tmp
Definition: languages.py:63
cluster::ClusterMatchTQ fClusterMatch
void err(const char *fmt,...)
Definition: message.cpp:226
double fDisCut
Distance cut for track merging.
Detector simulation of raw signals on wires.
Q_EXPORT QTSManip setw(int w)
Definition: qtextstream.h:331
std::vector< TVector3 > trkPos
Declaration of signal hit object.
std::string fClusterModuleLabel
label for input cluster collection
bool spt_sort_z0(const recob::SpacePoint h1, const recob::SpacePoint h2)
void SPTReco(detinfo::DetectorClocksData const &clockData, detinfo::DetectorPropertiesData const &detProp, std::vector< art::Ptr< recob::Hit >> &fHits)
bool spt_sort_x0(const recob::SpacePoint h1, const recob::SpacePoint h2)
Provides recob::Track data product.
bool spt_sort_y1(const recob::SpacePoint h1, const recob::SpacePoint h2)
const Double32_t * XYZ() const
Definition: SpacePoint.h:76
static constexpr double fm
Definition: Units.h:75
decltype(auto) constexpr begin(T &&obj)
ADL-aware version of std::begin.
Definition: StdUtils.h:72
constexpr double kBogusD
obviously bogus double value
TCEvent evt
Definition: DataStructs.cxx:7
void fill_ptr_vector(std::vector< Ptr< T >> &ptrs, H const &h)
Definition: Ptr.h:297
std::string fSortDir
sort space points
Q_EXPORT QTSManip setfill(int f)
Definition: qtextstream.h:337
static QCString * s
Definition: config.cpp:1042
Track from a non-cascading particle.A recob::Track consists of a recob::TrackTrajectory, plus additional members relevant for a "fitted" track:
Definition: Track.h:49
QTextStream & endl(QTextStream &s)
#define a1
std::vector< std::vector< art::Ptr< recob::Hit > > > trajHit