CkfTrackCandidateMakerBase.cc

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#include "DataFormats/Common/interface/Handle.h"
#include "FWCore/Framework/interface/ESHandle.h"
#include "FWCore/Framework/interface/EventSetup.h"
#include "FWCore/MessageLogger/interface/MessageLogger.h"
#include "FWCore/Utilities/interface/isFinite.h"
#include <FWCore/Utilities/interface/ESInputTag.h>

#include "DataFormats/Common/interface/OwnVector.h"
#include "DataFormats/TrackCandidate/interface/TrackCandidateCollection.h"
#include "DataFormats/Common/interface/View.h"
#include "DataFormats/TrackReco/interface/SeedStopInfo.h"

#include "Geometry/TrackerGeometryBuilder/interface/TrackerGeometry.h"

#include "TrackingTools/PatternTools/interface/Trajectory.h"
#include "TrackingTools/TrajectoryCleaning/interface/TrajectoryCleanerBySharedHits.h"
#include "TrackingTools/Records/interface/TrackingComponentsRecord.h"
#include "TrackingTools/TrajectoryState/interface/TrajectoryStateTransform.h"

#include "RecoTracker/CkfPattern/interface/CkfTrackCandidateMakerBase.h"
#include "RecoTracker/CkfPattern/interface/TransientInitialStateEstimator.h"
#include "RecoTracker/Record/interface/TrackerRecoGeometryRecord.h"
#include "RecoTracker/Record/interface/CkfComponentsRecord.h"
#include "RecoTracker/CkfPattern/interface/BaseCkfTrajectoryBuilderFactory.h"


#include "RecoTracker/CkfPattern/interface/CachingSeedCleanerBySharedInput.h"

#include "RecoTracker/MeasurementDet/interface/MeasurementTrackerEvent.h"

#include "RecoTracker/Record/interface/NavigationSchoolRecord.h"
#include "TrackingTools/DetLayers/interface/NavigationSchool.h"

#include "RecoTracker/TransientTrackingRecHit/interface/Traj2TrackHits.h"

#include<algorithm>
#include<functional>

// #define VI_SORTSEED
// #define VI_REPRODUCIBLE
// #define VI_TBB

#include <thread>
#ifdef VI_TBB
#include "tbb/parallel_for.h"
#endif

#include "RecoTracker/CkfPattern/interface/PrintoutHelper.h"

using namespace edm;
using namespace std;

namespace {
  std::unique_ptr<BaseCkfTrajectoryBuilder> createBaseCkfTrajectoryBuilder(const edm::ParameterSet& pset, edm::ConsumesCollector& iC) {
    return std::unique_ptr<BaseCkfTrajectoryBuilder>{BaseCkfTrajectoryBuilderFactory::get()->create(pset.getParameter<std::string>("ComponentType"), pset, iC)};
  }
}

namespace cms{
  CkfTrackCandidateMakerBase::CkfTrackCandidateMakerBase(edm::ParameterSet const& conf, edm::ConsumesCollector && iC) :
    theTrackCandidateOutput(true),
    theTrajectoryOutput(false),
    useSplitting(conf.getParameter<bool>("useHitsSplitting")),
    doSeedingRegionRebuilding(conf.getParameter<bool>("doSeedingRegionRebuilding")),
    cleanTrajectoryAfterInOut(conf.getParameter<bool>("cleanTrajectoryAfterInOut")),
    reverseTrajectories(conf.existsAs<bool>("reverseTrajectories") && conf.getParameter<bool>("reverseTrajectories")),
    theMaxNSeeds(conf.getParameter<unsigned int>("maxNSeeds")),
    theTrajectoryBuilder(createBaseCkfTrajectoryBuilder(conf.getParameter<edm::ParameterSet>("TrajectoryBuilderPSet"), iC)),
    theTrajectoryCleanerName(conf.getParameter<std::string>("TrajectoryCleaner")),
    theTrajectoryCleaner(nullptr),
    theInitialState(std::make_unique<TransientInitialStateEstimator>(conf.getParameter<ParameterSet>("TransientInitialStateEstimatorParameters"))),
    theMagFieldName(conf.exists("SimpleMagneticField") ? conf.getParameter<std::string>("SimpleMagneticField") : ""),
    theNavigationSchoolName(conf.getParameter<std::string>("NavigationSchool")),
    theNavigationSchool(nullptr),
    maxSeedsBeforeCleaning_(0),
    theMTELabel(iC.consumes<MeasurementTrackerEvent>(conf.getParameter<edm::InputTag>("MeasurementTrackerEvent"))),
    skipClusters_(false),
    phase2skipClusters_(false)
  {
      theSeedLabel= iC.consumes<edm::View<TrajectorySeed> >(conf.getParameter<edm::InputTag>("src"));
#ifndef VI_REPRODUCIBLE
      if ( conf.exists("maxSeedsBeforeCleaning") )
       maxSeedsBeforeCleaning_=conf.getParameter<unsigned int>("maxSeedsBeforeCleaning");
#endif
      if (conf.existsAs<edm::InputTag>("clustersToSkip")) {
        skipClusters_ = true;
        maskPixels_ = iC.consumes<PixelClusterMask>(conf.getParameter<edm::InputTag>("clustersToSkip"));
        maskStrips_ = iC.consumes<StripClusterMask>(conf.getParameter<edm::InputTag>("clustersToSkip"));
      }
      //FIXME:: just temporary solution for phase2!
      if (conf.existsAs<edm::InputTag>("phase2clustersToSkip")) {
        phase2skipClusters_ = true;
        maskPixels_ = iC.consumes<PixelClusterMask>(conf.getParameter<edm::InputTag>("phase2clustersToSkip"));
        maskPhase2OTs_ = iC.consumes<Phase2OTClusterMask>(conf.getParameter<edm::InputTag>("phase2clustersToSkip"));
      }
#ifndef VI_REPRODUCIBLE
    std::string cleaner = conf.getParameter<std::string>("RedundantSeedCleaner");
    if (cleaner == "CachingSeedCleanerBySharedInput") {
      int numHitsForSeedCleaner = conf.existsAs<int>("numHitsForSeedCleaner") ?
    conf.getParameter<int>("numHitsForSeedCleaner") : 4;
      int onlyPixelHits = conf.existsAs<bool>("onlyPixelHitsForSeedCleaner") ?
    conf.getParameter<bool>("onlyPixelHitsForSeedCleaner") : false;
      theSeedCleaner = std::make_unique<CachingSeedCleanerBySharedInput>(numHitsForSeedCleaner,onlyPixelHits);
    } else if (cleaner != "none") {
        throw cms::Exception("RedundantSeedCleaner not found, please use CachingSeedCleanerBySharedInput ro none", cleaner);
    }
#endif

#ifdef VI_REPRODUCIBLE
   std::cout << "CkfTrackCandidateMaker in reproducible setting" << std::endl;
   assert(nullptr==theSeedCleaner);
   assert(0>=maxSeedsBeforeCleaning_);
#endif

  }


  // Virtual destructor needed.
  CkfTrackCandidateMakerBase::~CkfTrackCandidateMakerBase() noexcept(false) {}

  void CkfTrackCandidateMakerBase::beginRunBase (edm::Run const & r, EventSetup const & es)
  {
    /* no op*/
  }

  void CkfTrackCandidateMakerBase::setEventSetup( const edm::EventSetup& es ) {

    //services
    es.get<TrackerRecoGeometryRecord>().get( theGeomSearchTracker );
    es.get<IdealMagneticFieldRecord>().get(theMagFieldName, theMagField );
    //    edm::ESInputTag mfESInputTag(mfName);
    //    es.get<IdealMagneticFieldRecord>().get(mfESInputTag,theMagField );

    edm::ESHandle<TrajectoryCleaner> trajectoryCleanerH;
    es.get<TrajectoryCleaner::Record>().get(theTrajectoryCleanerName, trajectoryCleanerH);
    theTrajectoryCleaner= trajectoryCleanerH.product();

    edm::ESHandle<NavigationSchool> navigationSchoolH;
    es.get<NavigationSchoolRecord>().get(theNavigationSchoolName, navigationSchoolH);
    theNavigationSchool = navigationSchoolH.product();
    theTrajectoryBuilder->setNavigationSchool(theNavigationSchool);
  }

  // Functions that gets called by framework every event
  void CkfTrackCandidateMakerBase::produceBase(edm::Event& e, const edm::EventSetup& es)
  {
    // getting objects from the EventSetup
    setEventSetup( es );

    // set the correct navigation
    // NavigationSetter setter( *theNavigationSchool);

    // propagator
    edm::ESHandle<Propagator> thePropagator;
    es.get<TrackingComponentsRecord>().get("AnyDirectionAnalyticalPropagator",
                       thePropagator);

    // method for Debugging
    printHitsDebugger(e);

    // Step A: set Event for the TrajectoryBuilder
    edm::Handle<MeasurementTrackerEvent> data;
    e.getByToken(theMTELabel, data);

    std::unique_ptr<MeasurementTrackerEvent> dataWithMasks;
    if (skipClusters_) {
        edm::Handle<PixelClusterMask> pixelMask;
        e.getByToken(maskPixels_, pixelMask);
        edm::Handle<StripClusterMask> stripMask;
        e.getByToken(maskStrips_, stripMask);
        dataWithMasks = std::make_unique<MeasurementTrackerEvent>(*data, *stripMask, *pixelMask);
        //std::cout << "Trajectory builder " << conf_.getParameter<std::string>("@module_label") << " created with masks " << std::endl;
        theTrajectoryBuilder->setEvent(e, es, &*dataWithMasks);
    } else if (phase2skipClusters_) {
        //FIXME:just temporary solution for phase2!
        edm::Handle<PixelClusterMask> pixelMask;
        e.getByToken(maskPixels_, pixelMask);
        edm::Handle<Phase2OTClusterMask> phase2OTMask;
        e.getByToken(maskPhase2OTs_, phase2OTMask);
        dataWithMasks = std::make_unique<MeasurementTrackerEvent>(*data, *pixelMask, *phase2OTMask);
        //std::cout << "Trajectory builder " << conf_.getParameter<std::string>("@module_label") << " created with phase2 masks " << std::endl;
        theTrajectoryBuilder->setEvent(e, es, &*dataWithMasks);
    } else {
        //std::cout << "Trajectory builder " << conf_.getParameter<std::string>("@module_label") << " created without masks " << std::endl;
        theTrajectoryBuilder->setEvent(e, es, &*data);
    }
    // TISE ES must be set here due to dependence on theTrajectoryBuilder
    theInitialState->setEventSetup( es, static_cast<TkTransientTrackingRecHitBuilder const *>(theTrajectoryBuilder->hitBuilder())->cloner() );

    // Step B: Retrieve seeds

    edm::Handle<View<TrajectorySeed> > collseed;
    e.getByToken(theSeedLabel, collseed);

    // Step C: Create empty output collection
    auto output = std::make_unique<TrackCandidateCollection>();
    auto outputT = std::make_unique<std::vector<Trajectory>>();
    auto outputSeedStopInfos = std::make_unique<std::vector<SeedStopInfo> >(collseed->size());

    if ( (*collseed).size()>theMaxNSeeds ) {
      LogError("TooManySeeds")<<"Exceeded maximum numeber of seeds! theMaxNSeeds="<<theMaxNSeeds<<" nSeed="<<(*collseed).size();
      if (theTrackCandidateOutput){e.put(std::move(output));}
      if (theTrajectoryOutput){e.put(std::move(outputT));}
      e.put(std::move(outputSeedStopInfos));
      return;
    }

    // Step D: Invoke the building algorithm
    if (!(*collseed).empty()){

      unsigned int lastCleanResult=0;
      std::vector<Trajectory> rawResult;
      rawResult.reserve(collseed->size() * 4);

      if (theSeedCleaner) theSeedCleaner->init( &rawResult );

      // method for debugging
      countSeedsDebugger();

      // the mutex
      std::mutex theMutex;
      using Lock = std::unique_lock<std::mutex>;

      // Loop over seeds
      size_t collseed_size = collseed->size();

      unsigned int indeces[collseed_size]; for (auto i=0U; i< collseed_size; ++i) indeces[i]=i;




#ifdef VI_SORTSEED
      // std::random_shuffle(indeces,indeces+collseed_size);

       // here only for reference: does not seems to help

      auto const & seeds = *collseed;


      float val[collseed_size];
      for (auto i=0U; i< collseed_size; ++i)
        {  val[i] =  seeds[i].startingState().pt();};
      //  { val[i] =  std::abs((*seeds[i].recHits().first).surface()->eta());}

      /*
      unsigned long long val[collseed_size];
      for (auto i=0U; i< collseed_size; ++i) {
        if (seeds[i].nHits()<2) { val[i]=0; continue;}
        auto h = seeds[i].recHits().first;
        auto const & hit = static_cast<BaseTrackerRecHit const&>(*h);
        val[i] = hit.firstClusterRef().key();
        if (++h != seeds[i].recHits().second) {
          auto  const & hit = static_cast<BaseTrackerRecHit const&>(*h);
          val[i] |= (unsigned long long)(hit.firstClusterRef().key())<<32;
        }
      }
      */
      std::sort(indeces,indeces+collseed_size, [&](unsigned int i, unsigned int j){return val[i]<val[j];});


      // std::cout << spt(indeces[0]) << ' ' << spt(indeces[collseed_size-1]) << std::endl;
#endif

      std::atomic<unsigned int> ntseed(0);
      auto theLoop = [&](size_t ii) {
        auto j = indeces[ii];

        ntseed++;

        // to be moved inside a par section (how with tbb??)
        std::vector<Trajectory> theTmpTrajectories;


    LogDebug("CkfPattern") << "======== Begin to look for trajectories from seed " << j << " ========\n";

        { Lock lock(theMutex);
    // Check if seed hits already used by another track
    if (theSeedCleaner && !theSeedCleaner->good( &((*collseed)[j])) ) {
          LogDebug("CkfTrackCandidateMakerBase")<<" Seed cleaning kills seed "<<j;
          (*outputSeedStopInfos)[j].setStopReason(SeedStopReason::SEED_CLEANING);
          return;  // from the lambda!
        }}


    // Build trajectory from seed outwards
        theTmpTrajectories.clear();
        unsigned int nCandPerSeed = 0;
        auto const & startTraj = theTrajectoryBuilder->buildTrajectories( (*collseed)[j], theTmpTrajectories, nCandPerSeed, nullptr );
        {
          Lock lock(theMutex);
          (*outputSeedStopInfos)[j].setCandidatesPerSeed(nCandPerSeed);
          if(theTmpTrajectories.empty()) {
            (*outputSeedStopInfos)[j].setStopReason(SeedStopReason::NO_TRAJECTORY);
            return; // from the lambda!
          }
        }

    LogDebug("CkfPattern") << "======== In-out trajectory building found " << theTmpTrajectories.size()
                        << " trajectories from seed " << j << " ========\n"
                   <<PrintoutHelper::dumpCandidates(theTmpTrajectories);

        if (cleanTrajectoryAfterInOut) {

      // Select the best trajectory from this seed (declare others invalid)
      theTrajectoryCleaner->clean(theTmpTrajectories);

      LogDebug("CkfPattern") << "======== In-out trajectory cleaning gave the following " << theTmpTrajectories.size()
                                      << " valid trajectories from seed "
                                 << j << " ========\n"
                 << PrintoutHelper::dumpCandidates(theTmpTrajectories);
        }

    // Optionally continue building trajectory back through
    // seed and if possible further inwards.

    if (doSeedingRegionRebuilding) {
      theTrajectoryBuilder->rebuildTrajectories(startTraj,(*collseed)[j],theTmpTrajectories);

      LogDebug("CkfPattern") << "======== Out-in trajectory building found " << theTmpTrajectories.size()
                          << " valid/invalid trajectories from seed " << j << " ========\n"
                 <<PrintoutHelper::dumpCandidates(theTmpTrajectories);
          if(theTmpTrajectories.empty()) {
            Lock lock(theMutex);
            (*outputSeedStopInfos)[j].setStopReason(SeedStopReason::SEED_REGION_REBUILD);
            return;
          }
        }


        // Select the best trajectory from this seed (after seed region rebuilding, can be more than one)
    theTrajectoryCleaner->clean(theTmpTrajectories);

        LogDebug("CkfPattern") << "======== Trajectory cleaning gave the following " << theTmpTrajectories.size() << " valid trajectories from seed "
                               << j << " ========\n"
                   <<PrintoutHelper::dumpCandidates(theTmpTrajectories);

        { Lock lock(theMutex);
    for(vector<Trajectory>::iterator it=theTmpTrajectories.begin();
        it!=theTmpTrajectories.end(); it++){
      if( it->isValid() ) {
        it->setSeedRef(collseed->refAt(j));
            (*outputSeedStopInfos)[j].setStopReason(SeedStopReason::NOT_STOPPED);
        // Store trajectory
        rawResult.push_back(std::move(*it));
        // Tell seed cleaner which hits this trajectory used.
            //TO BE FIXED: this cut should be configurable via cfi file
            if (theSeedCleaner && rawResult.back().foundHits()>3) theSeedCleaner->add( &rawResult.back() );
            //if (theSeedCleaner ) theSeedCleaner->add( & (*it) );
      }
    }}

        theTmpTrajectories.clear();

    LogDebug("CkfPattern") << "rawResult trajectories found so far = " << rawResult.size();

        { Lock lock(theMutex);
    if ( maxSeedsBeforeCleaning_ >0 && rawResult.size() > maxSeedsBeforeCleaning_+lastCleanResult) {
          theTrajectoryCleaner->clean(rawResult);
          rawResult.erase(std::remove_if(rawResult.begin()+lastCleanResult,rawResult.end(),
                                         std::not_fn(&Trajectory::isValid)),
                          rawResult.end());
          lastCleanResult=rawResult.size();
        }
        }

      };
      // end of loop over seeds


#ifdef VI_TBB
     tbb::parallel_for(0UL,collseed_size,1UL,theLoop);
#else
#ifdef VI_OMP
#pragma omp parallel for schedule(dynamic,4)
#endif
      for (size_t j = 0; j < collseed_size; j++){
       theLoop(j);
      }
#endif
      assert(ntseed==collseed_size);
      if (theSeedCleaner) theSeedCleaner->done();

      // std::cout << "VICkfPattern " << "rawResult trajectories found = " << rawResult.size() << " in " << ntseed << " seeds " << collseed_size << std::endl;

#ifdef VI_REPRODUCIBLE
      // sort trajectory
     std::sort(rawResult.begin(), rawResult.end(),[](const Trajectory & a, const Trajectory & b)
               { return a.seedRef().key() < b.seedRef().key();});
             //{ return a.chiSquared()*b.ndof() < b.chiSquared()*a.ndof();});
#endif

      // Step E: Clean the results to avoid duplicate tracks
      // Rejected ones just flagged as invalid.
      theTrajectoryCleaner->clean(rawResult);

      LogDebug("CkfPattern") << "======== Final cleaning of entire event found " << rawResult.size()
                             << " valid/invalid trajectories ======="<<endl
                 <<PrintoutHelper::dumpCandidates(rawResult);

      LogDebug("CkfPattern") << "removing invalid trajectories.";

      // Assuming here that theLoop() gives at most one Trajectory per seed
      for(const auto& traj: rawResult) {
        if(!traj.isValid()) {
          const auto seedIndex = traj.seedRef().key();
          if((*outputSeedStopInfos)[seedIndex].stopReason() == SeedStopReason::NOT_STOPPED) {
            (*outputSeedStopInfos)[seedIndex].setStopReason(SeedStopReason::FINAL_CLEAN);
          }
        }
      }

      vector<Trajectory> & unsmoothedResult(rawResult);
      unsmoothedResult.erase(std::remove_if(unsmoothedResult.begin(),unsmoothedResult.end(),
                                            std::not_fn(&Trajectory::isValid)),
                             unsmoothedResult.end());
      unsmoothedResult.shrink_to_fit();
      // If requested, reverse the trajectories creating a new 1-hit seed on the last measurement of the track
      if (reverseTrajectories) {
        for (auto it = unsmoothedResult.begin(), ed = unsmoothedResult.end(); it != ed; ++it) {
          // reverse the trajectory only if it has valid hit on the last measurement (should happen)
          if (it->lastMeasurement().updatedState().isValid() &&
              it->lastMeasurement().recHit().get() != nullptr     &&
              it->lastMeasurement().recHit()->isValid()) {
            // I can't use reverse in place, because I want to change the seed
            // 1) reverse propagation direction
            PropagationDirection direction = it->direction();
            if (direction == alongMomentum)           direction = oppositeToMomentum;
            else if (direction == oppositeToMomentum) direction = alongMomentum;
            // 2) make a seed
            TrajectoryStateOnSurface const & initState = it->lastMeasurement().updatedState();
            auto                    initId = it->lastMeasurement().recHitR().rawId();
            PTrajectoryStateOnDet && state = trajectoryStateTransform::persistentState( initState, initId);
            TrajectorySeed::recHitContainer hits;
            hits.push_back(it->lastMeasurement().recHit()->hit()->clone());
            boost::shared_ptr<const TrajectorySeed> seed(new TrajectorySeed(state, std::move(hits), direction));
            // 3) make a trajectory
            Trajectory trajectory(seed, direction);
        trajectory.setNLoops(it->nLoops());
            trajectory.setSeedRef(it->seedRef());
            trajectory.setStopReason(it->stopReason());
            // 4) push states in reversed order
            Trajectory::DataContainer &meas = it->measurements();
            trajectory.reserve(meas.size());
            for (auto itmeas = meas.rbegin(), endmeas = meas.rend(); itmeas != endmeas; ++itmeas) {
              trajectory.push(std::move(*itmeas));
            }
            // replace
            (*it)= std::move(trajectory);
          } else {
            edm::LogWarning("CkfPattern_InvalidLastMeasurement") << "Last measurement of the trajectory is invalid, cannot reverse it";
          }
        }
      }


      int viTotHits=0;

      if (theTrackCandidateOutput){
    // Step F: Convert to TrackCandidates
       output->reserve(unsmoothedResult.size());
       Traj2TrackHits t2t(theTrajectoryBuilder->hitBuilder(),true);

       for (vector<Trajectory>::const_iterator it = unsmoothedResult.begin();
        it != unsmoothedResult.end(); ++it) {

     LogDebug("CkfPattern") << "copying "<<(useSplitting?"splitted":"un-splitted")<<" hits from trajectory";
     edm::OwnVector<TrackingRecHit> recHits;
         if(it->direction() != alongMomentum) LogDebug("CkfPattern") << "not along momentum... " << std::endl;
         t2t(*it,recHits,useSplitting);

         viTotHits+=recHits.size();


         LogDebug("CkfPattern") << "getting initial state.";
         Trajectory trialTrajectory = (*it);
         std::pair<TrajectoryStateOnSurface, const GeomDet*> initState;
         bool failed = false;

         do {
           // Drop last hit if previous backFitter was not successful
           if(failed) {
             LogDebug("CkfPattern") << "removing last hit";
             trialTrajectory.pop();
             LogDebug("CkfPattern") << "hits remaining " << trialTrajectory.foundHits();
           }

           // Get inner state
           const bool doBackFit = (!doSeedingRegionRebuilding) & (!reverseTrajectories);
           initState = theInitialState->innerState(trialTrajectory, doBackFit);

           // Check if that was successful
           failed =  (!initState.first.isValid()) || initState.second == nullptr || edm::isNotFinite(initState.first.globalPosition().x());
         } while(failed && trialTrajectory.foundHits() > 3);

         if(failed) {
           const auto seedIndex = it->seedRef().key();
           (*outputSeedStopInfos)[seedIndex].setStopReason(SeedStopReason::SMOOTHING_FAILED);
           continue;
         }



     PTrajectoryStateOnDet state;
     if(useSplitting && (initState.second != recHits.front().det()) && recHits.front().det() ){
       LogDebug("CkfPattern") << "propagating to hit front in case of splitting.";
       TrajectoryStateOnSurface && propagated = thePropagator->propagate(initState.first,recHits.front().det()->surface());
       if (!propagated.isValid()) continue;
       state = trajectoryStateTransform::persistentState(propagated,
                                      recHits.front().rawId());
     }
     else state = trajectoryStateTransform::persistentState( initState.first,
                                     initState.second->geographicalId().rawId());
     LogDebug("CkfPattern") << "pushing a TrackCandidate.";
     output->emplace_back(recHits,it->seed(),state,it->seedRef(),it->nLoops(), (uint8_t)it->stopReason());
       }
      }//output trackcandidates

      edm::ESHandle<TrackerGeometry> tracker;
      es.get<TrackerDigiGeometryRecord>().get(tracker);
      LogTrace("CkfPattern|TrackingRegressionTest") << "========== CkfTrackCandidateMaker Info =========="
                            << "number of Seed: " << collseed->size()<<'\n'
                                <<PrintoutHelper::regressionTest(*tracker,unsmoothedResult);

      assert(viTotHits>=0); // just to use it...
      // std::cout << "VICkfPattern result " << output->size() << " " << viTotHits << std::endl;

      if (theTrajectoryOutput){ outputT->swap(unsmoothedResult);}

    }// end of ((*collseed).size()>0)

    // method for debugging
    deleteAssocDebugger();

    // Step G: write output to file
    if (theTrackCandidateOutput){e.put(std::move(output));}
    if (theTrajectoryOutput){e.put(std::move(outputT));}
    e.put(std::move(outputSeedStopInfos));
  }

}