vertex::VertexMatch Class Reference

Inheritance diagram for vertex::VertexMatch:

Public Types
using	ModuleType = EDProducer
using	WorkerType = WorkerT< EDProducer >
template<typename UserConfig , typename KeysToIgnore = void>
using	Table = ProducerBase::Table< UserConfig, KeysToIgnore >

Public Member Functions
	VertexMatch (fhicl::ParameterSet const &pset)
virtual	~VertexMatch ()
void	produce (art::Event &evt)
template<typename PROD , BranchType B = InEvent>
ProductID	getProductID (std::string const &instanceName={}) const
template<typename PROD , BranchType B>
ProductID	getProductID (ModuleDescription const &moduleDescription, std::string const &instanceName) const
bool	modifiesEvent () const
template<typename T , BranchType = InEvent>
ProductToken< T >	consumes (InputTag const &)
template<typename T , art::BranchType BT>
art::ProductToken< T >	consumes (InputTag const &it)
template<typename T , BranchType = InEvent>
void	consumesMany ()
template<typename Element , BranchType = InEvent>
ViewToken< Element >	consumesView (InputTag const &)
template<typename T , art::BranchType BT>
art::ViewToken< T >	consumesView (InputTag const &it)
template<typename T , BranchType = InEvent>
ProductToken< T >	mayConsume (InputTag const &)
template<typename T , art::BranchType BT>
art::ProductToken< T >	mayConsume (InputTag const &it)
template<typename T , BranchType = InEvent>
void	mayConsumeMany ()
template<typename Element , BranchType = InEvent>
ViewToken< Element >	mayConsumeView (InputTag const &)
template<typename T , art::BranchType BT>
art::ViewToken< T >	mayConsumeView (InputTag const &it)
base_engine_t &	createEngine (seed_t seed)
base_engine_t &	createEngine (seed_t seed, std::string const &kind_of_engine_to_make)
base_engine_t &	createEngine (seed_t seed, std::string const &kind_of_engine_to_make, label_t const &engine_label)
seed_t	get_seed_value (fhicl::ParameterSet const &pset, char const key[]="seed", seed_t const implicit_seed=-1)

Static Public Member Functions
static cet::exempt_ptr< Consumer >	non_module_context ()

Protected Member Functions
CurrentProcessingContext const *	currentContext () const
void	validateConsumedProduct (BranchType const bt, ProductInfo const &pi)
void	prepareForJob (fhicl::ParameterSet const &pset)
void	showMissingConsumes () const

Private Attributes
std::string	fVertexModuleLabel
std::string	fHoughModuleLabel
double	fMaxDistance

Detailed Description

Definition at line 59 of file VertexMatch_module.cc.

Member Typedef Documentation

using art::EDProducer::ModuleType = EDProducer

inherited

Definition at line 34 of file EDProducer.h.

template<typename UserConfig , typename KeysToIgnore = void>

using art::EDProducer::Table = ProducerBase::Table<UserConfig, KeysToIgnore>

inherited

Definition at line 43 of file EDProducer.h.

using art::EDProducer::WorkerType = WorkerT<EDProducer>

inherited

Definition at line 35 of file EDProducer.h.

Constructor & Destructor Documentation

vertex::VertexMatch::VertexMatch ( fhicl::ParameterSet const &  pset )

explicit

Definition at line 79 of file VertexMatch_module.cc.

  : fVertexModuleLabel(pset.get< std::string >("VertexModuleLabel"))
  , fHoughModuleLabel (pset.get< std::string >("HoughModuleLabel"))
  , fMaxDistance      (pset.get< double      >("MaxDistance"))
{
  produces< std::vector<recob::EndPoint2D> >();
  produces< art::Assns<recob::EndPoint2D, recob::Hit> >();
}

vertex::VertexMatch::~VertexMatch ( )

virtual

Definition at line 89 of file VertexMatch_module.cc.

{
}

Member Function Documentation

template<typename T , BranchType = InEvent>

ProductToken<T> art::Consumer::consumes ( InputTag const &  )

inherited

template<typename T , art::BranchType BT>

art::ProductToken<T> art::Consumer::consumes ( InputTag const &  it )

inherited

Definition at line 147 of file Consumer.h.

References art::InputTag::instance(), art::InputTag::label(), and art::InputTag::process().

{
  if (!moduleContext_)
    return ProductToken<T>::invalid();

  consumables_[BT].emplace_back(ConsumableType::Product,
                                TypeID{typeid(T)},
                                it.label(),
                                it.instance(),
                                it.process());
  return ProductToken<T>{it};
}

template<typename T , art::BranchType BT>

void art::Consumer::consumesMany ( )

inherited

Definition at line 162 of file Consumer.h.

{
  if (!moduleContext_)
    return;

  consumables_[BT].emplace_back(ConsumableType::Many, TypeID{typeid(T)});
}

template<typename Element , BranchType = InEvent>

ViewToken<Element> art::Consumer::consumesView ( InputTag const &  )

inherited

template<typename T , art::BranchType BT>

art::ViewToken<T> art::Consumer::consumesView ( InputTag const &  it )

inherited

Definition at line 172 of file Consumer.h.

References art::InputTag::instance(), art::InputTag::label(), and art::InputTag::process().

{
  if (!moduleContext_)
    return ViewToken<T>::invalid();

  consumables_[BT].emplace_back(ConsumableType::ViewElement,
                                TypeID{typeid(T)},
                                it.label(),
                                it.instance(),
                                it.process());
  return ViewToken<T>{it};
}

EngineCreator::base_engine_t & EngineCreator::createEngine ( seed_t  seed )

inherited

Definition at line 26 of file EngineCreator.cc.

References art::EngineCreator::rng().

Referenced by evgen::CosmicsGen::CosmicsGen(), rndm::NuRandomService::createEngine(), cluster::fuzzyCluster::fuzzyCluster(), cluster::HoughLineFinder::HoughLineFinder(), art::MixFilter< T >::initEngine_(), larg4::LArG4::LArG4(), evgen::LightSource::LightSource(), evgen::NeutronOsc::NeutronOsc(), evgen::NucleonDecay::NucleonDecay(), opdet::OpMCDigi::OpMCDigi(), opdet::OptDetDigitizer::OptDetDigitizer(), phot::PhotonLibraryPropagation::PhotonLibraryPropagation(), detsim::SimDriftElectrons::SimDriftElectrons(), evgen::SingleGen::SingleGen(), evgen::SNNueAr40CCGen::SNNueAr40CCGen(), ToyOneShowerGen::ToyOneShowerGen(), and trkf::Track3DKalman::Track3DKalman().

{
  return rng()->createEngine(placeholder_schedule_id(), seed);
}

EngineCreator::base_engine_t & EngineCreator::createEngine ( seed_t  seed, std::string const &  kind_of_engine_to_make  )

inherited

Definition at line 32 of file EngineCreator.cc.

References art::EngineCreator::rng().

{
  return rng()->createEngine(
    placeholder_schedule_id(), seed, kind_of_engine_to_make);
}

EngineCreator::base_engine_t & EngineCreator::createEngine ( seed_t  seed, std::string const &  kind_of_engine_to_make, label_t const &  engine_label  )

inherited

Definition at line 40 of file EngineCreator.cc.

References art::EngineCreator::rng().

{
  return rng()->createEngine(
    placeholder_schedule_id(), seed, kind_of_engine_to_make, engine_label);
}

CurrentProcessingContext const * art::EDProducer::currentContext ( ) const

protectedinherited

Definition at line 120 of file EDProducer.cc.

References art::EDProducer::current_context_.

  {
    return current_context_.get();
  }

EngineCreator::seed_t EngineCreator::get_seed_value ( fhicl::ParameterSet const &  pset, char const  key[] = "seed", seed_t const  implicit_seed = -1  )

inherited

Definition at line 49 of file EngineCreator.cc.

References fhicl::ParameterSet::get().

Referenced by art::MixFilter< T >::initEngine_().

{
  auto const& explicit_seeds = pset.get<std::vector<int>>(key, {});
  return explicit_seeds.empty() ? implicit_seed : explicit_seeds.front();
}

template<typename PROD , BranchType B>

ProductID art::EDProducer::getProductID ( std::string const &  instanceName = {} ) const

inlineinherited

Definition at line 123 of file EDProducer.h.

References art::EDProducer::moduleDescription_.

  {
    return ProducerBase::getProductID<PROD, B>(moduleDescription_,
                                               instanceName);
  }

template<typename PROD , BranchType B>

ProductID art::ProducerBase::getProductID ( ModuleDescription const &  moduleDescription, std::string const &  instanceName  ) const

inherited

Definition at line 56 of file ProducerBase.h.

References B, and art::ModuleDescription::moduleLabel().

Referenced by art::ProducerBase::modifiesEvent().

  {
    auto const& pd =
      get_ProductDescription<PROD>(B, md.moduleLabel(), instanceName);
    return pd.productID();
  }

template<typename T , BranchType = InEvent>

ProductToken<T> art::Consumer::mayConsume ( InputTag const &  )

inherited

template<typename T , art::BranchType BT>

art::ProductToken<T> art::Consumer::mayConsume ( InputTag const &  it )

inherited

Definition at line 190 of file Consumer.h.

References art::InputTag::instance(), art::InputTag::label(), and art::InputTag::process().

{
  if (!moduleContext_)
    return ProductToken<T>::invalid();

  consumables_[BT].emplace_back(ConsumableType::Product,
                                TypeID{typeid(T)},
                                it.label(),
                                it.instance(),
                                it.process());
  return ProductToken<T>{it};
}

template<typename T , art::BranchType BT>

void art::Consumer::mayConsumeMany ( )

inherited

Definition at line 205 of file Consumer.h.

{
  if (!moduleContext_)
    return;

  consumables_[BT].emplace_back(ConsumableType::Many, TypeID{typeid(T)});
}

template<typename Element , BranchType = InEvent>

ViewToken<Element> art::Consumer::mayConsumeView ( InputTag const &  )

inherited

template<typename T , art::BranchType BT>

art::ViewToken<T> art::Consumer::mayConsumeView ( InputTag const &  it )

inherited

Definition at line 215 of file Consumer.h.

References art::InputTag::instance(), art::InputTag::label(), and art::InputTag::process().

{
  if (!moduleContext_)
    return ViewToken<T>::invalid();

  consumables_[BT].emplace_back(ConsumableType::ViewElement,
                                TypeID{typeid(T)},
                                it.label(),
                                it.instance(),
                                it.process());
  return ViewToken<T>{it};
}

bool art::ProducerBase::modifiesEvent ( ) const

inlineinherited

Definition at line 40 of file ProducerBase.h.

References art::ProducerBase::getProductID().

    {
      return true;
    }

cet::exempt_ptr< art::Consumer > art::Consumer::non_module_context ( )

staticinherited

Definition at line 76 of file Consumer.cc.

Referenced by art::RootOutput::beginSubRun(), art::OutputModule::doBeginRun(), art::OutputModule::doBeginSubRun(), art::OutputModule::doEndRun(), art::OutputModule::doEndSubRun(), art::ProducingService::doPostReadEvent(), art::ProducingService::doPostReadRun(), art::ProducingService::doPostReadSubRun(), art::OutputModule::doWriteEvent(), art::ProcessPackage< L >::postScheduleSignal(), art::BeginEndPackage< Level::Run >::Begin::postScheduleSignal(), art::BeginEndPackage< Level::Run >::End::postScheduleSignal(), art::BeginEndPackage< Level::SubRun >::Begin::postScheduleSignal(), art::BeginEndPackage< Level::SubRun >::End::postScheduleSignal(), art::ProcessPackage< L >::preScheduleSignal(), art::BeginEndPackage< Level::Run >::Begin::preScheduleSignal(), art::BeginEndPackage< Level::SubRun >::Begin::preScheduleSignal(), art::EventProcessor::readEvent(), art::EventProcessor::readRun(), art::EmptyEvent::readRun_(), art::EventProcessor::readSubRun(), and art::EmptyEvent::readSubRun_().

{
  static Consumer invalid{InvalidTag{}};
  return &invalid;
}

void art::Consumer::prepareForJob ( fhicl::ParameterSet const &  pset )

protectedinherited

Definition at line 89 of file Consumer.cc.

References fhicl::ParameterSet::get_if_present().

Referenced by art::EDProducer::doBeginJob(), art::EDFilter::doBeginJob(), and art::EDAnalyzer::doBeginJob().

{
  if (!moduleContext_)
    return;

  pset.get_if_present("errorOnMissingConsumes", requireConsumes_);
  for (auto& consumablesPerBranch : consumables_) {
    cet::sort_all(consumablesPerBranch);
  }
}

void vertex::VertexMatch::produce ( art::Event &  evt )

virtual

Implements art::EDProducer.

Definition at line 108 of file VertexMatch_module.cc.

References art::PtrVector< T >::begin(), art::PtrVector< T >::clear(), util::CreateAssn(), DEFINE_ART_MODULE, art::PtrVector< T >::end(), fHoughModuleLabel, fMaxDistance, fVertexModuleLabel, art::DataViewImpl::getByLabel(), geo::GeometryCore::IteratePlaneIDs(), n, geo::PlaneID::Plane, geo::WireID::planeID(), art::PtrVector< T >::push_back(), art::Event::put(), art::PtrVector< T >::size(), sort_pred(), sort_pred2(), and geo::GeometryCore::View().

{

  art::Handle< std::vector<recob::EndPoint2D> > vertexListHandle;
  evt.getByLabel(fVertexModuleLabel,vertexListHandle);
  
  art::Handle< std::vector<recob::Cluster> > houghListHandle;
  evt.getByLabel(fHoughModuleLabel,houghListHandle);
  
  std::unique_ptr<std::vector<recob::EndPoint2D> > mvertexcol(new std::vector<recob::EndPoint2D>);
  std::unique_ptr< art::Assns<recob::EndPoint2D, recob::Hit> > assn(new art::Assns<recob::EndPoint2D, recob::Hit>);
  
  art::ServiceHandle<geo::Geometry> geom;
  //hits associated with a vertex
  std::vector< art::Ptr<recob::Hit> > vHits;
  art::PtrVector<recob::Hit> vertexhit;
  
  std::vector<double> weakvertexstrength; //strength of weak vertices
  std::vector<double> strongvertexstrength; //strength of strong vertices
  //hits associated with a hough line
  std::vector< art::Ptr<recob::Hit> > hHits;
  art::PtrVector<recob::Hit> houghhit;

  //art::PtrVector< std::pair<recob::Hit,double> > matchedvertex;//vertices associated with a hough line
  
  std::vector< std::pair<art::Ptr<recob::Hit>, double> > matchedvertex;

  art::PtrVector<recob::Hit> strongvertex;
  std::vector< std::pair<art::Ptr<recob::Hit>, double> > strongestvertex; //the strongest strong vertex
  
  art::PtrVector<recob::EndPoint2D> vertIn;

  for(size_t ii = 0; ii < vertexListHandle->size(); ++ii){
    art::Ptr<recob::EndPoint2D> vertex(vertexListHandle, ii);
    vertIn.push_back(vertex);
  }

  art::FindManyP<recob::Hit> fmh(vertexListHandle, evt, fVertexModuleLabel);

  art::PtrVector<recob::Cluster> houghIn;
  for(size_t ii = 0; ii < houghListHandle->size(); ++ii){
    art::Ptr<recob::Cluster> cluster(houghListHandle, ii);
    houghIn.push_back(cluster);
  }

  art::FindManyP<recob::Hit> fmhh(houghListHandle, evt, fHoughModuleLabel);

  uint32_t channel = 0;
  uint32_t wire = 0;
  geo::PlaneID planeID(999,999,999);
  geo::WireID wireID;
  double slope,intercept,distance;
  double starttime, endtime;
  int startwire, endwire;
  double strength; //the strength of a strong vertex

  for(auto const& pid : geom->IteratePlaneIDs() ){
    //create the vector of vertex hits 
    art::PtrVector<recob::EndPoint2D>::const_iterator vertexIter = vertIn.begin();
    art::PtrVector<recob::Cluster>::const_iterator houghIter = houghIn.begin();
    for(size_t v = 0; v < vertIn.size(); ++v){
      // vHits = (*vertexIter)->Hits(p,-1);
      //      if(vHits.size() > 0){
      //         vertexhit.insert(vertexhit.end(),vHits.begin(),vHits.end());
      //         weakvertexstrength.push_back((*vertexIter)->Strength());
      //         }
      vHits = fmh.at(v);
      if(vHits.size() > 0){
        art::PtrVector<recob::Hit>::const_iterator vertexhitIter = vHits.begin();
        while (vertexhitIter != vHits.end()){
          vertexhit.push_back((*vertexhitIter));
          weakvertexstrength.push_back((*vertexIter)->Strength());
          vertexhitIter++;
        }       
      }
      
    }// end loop over vertIn 
    
    
    if(vHits.size() == 0)
      continue;
    
    vHits.clear();
    //loop over vector of hough lines and find the vertex hits that are associated with the hough line(s)
    houghIter = houghIn.begin();  
    size_t ctr = 0;
    while(houghIter!= houghIn.end()){ 
      houghhit.clear();
      hHits.clear();
      planeID.Plane = 999;
      distance = -1.;
      //create vector of hits associated with hough line
      hHits = fmhh.at(ctr);
      
      if(hHits.size() > 0){
        
        art::PtrVector<recob::Hit>::const_iterator hitIter = hHits.begin();
        while (hitIter!=hHits.end()){
          houghhit.push_back((*hitIter));
          hitIter++;
        }  
      }
      if(houghhit.size()){
        wire  = houghhit[0]->WireID().Wire;
        wireID = houghhit[0]->WireID(); //for update to EndPoint2D ... WK 4/22/13
        planeID = wireID.planeID();
      }
      if(pid == planeID){
        slope = std::atan((*houghIter)->StartAngle());
        intercept=(*houghIter)->StartTick() - slope*(*houghIter)->StartWire();
        for(unsigned int i=0;i < vertexhit.size(); i++){  
          
          distance=-1;
          wire  = vertexhit[i]->WireID().Wire;
          wireID = vertexhit[i]->WireID(); //for update to EndPoint2D ... WK 4/22/13
          
          starttime=(*houghIter)->StartTick();
          endtime=(*houghIter)->EndTick();
          startwire=(*houghIter)->StartWire();
          endwire=(*houghIter)->EndWire();
          
          //require the vertices found with HarrisVertexFinder to match up with the endpoints 
          //(within a window) of a Hough line. A strong vertex matches up with at least two Hough lines. 
          if(((std::abs((int)(wire-startwire))<fMaxDistance*.0743)
              ||(std::abs((int)(wire-endwire))<fMaxDistance*.0743)
              )
             &&((std::abs(vertexhit[i]->PeakTime()-starttime)<fMaxDistance)
                ||(std::abs(vertexhit[i]->PeakTime()-endtime)<fMaxDistance)
                ))                        
            distance=(std::abs(vertexhit[i]->PeakTime()-slope*(double)wire-intercept)/(std::sqrt(pow(.0743*slope,2)+1))); 
          
          if(distance<(fMaxDistance+vertexhit[i]->RMS())&&distance>-1)
            matchedvertex.emplace_back(vertexhit[i], 
                                                                           weakvertexstrength[i]*std::sqrt(std::pow(std::abs(endwire-startwire)*.0743,2)
                                                                                                           +std::pow(std::abs(endtime-starttime),2)));
          //ala strongestvertex.push_back(std::pair<art::PtrVector<recob::Hit>,double>(matchedvertex[i].first,strength));
        }
      }
      
      if(vertexhit.size() == 0 || houghhit.size() == 0){
        houghIter++;
        ++ctr;
        continue;
      }
      
      if(vertexIter!=vertIn.end()) vertexIter++;
      if(houghIter!=houghIn.end()){
        houghIter++;
        ++ctr;
      }
    }
    
    //sort matchedvertex vector to make it easy to find duplicate entries (strong vertices)
    std::sort(matchedvertex.rbegin(), matchedvertex.rend(),sort_pred);
    
    // the "strength" of a strong vertex is defined as 
    // (HarrisVertexStrength*LengthofHoughLine)_1+(HarrisVertexStrength*LengthofHoughLine)_2+...
    // ...+(HarrisVertexStrength*LengthofHoughLine)_n, where n is the number of vertices 
    // associated with a Hough Line
    for(unsigned int i=0;i < matchedvertex.size(); i++){
      strength=matchedvertex[i].second;
      
      for(unsigned int n=1;n < matchedvertex.size() && i>=n; n++)
        if(matchedvertex[i].first==matchedvertex[i-n].first)    
          strength+=matchedvertex[i-n].second;
      
      strongvertexstrength.push_back(strength);
      //make sure there is more than one Hough Line associated with the vertex 
      
      if(strength>matchedvertex[i].second)
        strongestvertex.emplace_back(matchedvertex[i].first,strength);
    }
    
    
    //sort the strength of the strong vertices to find the strongest vertex
    std::sort(strongestvertex.rbegin(), strongestvertex.rend(),sort_pred2);
    for(unsigned int i=0;i < matchedvertex.size(); i++){      
      // I think this is grabbing first item in pair, itself a pointer then grabbing first 
      // (.begin()) one of those. EC, 18-Oct-2010.
      channel=(matchedvertex[i].first)->Channel();
      
      // strongvertex, despite name, is a hit vector.
      strongvertex.push_back(matchedvertex[i].first);
      
      //find the strong vertices, those vertices that have been 
      // associated with more than one hough line  
      int id = 0;
      if(i > 0){
        if(matchedvertex[i].first==matchedvertex[i-1].first){
          if(strongvertex[0]==(strongestvertex[0].first)&&strongestvertex.size()>0)
            id = 4;//the strongest strong vertex is given a vertex id=4
          else
            id = 3;//strong vertices are given vertex id=3
        } 
      } 
      else{
        // weak vertices that have been associated with an endpoint of 
        // a single Hough line are given vertex id=2          
        id = 2;
      } 
      
      // strongvertex is a collection of hits
      double totalQ = 0.;
      for(size_t h = 0; h < strongvertex.size(); ++h) totalQ += strongvertex[h]->Integral();
      
      recob::EndPoint2D vertex((matchedvertex[i].first)->PeakTime(),
                               wireID,
                               strongvertexstrength[i],   
                               id,
                               geom->View(channel),
                               totalQ);      
      
      mvertexcol->push_back(vertex);
      
      util::CreateAssn(*this, evt, *(mvertexcol.get()), strongvertex, *(assn.get()));
      
      strongvertex.clear();
      
    }
    
    strongestvertex.clear();
    matchedvertex.clear();
    vertexhit.clear();  
  }// end loop over planeIDs

  evt.put(std::move(mvertexcol));
  evt.put(std::move(assn));
}

void art::Consumer::showMissingConsumes ( ) const

protectedinherited

Definition at line 125 of file Consumer.cc.

Referenced by art::EDProducer::doEndJob(), art::EDFilter::doEndJob(), art::EDAnalyzer::doEndJob(), and art::RootOutput::endJob().

{
  if (!moduleContext_)
    return;

  // If none of the branches have missing consumes statements, exit early.
  if (std::all_of(cbegin(missingConsumes_),
                  cend(missingConsumes_),
                  [](auto const& perBranch) { return perBranch.empty(); }))
    return;

  constexpr cet::HorizontalRule rule{60};
  mf::LogPrint log{"MTdiagnostics"};
  log << '\n'
      << rule('=') << '\n'
      << "The following consumes (or mayConsume) statements are missing from\n"
      << module_context(moduleDescription_) << '\n'
      << rule('-') << '\n';

  cet::for_all_with_index(
    missingConsumes_, [&log](std::size_t const i, auto const& perBranch) {
      for (auto const& pi : perBranch) {
        log << "  "
            << assemble_consumes_statement(static_cast<BranchType>(i), pi)
            << '\n';
      }
    });
  log << rule('=');
}

void art::Consumer::validateConsumedProduct ( BranchType const  bt, ProductInfo const &  pi  )

protectedinherited

Definition at line 101 of file Consumer.cc.

References art::errors::ProductRegistrationFailure.

{
  // Early exits if consumes tracking has been disabled or if the
  // consumed product is an allowed consumable.
  if (!moduleContext_)
    return;

  if (cet::binary_search_all(consumables_[bt], pi))
    return;

  if (requireConsumes_) {
    throw Exception(errors::ProductRegistrationFailure,
                    "Consumer: an error occurred during validation of a "
                    "retrieved product\n\n")
      << "The following consumes (or mayConsume) statement is missing from\n"
      << module_context(moduleDescription_) << ":\n\n"
      << "  " << assemble_consumes_statement(bt, pi) << "\n\n";
  }

  missingConsumes_[bt].insert(pi);
}

Member Data Documentation

std::string vertex::VertexMatch::fHoughModuleLabel

private

Definition at line 69 of file VertexMatch_module.cc.

Referenced by produce().

double vertex::VertexMatch::fMaxDistance

private

Definition at line 70 of file VertexMatch_module.cc.

Referenced by produce().

std::string vertex::VertexMatch::fVertexModuleLabel

private

Definition at line 68 of file VertexMatch_module.cc.

Referenced by produce().

---

The documentation for this class was generated from the following file:

• larreco/v06_64_02/source/larreco/VertexFinder/VertexMatch_module.cc