cluster::BlurredClustering Class Reference

Inheritance diagram for cluster::BlurredClustering:

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

Public Member Functions
	BlurredClustering (fhicl::ParameterSet const &pset)
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 Member Functions
void	produce (art::Event &evt) override

Private Attributes
std::string const	fHitsModuleLabel
std::string const	fTrackModuleLabel
std::string const	fVertexModuleLabel
std::string const	fPFParticleModuleLabel
bool const	fCreateDebugPDF
bool const	fMergeClusters
bool const	fGlobalTPCRecon
bool const	fShowerReconOnly
cluster::BlurredClusteringAlg	fBlurredClusteringAlg
cluster::MergeClusterAlg	fMergeClusterAlg
shower::TrackShowerSeparationAlg	fTrackShowerSeparationAlg

Detailed Description

Definition at line 54 of file BlurredClustering_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

cluster::BlurredClustering::BlurredClustering ( fhicl::ParameterSet const &  pset )

explicit

Definition at line 70 of file BlurredClustering_module.cc.

References fBlurredClusteringAlg, fCreateDebugPDF, fGlobalTPCRecon, fMergeClusterAlg, fMergeClusters, fPFParticleModuleLabel, fShowerReconOnly, fTrackModuleLabel, fTrackShowerSeparationAlg, fVertexModuleLabel, and fhicl::ParameterSet::get().

  : fHitsModuleLabel{pset.get<std::string>("HitsModuleLabel")}
  , fTrackModuleLabel{pset.get<std::string>("TrackModuleLabel")}
  , fVertexModuleLabel{pset.get<std::string>("VertexModuleLabel")}
  , fPFParticleModuleLabel{pset.get<std::string>("PFParticleModuleLabel")}
  , fCreateDebugPDF{pset.get<bool>("CreateDebugPDF")}
  , fMergeClusters{pset.get<bool>("MergeClusters")}
  , fGlobalTPCRecon{pset.get<bool>("GlobalTPCRecon")}
  , fShowerReconOnly{pset.get<bool>("ShowerReconOnly")}
  , fBlurredClusteringAlg{pset.get<fhicl::ParameterSet>("BlurredClusterAlg")}
  , fMergeClusterAlg{pset.get<fhicl::ParameterSet>("MergeClusterAlg")}
  , fTrackShowerSeparationAlg{pset.get<fhicl::ParameterSet>("TrackShowerSeparationAlg")}
{
  produces<std::vector<recob::Cluster>>();
  produces<art::Assns<recob::Cluster,recob::Hit>>();
}

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 cluster::BlurredClustering::produce ( art::Event &  evt )

overrideprivatevirtual

Implements art::EDProducer.

Definition at line 87 of file BlurredClustering_module.cc.

References cluster::BlurredClusteringAlg::ConvertBinsToClusters(), cluster::BlurredClusteringAlg::ConvertRecobHitsToVector(), util::CreateAssn(), cluster::BlurredClusteringAlg::CreateDebugPDF(), DEFINE_ART_MODULE, art::Event::event(), fBlurredClusteringAlg, fCreateDebugPDF, fGlobalTPCRecon, fHitsModuleLabel, art::fill_ptr_vector(), cluster::BlurredClusteringAlg::FindClusters(), fMergeClusterAlg, fMergeClusters, fPFParticleModuleLabel, fShowerReconOnly, fTrackModuleLabel, fTrackShowerSeparationAlg, fVertexModuleLabel, cluster::BlurredClusteringAlg::GaussianBlur(), art::DataViewImpl::getByLabel(), cluster::BlurredClusteringAlg::GetMinSize(), cluster::BlurredClusteringAlg::GlobalWire(), hits(), art::Handle< T >::isValid(), cluster::BlurredClusteringAlg::MakeHistogram(), cluster::MergeClusterAlg::MergeClusters(), art::Event::put(), art::Event::run(), cluster::BlurredClusteringAlg::SaveImage(), shower::TrackShowerSeparationAlg::SelectShowerHits(), recob::Cluster::Sentry, and art::Event::subRun().

{
  // Create debug pdf to illustrate the blurring process
  if (fCreateDebugPDF)
    fBlurredClusteringAlg.CreateDebugPDF(evt.run(), evt.subRun(), evt.event());

  // Output containers -- collection of clusters and associations
  auto clusters = std::make_unique<std::vector<recob::Cluster>>();
  auto associations = std::make_unique<art::Assns<recob::Cluster,recob::Hit>>();

  // Compute the cluster characteristics
  // Just use default for now, but configuration will go here
  ClusterParamsImportWrapper<StandardClusterParamsAlg> ClusterParamAlgo;

  // Create geometry handle
  art::ServiceHandle<geo::Geometry> geom;

  // Get the hits from the event
  art::Handle<std::vector<recob::Hit>> hitCollection;
  std::vector<art::Ptr<recob::Hit>> hits;
  std::vector<art::Ptr<recob::Hit>> hitsToCluster;
  if (evt.getByLabel(fHitsModuleLabel,hitCollection))
    art::fill_ptr_vector(hits, hitCollection);

  if (fShowerReconOnly) {

    // Get the tracks from the event
    art::Handle<std::vector<recob::Track>> trackCollection;
    std::vector<art::Ptr<recob::Track>> tracks;
    if (evt.getByLabel(fTrackModuleLabel,trackCollection))
      art::fill_ptr_vector(tracks, trackCollection);

    // Get the space points from the event
    art::Handle<std::vector<recob::SpacePoint>> spacePointCollection;
    std::vector<art::Ptr<recob::SpacePoint>> spacePoints;
    if (evt.getByLabel(fTrackModuleLabel,spacePointCollection))
      art::fill_ptr_vector(spacePoints, spacePointCollection);

    // Get vertices from the event
    art::Handle<std::vector<recob::Vertex>> vertexCollection;
    std::vector<art::Ptr<recob::Vertex>> vertices;
    if (evt.getByLabel(fVertexModuleLabel, vertexCollection))
      art::fill_ptr_vector(vertices, vertexCollection);

    // Get pandora pfparticles and clusters from the event
    art::Handle<std::vector<recob::PFParticle>> pfParticleCollection;
    std::vector<art::Ptr<recob::PFParticle>> pfParticles;
    if (evt.getByLabel(fPFParticleModuleLabel, pfParticleCollection))
      art::fill_ptr_vector(pfParticles, pfParticleCollection);
    art::Handle<std::vector<recob::Cluster>> clusterCollection;
    evt.getByLabel(fPFParticleModuleLabel, clusterCollection);

    if (trackCollection.isValid()) {
      art::FindManyP<recob::Hit> fmht(trackCollection, evt, fTrackModuleLabel);
      art::FindManyP<recob::Track> fmth(hitCollection, evt, fTrackModuleLabel);
      art::FindManyP<recob::SpacePoint> fmspt(trackCollection, evt, fTrackModuleLabel);
      art::FindManyP<recob::Track> fmtsp(spacePointCollection, evt, fTrackModuleLabel);
      hitsToCluster = fTrackShowerSeparationAlg.SelectShowerHits(evt.event(), hits, tracks, spacePoints, fmht, fmth, fmspt, fmtsp);
    }
  }
  else
    hitsToCluster = hits;

  // Make a map between the planes and the hits on each
  std::map<std::pair<int, int>, std::vector<art::Ptr<recob::Hit>>> planeToHits;
  for (auto const& hitToCluster : hitsToCluster) {
    auto const& wireID = hitToCluster->WireID();
    auto const planeNo = wireID.Plane;
    auto const tpc = fGlobalTPCRecon ? wireID.TPC%2 : wireID.TPC;
    planeToHits[std::make_pair(planeNo, tpc)].push_back(hitToCluster);
  }

  // Loop over views
  for (auto const& [plane, hits] : planeToHits) {
    std::vector<art::PtrVector<recob::Hit>> finalClusters;

    // Implement the algorithm
    if (hits.size() >= fBlurredClusteringAlg.GetMinSize()) {

      // Convert hit map to TH2 histogram and blur it
      auto const image = fBlurredClusteringAlg.ConvertRecobHitsToVector(hits);
      auto const blurred = fBlurredClusteringAlg.GaussianBlur(image);

       // Find clusters in histogram
      std::vector<std::vector<int>> allClusterBins; // Vector of clusters (clusters are vectors of hits)
      int numClusters = fBlurredClusteringAlg.FindClusters(blurred, allClusterBins);
      mf::LogVerbatim("Blurred Clustering") << "Found " << numClusters << " clusters" << std::endl;

      // Create output clusters from the vector of clusters made in FindClusters
      std::vector<art::PtrVector<recob::Hit>> planeClusters;
      fBlurredClusteringAlg.ConvertBinsToClusters(image, allClusterBins, planeClusters);

      // Use the cluster merging algorithm
      if (fMergeClusters) {
        int numMergedClusters = fMergeClusterAlg.MergeClusters(planeClusters, finalClusters);
        mf::LogVerbatim("Blurred Clustering") << "After merging, there are " << numMergedClusters << " clusters" << std::endl;
      }
      else finalClusters = planeClusters;

      // Make the debug PDF
      if (fCreateDebugPDF) {
        std::stringstream name;
        name << "blurred_image";
        TH2F* imageHist = fBlurredClusteringAlg.MakeHistogram(image, TString{name.str()});
        name << "_convolved";
        TH2F* blurredHist = fBlurredClusteringAlg.MakeHistogram(blurred, TString{name.str()});
        auto const [planeNo, tpc] = plane;
        fBlurredClusteringAlg.SaveImage(imageHist, 1, tpc, planeNo);
        fBlurredClusteringAlg.SaveImage(blurredHist, 2, tpc, planeNo);
        fBlurredClusteringAlg.SaveImage(blurredHist, allClusterBins, 3, tpc, planeNo);
        fBlurredClusteringAlg.SaveImage(imageHist, finalClusters, 4, tpc, planeNo);
        imageHist->Delete();
        blurredHist->Delete();
      }

    } // End min hits check

    // Make the output cluster objects
    for (auto const& clusterHits : finalClusters) {
      if (clusterHits.empty()) continue;

      // Get the start and end wires of the cluster
      unsigned int const startWire = fBlurredClusteringAlg.GlobalWire(clusterHits.front()->WireID());
      unsigned int const endWire = fBlurredClusteringAlg.GlobalWire(clusterHits.back()->WireID());

      // Put cluster hits in the algorithm
      ClusterParamAlgo.ImportHits(clusterHits);

      // Create the recob::Cluster and place in the vector of clusters
      ClusterCreator cluster(ClusterParamAlgo,                        // algo
                             float(startWire),                        // start_wire
                             0.,                                      // sigma_start_wire
                             clusterHits.front()->PeakTime(),         // start_tick
                             clusterHits.front()->SigmaPeakTime(),    // sigma_start_tick
                             float(endWire),                          // end_wire
                             0.,                                      // sigma_end_wire,
                             clusterHits.back()->PeakTime(),          // end_tick
                             clusterHits.back()->SigmaPeakTime(),     // sigma_end_tick
                             clusters->size(),                        // ID
                             clusterHits.front()->View(),             // view
                             clusterHits.front()->WireID().planeID(), // plane
                             recob::Cluster::Sentry                   // sentry
                             );
      clusters->emplace_back(cluster.move());

      // Associate the hits to this cluster
      util::CreateAssn(*this, evt, *clusters, clusterHits, *associations);
    } // End loop over all clusters

  }

  evt.put(std::move(clusters));
  evt.put(std::move(associations));
}

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

cluster::BlurredClusteringAlg cluster::BlurredClustering::fBlurredClusteringAlg

private

Definition at line 65 of file BlurredClustering_module.cc.

Referenced by BlurredClustering(), and produce().

bool const cluster::BlurredClustering::fCreateDebugPDF

private

Definition at line 62 of file BlurredClustering_module.cc.

Referenced by BlurredClustering(), and produce().

bool const cluster::BlurredClustering::fGlobalTPCRecon

private

Definition at line 62 of file BlurredClustering_module.cc.

Referenced by BlurredClustering(), and produce().

std::string const cluster::BlurredClustering::fHitsModuleLabel

private

Definition at line 61 of file BlurredClustering_module.cc.

Referenced by produce().

cluster::MergeClusterAlg cluster::BlurredClustering::fMergeClusterAlg

private

Definition at line 66 of file BlurredClustering_module.cc.

Referenced by BlurredClustering(), and produce().

bool const cluster::BlurredClustering::fMergeClusters

private

Definition at line 62 of file BlurredClustering_module.cc.

Referenced by BlurredClustering(), and produce().

std::string const cluster::BlurredClustering::fPFParticleModuleLabel

private

Definition at line 61 of file BlurredClustering_module.cc.

Referenced by BlurredClustering(), and produce().

bool const cluster::BlurredClustering::fShowerReconOnly

private

Definition at line 62 of file BlurredClustering_module.cc.

Referenced by BlurredClustering(), and produce().

std::string const cluster::BlurredClustering::fTrackModuleLabel

private

Definition at line 61 of file BlurredClustering_module.cc.

Referenced by BlurredClustering(), and produce().

shower::TrackShowerSeparationAlg cluster::BlurredClustering::fTrackShowerSeparationAlg

private

Definition at line 67 of file BlurredClustering_module.cc.

Referenced by BlurredClustering(), and produce().

std::string const cluster::BlurredClustering::fVertexModuleLabel

private

Definition at line 61 of file BlurredClustering_module.cc.

Referenced by BlurredClustering(), and produce().

---

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

• /cvmfs/larsoft.opensciencegrid.org/products/larreco/v07_10_02/source/larreco/ClusterFinder/BlurredClustering_module.cc