EnergyKickVertexSelectionAlgorithm class. More...

#include "EnergyKickVertexSelectionAlgorithm.h"

Inheritance diagram for lar_content::EnergyKickVertexSelectionAlgorithm:

Public Types
typedef std::vector< VertexScore >	VertexScoreList

typedef std::vector< SlidingFitData >	SlidingFitDataList

typedef std::vector< ShowerCluster >	ShowerClusterList

typedef KDTreeNodeInfoT< const pandora::CaloHit *, 2 >	HitKDNode2D

typedef std::vector< HitKDNode2D >	HitKDNode2DList

typedef KDTreeLinkerAlgo< const pandora::CaloHit *, 2 >	HitKDTree2D

typedef std::map< pandora::HitType, const pandora::ClusterList & >	ClusterListMap
	Map array of cluster lists for passing to tools. More...

typedef std::map< pandora::HitType, const SlidingFitDataList >	SlidingFitDataListMap
	Map of sliding fit data lists for passing to tools. More...

typedef std::map< pandora::HitType, const ShowerClusterList >	ShowerClusterListMap
	Map of shower cluster lists for passing to tools. More...

typedef std::map< pandora::HitType, const std::reference_wrapper< HitKDTree2D > >	KDTreeMap
	Map array of hit kd trees for passing to tools. More...

typedef MvaFeatureTool< const VertexSelectionBaseAlgorithm const, const pandora::Vertex const, const SlidingFitDataListMap &, const ClusterListMap &, const KDTreeMap &, const ShowerClusterListMap &, const float, float & >	VertexFeatureTool
	The base type for the vertex feature tools. More...

Public Member Functions
	EnergyKickVertexSelectionAlgorithm ()
	Default constructor. More...

Protected Member Functions
virtual void	FilterVertexList (const pandora::VertexList *const pInputVertexList, HitKDTree2D &kdTreeU, HitKDTree2D &kdTreeV, HitKDTree2D &kdTreeW, pandora::VertexVector &filteredVertices) const
	Filter the input list of vertices to obtain a reduced number of vertex candidates. More...

virtual void	GetBeamConstants (const pandora::VertexVector &vertexVector, BeamConstants &beamConstants) const
	Get the beam score constants for a provided list of candidate vertices. More...

void	GetClusterLists (const pandora::StringVector &inputClusterListNames, pandora::ClusterList &clusterListU, pandora::ClusterList &clusterListV, pandora::ClusterList &clusterListW) const
	Get the cluster lists. More...

void	CalculateClusterSlidingFits (const pandora::ClusterList &inputClusterList, const unsigned int minClusterCaloHits, const unsigned int slidingFitWindow, SlidingFitDataList &slidingFitDataList) const
	Calculate the cluster sliding fits. More...

float	GetBeamDeweightingScore (const BeamConstants &beamConstants, const pandora::Vertex *const pVertex) const
	Get the beam deweighting score for a vertex. More...

bool	IsBeamModeOn () const
	Whether algorithm is running in beam mode, assuming neutrinos travel in positive z-direction. More...

Private Member Functions
void	GetVertexScoreList (const pandora::VertexVector &vertexVector, const BeamConstants &beamConstants, HitKDTree2D &kdTreeU, HitKDTree2D &kdTreeV, HitKDTree2D &kdTreeW, VertexScoreList &vertexScoreList) const
	Get the vertex score list for a provided list of candidate vertices. More...

pandora::StatusCode	ReadSettings (const pandora::TiXmlHandle xmlHandle)

Private Attributes
VertexFeatureTool::FeatureToolVector	m_featureToolVector
	The feature tool map. More...

pandora::StringVector	m_inputClusterListNames
	The list of cluster list names. More...

unsigned int	m_minClusterCaloHits
	The min number of hits parameter in the energy score. More...

unsigned int	m_slidingFitWindow
	The layer window for the sliding linear fits. More...

float	m_epsilon
	The epsilon parameter in the energy score. More...

float	m_asymmetryConstant
	The asymmetry constant parameter in the energy score. More...

Detailed Description

EnergyKickVertexSelectionAlgorithm class.

Definition at line 19 of file EnergyKickVertexSelectionAlgorithm.h.

Member Typedef Documentation

typedef std::map<pandora::HitType, const pandora::ClusterList &> lar_content::VertexSelectionBaseAlgorithm::ClusterListMap

inherited

Map array of cluster lists for passing to tools.

Definition at line 224 of file VertexSelectionBaseAlgorithm.h.

typedef KDTreeNodeInfoT<const pandora::CaloHit*, 2> lar_content::VertexSelectionBaseAlgorithm::HitKDNode2D

inherited

Definition at line 220 of file VertexSelectionBaseAlgorithm.h.

typedef std::vector<HitKDNode2D> lar_content::VertexSelectionBaseAlgorithm::HitKDNode2DList

inherited

Definition at line 221 of file VertexSelectionBaseAlgorithm.h.

typedef KDTreeLinkerAlgo<const pandora::CaloHit*, 2> lar_content::VertexSelectionBaseAlgorithm::HitKDTree2D

inherited

Definition at line 222 of file VertexSelectionBaseAlgorithm.h.

typedef std::map<pandora::HitType, const std::reference_wrapper<HitKDTree2D> > lar_content::VertexSelectionBaseAlgorithm::KDTreeMap

inherited

Map array of hit kd trees for passing to tools.

Definition at line 227 of file VertexSelectionBaseAlgorithm.h.

typedef std::vector<ShowerCluster> lar_content::VertexSelectionBaseAlgorithm::ShowerClusterList

inherited

Definition at line 218 of file VertexSelectionBaseAlgorithm.h.

typedef std::map<pandora::HitType, const ShowerClusterList> lar_content::VertexSelectionBaseAlgorithm::ShowerClusterListMap

inherited

Map of shower cluster lists for passing to tools.

Definition at line 226 of file VertexSelectionBaseAlgorithm.h.

typedef std::vector<SlidingFitData> lar_content::VertexSelectionBaseAlgorithm::SlidingFitDataList

inherited

Definition at line 172 of file VertexSelectionBaseAlgorithm.h.

typedef std::map<pandora::HitType, const SlidingFitDataList> lar_content::VertexSelectionBaseAlgorithm::SlidingFitDataListMap

inherited

Map of sliding fit data lists for passing to tools.

Definition at line 225 of file VertexSelectionBaseAlgorithm.h.

typedef MvaFeatureTool<const VertexSelectionBaseAlgorithm *const, const pandora::Vertex * const, const SlidingFitDataListMap &, const ClusterListMap &, const KDTreeMap &, const ShowerClusterListMap &, const float, float &> lar_content::VertexSelectionBaseAlgorithm::VertexFeatureTool

inherited

The base type for the vertex feature tools.

Definition at line 230 of file VertexSelectionBaseAlgorithm.h.

typedef std::vector<VertexScore> lar_content::VertexSelectionBaseAlgorithm::VertexScoreList

inherited

Definition at line 79 of file VertexSelectionBaseAlgorithm.h.

Constructor & Destructor Documentation

lar_content::EnergyKickVertexSelectionAlgorithm::EnergyKickVertexSelectionAlgorithm ( )

Default constructor.

Definition at line 22 of file EnergyKickVertexSelectionAlgorithm.cc.

                                                                        :
     m_minClusterCaloHits(12),
     m_slidingFitWindow(100),
     m_epsilon(0.06),
     m_asymmetryConstant(3.f)
 {
 }

Member Function Documentation

void lar_content::VertexSelectionBaseAlgorithm::CalculateClusterSlidingFits	(	const pandora::ClusterList &	inputClusterList,
		const unsigned int	minClusterCaloHits,
		const unsigned int	slidingFitWindow,
		SlidingFitDataList &	slidingFitDataList
	)		const

protectedinherited

Calculate the cluster sliding fits.

Parameters

inputClusterList	the input cluster list
minClusterCaloHits	the minimum number of cluster calo hits
slidingFitWindow	the sliding fit window
slidingFitDataList	the list of sliding fits to fill

Definition at line 119 of file VertexSelectionBaseAlgorithm.cc.

References lar_content::LArGeometryHelper::GetWireZPitch(), min, and lar_content::LArClusterHelper::SortByNHits().

Referenced by GetVertexScoreList(), and lar_content::SvmVertexSelectionAlgorithm::GetVertexScoreList().

 {
     const float slidingFitPitch(LArGeometryHelper::GetWireZPitch(this->GetPandora()));
 
     ClusterVector sortedClusters(inputClusterList.begin(), inputClusterList.end());
     std::sort(sortedClusters.begin(), sortedClusters.end(), LArClusterHelper::SortByNHits);
 
     for (const Cluster * const pCluster : sortedClusters)
     {
         if (pCluster->GetNCaloHits() < minClusterCaloHits)
             continue;
 
         // Make sure the window size is such that there are not more layers than hits (following TwoDSlidingLinearFit calculation).
         const unsigned int newSlidingFitWindow(std::min(static_cast<int>(pCluster->GetNCaloHits()), static_cast<int>(slidingFitPitch * slidingFitWindow)));
         slidingFitDataList.emplace_back(pCluster, newSlidingFitWindow, slidingFitPitch);
     }
 }

void lar_content::VertexSelectionBaseAlgorithm::FilterVertexList	(	const pandora::VertexList *const	pInputVertexList,
		HitKDTree2D &	kdTreeU,
		HitKDTree2D &	kdTreeV,
		HitKDTree2D &	kdTreeW,
		pandora::VertexVector &	filteredVertices
	)		const

protectedvirtualinherited

Filter the input list of vertices to obtain a reduced number of vertex candidates.

Parameters

pInputVertexList	the address of the input vertex list
kdTreeU	the kd tree for u hits
kdTreeV	the kd tree for v hits
kdTreeW	the kd tree for w hits
filteredVertices	to receive the filtered vertex list

Definition at line 40 of file VertexSelectionBaseAlgorithm.cc.

References lar_content::KDTreeLinkerAlgo< DATA, DIM >::empty(), lar_content::VertexSelectionBaseAlgorithm::IsVertexInGap(), lar_content::VertexSelectionBaseAlgorithm::IsVertexOnHit(), lar_content::VertexSelectionBaseAlgorithm::m_isEmptyViewAcceptable, lar_content::VertexSelectionBaseAlgorithm::m_minVertexAcceptableViews, and lar_content::VertexSelectionBaseAlgorithm::SortByVertexZPosition().

Referenced by lar_content::VertexSelectionBaseAlgorithm::Run().

 {
     for (const Vertex *const pVertex : *pInputVertexList)
     {
         unsigned int nAcceptableViews(0);
 
         if ((m_isEmptyViewAcceptable && kdTreeU.empty()) || this->IsVertexOnHit(pVertex, TPC_VIEW_U, kdTreeU) || this->IsVertexInGap(pVertex, TPC_VIEW_U))
             ++nAcceptableViews;
 
         if ((m_isEmptyViewAcceptable && kdTreeV.empty()) || this->IsVertexOnHit(pVertex, TPC_VIEW_V, kdTreeV) || this->IsVertexInGap(pVertex, TPC_VIEW_V))
             ++nAcceptableViews;
 
         if ((m_isEmptyViewAcceptable && kdTreeW.empty()) || this->IsVertexOnHit(pVertex, TPC_VIEW_W, kdTreeW) || this->IsVertexInGap(pVertex, TPC_VIEW_W))
             ++nAcceptableViews;
 
         if (nAcceptableViews >= m_minVertexAcceptableViews)
             filteredVertices.push_back(pVertex);
     }
 
     std::sort(filteredVertices.begin(), filteredVertices.end(), SortByVertexZPosition);
 }

void lar_content::VertexSelectionBaseAlgorithm::GetBeamConstants	(	const pandora::VertexVector &	vertexVector,
		BeamConstants &	beamConstants
	)		const

protectedvirtualinherited

Get the beam score constants for a provided list of candidate vertices.

Parameters

vertexVector	the vertex vector
beamConstants	to receive the beam constants

Definition at line 65 of file VertexSelectionBaseAlgorithm.cc.

References f, lar_content::VertexSelectionBaseAlgorithm::m_beamMode, lar_content::VertexSelectionBaseAlgorithm::m_nDecayLengthsInZSpan, max, and lar_content::VertexSelectionBaseAlgorithm::BeamConstants::SetConstants().

Referenced by lar_content::VertexSelectionBaseAlgorithm::Run().

 {
     if (!m_beamMode)
         return;
 
     if (vertexVector.empty())
         throw StatusCodeException(STATUS_CODE_NOT_INITIALIZED);
 
     float minZCoordinate(std::numeric_limits<float>::max()), maxZCoordinate(-std::numeric_limits<float>::max());
 
     for (const Vertex *const pVertex : vertexVector)
     {
         if (pVertex->GetPosition().GetZ() < minZCoordinate)
             minZCoordinate = pVertex->GetPosition().GetZ();
 
         if (pVertex->GetPosition().GetZ() > maxZCoordinate)
             maxZCoordinate = pVertex->GetPosition().GetZ();
     }
 
     const float zSpan(maxZCoordinate - minZCoordinate);
     const float decayConstant((zSpan < std::numeric_limits<float>::epsilon()) ? 0.f : (m_nDecayLengthsInZSpan / zSpan));
     beamConstants.SetConstants(minZCoordinate, decayConstant);
 }

float lar_content::VertexSelectionBaseAlgorithm::GetBeamDeweightingScore	(	const BeamConstants &	beamConstants,
		const pandora::Vertex *const	pVertex
	)		const

inlineprotectedinherited

Get the beam deweighting score for a vertex.

Parameters

beamConstants	the beam constants
pVertex	address of the vertex

Returns: the score

Definition at line 394 of file VertexSelectionBaseAlgorithm.h.

References lar_content::VertexSelectionBaseAlgorithm::BeamConstants::GetDecayConstant(), lar_content::VertexSelectionBaseAlgorithm::BeamConstants::GetMinZCoordinate(), and max.

Referenced by GetVertexScoreList(), and lar_content::SvmVertexSelectionAlgorithm::PopulateVertexFeatureInfoMap().

 {
     const float vertexMinZ(std::max(pVertex->GetPosition().GetZ(), beamConstants.GetMinZCoordinate()));
     return (beamConstants.GetMinZCoordinate() - vertexMinZ) * beamConstants.GetDecayConstant();
 }

void lar_content::VertexSelectionBaseAlgorithm::GetClusterLists	(	const pandora::StringVector &	inputClusterListNames,
		pandora::ClusterList &	clusterListU,
		pandora::ClusterList &	clusterListV,
		pandora::ClusterList &	clusterListW
	)		const

protectedinherited

Get the cluster lists.

Parameters

inputClusterListNames	the input cluster list names
clusterListU	the U-view cluster list to populate
clusterListV	the V-view cluster list to populate
clusterListW	the W-view cluster list to populate

Definition at line 91 of file VertexSelectionBaseAlgorithm.cc.

References lar_content::LArClusterHelper::GetClusterHitType().

Referenced by GetVertexScoreList(), and lar_content::SvmVertexSelectionAlgorithm::GetVertexScoreList().

 {
     for (const std::string &clusterListName : inputClusterListNames)
     {
         const ClusterList *pClusterList(NULL);
         PANDORA_THROW_RESULT_IF_AND_IF(STATUS_CODE_SUCCESS, STATUS_CODE_NOT_INITIALIZED, !=, PandoraContentApi::GetList(*this, clusterListName, pClusterList));
 
         if (!pClusterList || pClusterList->empty())
         {
              if (PandoraContentApi::GetSettings(*this)->ShouldDisplayAlgorithmInfo())
                  std::cout << "EnergyKickVertexSelectionAlgorithm: unable to find cluster list " << clusterListName << std::endl;
 
             continue;
         }
 
         const HitType hitType(LArClusterHelper::GetClusterHitType(*(pClusterList->begin())));
 
         if ((TPC_VIEW_U != hitType) && (TPC_VIEW_V != hitType) && (TPC_VIEW_W != hitType))
             throw StatusCodeException(STATUS_CODE_INVALID_PARAMETER);
 
         ClusterList &clusterList((TPC_VIEW_U == hitType) ? clusterListU : (TPC_VIEW_V == hitType) ? clusterListV : clusterListW);
         clusterList.insert(clusterList.end(), pClusterList->begin(), pClusterList->end());
     }
 }

void lar_content::EnergyKickVertexSelectionAlgorithm::GetVertexScoreList	(	const pandora::VertexVector &	vertexVector,
		const BeamConstants &	beamConstants,
		HitKDTree2D &	kdTreeU,
		HitKDTree2D &	kdTreeV,
		HitKDTree2D &	kdTreeW,
		VertexScoreList &	vertexScoreList
	)		const

privatevirtual

Get the vertex score list for a provided list of candidate vertices.

Parameters

vertexVector	the vertex vector
beamConstants	the beam constants
kdTreeU	the kd tree for u hits
kdTreeV	the kd tree for v hits
kdTreeW	the kd tree for w hits
vertexScoreList	to receive the vertex score list

Implements lar_content::VertexSelectionBaseAlgorithm.

Definition at line 32 of file EnergyKickVertexSelectionAlgorithm.cc.

References lar_content::VertexSelectionBaseAlgorithm::CalculateClusterSlidingFits(), f, Get, lar_content::VertexSelectionBaseAlgorithm::GetBeamDeweightingScore(), lar_content::VertexSelectionBaseAlgorithm::GetClusterLists(), lar_content::VertexSelectionBaseAlgorithm::IsBeamModeOn(), m_asymmetryConstant, m_epsilon, m_featureToolVector, m_inputClusterListNames, m_minClusterCaloHits, and m_slidingFitWindow.

 {
     ClusterList clustersU, clustersV, clustersW;
     this->GetClusterLists(m_inputClusterListNames, clustersU, clustersV, clustersW);
 
     SlidingFitDataList slidingFitDataListU, slidingFitDataListV, slidingFitDataListW;
     this->CalculateClusterSlidingFits(clustersU, m_minClusterCaloHits, m_slidingFitWindow, slidingFitDataListU);
     this->CalculateClusterSlidingFits(clustersV, m_minClusterCaloHits, m_slidingFitWindow, slidingFitDataListV);
     this->CalculateClusterSlidingFits(clustersW, m_minClusterCaloHits, m_slidingFitWindow, slidingFitDataListW);
 
     // Create maps from hit types to objects for passing to feature tools
     const SlidingFitDataListMap slidingFitDataListMap{{TPC_VIEW_U, slidingFitDataListU},
                                                       {TPC_VIEW_V, slidingFitDataListV},
                                                       {TPC_VIEW_W, slidingFitDataListW}};
 
     float bestFastScore(0.f); // not actually used - artefact of toolizing RPhi score and still using performance trick
     for (const Vertex *const pVertex : vertexVector)
     {
         const float beamDeweightingScore(this->IsBeamModeOn() ? this->GetBeamDeweightingScore(beamConstants, pVertex) : 0.f);
 
         const float energyKick(LArMvaHelper::CalculateFeaturesOfType<EnergyKickFeatureTool>(m_featureToolVector, this, pVertex, slidingFitDataListMap,
             ClusterListMap(), KDTreeMap(), ShowerClusterListMap(), beamDeweightingScore, bestFastScore).at(0).Get());
 
         const float energyAsymmetry(LArMvaHelper::CalculateFeaturesOfType<LocalAsymmetryFeatureTool>(m_featureToolVector, this, pVertex, slidingFitDataListMap,
             ClusterListMap(), KDTreeMap(), ShowerClusterListMap(), beamDeweightingScore, bestFastScore).at(0).Get());
 
         const float energyKickScore(-energyKick / m_epsilon);
         const float energyAsymmetryScore(energyAsymmetry / m_asymmetryConstant);
 
         vertexScoreList.push_back(VertexScore(pVertex, beamDeweightingScore + energyKickScore + energyAsymmetryScore));
     }
 }

bool lar_content::VertexSelectionBaseAlgorithm::IsBeamModeOn ( ) const

inlineprotectedinherited

Whether algorithm is running in beam mode, assuming neutrinos travel in positive z-direction.

Returns: boolean

Definition at line 402 of file VertexSelectionBaseAlgorithm.h.

References lar_content::VertexSelectionBaseAlgorithm::m_beamMode.

Referenced by GetVertexScoreList().

 {
     return m_beamMode;
 }

StatusCode lar_content::EnergyKickVertexSelectionAlgorithm::ReadSettings ( const pandora::TiXmlHandle xmlHandle )

private

Definition at line 69 of file EnergyKickVertexSelectionAlgorithm.cc.

References lar_content::LArMvaHelper::AddFeatureToolToVector(), m_asymmetryConstant, m_epsilon, m_featureToolVector, m_inputClusterListNames, m_minClusterCaloHits, m_slidingFitWindow, and lar_content::VertexSelectionBaseAlgorithm::ReadSettings().

 {
     AlgorithmToolVector algorithmToolVector;
     PANDORA_RETURN_RESULT_IF(STATUS_CODE_SUCCESS, !=, XmlHelper::ProcessAlgorithmToolList(*this, xmlHandle, "FeatureTools", algorithmToolVector));
 
     for (AlgorithmTool *const pAlgorithmTool : algorithmToolVector)
         PANDORA_RETURN_RESULT_IF(STATUS_CODE_SUCCESS, !=, LArMvaHelper::AddFeatureToolToVector(pAlgorithmTool, m_featureToolVector));
 
     PANDORA_RETURN_RESULT_IF(STATUS_CODE_SUCCESS, !=, XmlHelper::ReadVectorOfValues(xmlHandle,
         "InputClusterListNames", m_inputClusterListNames));
 
     PANDORA_RETURN_RESULT_IF_AND_IF(STATUS_CODE_SUCCESS, STATUS_CODE_NOT_FOUND, !=, XmlHelper::ReadValue(xmlHandle,
         "MinClusterCaloHits", m_minClusterCaloHits));
 
     PANDORA_RETURN_RESULT_IF_AND_IF(STATUS_CODE_SUCCESS, STATUS_CODE_NOT_FOUND, !=, XmlHelper::ReadValue(xmlHandle,
         "SlidingFitWindow", m_slidingFitWindow));
 
     PANDORA_RETURN_RESULT_IF_AND_IF(STATUS_CODE_SUCCESS, STATUS_CODE_NOT_FOUND, !=, XmlHelper::ReadValue(xmlHandle,
         "Epsilon", m_epsilon));
 
     PANDORA_RETURN_RESULT_IF_AND_IF(STATUS_CODE_SUCCESS, STATUS_CODE_NOT_FOUND, !=, XmlHelper::ReadValue(xmlHandle,
         "AsymmetryConstant", m_asymmetryConstant));
 
     if ((m_epsilon < std::numeric_limits<float>::epsilon()) || (m_asymmetryConstant < std::numeric_limits<float>::epsilon()))
     {
         std::cout << "EnergyKickVertexSelection: Invalid parameter(s), Epsilon " << m_epsilon << ", AsymmetryConstant " << m_asymmetryConstant << std::endl;
         return STATUS_CODE_INVALID_PARAMETER;
     }
 
     return VertexSelectionBaseAlgorithm::ReadSettings(xmlHandle);
 }

Member Data Documentation

float lar_content::EnergyKickVertexSelectionAlgorithm::m_asymmetryConstant

private

The asymmetry constant parameter in the energy score.

Definition at line 39 of file EnergyKickVertexSelectionAlgorithm.h.

Referenced by GetVertexScoreList(), and ReadSettings().

float lar_content::EnergyKickVertexSelectionAlgorithm::m_epsilon

private

The epsilon parameter in the energy score.

Definition at line 38 of file EnergyKickVertexSelectionAlgorithm.h.

Referenced by GetVertexScoreList(), and ReadSettings().

VertexFeatureTool::FeatureToolVector lar_content::EnergyKickVertexSelectionAlgorithm::m_featureToolVector

private

The feature tool map.

Definition at line 33 of file EnergyKickVertexSelectionAlgorithm.h.

Referenced by GetVertexScoreList(), and ReadSettings().

pandora::StringVector lar_content::EnergyKickVertexSelectionAlgorithm::m_inputClusterListNames

private

The list of cluster list names.

Definition at line 35 of file EnergyKickVertexSelectionAlgorithm.h.

Referenced by GetVertexScoreList(), and ReadSettings().

unsigned int lar_content::EnergyKickVertexSelectionAlgorithm::m_minClusterCaloHits

private

The min number of hits parameter in the energy score.

Definition at line 36 of file EnergyKickVertexSelectionAlgorithm.h.

Referenced by GetVertexScoreList(), and ReadSettings().

unsigned int lar_content::EnergyKickVertexSelectionAlgorithm::m_slidingFitWindow

private

The layer window for the sliding linear fits.

Definition at line 37 of file EnergyKickVertexSelectionAlgorithm.h.

Referenced by GetVertexScoreList(), and ReadSettings().

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

/cvmfs/larsoft.opensciencegrid.org/products/larpandoracontent/v03_14_03/source/larpandoracontent/LArVertex/EnergyKickVertexSelectionAlgorithm.h
/cvmfs/larsoft.opensciencegrid.org/products/larpandoracontent/v03_14_03/source/larpandoracontent/LArVertex/EnergyKickVertexSelectionAlgorithm.cc

Public Types

Public Member Functions

Protected Member Functions

Private Member Functions

Private Attributes

Detailed Description

Member Typedef Documentation

Constructor & Destructor Documentation

Member Function Documentation

Member Data Documentation