recob::Cluster Class Reference

Set of hits with a 2D structure. More...

#include "Cluster.h"

Classes
struct	SentryArgument_t
	Type of sentry argument. More...

Public Types
enum	ClusterEnds_t { clStart, clEnd, NEnds, clFirstEnd = 0 }
enum	ChargeMode_t { cmFit, cmADC, NChargeModes, cmFirstMode = 0 }
typedef int	ID_t
	Type of cluster ID. More...

Public Member Functions
	Cluster ()
	Default constructor: an empty cluster. More...
	Cluster (float start_wire, float sigma_start_wire, float start_tick, float sigma_start_tick, float start_charge, float start_angle, float start_opening, float end_wire, float sigma_end_wire, float end_tick, float sigma_end_tick, float end_charge, float end_angle, float end_opening, float integral, float integral_stddev, float summedADC, float summedADC_stddev, unsigned int n_hits, float multiple_hit_density, float width, ID_t ID, geo::View_t view, geo::PlaneID const &plane, SentryArgument_t sentry=Sentry)
	Constructor: assigns all the fields. More...
	Cluster (Cluster const &)=default
	Copy constructor: automatically generated. More...
	Cluster (Cluster &&from)
	Move constructor: as copy, but source cluster gets an invalid ID. More...
Cluster &	operator= (Cluster const &)=default
	Copy assignment: automatically generated. More...
Cluster &	operator= (Cluster &&from)
	Move assignment: as copy, but source cluster gets an invalid ID. More...
	~Cluster ()=default
	Destructor: automatically generated. More...
float	StartCharge () const
	Returns the charge on the first wire of the cluster. More...
float	StartAngle () const
	Returns the starting angle of the cluster. More...
float	StartOpeningAngle () const
	Returns the opening angle at the start of the cluster. More...
float	EndCharge () const
	Returns the charge on the last wire of the cluster. More...
float	EndAngle () const
	Returns the ending angle of the cluster. More...
float	EndOpeningAngle () const
	Returns the opening angle at the end of the cluster. More...
float	Integral () const
	Returns the total charge of the cluster from hit shape. More...
float	IntegralStdDev () const
	Returns the standard deviation of the charge of the cluster hits. More...
float	IntegralAverage () const
	Returns the average charge of the cluster hits. More...
float	SummedADC () const
	Returns the total charge of the cluster from signal ADC counts. More...
float	SummedADCstdDev () const
	Returns the standard deviation of the signal ADC counts of the cluster hits. More...
float	SummedADCaverage () const
	Returns the average signal ADC counts of the cluster hits. More...
float	MultipleHitDensity () const
	Density of wires in the cluster with more than one hit. More...
float	Width () const
	A measure of the cluster width, in homogenized units. More...
ID_t	ID () const
	Identifier of this cluster. More...
geo::View_t	View () const
	Returns the view for this cluster. More...
geo::PlaneID	Plane () const
	Returns the plane ID this cluster lies on. More...
bool	hasPlane () const
	Returns whether geometry plane is valid. More...
bool	isValid () const
	Returns if the cluster is valid (that is, if its ID is not invalid) More...
Accessors
unsigned int	NHits () const
	Number of hits in the cluster. More...
float	StartWire () const
	Returns the wire coordinate of the start of the cluster. More...
float	StartTick () const
	Returns the tick coordinate of the start of the cluster. More...
float	SigmaStartWire () const
	Returns the uncertainty on wire coordinate of the start of the cluster. More...
float	SigmaStartTick () const
	Returns the uncertainty on tick coordinate of the start of the cluster. More...
float	EndWire () const
	Returns the wire coordinate of the end of the cluster. More...
float	EndTick () const
	Returns the tick coordinate of the end of the cluster. More...
float	SigmaEndWire () const
	Returns the uncertainty on wire coordinate of the end of the cluster. More...
float	SigmaEndTick () const
	Returns the uncertainty on tick coordinate of the end of the cluster. More...
float	WireCoord (ClusterEnds_t side) const
	Returns the wire coordinate of one of the end sides of the cluster. More...
float	WireCoord (unsigned int side) const
	Number of hits in the cluster. More...
float	TickCoord (ClusterEnds_t side) const
	Returns the tick coordinate of one of the end sides of the cluster. More...
float	TickCoord (unsigned int side) const
	Returns the tick coordinate of one of the end sides of the cluster. More...
float	SigmaWireCoord (ClusterEnds_t side) const
	Returns the uncertainty on wire coordinate of one of the end sides of the cluster. More...
float	SigmaWireCoord (unsigned int side) const
	Returns the uncertainty on wire coordinate of one of the end sides of the cluster. More...
float	SigmaTickCoord (ClusterEnds_t side) const
	Returns the uncertainty on tick coordinate of one of the end sides of the cluster. More...
float	SigmaTickCoord (unsigned int side) const
	Returns the uncertainty on tick coordinate of one of the end sides of the cluster. More...
float	EdgeCharge (ClusterEnds_t side) const
	Returns the charge on the first or last wire of the cluster. More...
float	EdgeCharge (unsigned int side) const
	Returns the charge on the first or last wire of the cluster. More...
float	Angle (ClusterEnds_t side) const
	Returns the angle at either end of the cluster. More...
float	Angle (unsigned int side) const
	Returns the angle at either end of the cluster. More...
float	OpeningAngle (ClusterEnds_t side) const
	Returns the opening angle at either end of the cluster. More...
float	OpeningAngle (unsigned int side) const
	Returns the opening angle at either end of the cluster. More...
float	Charge (ChargeMode_t mode) const
	Returns the total charge of the cluster. More...
float	Charge (unsigned int mode) const
	Returns the total charge of the cluster. More...
float	ChargeStdDev (ChargeMode_t mode) const
	Returns the standard deviation of charge of the cluster hits. More...
float	ChargeStdDev (unsigned int mode) const
	Returns the standard deviation of charge of the cluster hits. More...
float	ChargeAverage (ChargeMode_t mode) const
	Returns the average charge of the cluster hits. More...
float	ChargeAverage (unsigned int mode) const
	Returns the average charge of the cluster hits. More...

Static Public Attributes
static constexpr ID_t	InvalidID = -1
	Value for an invalid cluster ID. More...
static const SentryArgument_t	Sentry
	An instance of the sentry object. More...

Private Attributes
unsigned int	fNHits
	Number of hits in the cluster. More...
float	fMultipleHitDensity
	Density of wires in the cluster with more than one hit. More...
float	fWidth
	A measure of the cluster width, in homogenized units. More...
ID_t	fID
geo::View_t	fView
	View for this cluster. More...
geo::PlaneID	fPlaneID
	Location of the start of the cluster. More...
Data referring to start and end of the cluster
Wire coordinate of the start and end of the cluster (may lie between wires); index is intended to be of type ClusterEnds_t.
float	fEndWires [NEnds]
float	fSigmaEndWires [NEnds]
float	fEndTicks [NEnds]
float	fSigmaEndTicks [NEnds]
float	fEndCharges [NEnds]
float	fAngles [NEnds]
float	fOpeningAngles [NEnds]
Data derived from hit charge
Sum of the charge of all hits in the cluster. Index is intended to be of type ChargeMode_t
float	fChargeSum [NChargeModes]
float	fChargeStdDev [NChargeModes]
float	fChargeAverage [NChargeModes]

Friends
std::ostream &	operator<< (std::ostream &o, Cluster const &c)
bool	operator< (Cluster const &a, Cluster const &b)

Detailed Description

Set of hits with a 2D structure.

A cluster is a set of reconstructed hits supposed to originate from the same physical entity. A cluster lies in a single plane (of a single TPC).

Clusters provide the base of reconstructed 3D objects: tracks and showers. The cluster class contains information that helps characterizing the originating particle and discriminating its signature as track-like or shower-like.

A cluster is supposed to describe the reconstruction of a transiting particle, and can therefore be thought as having a start, the location where it is first seen in time, and an end, the location where it is seen last. In practice, it is often hard to determine by the shape which tip is which, and in case of showers the end might be hard to determine. As a consequence, although the two tips are called "start" and "end", their order is not unerringly; the tip labelled "start" is still deemed to be more likely the beginning of the cluster rather than the end. In the extreme case the "end" should be considered just as an alternative cluster start.

Note

A cluster lives in a plane of inhomogeneous coordinates: wire number and tick number. Different ways to make them homogeneous are available. For example, knowing the drift velocity (assuming it constant) and the wire pitch, it is possible to convert both coordinates in a measure of distance. Where the wire and time coordinates need to be compared, they are converted into physical distances. Wire coordinate includes the wire pitch information and it can be defined as the distance (in centimetres) from the wire #0 (and negative if it lies on the opposite side than wire #0 with respect to wire #0) of the point. The tick coordinate is converted into a distance from the wire plane (in centimetres) by including the drift velocity. The absolute time for which this coordinate is 0 is defined to be as an "absolute trigger time". This is still ambiguous enough, but matter of fact there should be no need of absolute wire or tick coordinates but only of their difference; for example, to define angles, dT/dW (or some similar quantity) is used. More advanced knowledge of the geometry or status of the detector may lead to different wire pitch or drift velocity: in that case, these quantities need to be recomputed, although it is conceivable that the ones with simple constant pitch and drift are often an approximation close enough.

Definition at line 71 of file Cluster.h.

Member Typedef Documentation

typedef int recob::Cluster::ID_t

Type of cluster ID.

Definition at line 74 of file Cluster.h.

Member Enumeration Documentation

enum recob::Cluster::ChargeMode_t

Enumerator
cmFit	Sums from the fitted hit values.
cmADC	Sums directly from ADC counts.
NChargeModes	End count.
cmFirstMode	Just an alias for loops.

Definition at line 84 of file Cluster.h.

                   {
        cmFit,          
        cmADC,          
        NChargeModes,   
        cmFirstMode = 0 
      } ChargeMode_t; 

enum recob::Cluster::ClusterEnds_t

Enumerator
clStart	Represents the most likely start of the cluster.
clEnd	Represents the end, or the alternative start, of the cluster.
NEnds	End count.
clFirstEnd	Just an alias for loops.

Definition at line 77 of file Cluster.h.

                   {
        clStart,       
        clEnd,         
        NEnds,         
        clFirstEnd = 0 
      } ClusterEnds_t; 

Constructor & Destructor Documentation

recob::Cluster::Cluster

(

)

Default constructor: an empty cluster.

Definition at line 35 of file Cluster.cxx.

References fAngles, fChargeAverage, fChargeStdDev, fChargeSum, fEndCharges, fEndTicks, fID, fMultipleHitDensity, fOpeningAngles, fPlaneID, fSigmaEndTicks, fSigmaEndWires, fView, fWidth, InvalidID, and geo::kUnknown.

Referenced by Cluster().

    : fNHits(0)
    , fEndWires{ 0., 0. }
    , fSigmaEndWires{ 0., 0. }
    , fEndTicks{ 0., 0. }
    , fSigmaEndTicks{ 0., 0. }
    , fEndCharges{ 0., 0. }
    , fAngles{ 0., 0. }
    , fOpeningAngles{ 0., 0. }
    , fChargeSum{ 0., 0. }
    , fChargeStdDev{ 0., 0. }
    , fChargeAverage{ 0., 0. }
    , fMultipleHitDensity(0.)
    , fWidth(0.)
    , fID(InvalidID)
    , fView(geo::kUnknown)
    , fPlaneID()
  {} // Cluster::Cluster()

recob::Cluster::Cluster	(	float	start_wire,
		float	sigma_start_wire,
		float	start_tick,
		float	sigma_start_tick,
		float	start_charge,
		float	start_angle,
		float	start_opening,
		float	end_wire,
		float	sigma_end_wire,
		float	end_tick,
		float	sigma_end_tick,
		float	end_charge,
		float	end_angle,
		float	end_opening,
		float	integral,
		float	integral_stddev,
		float	summedADC,
		float	summedADC_stddev,
		unsigned int	n_hits,
		float	multiple_hit_density,
		float	width,
		ID_t	ID,
		geo::View_t	view,
		geo::PlaneID const &	plane,
		SentryArgument_t	sentry = Sentry
	)

Constructor: assigns all the fields.

Parameters

start_wire	wire coordinate of the start of the cluster
sigma_start_wire	uncertainty on start_wire
start_tick	tick coordinate of the start of the cluster
sigma_start_tick	uncertainty on start_tick
start_charge	charge on the start wire
start_angle	angle of the start of the cluster, in [-pi,pi]
start_opening	opening angle at the start of the cluster
end_wire	wire coordinate of the end of the cluster
sigma_end_wire	uncertainty on end_wire
end_tick	tick coordinate of the end of the cluster
sigma_end_tick	uncertainty on end_tick
end_charge	charge on the end wire
end_angle	angle of the end of the cluster, in [-pi,pi]
end_opening	opening angle at the end of the cluster
integral	total charge from fitted shape of hits
integral_stddev	standard deviation of hit charge from fitted shape
summedADC	total charge from signal ADC of hits
summedADC_stddev	standard deviation of signal ADC of hits
n_hits	number of hits in the cluster
multiple_hit_density	density of wires with more than one hit
width	a measure of the cluster width
ID	cluster ID
view	view for this cluster
plane	location of the start of the cluster
sentry	a sentry instance

Coordinates are in homogenized units.

See the documentation of the relative data members for more details on the definition and constraints of the various constructor arguments.

Note

The sentry parameter can be optionally specified so that the compiler will realize if the number of parameters in the constructor has varied.

Definition at line 56 of file Cluster.cxx.

References ChargeAverage(), ChargeStdDev(), Cluster(), cmADC, cmFirstMode, cmFit, EndTick(), EndWire(), fAngles, fChargeAverage, fChargeStdDev, fChargeSum, fEndCharges, fEndTicks, fID, fMultipleHitDensity, fNHits, fOpeningAngles, fPlaneID, fSigmaEndTicks, fSigmaEndWires, fView, fWidth, hasPlane(), ID(), Integral(), InvalidID, max, min, NChargeModes, NHits(), operator+(), fhicl::other, Plane(), geo::sqr(), StartTick(), StartWire(), SummedADC(), and View().

    : fNHits(n_hits)
    , fEndWires{ start_wire, end_wire }
    , fSigmaEndWires{ sigma_start_wire, sigma_end_wire }
    , fEndTicks{ start_tick, end_tick }
    , fSigmaEndTicks{ sigma_start_tick, sigma_end_tick }
    , fEndCharges{ start_charge, end_charge }
    , fAngles{ start_angle, end_angle }
    , fOpeningAngles{ start_opening, end_opening }
    , fChargeSum{ integral, summedADC }
    , fChargeStdDev{ integral_stddev, summedADC_stddev }
    , fChargeAverage{}
    , fMultipleHitDensity(multiple_hit_density)
    , fWidth(width)
    , fID(ID)
    , fView(view)
    , fPlaneID(plane)
  {
    
    for (unsigned int mode = cmFirstMode; mode < NChargeModes; ++mode)
      fChargeAverage[mode] = (fNHits > 0)? fChargeSum[mode] / fNHits: 0.;
    
  } // Cluster::Cluster(float...)

recob::Cluster::Cluster ( Cluster const &  )

default

Copy constructor: automatically generated.

recob::Cluster::Cluster ( Cluster &&  from )

inline

Move constructor: as copy, but source cluster gets an invalid ID.

Definition at line 255 of file Cluster.h.

References fID, InvalidID, and operator=().

: Cluster(from) { from.fID = InvalidID; }

recob::Cluster::~Cluster ( )

default

Destructor: automatically generated.

Referenced by operator=().

Member Function Documentation

float recob::Cluster::Angle ( ClusterEnds_t  side ) const

inline

Returns the angle at either end of the cluster.

Parameters

side	clStart for start, clEnd for end of the cluster

Returns

angle in radians

See also

StartAngle(), EndAngle()

The angle of the group of hits at the specified position of the cluster is returned, defined and so that (or, more precisely, angle = atan2(dT, dW)). The elements are expressed in physical distances and therefore this represents a physical angle on the plane orthogonal to the wires in the view and containing the drift direction ("x"); the angle is 0 or when lying on the wire plane, when pointing into/from the wire plane. The angle is pointing so that increasing wire number yields positive . This value can be result of extrapolation or average from a range of hits.

Definition at line 569 of file Cluster.h.

Referenced by cluster::ClusterMerger::AdoptEnd().

{ return fAngles[side]; }

float recob::Cluster::Angle ( unsigned int  side ) const

inline

Returns the angle at either end of the cluster.

Parameters

side	clStart for start, clEnd for end of the cluster

Returns

angle in radians

See also

StartAngle(), EndAngle()

The angle of the group of hits at the specified position of the cluster is returned, defined and so that (or, more precisely, angle = atan2(dT, dW)). The elements are expressed in physical distances and therefore this represents a physical angle on the plane orthogonal to the wires in the view and containing the drift direction ("x"); the angle is 0 or when lying on the wire plane, when pointing into/from the wire plane. The angle is pointing so that increasing wire number yields positive . This value can be result of extrapolation or average from a range of hits.

Definition at line 570 of file Cluster.h.

{ return fAngles[side]; }

float recob::Cluster::Charge ( ChargeMode_t  mode ) const

inline

Returns the total charge of the cluster.

---

Parameters

mode	cmFit to use fitted hit shape, cmADC for signal ADCs

Returns

total charge of the cluster, in ADC counts

See also

ChargeStdDev(), ChargeAverage(), SummedADC(), Integral()

The total charge is computed as the sum of the charge of all the hits. The charge of a single hit comes from the fitted hit shape (recob::Hit::Integral()) for cmFit, and signal ADC counts (recob::Hit::SummedADC()) for cmADC.

Note

Cluster class older than version 14 had a Charge() method too; the new one is not strictly equivalent, although in practice replacing the old Charge() with Charge(cmFit) should do the trick. The recommended update is to use Integral() instead.

Definition at line 676 of file Cluster.h.

{ return fChargeSum[mode]; }

float recob::Cluster::Charge ( unsigned int  mode ) const

inline

Returns the total charge of the cluster.

---

Parameters

mode	cmFit to use fitted hit shape, cmADC for signal ADCs

Returns

total charge of the cluster, in ADC counts

See also

ChargeStdDev(), ChargeAverage(), SummedADC(), Integral()

The total charge is computed as the sum of the charge of all the hits. The charge of a single hit comes from the fitted hit shape (recob::Hit::Integral()) for cmFit, and signal ADC counts (recob::Hit::SummedADC()) for cmADC.

Note

Cluster class older than version 14 had a Charge() method too; the new one is not strictly equivalent, although in practice replacing the old Charge() with Charge(cmFit) should do the trick. The recommended update is to use Integral() instead.

Definition at line 677 of file Cluster.h.

{ return fChargeSum[mode]; }

float recob::Cluster::ChargeAverage ( ChargeMode_t  mode ) const

inline

Returns the average charge of the cluster hits.

Returns

average of the charge of the cluster hits, in ADC counts

See also

Charge(), ChargeStdDev(), SummedADCaverage(), IntegralAverage()

The charge of a single hit comes from the fitted hit shape (recob::Hit::Integral()) for cmFit, and signal ADC counts (recob::Hit::SummedADC()) for cmADC. It should return 0 if no hit is available.

Definition at line 708 of file Cluster.h.

Referenced by Cluster().

        { return fChargeAverage[mode]; }

float recob::Cluster::ChargeAverage ( unsigned int  mode ) const

inline

Returns the average charge of the cluster hits.

Returns

average of the charge of the cluster hits, in ADC counts

See also

Charge(), ChargeStdDev(), SummedADCaverage(), IntegralAverage()

The charge of a single hit comes from the fitted hit shape (recob::Hit::Integral()) for cmFit, and signal ADC counts (recob::Hit::SummedADC()) for cmADC. It should return 0 if no hit is available.

Definition at line 710 of file Cluster.h.

        { return fChargeAverage[mode]; }

float recob::Cluster::ChargeStdDev ( ChargeMode_t  mode ) const

inline

Returns the standard deviation of charge of the cluster hits.

Returns

standard deviation of charge of the cluster hits, in ADC counts

See also

Charge(), ChargeAverage(), SummedADCstdDev(), IntegralStdDev()

The charge of a single hit comes from the fitted hit shape (recob::Hit::Integral()) for cmFit, and signal ADC counts (recob::Hit::SummedADC()) for cmADC. It should return 0 if less than two hits are available.

Definition at line 691 of file Cluster.h.

Referenced by Cluster().

        { return fChargeStdDev[mode]; }

float recob::Cluster::ChargeStdDev ( unsigned int  mode ) const

inline

Returns the standard deviation of charge of the cluster hits.

Returns

standard deviation of charge of the cluster hits, in ADC counts

See also

Charge(), ChargeAverage(), SummedADCstdDev(), IntegralStdDev()

The charge of a single hit comes from the fitted hit shape (recob::Hit::Integral()) for cmFit, and signal ADC counts (recob::Hit::SummedADC()) for cmADC. It should return 0 if less than two hits are available.

Definition at line 693 of file Cluster.h.

        { return fChargeStdDev[mode]; }

float recob::Cluster::EdgeCharge ( ClusterEnds_t  side ) const

inline

Returns the charge on the first or last wire of the cluster.

Parameters

side	clStart for start, clEnd for end of the cluster

Returns

charge on the requested wire in ADC counts, negative if not available

See also

StartCharge(), EndCharge()

The returned value is in unit of ADC count, although it may be fractional. This value can be result of extrapolation or average from a range of hits.

Definition at line 544 of file Cluster.h.

Referenced by cluster::ClusterMerger::AdoptEnd().

{ return fEndCharges[side]; }

float recob::Cluster::EdgeCharge ( unsigned int  side ) const

inline

Returns the charge on the first or last wire of the cluster.

Parameters

side	clStart for start, clEnd for end of the cluster

Returns

charge on the requested wire in ADC counts, negative if not available

See also

StartCharge(), EndCharge()

The returned value is in unit of ADC count, although it may be fractional. This value can be result of extrapolation or average from a range of hits.

Definition at line 545 of file Cluster.h.

{ return fEndCharges[side]; }

float recob::Cluster::EndAngle ( ) const

inline

Returns the ending angle of the cluster.

Returns

angle in radians

See also

StartAngle(), Angle()

The angle of the group of hits at the end position of the cluster is returned, defined and so that (or, more precisely, angle = atan2(dT, dW)). The elements are expressed in physical distances and therefore this represents a physical angle on the plane orthogonal to the wires in the view and containing the drift direction ("x"); the angle is 0 or when lying on the wire plane, when pointing into/from the wire plane. The angle is pointing toward the outside of the cluster (that is, is positive going toward the last wire). This value can be result of extrapolation or average from a range of hits.

Definition at line 519 of file Cluster.h.

References clEnd.

Referenced by trkf::CCTrackMaker::produce().

{ return fAngles[clEnd]; }

float recob::Cluster::EndCharge ( ) const

inline

Returns the charge on the last wire of the cluster.

Returns

charge on the last wire in ADC counts, negative if not available

See also

StartCharge(), EdgeCharge()

The returned value is in unit of ADC count, although it may be fractional. This value can be result of extrapolation or average from a range of hits.

Definition at line 498 of file Cluster.h.

References clEnd.

Referenced by trkf::CCTrackMaker::produce().

{ return fEndCharges[clEnd]; }

float recob::Cluster::EndOpeningAngle ( ) const

inline

Returns the opening angle at the end of the cluster.

Returns

opening angle in radians

See also

StartOpeningAngle(), OpeningAngle()

The returned value is from homogenized coordinates and in the range .

Definition at line 529 of file Cluster.h.

References clEnd.

{ return fOpeningAngles[clEnd]; }

float recob::Cluster::EndTick ( ) const

inline

Returns the tick coordinate of the end of the cluster.

Returns

tick coordinate of the end of the cluster (may be fractional)

See also

StartTick(), TickCoord(), EndWire()

The "end" of the cluster is, in the more ambiguous cluster shapes, defined as an alternative cluster start. The tick coordinate is in tick units (the homogenized coordinate), but can have a fractional part describing the relative time from the previous tick.

Definition at line 342 of file Cluster.h.

References clEnd.

Referenced by Cluster(), filter::MuonFilter::filter(), shwf::ShowerReco::GetVertexAndAnglesFromCluster(), recob::operator<(), recob::operator<<(), cosmic::CosmicClusterTagger::produce(), and trkf::CCTrackMaker::produce().

{ return fEndTicks[clEnd]; }

float recob::Cluster::EndWire ( ) const

inline

Returns the wire coordinate of the end of the cluster.

---

Returns

wire coordinate of the end of the cluster (may lie between wires)

See also

StartWire(), WireCoord(), EndTick()

The "end" of the cluster is, in the more ambiguous cluster shapes, defined as an alternative cluster start. The wire coordinate is in wire units (the homogenized coordinate), but can have a fractional part describing the relative distance from the previous wire.

Definition at line 329 of file Cluster.h.

References clEnd.

Referenced by cluster::ClusterMerger::Add(), Cluster(), filter::MuonFilter::filter(), shwf::ShowerReco::GetVertexAndAnglesFromCluster(), recob::operator<<(), and trkf::CCTrackMaker::produce().

{ return fEndWires[clEnd]; }

bool recob::Cluster::hasPlane ( ) const

inline

Returns whether geometry plane is valid.

Definition at line 749 of file Cluster.h.

References geo::CryostatID::isValid.

Referenced by cluster::ClusterMerger::Add(), Cluster(), and recob::operator<().

{ return fPlaneID.isValid; }

ID_t recob::Cluster::ID ( ) const

inline

Identifier of this cluster.

Returns

the identifier of this cluster

See also

isValid()

The identifier should be unique per event and per algorithm. An invalid cluster can be defined by having an ID Cluster::InvalidID.

Definition at line 738 of file Cluster.h.

References fID.

Referenced by cluster::ClusterMatchAlg::AppendClusterInfo(), calo::LinearEnergyAlg::CalculateEnergy(), Cluster(), isValid(), recob::operator<(), recob::operator<<(), cluster::LineMerger::produce(), and shwf::ShowerFinder::produce().

{ return fID; }

float recob::Cluster::Integral ( ) const

inline

Returns the total charge of the cluster from hit shape.

---

Returns

total charge of the cluster from hit shape, in ADC counts

See also

IntegralStdDev(), IntegralAverage(), SummedADC(), Charge()

The total charge is computed as the sum of the charge of all the hits. The charge of a single hit includes the hit shape (fit) and is obtained by recob::Hit::Integral().

Definition at line 600 of file Cluster.h.

References cmFit.

Referenced by Cluster(), recob::operator<<(), and trkf::CCTrackMaker::produce().

{ return fChargeSum[cmFit]; }

float recob::Cluster::IntegralAverage ( ) const

inline

Returns the average charge of the cluster hits.

Returns

average of the charge of the cluster hits, in ADC counts

See also

Integral(), IntegralStdDev(), SummedADCaverage(), ChargeAverage()

The charge of a single hit includes the hit shape (fit) and is obtained by recob::Hit::Integral(). It should return 0 if no hit is available.

Definition at line 622 of file Cluster.h.

References cmFit.

{ return fChargeAverage[cmFit]; }

float recob::Cluster::IntegralStdDev ( ) const

inline

Returns the standard deviation of the charge of the cluster hits.

Returns

standard deviation of the charge of the cluster hits, in ADC counts

See also

Integral(), IntegralAverage(), SummedADCstdDev(), ChargeStdDev()

The charge of a single hit includes the hit shape (fit) and is obtained by recob::Hit::Integral(). It should return 0 if less than two hits are available.

Definition at line 611 of file Cluster.h.

References cmFit.

{ return fChargeStdDev[cmFit]; }

bool recob::Cluster::isValid ( ) const

inline

Returns if the cluster is valid (that is, if its ID is not invalid)

Definition at line 753 of file Cluster.h.

References ID(), InvalidID, operator<, and operator<<.

Referenced by cluster::ClusterMerger::Add().

{ return ID() != InvalidID; }

float recob::Cluster::MultipleHitDensity ( ) const

inline

Density of wires in the cluster with more than one hit.

Returns

density of wires in the cluster with more than one hit

Returns a quantity defined as NMultiHitWires / Length, where NMultiHitWires is the number of wires which have more than just one hit amd Length is an estimation of the length of the cluster, in centimetres.

Definition at line 723 of file Cluster.h.

References fMultipleHitDensity.

{ return fMultipleHitDensity; }

unsigned int recob::Cluster::NHits ( ) const

inline

Number of hits in the cluster.

Definition at line 275 of file Cluster.h.

References fNHits.

Referenced by Cluster(), and recob::operator<<().

{ return fNHits; }

float recob::Cluster::OpeningAngle ( ClusterEnds_t  side ) const

inline

Returns the opening angle at either end of the cluster.

Returns

opening angle in radians

See also

StartOpeningAngle(), EndOpeningAngle()

The returned value is from homogenized coordinates and in the range . This value can be result of extrapolation or average from a range of hits.

Definition at line 584 of file Cluster.h.

Referenced by cluster::ClusterMerger::AdoptEnd().

        { return fOpeningAngles[side]; }

float recob::Cluster::OpeningAngle ( unsigned int  side ) const

inline

Returns the opening angle at either end of the cluster.

Returns

opening angle in radians

See also

StartOpeningAngle(), EndOpeningAngle()

The returned value is from homogenized coordinates and in the range . This value can be result of extrapolation or average from a range of hits.

Definition at line 586 of file Cluster.h.

        { return fOpeningAngles[side]; }

Cluster& recob::Cluster::operator= ( Cluster const &  )

default

Copy assignment: automatically generated.

Referenced by Cluster(), and operator=().

Cluster& recob::Cluster::operator= ( Cluster &&  from )

inline

Move assignment: as copy, but source cluster gets an invalid ID.

Definition at line 261 of file Cluster.h.

References InvalidID, operator=(), and ~Cluster().

        {
          if (&from != this) { operator=(from); from.fID = InvalidID; }
          return *this;
        }

geo::PlaneID recob::Cluster::Plane ( ) const

inline

Returns the plane ID this cluster lies on.

Definition at line 744 of file Cluster.h.

References fPlaneID.

Referenced by cluster::ClusterMerger::Add(), calo::LinearEnergyAlg::CalculateEnergy(), shower::EMShowerAlg::CheckShowerPlanes(), Cluster(), filter::MuonFilter::filter(), recob::operator<(), and recob::operator<<().

{ return fPlaneID; }

float recob::Cluster::SigmaEndTick ( ) const

inline

Returns the uncertainty on tick coordinate of the end of the cluster.

Returns

uncertainty on tick coordinate of the end of the cluster

See also

EndTick()

The tick uncertainty is in tick units (as for EndTick()).

Definition at line 360 of file Cluster.h.

References clEnd.

{ return fSigmaEndTicks[clEnd]; }

float recob::Cluster::SigmaEndWire ( ) const

inline

Returns the uncertainty on wire coordinate of the end of the cluster.

Returns

uncertainty on wire coordinate of the end of the cluster

See also

EndWire()

The wire uncertainty is in wire units (as for EndWire()).

Definition at line 351 of file Cluster.h.

References clEnd.

{ return fSigmaEndWires[clEnd]; }

float recob::Cluster::SigmaStartTick ( ) const

inline

Returns the uncertainty on tick coordinate of the start of the cluster.

Returns

uncertainty on tick coordinate of the start of the cluster

See also

StartTick()

The tick uncertainty is in tick units (as for StartTick()).

Definition at line 315 of file Cluster.h.

References clStart.

Referenced by shwf::ShowerReco::GetVertexAndAnglesFromCluster().

{ return fSigmaEndTicks[clStart]; }

float recob::Cluster::SigmaStartWire ( ) const

inline

Returns the uncertainty on wire coordinate of the start of the cluster.

Returns

uncertainty on wire coordinate of the start of the cluster

See also

StartWire()

The wire uncertainty is in wire units (as for StartWire()).

Definition at line 306 of file Cluster.h.

References clStart.

Referenced by shwf::ShowerReco::GetVertexAndAnglesFromCluster().

{ return fSigmaEndWires[clStart]; }

float recob::Cluster::SigmaTickCoord ( ClusterEnds_t  side ) const

inline

Returns the uncertainty on tick coordinate of one of the end sides of the cluster.

Parameters

side	clStart for start, clEnd for end of the cluster

Returns

uncertainty on tick coordinate of the requested end of the cluster

See also

SigmaStartTick(), SigmaEndTick(), SigmaWireCoord(), TimeCoord()

Usage of this method is similar to TimeCoord().

Definition at line 440 of file Cluster.h.

Referenced by cluster::ClusterMerger::AdoptEnd().

{ return fSigmaEndTicks[side]; }

float recob::Cluster::SigmaTickCoord ( unsigned int  side ) const

inline

Returns the uncertainty on tick coordinate of one of the end sides of the cluster.

Parameters

side	clStart for start, clEnd for end of the cluster

Returns

uncertainty on tick coordinate of the requested end of the cluster

See also

SigmaStartTick(), SigmaEndTick(), SigmaWireCoord(), TimeCoord()

Usage of this method is similar to TimeCoord().

Definition at line 441 of file Cluster.h.

{ return fSigmaEndTicks[side]; }

float recob::Cluster::SigmaWireCoord ( ClusterEnds_t  side ) const

inline

Returns the uncertainty on wire coordinate of one of the end sides of the cluster.

Parameters

side	clStart for start, clEnd for end of the cluster

Returns

uncertainty on wire coordinate of the requested end of the cluster

See also

SigmaStartWire(), SigmaEndWire(), SigmaTickCoord(), TimeCoord()

Usage of this method is similar to WireCoord().

Definition at line 427 of file Cluster.h.

Referenced by cluster::ClusterMerger::AdoptEnd().

{ return fSigmaEndWires[side]; }

float recob::Cluster::SigmaWireCoord ( unsigned int  side ) const

inline

Returns the uncertainty on wire coordinate of one of the end sides of the cluster.

Parameters

side	clStart for start, clEnd for end of the cluster

Returns

uncertainty on wire coordinate of the requested end of the cluster

See also

SigmaStartWire(), SigmaEndWire(), SigmaTickCoord(), TimeCoord()

Usage of this method is similar to WireCoord().

Definition at line 428 of file Cluster.h.

{ return fSigmaEndWires[side]; }

float recob::Cluster::StartAngle ( ) const

inline

Returns the starting angle of the cluster.

Returns

angle in radians

See also

EndAngle(), Angle()

The angle of the group of hits at the start position of the cluster is returned, defined and so that (or, more precisely, angle = atan2(dT, dW)). The elements are expressed in physical distances and therefore this represents a physical angle on the plane orthogonal to the wires in the view and containing the drift direction ("x"); the angle is 0 or when lying on the wire plane, when pointing into/from the wire plane. The angle is pointing toward the inside of the cluster (that is, is positive going from the first wire on). This value can be result of extrapolation or average from a range of hits.

Definition at line 475 of file Cluster.h.

References clStart.

Referenced by shwf::ShowerReco::GetVertexAndAnglesFromCluster(), trkf::SpacePts::produce(), and trkf::CCTrackMaker::produce().

{ return fAngles[clStart]; }

float recob::Cluster::StartCharge ( ) const

inline

Returns the charge on the first wire of the cluster.

---

Returns

charge on the first wire in ADC counts, negative if not available

See also

EndCharge(), EdgeCharge()

The returned value is in unit of ADC count, although it may be fractional. This value can be result of extrapolation or average from a range of hits.

Definition at line 454 of file Cluster.h.

References clStart.

Referenced by trkf::CCTrackMaker::produce().

{ return fEndCharges[clStart]; }

float recob::Cluster::StartOpeningAngle ( ) const

inline

Returns the opening angle at the start of the cluster.

Returns

opening angle in radians

See also

EndOpeningAngle(), OpeningAngle()

The returned value is from physical coordinates and in the range .

Definition at line 485 of file Cluster.h.

References clStart.

{ return fOpeningAngles[clStart]; }

float recob::Cluster::StartTick ( ) const

inline

Returns the tick coordinate of the start of the cluster.

Returns

tick coordinate of the start of the cluster (may br fractional)

See also

EndTick(), TickCoord(), StartWire()

The tick coordinate is in tick units (the homogenized coordinate), but can have a fractional part describing the relative time from the previous tick.

Definition at line 297 of file Cluster.h.

References clStart.

Referenced by Cluster(), filter::MuonFilter::filter(), shwf::ShowerReco::GetVertexAndAnglesFromCluster(), recob::operator<(), recob::operator<<(), trkf::SpacePts::produce(), cosmic::CosmicClusterTagger::produce(), and trkf::CCTrackMaker::produce().

{ return fEndTicks[clStart]; }

float recob::Cluster::StartWire ( ) const

inline

Returns the wire coordinate of the start of the cluster.

---

Returns

wire coordinate of the start of the cluster (may lie between wires)

See also

EndWire(), WireCoord(), StartTick()

The wire coordinate is in wire units (the homogenized coordinate), but can have a fractional part describing the relative distance from the previous wire.

Definition at line 286 of file Cluster.h.

References clStart.

Referenced by cluster::ClusterMerger::Add(), Cluster(), filter::MuonFilter::filter(), shwf::ShowerReco::GetVertexAndAnglesFromCluster(), recob::operator<<(), trkf::SpacePts::produce(), and trkf::CCTrackMaker::produce().

{ return fEndWires[clStart]; }

float recob::Cluster::SummedADC ( ) const

inline

Returns the total charge of the cluster from signal ADC counts.

---

Returns

total charge of the cluster from signal ADC, in ADC counts

See also

SummedADCstdDev(), SummedADCaverage(), Integral(), Charge()

The total charge is computed as the sum of the charge of all the hits. The charge of a single hit includes the signal ADC counts and is obtained by recob::Hit::SummedADC().

Definition at line 634 of file Cluster.h.

References cmADC.

Referenced by Cluster(), and recob::operator<<().

{ return fChargeSum[cmADC]; }

float recob::Cluster::SummedADCaverage ( ) const

inline

Returns the average signal ADC counts of the cluster hits.

Returns

average of the signal of the cluster hits, in ADC counts

See also

SummedADC(), SummedADCstdDev(), IntegralAverage(), ChargeAverage()

The charge of a single hit includes the signal ADC counts and is obtained by recob::Hit::SummedADC(). It should return 0 if no hit is available.

Definition at line 656 of file Cluster.h.

References cmADC.

{ return fChargeAverage[cmADC]; }

float recob::Cluster::SummedADCstdDev ( ) const

inline

Returns the standard deviation of the signal ADC counts of the cluster hits.

Returns

standard deviation of the signal of the cluster hits, in ADC counts

See also

SummedADC(), SummedADCaverage(), IntegralStdDev(), ChargeStdDev()

The charge of a single hit includes the signal ADC counts and is obtained by recob::Hit::SummedADC(). It should return 0 if less than two hits are available.

Definition at line 645 of file Cluster.h.

References cmADC.

{ return fChargeStdDev[cmADC]; }

float recob::Cluster::TickCoord ( ClusterEnds_t  side ) const

inline

Returns the tick coordinate of one of the end sides of the cluster.

Parameters

side	clStart for start, clEnd for end of the cluster

Returns

tick coordinate of the requested end of the cluster (may be fractional)

See also

StartTick(), EndTick(), WireCoord()

The tick coordinate is in tick units (the homogenized coordinate), but can have a fractional part describing the relative time from the previous tick.

For algorithms not distinguishing start and end, all the ends can be tested by the loop:

for (unsigned int side = recob::Cluster::clFirstEnd;
  side < recob::Cluster::NEnds; ++side)
{
  float wire = cluster.WireCoord(side);
  float tick = cluster.TickCoord(side);
  // ...
} // for

Definition at line 413 of file Cluster.h.

Referenced by cluster::ClusterMerger::AdoptEnd().

{ return fEndTicks[side]; }

float recob::Cluster::TickCoord ( unsigned int  side ) const

inline

Returns the tick coordinate of one of the end sides of the cluster.

Parameters

side	clStart for start, clEnd for end of the cluster

Returns

tick coordinate of the requested end of the cluster (may be fractional)

See also

StartTick(), EndTick(), WireCoord()

The tick coordinate is in tick units (the homogenized coordinate), but can have a fractional part describing the relative time from the previous tick.

For algorithms not distinguishing start and end, all the ends can be tested by the loop:

for (unsigned int side = recob::Cluster::clFirstEnd;
  side < recob::Cluster::NEnds; ++side)
{
  float wire = cluster.WireCoord(side);
  float tick = cluster.TickCoord(side);
  // ...
} // for

Definition at line 414 of file Cluster.h.

{ return fEndTicks[side]; }

geo::View_t recob::Cluster::View ( ) const

inline

Returns the view for this cluster.

Definition at line 741 of file Cluster.h.

References fView.

Referenced by cluster::ClusterMerger::Add(), cluster::ClusterPCA::analyze(), cluster::ClusterMatchAlg::AppendClusterInfo(), Cluster(), trkf::BezierTrackerModule::GetHitsFromClusters(), trkf::SeedFinderModule::GetSortedHitsFromClusters(), recob::operator<(), recob::operator<<(), trkf::SpacePointFinder::produce(), trkf::SpacePointCheater::produce(), cluster::LineMerger::produce(), trkf::SpacePts::produce(), and trkf::Track3Dreco::produce().

{ return fView; }

float recob::Cluster::Width ( ) const

inline

A measure of the cluster width, in homogenized units.

Definition at line 727 of file Cluster.h.

References fWidth.

Referenced by cluster::ClusterMerger::Add(), and recob::operator<<().

{ return fWidth; }

float recob::Cluster::WireCoord ( ClusterEnds_t  side ) const

inline

Returns the wire coordinate of one of the end sides of the cluster.

---

Parameters

side	clStart for start, clEnd for end of the cluster

Returns

wire coordinate of the requested end of the cluster (may lie between wires)

See also

StartWire(), EndWire(), TickCoord()

The wire coordinate is in wire units (the homogenized coordinate), but can have a fractional part describing the relative distance from the previous wire.

For algorithms not distinguishing start and end, all the ends can be tested by the loop:

for (unsigned int side = recob::Cluster::clFirstEnd;
  side < recob::Cluster::NEnds; ++side)
{
  float wire = cluster.WireCoord(side);
  float tick = cluster.TickCoord(side);
  // ...
} // for

Definition at line 386 of file Cluster.h.

Referenced by cluster::ClusterMerger::AdoptEnd().

{ return fEndWires[side]; }

float recob::Cluster::WireCoord ( unsigned int  side ) const

inline

Number of hits in the cluster.

Definition at line 387 of file Cluster.h.

{ return fEndWires[side]; }

Friends And Related Function Documentation

bool operator< ( Cluster const &  a, Cluster const &  b  )

friend

Definition at line 196 of file Cluster.cxx.

Referenced by isValid().

                                                       {
    
    if (a.hasPlane() && b.hasPlane() && a.Plane() != b.Plane())
      return a.Plane() < b.Plane();
    if (a.View() != b.View())
      return a.View() < b.View();
    if (a.ID() != b. ID())
      return a.ID() < b.ID();
    if (a.StartTick() != b.StartTick())
      return a.StartTick() < b.StartTick();
    if (a.EndTick() != b.EndTick())
      return a.EndTick() < b.EndTick();
    
    return false; // they are equal enough
  } // operator < (Cluster, Cluster)

std::ostream& operator<< ( std::ostream &  o, Cluster const &  c  )

friend

Definition at line 173 of file Cluster.cxx.

Referenced by isValid().

                                                           {
    o << std::setiosflags(std::ios::fixed) << std::setprecision(2);
    o << "Cluster ID "     << std::setw(5)  << std::right << c.ID()
      << " : Cryo = "      << std::setw(3)  << std::right << c.Plane().Cryostat
      << " TPC = "         << std::setw(3)  << std::right << c.Plane().TPC
      << " Plane = "       << std::setw(3)  << std::right << c.Plane().Plane
      << " View = "        << std::setw(3)  << std::right << c.View() 
      << " StartWire = "   << std::setw(7)  << std::right << c.StartWire()
      << " EndWire = "     << std::setw(7)  << std::right << c.EndWire()
      << " StartTime = "   << std::setw(9)  << std::right << c.StartTick()
      << " EndTime = "     << std::setw(9)  << std::right << c.EndTick()
      << " N hits =      " << std::setw(5)  << std::right << c.NHits()
      << " Width =       " << std::setw(5)  << std::right << c.Width()
      << " Charge(fit) = " << std::setw(10) << std::right << c.Integral()
      << " Charge(ADC) = " << std::setw(10) << std::right << c.SummedADC()
      ;
    return o;
  } // operator<< (ostream, Cluster)

Member Data Documentation

float recob::Cluster::fAngles[NEnds]

private

Angle of the start and end of the cluster, defined in [-pi,pi] and so that tan(angle) = dT/dW (or, more precisely, angle = atan2(dT, dW)). The elements are expressed in physical distances and therefore this represents a physical angle on the plane orthogonal to the wires in the view and containing the drift direction ("x"); the angle is 0 or when lying on the wire plane, when pointing into/from the wire plane. Index is intended to be of type ClusterEnds_t.

Definition at line 130 of file Cluster.h.

Referenced by Cluster().

float recob::Cluster::fChargeAverage[NChargeModes]

private

Standard deviation of the charge of hits. Index is intended to be of type ChargeMode_t Average of the charge of all hits in the cluster (fChargeSum/NHits()). Index is intended to be of type ChargeMode_t

Definition at line 153 of file Cluster.h.

Referenced by Cluster().

float recob::Cluster::fChargeStdDev[NChargeModes]

private

Standard deviation of the charge of hits. Index is intended to be of type ChargeMode_t Average of the charge of all hits in the cluster (fChargeSum/NHits()). Index is intended to be of type ChargeMode_t

Definition at line 149 of file Cluster.h.

Referenced by Cluster().

float recob::Cluster::fChargeSum[NChargeModes]

private

Standard deviation of the charge of hits. Index is intended to be of type ChargeMode_t Average of the charge of all hits in the cluster (fChargeSum/NHits()). Index is intended to be of type ChargeMode_t

Definition at line 145 of file Cluster.h.

Referenced by Cluster().

float recob::Cluster::fEndCharges[NEnds]

private

Charge on the start and end wire of the cluster. This value can be result of extrapolation or average from a range of hits. index is intended to be of type ClusterEnds_t.

Definition at line 120 of file Cluster.h.

Referenced by Cluster().

float recob::Cluster::fEndTicks[NEnds]

private

Tick coordinate of the start and end of the cluster (may be set between ticks); index is intended to be of type ClusterEnds_t.

Definition at line 111 of file Cluster.h.

Referenced by Cluster().

float recob::Cluster::fEndWires[NEnds]

private

Uncertainty on wire coordinate of the start and end of the cluster; index is intended to be of type ClusterEnds_t.

Definition at line 103 of file Cluster.h.

ID_t recob::Cluster::fID

private

Identifier of this cluster. It should be unique per event and per algorithm. An invalid cluster can be defined by having an ID Cluster::InvalidID.

Definition at line 165 of file Cluster.h.

Referenced by Cluster(), and ID().

float recob::Cluster::fMultipleHitDensity

private

Density of wires in the cluster with more than one hit.

Definition at line 157 of file Cluster.h.

Referenced by Cluster(), and MultipleHitDensity().

unsigned int recob::Cluster::fNHits

private

Number of hits in the cluster.

Definition at line 97 of file Cluster.h.

Referenced by Cluster(), and NHits().

float recob::Cluster::fOpeningAngles[NEnds]

private

Opening angle of the cluster shape at the start and end of the cluster. The coordinates are expressed in physical distances and therefore this represents a physical opening angle on the plane orthogonal to the wires in the view and containing the drift direction ("x"). Index is intended to be of type ClusterEnds_t.

Definition at line 137 of file Cluster.h.

Referenced by Cluster().

geo::PlaneID recob::Cluster::fPlaneID

private

Location of the start of the cluster.

Definition at line 170 of file Cluster.h.

Referenced by Cluster(), and Plane().

float recob::Cluster::fSigmaEndTicks[NEnds]

private

Uncertainty on tick coordinate of the start and end of the cluster; index is intended to be of type ClusterEnds_t.

Definition at line 115 of file Cluster.h.

Referenced by Cluster().

float recob::Cluster::fSigmaEndWires[NEnds]

private

Uncertainty on wire coordinate of the start and end of the cluster; index is intended to be of type ClusterEnds_t.

Definition at line 107 of file Cluster.h.

Referenced by Cluster().

geo::View_t recob::Cluster::fView

private

View for this cluster.

Definition at line 168 of file Cluster.h.

Referenced by Cluster(), and View().

float recob::Cluster::fWidth

private

A measure of the cluster width, in homogenized units.

Definition at line 160 of file Cluster.h.

Referenced by Cluster(), and Width().

constexpr ID_t recob::Cluster::InvalidID = -1

static

Value for an invalid cluster ID.

Definition at line 179 of file Cluster.h.

Referenced by Cluster(), isValid(), and operator=().

const Cluster::SentryArgument_t recob::Cluster::Sentry

static

An instance of the sentry object.

Definition at line 182 of file Cluster.h.

Referenced by cluster::ClusterMergeHelper::AppendResult(), lar_pandora::LArPandoraOutput::BuildCluster(), lar_cluster3d::Cluster3D::ConvertToArtOutput(), cluster::HoughBaseAlg::FastTransform(), cluster::SimpleClusterMerger::produce(), cluster::LineCluster::produce(), cluster::ClusterCheater::produce(), cluster::TrajCluster::produce(), cluster::FuzzyClusterMerger::produce(), cluster::DBcluster::produce(), cluster::LineMerger::produce(), cluster::ClusterCrawler::produce(), cluster::fuzzyCluster::produce(), cluster::BlurredClustering::produce(), cluster::SmallClusterFinder::produce(), and evd::GraphCluster::produce().

---

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

• lardataobj/v1_36_00/source/lardataobj/RecoBase/Cluster.h
• lardataobj/v1_36_00/source/lardataobj/RecoBase/Cluster.cxx