fastjet

package
v0.35.0 Latest Latest
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 Go to latest Published: Jun 20, 2024 License: BSD-3-Clause Imports: 4 Imported by: 0

README

fastjet

GoDoc

Simple Go-based implementation of the C++ FastJet library.

Documentation

Overview

Package fastjet is a Go-based implementation of the C++ FastJet library.

Index

Constants

View Source 
const (
	// Used to protect against parton-level events where pt can be zero
	// for some partons, giving rapidity=infinity. KtJet fails in those cases.
	MaxRap = 1e5
)

Variables

This section is empty.

Functions

func Distance 

func Distance(j1, j2 *Jet) float64

Distance returns the squared cylinder (rapidity-phi) distance between 2 jets

func Register 

func Register(name string, plugin Plugin)

Types

type AreaDefinition 

type AreaDefinition struct{}

type Builder 

type Builder interface {
	// InclusiveJets returns all jets (in the sense of
	// the inclusive algorithm) with pt >= ptmin
	InclusiveJets(ptmin float64) ([]Jet, error)

	// Constituents retrieves the constituents of a jet
	Constituents(jet *Jet) ([]Jet, error)
}

Builder builds jets out of 4-vectors

type ByPt 

type ByPt []Jet

ByPt sorts jets by descending Pt

func (ByPt) Len 

func (p ByPt) Len() int

func (ByPt) Less 

func (p ByPt) Less(i, j int) bool

func (ByPt) Swap 

func (p ByPt) Swap(i, j int)

type ClusterSequence 

type ClusterSequence struct {
	// contains filtered or unexported fields
}

func NewClusterSequence 

func NewClusterSequence(jets []Jet, def JetDefinition) (*ClusterSequence, error)

func (*ClusterSequence) Constituents 

func (cs *ClusterSequence) Constituents(jet *Jet) ([]Jet, error)

Constituents retrieves the list of constituents of a given jet

func (*ClusterSequence) ExclusiveJets 

func (cs *ClusterSequence) ExclusiveJets(dcut float64) ([]Jet, error)

func (*ClusterSequence) ExclusiveJetsUpTo 

func (cs *ClusterSequence) ExclusiveJetsUpTo(njets int) ([]Jet, error)

func (*ClusterSequence) InclusiveJets 

func (cs *ClusterSequence) InclusiveJets(ptmin float64) ([]Jet, error)

func (*ClusterSequence) NumExclusiveJets 

func (cs *ClusterSequence) NumExclusiveJets(dcut float64) int

NumExclusiveJets returns the number of exclusive jets that would have been obtained running the algorithm in exclusive mode with the given dcut

type ClusterSequenceArea 

type ClusterSequenceArea struct {
	// contains filtered or unexported fields
}

func NewClusterSequenceArea 

func NewClusterSequenceArea(jets []Jet, def JetDefinition, area AreaDefinition) (*ClusterSequenceArea, error)

func (*ClusterSequenceArea) Area 

func (csa *ClusterSequenceArea) Area(jet *Jet) float64

func (*ClusterSequenceArea) AreaErr 

func (csa *ClusterSequenceArea) AreaErr(jet *Jet) float64

func (*ClusterSequenceArea) ExclusiveJets 

func (cs *ClusterSequenceArea) ExclusiveJets(dcut float64) ([]Jet, error)

func (*ClusterSequenceArea) ExclusiveJetsUpTo 

func (cs *ClusterSequenceArea) ExclusiveJetsUpTo(njets int) ([]Jet, error)

func (*ClusterSequenceArea) InclusiveJets 

func (csa *ClusterSequenceArea) InclusiveJets(ptmin float64) ([]Jet, error)

func (*ClusterSequenceArea) NumExclusiveJets 

func (csa *ClusterSequenceArea) NumExclusiveJets(dcut float64) int

type ClusterSequenceStructure 

type ClusterSequenceStructure struct {
	// contains filtered or unexported fields
}

ClusterSequenceStructure is a ClusterSequence that implements the JetStructure interface.

func (ClusterSequenceStructure) Constituents 

func (css ClusterSequenceStructure) Constituents(jet *Jet) ([]Jet, error)

type DefaultRecombiner 

type DefaultRecombiner struct {
	// contains filtered or unexported fields
}

func NewRecombiner 

func NewRecombiner(scheme RecombinationScheme) DefaultRecombiner

func (DefaultRecombiner) Description 

func (rec DefaultRecombiner) Description() string

func (DefaultRecombiner) Preprocess 

func (rec DefaultRecombiner) Preprocess(jet *Jet) error

func (DefaultRecombiner) Recombine 

func (rec DefaultRecombiner) Recombine(j1, j2 *Jet) (Jet, error)

func (DefaultRecombiner) Scheme 

func (rec DefaultRecombiner) Scheme() RecombinationScheme

type Jet 

type Jet struct {
	fmom.PxPyPzE

	UserInfo UserInfo // holds extra user information for this Jet
	// contains filtered or unexported fields
}

Jet holds minimal information of use for jet-clustering routines

func NewJet 

func NewJet(px, py, pz, e float64) Jet

func (*Jet) Constituents 

func (jet *Jet) Constituents() []Jet

Constituents returns the list of constituents for this jet.

func (*Jet) Phi 

func (jet *Jet) Phi() float64

func (*Jet) Pt2 

func (jet *Jet) Pt2() float64

func (*Jet) Rapidity 

func (jet *Jet) Rapidity() float64

type JetAlgorithm 

type JetAlgorithm int

JetAlgorithm defines the algorithm used for clustering jets 

const (
	UndefinedJetAlgorithm JetAlgorithm = iota
	KtAlgorithm
	CambridgeAlgorithm
	AntiKtAlgorithm
	GenKtAlgorithm
	CambridgeForPassiveAlgorithm
	GenKtForPassiveAlgorithm
	EeKtAlgorithm
	EeGenKtAlgorithm
	PluginAlgorithm

	AachenAlgorithm          = CambridgeAlgorithm
	CambridgeAachenAlgorithm = CambridgeAlgorithm
)

type JetDefinition 

type JetDefinition struct {
	// contains filtered or unexported fields
}

JetDefinition contains a full specification of how to carry out jet clustering.

func NewJetDefinition 

func NewJetDefinition(alg JetAlgorithm, r float64, scheme RecombinationScheme, strategy Strategy) JetDefinition

NewJetDefinition returns a new JetDefinition with the provided configuration.

func NewJetDefinitionExtra 

func NewJetDefinitionExtra(alg JetAlgorithm, r float64, scheme RecombinationScheme, strategy Strategy, extra float64) JetDefinition

NewJetDefinitionExtra returns a new JetDefinition with an extra float64 parameter.

func (JetDefinition) Algorithm 

func (def JetDefinition) Algorithm() JetAlgorithm

func (JetDefinition) Description 

func (def JetDefinition) Description() string

Description returns a string description of the current JetDefinition matching the one from C++ FastJet.

func (JetDefinition) ExtraParam 

func (def JetDefinition) ExtraParam() float64

func (JetDefinition) Plugin 

func (def JetDefinition) Plugin() Plugin

func (JetDefinition) R 

func (def JetDefinition) R() float64

func (JetDefinition) RecombinationScheme 

func (def JetDefinition) RecombinationScheme() RecombinationScheme

func (JetDefinition) Recombiner 

func (def JetDefinition) Recombiner() Recombiner

func (JetDefinition) Strategy 

func (def JetDefinition) Strategy() Strategy

type JetStructure 

type JetStructure interface {
	Constituents(jet *Jet) ([]Jet, error)
}

JetStructure allows to retrieve information related to the clustering.

type Plugin 

type Plugin interface {
	Description() string
	RunClustering(builder Builder) error
	R() float64
}

func GetPlugin 

func GetPlugin(name string) (Plugin, error)

type RecombinationScheme 

type RecombinationScheme int

RecombinationScheme defines the recombination choice for the 4-momenta of pseudo-jets during the clustering procedure 

const (
	EScheme   RecombinationScheme = iota // summing the 4-momenta
	PtScheme                             // pt-weighted recombination of y,phi
	Pt2Scheme                            // pt^2 weighted recombination of y,phi
	EtScheme
	Et2Scheme
	BIPtScheme
	BIPt2Scheme

	ExternalScheme RecombinationScheme = 99
)

func (RecombinationScheme) String 

func (s RecombinationScheme) String() string

type Recombiner 

type Recombiner interface {
	Description() string
	Recombine(j1, j2 *Jet) (Jet, error)
	Preprocess(jet *Jet) error
	Scheme() RecombinationScheme
}

type Strategy 

type Strategy int

Strategy defines the algorithmic strategy used while clustering. 

const (
	N2MinHeapTiledStrategy Strategy = -4
	N2TiledStrategy        Strategy = -3
	N2PoorTiledStrategy    Strategy = -2
	N2PlainStrategy        Strategy = -1
	N3DumbStrategy         Strategy = 0
	BestStrategy           Strategy = 1
	NlnNStrategy           Strategy = 2
	NlnN3piStrategy        Strategy = 3
	NlnN4piStrategy        Strategy = 4
	NlnNCam4piStrategy     Strategy = 14
	NlnNCam2pi2RStrategy   Strategy = 13
	NlnNCamStrategy        Strategy = 12

	PluginStrategy Strategy = 999
)

func (Strategy) String 

func (s Strategy) String() string

type UserInfo 

type UserInfo interface{}

UserInfo holds extra user information in a Jet

Source Files

View all Source files

Directories

Path Synopsis
internal
delaunay
package delaunay contains functions to compute a Delaunay Triangulation
 package delaunay contains functions to compute a Delaunay Triangulation
heap
package heap implements a min-heap for pairs of jets.
 package heap implements a min-heap for pairs of jets.
predicates
package predicates handles the geometric predicates for a delaunay triangulation
 package predicates handles the geometric predicates for a delaunay triangulation

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