#include <acts/blob/sPHENIX/Examples/Algorithms/TrackFindingML/include/ActsExamples/TrackFindingML/AmbiguityResolutionMLDBScanAlgorithm.hpp>

Inheritance diagram for ActsExamples::AmbiguityResolutionMLDBScanAlgorithm:

Collaboration diagram for ActsExamples::AmbiguityResolutionMLDBScanAlgorithm:

Classes
struct	Config

Public Member Functions
	AmbiguityResolutionMLDBScanAlgorithm (Config cfg, Acts::Logging::Level lvl)

ProcessCode	execute (const AlgorithmContext &ctx) const final

const Config &	config () const
	Const access to the config.

Public Member Functions inherited from ActsExamples::AmbiguityResolutionML
	AmbiguityResolutionML (std::string name, Acts::Logging::Level lvl)

Public Member Functions inherited from ActsExamples::IAlgorithm
	IAlgorithm (std::string name, Acts::Logging::Level level=Acts::Logging::INFO)

std::string	name () const override
	The algorithm name.

ProcessCode	internalExecute (const AlgorithmContext &context) final

ProcessCode	initialize () override
	Initialize the algorithm.

ProcessCode	finalize () override
	Finalize the algorithm.

Private Attributes
Config	m_cfg

Acts::AmbiguityTrackClassifier	m_duplicateClassifier

ReadDataHandle < ConstTrackContainer >	m_inputTracks {this, "InputTracks"}

WriteDataHandle < ConstTrackContainer >	m_outputTracks {this, "OutputTracks"}

Additional Inherited Members
Protected Member Functions inherited from ActsExamples::AmbiguityResolutionML
std::multimap< int, std::pair < int, std::vector< int > > >	mapTrackHits (const ConstTrackContainer &tracks, int nMeasurementsMin) const

ConstTrackContainer	prepareOutputTrack (const ConstTrackContainer &tracks, std::vector< int > &goodTracks) const

Detailed Description

Evicts tracks that seem to be duplicated and fake.

The implementation works as follows: 1) Cluster together nearby tracks using a DBScan 2) Create subcluster based on tracks with shared hits 3) For each track use a neural network to compute a score 4) In each cluster keep the track with the highest score

Definition at line 27 of file AmbiguityResolutionMLDBScanAlgorithm.hpp.

View newest version in sPHENIX GitHub at line 27 of file AmbiguityResolutionMLDBScanAlgorithm.hpp

Constructor & Destructor Documentation

ActsExamples::AmbiguityResolutionMLDBScanAlgorithm::AmbiguityResolutionMLDBScanAlgorithm	(	Config	cfg,
		Acts::Logging::Level	lvl
	)

Construct the ambiguity resolution algorithm.

Parameters

cfg	is the algorithm configuration
lvl	is the logging level

Definition at line 19 of file AmbiguityResolutionMLDBScanAlgorithm.cpp.

View newest version in sPHENIX GitHub at line 19 of file AmbiguityResolutionMLDBScanAlgorithm.cpp

References ActsExamples::WriteDataHandle< T >::initialize(), ActsExamples::ReadDataHandle< T >::initialize(), ActsExamples::AmbiguityResolutionMLDBScanAlgorithm::Config::inputTracks, m_cfg, m_inputTracks, m_outputTracks, and ActsExamples::AmbiguityResolutionMLDBScanAlgorithm::Config::outputTracks.

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Member Function Documentation

const Config& ActsExamples::AmbiguityResolutionMLDBScanAlgorithm::config ( ) const

inline

Const access to the config.

Definition at line 58 of file AmbiguityResolutionMLDBScanAlgorithm.hpp.

View newest version in sPHENIX GitHub at line 58 of file AmbiguityResolutionMLDBScanAlgorithm.hpp

References m_cfg.

ActsExamples::ProcessCode ActsExamples::AmbiguityResolutionMLDBScanAlgorithm::execute ( const AlgorithmContext & ctx ) const

finalvirtual

Run the ambiguity resolution algorithm.

Parameters

cxt	is the algorithm context with event information

Returns: a process code indication success or failure

Implements ActsExamples::IAlgorithm.

Definition at line 37 of file AmbiguityResolutionMLDBScanAlgorithm.cpp.

View newest version in sPHENIX GitHub at line 37 of file AmbiguityResolutionMLDBScanAlgorithm.cpp

References Acts::dbscanTrackClustering(), m_cfg(), testing::internal::move(), truth_tracking_gsf_refitting::outputTracks, SUCCESS, and tracks().

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Member Data Documentation

Config ActsExamples::AmbiguityResolutionMLDBScanAlgorithm::m_cfg

private

Definition at line 61 of file AmbiguityResolutionMLDBScanAlgorithm.hpp.

View newest version in sPHENIX GitHub at line 61 of file AmbiguityResolutionMLDBScanAlgorithm.hpp

Referenced by AmbiguityResolutionMLDBScanAlgorithm(), and config().

Acts::AmbiguityTrackClassifier ActsExamples::AmbiguityResolutionMLDBScanAlgorithm::m_duplicateClassifier

private

Definition at line 63 of file AmbiguityResolutionMLDBScanAlgorithm.hpp.

View newest version in sPHENIX GitHub at line 63 of file AmbiguityResolutionMLDBScanAlgorithm.hpp

ReadDataHandle<ConstTrackContainer> ActsExamples::AmbiguityResolutionMLDBScanAlgorithm::m_inputTracks {this, "InputTracks"}

private

Definition at line 64 of file AmbiguityResolutionMLDBScanAlgorithm.hpp.

View newest version in sPHENIX GitHub at line 64 of file AmbiguityResolutionMLDBScanAlgorithm.hpp

Referenced by AmbiguityResolutionMLDBScanAlgorithm().

WriteDataHandle<ConstTrackContainer> ActsExamples::AmbiguityResolutionMLDBScanAlgorithm::m_outputTracks {this, "OutputTracks"}

private

Definition at line 65 of file AmbiguityResolutionMLDBScanAlgorithm.hpp.

View newest version in sPHENIX GitHub at line 65 of file AmbiguityResolutionMLDBScanAlgorithm.hpp

Referenced by AmbiguityResolutionMLDBScanAlgorithm().

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

acts/blob/sPHENIX/Examples/Algorithms/TrackFindingML/include/ActsExamples/TrackFindingML/AmbiguityResolutionMLDBScanAlgorithm.hpp
acts/blob/sPHENIX/Examples/Algorithms/TrackFindingML/src/AmbiguityResolutionMLDBScanAlgorithm.cpp

Classes

Public Member Functions

Private Attributes

Additional Inherited Members

Detailed Description

Constructor & Destructor Documentation

Member Function Documentation

Member Data Documentation