iguana::clas12::PhotonGBTFilter Class Reference

#include <Algorithm.h>

Detailed Description

Algorithm: Filter the REC::Particle photons using pretrained GBT models

For each photon (labeled the photon of interest or POI), we obtain its intrinsic features (energy, angle, pcal edep, etc.) and features corresponding to its nearest neighbors (angle of proximity, energy difference, etc.). This requires the reading of both the REC::Particle and REC::Calorimeter banks. An input std::vector<float> is produced and passed to the pretrained GBT models, which yield a classification score between 0 and 1. An option variable threshold then determines the minimum photon p-value to survive the cut.

Algorithm Name:

   clas12::PhotonGBTFilter

Algorithm Type:

Filter

Algorithm Inputs and Outputs:

Input Banks	REC::Particle, REC::Calorimeter, RUN::config
Output Banks	REC::Particle

Configuration Options:

Name	Type	Description
pass	int	cook type
threshold	double	minimum value to qualify a photon as "true"

Definition at line 30 of file Algorithm.h.

Public Member Functions
void	Start (hipo::banklist &banks) override
	Initialize this algorithm before any events are processed, with the intent to process banks
void	Run (hipo::banklist &banks) const override
	Run this algorithm for an event.
void	Stop () override
	Finalize this algorithm after all events are processed.
bool	ForwardDetectorFilter (float const theta) const
Public Member Functions inherited from iguana::Algorithm
	Algorithm (std::string_view name)
void	Start ()
	Initialize this algorithm before any events are processed, with the intent to process bank rows rather than full banks;.
template<typename OPTION_TYPE >
OPTION_TYPE	SetOption (std::string const &key, const OPTION_TYPE val)
template<typename OPTION_TYPE >
OPTION_TYPE	GetOptionScalar (std::string const &key, YAMLReader::node_path_t node_path={}) const
template<typename OPTION_TYPE >
std::vector< OPTION_TYPE >	GetOptionVector (std::string const &key, YAMLReader::node_path_t node_path={}) const
template<typename OPTION_TYPE >
std::set< OPTION_TYPE >	GetOptionSet (std::string const &key, YAMLReader::node_path_t node_path={}) const
void	SetName (std::string_view name)
std::unique_ptr< YAMLReader > const &	GetConfig () const
void	SetConfig (std::unique_ptr< YAMLReader > &&yaml_config)
void	SetConfigFile (std::string const &name)
void	SetConfigDirectory (std::string const &name)
Public Member Functions inherited from iguana::Object
	Object (std::string_view name="", Logger::Level lev=Logger::DEFAULT_LEVEL)
std::unique_ptr< Logger > &	Log ()
void	SetName (std::string_view name)
std::string	GetName () const
void	SetLogLevel (std::string_view lev)
void	SetLogLevel (Logger::Level const lev)
std::unique_ptr< Logger > &	GetLog ()

Additional Inherited Members
Protected Member Functions inherited from iguana::Algorithm
void	ParseYAMLConfig ()
	Parse YAML configuration files. Sets m_yaml_config.
hipo::bank &	GetBank (hipo::banklist &banks, hipo::banklist::size_type const idx, std::string const &expected_bank_name="") const noexcept(false)
hipo::banklist::size_type	GetBankIndex (hipo::banklist &banks, std::string const &bank_name) const noexcept(false)
hipo::schema	CreateBank (hipo::banklist &banks, hipo::banklist::size_type &bank_idx, std::string const &bank_name, std::vector< std::string > schema_def, int group_id, int item_id) const noexcept(false)
void	ShowBanks (hipo::banklist &banks, std::string_view message="", Logger::Level const level=Logger::trace) const
void	ShowBank (hipo::bank &bank, std::string_view message="", Logger::Level const level=Logger::trace) const
template<typename OPTION_TYPE >
std::optional< OPTION_TYPE >	GetCachedOption (std::string const &key) const
Protected Attributes inherited from iguana::Algorithm
std::string	m_class_name
	Class name of this algorithm.
bool	m_rows_only
	If true, algorithm can only operate on bank rows; Algorithm::GetBank, and therefore Algorithm::Run, cannot be called.
std::string	m_default_config_file
	Default configuration file name.
std::string	o_user_config_file
std::string	o_user_config_dir
std::mutex	m_mutex
	A mutex for this algorithm.
Protected Attributes inherited from iguana::Object
std::string	m_name
	The name of this object.
std::unique_ptr< Logger >	m_log
	Logger instance for this object

Inheritance diagram for iguana::clas12::PhotonGBTFilter:

Member Function Documentation

ForwardDetectorFilter()

bool iguana::clas12::PhotonGBTFilter::ForwardDetectorFilter

(

float const

theta

)

const

Applies forward detector cut using REC::Particle Theta

Parameters

theta

lab angle of the particle with respect to the beam direction (radians)

Returns

true if the particle's theta is within the forward detector coverage, false otherwise

Run()

void iguana::clas12::PhotonGBTFilter::Run ( hipo::banklist & banks ) const

overridevirtual

Run this algorithm for an event.

Parameters

banks

the list of banks to process

Implements iguana::Algorithm.

Start()

void iguana::clas12::PhotonGBTFilter::Start ( hipo::banklist & banks )

overridevirtual

Initialize this algorithm before any events are processed, with the intent to process banks

use this method if you intend to use Algorithm::Run.

Parameters

banks

the list of banks this algorithm will use, so that Algorithm::Run can cache the indices of the banks that it needs

Implements iguana::Algorithm.

Stop()

void iguana::clas12::PhotonGBTFilter::Stop ( )

overridevirtual

Finalize this algorithm after all events are processed.

Implements iguana::Algorithm.

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

• /__w/iguana/iguana/iguana_src/src/iguana/algorithms/clas12/PhotonGBTFilter/Algorithm.h