#include <Tool_FeatureExtractor.h>

Inheritance diagram for PanTau::Tool_FeatureExtractor:

Collaboration diagram for PanTau::Tool_FeatureExtractor:

Public Member Functions
	Tool_FeatureExtractor (const std::string &name)

virtual StatusCode	initialize () override
	Dummy implementation of the initialisation function. More...

virtual StatusCode	execute (PanTau::PanTauSeed *inSeed) const override

bool	isInitialized () override

virtual void	print () const
	Print the state of the tool. More...

ServiceHandle< StoreGateSvc > &	evtStore ()
	The standard `StoreGateSvc` (event store) Returns (kind of) a pointer to the `StoreGateSvc`. More...

const ServiceHandle< StoreGateSvc > &	evtStore () const
	The standard `StoreGateSvc` (event store) Returns (kind of) a pointer to the `StoreGateSvc`. More...

const ServiceHandle< StoreGateSvc > &	detStore () const
	The standard `StoreGateSvc/DetectorStore` Returns (kind of) a pointer to the `StoreGateSvc`. More...

virtual StatusCode	sysInitialize () override
	Perform system initialization for an algorithm. More...

virtual StatusCode	sysStart () override
	Handle START transition. More...

virtual std::vector< Gaudi::DataHandle * >	inputHandles () const override
	Return this algorithm's input handles. More...

virtual std::vector< Gaudi::DataHandle * >	outputHandles () const override
	Return this algorithm's output handles. More...

Gaudi::Details::PropertyBase &	declareProperty (Gaudi::Property< T, V, H > &t)

Gaudi::Details::PropertyBase *	declareProperty (const std::string &name, SG::VarHandleKey &hndl, const std::string &doc, const SG::VarHandleKeyType &)
	Declare a new Gaudi property. More...

Gaudi::Details::PropertyBase *	declareProperty (const std::string &name, SG::VarHandleBase &hndl, const std::string &doc, const SG::VarHandleType &)
	Declare a new Gaudi property. More...

Gaudi::Details::PropertyBase *	declareProperty (const std::string &name, SG::VarHandleKeyArray &hndArr, const std::string &doc, const SG::VarHandleKeyArrayType &)

Gaudi::Details::PropertyBase *	declareProperty (const std::string &name, T &property, const std::string &doc, const SG::NotHandleType &)
	Declare a new Gaudi property. More...

Gaudi::Details::PropertyBase *	declareProperty (const std::string &name, T &property, const std::string &doc="none")
	Declare a new Gaudi property. More...

void	updateVHKA (Gaudi::Details::PropertyBase &)

MsgStream &	msg () const

MsgStream &	msg (const MSG::Level lvl) const

bool	msgLvl (const MSG::Level lvl) const

Protected Member Functions
StatusCode	calculateBasicFeatures (PanTau::PanTauSeed *inSeed) const

StatusCode	calculateFeatures (PanTau::PanTauSeed *inSeed, int tauConstituentType, const std::map< std::string, double > &variants_SeedEt) const

StatusCode	addConstituentMomenta (PanTau::PanTauSeed *inSeed) const

StatusCode	addCombinedFeatures (PanTau::PanTauSeed *inSeed, const std::map< std::string, double > &variants_SeedEt) const

void	renounceArray (SG::VarHandleKeyArray &handlesArray)
	remove all handles from I/O resolution More...

std::enable_if_t< std::is_void_v< std::result_of_t< decltype(&T::renounce)(T)> > &&!std::is_base_of_v< SG::VarHandleKeyArray, T > &&std::is_base_of_v< Gaudi::DataHandle, T >, void >	renounce (T &h)

void	extraDeps_update_handler (Gaudi::Details::PropertyBase &ExtraDeps)
	Add StoreName to extra input/output deps as needed. More...

Static Protected Member Functions
static void	fillVariantsSeedEt (const std::vector< PanTau::TauConstituent * > &tauConstituents, std::map< std::string, double > &variants_SeedEt)

static void	addFeatureWrtSeedEnergy (PanTau::TauFeature *targetMap, const std::string &featName, double numerator, const std::map< std::string, double > &denominatorMap)

static const std::string	varTypeName_Sum ()

static const std::string	varTypeName_Ratio ()

static const std::string	varTypeName_Isolation ()

static const std::string	varTypeName_Num ()

static const std::string	varTypeName_Mean ()

static const std::string	varTypeName_StdDev ()

static const std::string	varTypeName_HLV ()

static const std::string	varTypeName_Angle ()

static const std::string	varTypeName_DeltaR ()

static const std::string	varTypeName_JetMoment ()

static const std::string	varTypeName_Combined ()

static const std::string	varTypeName_Basic ()

static const std::string	varTypeName_PID ()

static const std::string	varTypeName_Shots ()

Protected Attributes
PanTau::HelperFunctions	m_HelperFunctions

ToolHandle< PanTau::ITool_InformationStore >	m_Tool_InformationStore {this, "Tool_InformationStore", "PanTau::Tool_InformationStore/Tool_InformationStore","Tool handle to the information store tool"}

Gaudi::Property< std::string >	m_Tool_InformationStoreName {this, "Tool_InformationStoreName", "", "Tool handle to the information store tool"}

int	m_Config_UseEmptySeeds = 0

std::vector< double >	m_Config_CellBased_BinEdges_Eta
	Helper members. More...

std::vector< double >	m_Config_CellBased_EtaBinned_Pi0MVACut_1prong

std::vector< double >	m_Config_CellBased_EtaBinned_Pi0MVACut_3prong

std::string	m_varTypeName_Sum

std::string	m_varTypeName_Ratio

std::string	m_varTypeName_Isolation

std::string	m_varTypeName_Num

std::string	m_varTypeName_Mean

std::string	m_varTypeName_StdDev

std::string	m_varTypeName_HLV

std::string	m_varTypeName_Angle

std::string	m_varTypeName_DeltaR

std::string	m_varTypeName_JetMoment

std::string	m_varTypeName_Combined

std::string	m_varTypeName_Basic

std::string	m_varTypeName_PID

bool	m_init =false

Private Types
typedef ServiceHandle< StoreGateSvc >	StoreGateSvc_t

Private Member Functions
Gaudi::Details::PropertyBase &	declareGaudiProperty (Gaudi::Property< T, V, H > &hndl, const SG::VarHandleKeyType &)
	specialization for handling Gaudi::Property<SG::VarHandleKey> More...

Gaudi::Details::PropertyBase &	declareGaudiProperty (Gaudi::Property< T, V, H > &hndl, const SG::VarHandleKeyArrayType &)
	specialization for handling Gaudi::Property<SG::VarHandleKeyArray> More...

Gaudi::Details::PropertyBase &	declareGaudiProperty (Gaudi::Property< T, V, H > &hndl, const SG::VarHandleType &)
	specialization for handling Gaudi::Property<SG::VarHandleBase> More...

Gaudi::Details::PropertyBase &	declareGaudiProperty (Gaudi::Property< T, V, H > &t, const SG::NotHandleType &)
	specialization for handling everything that's not a Gaudi::Property<SG::VarHandleKey> or a <SG::VarHandleKeyArray> More...

Private Attributes
StoreGateSvc_t	m_evtStore
	Pointer to StoreGate (event store by default) More...

StoreGateSvc_t	m_detStore
	Pointer to StoreGate (detector store by default) More...

std::vector< SG::VarHandleKeyArray * >	m_vhka

bool	m_varHandleArraysDeclared

Detailed Description

Tool to extract jet features from tau seeds.

Author: Christian Limbach; Sebastian Fleischmann

Definition at line 31 of file Tool_FeatureExtractor.h.

Member Typedef Documentation

◆ StoreGateSvc_t

typedef ServiceHandle<StoreGateSvc> AthCommonDataStore< AthCommonMsg< AlgTool > >::StoreGateSvc_t

privateinherited

Definition at line 388 of file AthCommonDataStore.h.

Constructor & Destructor Documentation

◆ Tool_FeatureExtractor()

PanTau::Tool_FeatureExtractor::Tool_FeatureExtractor ( const std::string & name )

Definition at line 22 of file Tool_FeatureExtractor.cxx.

                                                                         :
   asg::AsgTool(name)
 {}

Member Function Documentation

◆ addCombinedFeatures()

StatusCode PanTau::Tool_FeatureExtractor::addCombinedFeatures	(	PanTau::PanTauSeed *	inSeed,
		const std::map< std::string, double > &	variants_SeedEt
	)		const

protected

Definition at line 419 of file Tool_FeatureExtractor.cxx.

                                                                                           {
     
   // Prepare some short notations for variables
   PanTau::TauFeature* tauFeatures     = inSeed->getFeatures();
         
   //et: EFO Type
   int et_Charged      = PanTau::TauConstituent::t_Charged;
   int et_Pi0Neut      = PanTau::TauConstituent::t_Pi0Neut;
   int et_Neutral      = PanTau::TauConstituent::t_Neutral;
     
   bool foundIt;
   std::vector<PanTau::TauConstituent*>    list_NeutralConstituents = inSeed->getConstituentsOfType(et_Neutral, foundIt);
     
   // Prepare the list of names for EFO Types & 
   // the 4 momenta of the different sub systems 
   // (ie. charged, neutral subsystem, etc...)
   std::string    name_EFOType[PanTau::TauConstituent::t_nTypes];
   double         num_EFOs[PanTau::TauConstituent::t_nTypes];
   TLorentzVector tlv_System[PanTau::TauConstituent::t_nTypes];
   TLorentzVector tlv_1stEFO[PanTau::TauConstituent::t_nTypes];
   TLorentzVector tlv_2ndEFO[PanTau::TauConstituent::t_nTypes];
     
   // get input objects to calc combined features
   bool tlv_Sys_OK[PanTau::TauConstituent::t_nTypes];
   bool tlv_1st_OK[PanTau::TauConstituent::t_nTypes];
     
   //initialize arrays with default values
   for(unsigned int iType=0; iType<(unsigned int)PanTau::TauConstituent::t_nTypes; iType++) {
     name_EFOType[iType] = "";
     num_EFOs[iType]     = 0.;
     tlv_System[iType]   = TLorentzVector();
     tlv_1stEFO[iType]   = TLorentzVector();
     tlv_2ndEFO[iType]   = TLorentzVector();
     tlv_Sys_OK[iType]   = false;
     tlv_1st_OK[iType]   = false;
   }
     
   for(int iType=0; iType<static_cast<int>(PanTau::TauConstituent::t_nTypes); iType++) {
     name_EFOType[iType] = PanTau::TauConstituent::getTypeName((PanTau::TauConstituent::Type)iType);
         
     tlv_System[iType] = inSeed->getSubsystemHLV(iType, tlv_Sys_OK[iType]);
     if (!tlv_Sys_OK[iType]) continue;
         
     std::vector<TauConstituent*> typeConstituents = inSeed->getConstituentsOfType(iType, tlv_Sys_OK[iType]);
     if (typeConstituents.empty()) tlv_Sys_OK[iType] = false;
     if (!tlv_Sys_OK[iType]) continue;
         
     num_EFOs[iType] = typeConstituents.size();
         
     if (!typeConstituents.empty()) {
       tlv_1stEFO[iType] = typeConstituents.at(0)->p4();
       tlv_1st_OK[iType] = true;
     } else {
       tlv_1st_OK[iType] = false;
     }
         
     if (typeConstituents.size() > 1) {
       tlv_2ndEFO[iType] = typeConstituents.at(1)->p4();
     } 
   }    
     
   // From the extracted input, calc combined features
   std::string prefixVARType = m_varTypeName_Combined;
     
   // Combined Type-vs-Type Features
   // Loop over all EFO types...
   // for every type, loop over all other types (but neglect permutations, i.e.   A,B   is the same as   B,A)
   // calculate ratios, angles etc...
     
   for(int iType=0; iType<PanTau::TauConstituent::t_nTypes; iType++) {
         
     if(iType == static_cast<int>(PanTau::TauConstituent::t_NoType)) continue;
     int type_Denom = iType;
         
     for(int jType=0; jType<PanTau::TauConstituent::t_nTypes; jType++) {
             
       if(jType == static_cast<int>(PanTau::TauConstituent::t_NoType)) continue;
       int type_Nom = jType;
             
       if(jType == iType) continue;
             
       std::string typeName_Nom    = PanTau::TauConstituent::getTypeName((PanTau::TauConstituent::Type)type_Nom);
       std::string typeName_Denom  = PanTau::TauConstituent::getTypeName((PanTau::TauConstituent::Type)type_Denom);
             
       double sum_Et_Nom   = 0.0;
       double sum_Et_Denom = 0.0;
       if(tlv_Sys_OK[type_Nom] && tlv_Sys_OK[type_Denom]) {
     sum_Et_Nom   = tlv_System[type_Nom].Et();
     sum_Et_Denom = tlv_System[type_Denom].Et();
       }
             
       // Fraction of leading EFO of system A wrt complete system B
       // this is not symmetric wrt system A and B, hence do this for all combinations
       if(tlv_1st_OK[type_Nom]) {
     if(tlv_1stEFO[type_Nom].Et() > 0. && sum_Et_Denom > 0.) {
       tauFeatures->addFeature("CellBased_" + prefixVARType + "_Log1st" + typeName_Nom + "EtOver" + typeName_Denom + "Et", std::log10(tlv_1stEFO[type_Nom].Et() / sum_Et_Denom) );
     }
       }
             
       //following features symmetric in system A-B, hence skip multi calculation
       if(jType <= iType) continue;
             
       //Energy ratios between systems
       if(sum_Et_Denom > 0. && sum_Et_Nom > 0.) {
     tauFeatures->addFeature("CellBased_" + prefixVARType + "_Log" + typeName_Nom + "EtOver" + typeName_Denom + "Et",   std::log10(sum_Et_Nom / sum_Et_Denom) );
       }//end check for div by zero
             
       //Angles between systems
       if(tlv_Sys_OK[type_Nom] && tlv_Sys_OK[type_Denom]) {
     tauFeatures->addFeature("CellBased_" + prefixVARType + "_Angle" + typeName_Nom + "To" + typeName_Denom, tlv_System[type_Nom].Angle( tlv_System[type_Denom].Vect()) );
       }//end check for valid system pointer            
       
       if(tlv_1st_OK[type_Nom] && tlv_1st_OK[type_Denom]) {
     //Delta R between 1st and 1st EFO
     tauFeatures->addFeature("CellBased_" + prefixVARType + "_DeltaR1st" + typeName_Nom + "To1st" + typeName_Denom, tlv_1stEFO[type_Nom].DeltaR( tlv_1stEFO[type_Denom] ) );
     
     //Angles between 1st and 1st EFO
     tauFeatures->addFeature("CellBased_" + prefixVARType + "_Angle1st" + typeName_Nom + "To1st" + typeName_Denom, tlv_1stEFO[type_Nom].Angle( tlv_1stEFO[type_Denom].Vect() ) );
       } //end check for valid leading efo
             
     }//end loop over system B
   }//end loop over system A
     
     
   // Combined Selected-Type Features
  
   //setup arrays for combination of selected charged and neutral combinations
   const int cTypes = 1;
   const int nTypes = 2;
   int index_charged[cTypes] = {et_Charged};
   int index_neutral[nTypes] = {et_Pi0Neut, et_Neutral};
     
   for(int cType=0; cType<cTypes; cType++) {
     for(int nType=0; nType<nTypes; nType++) {
             
       int et_c = index_charged[cType];
       int et_n = index_neutral[nType];
             
       std::string name_cType = PanTau::TauConstituent::getTypeName((PanTau::TauConstituent::Type)et_c);
       std::string name_nType = PanTau::TauConstituent::getTypeName((PanTau::TauConstituent::Type)et_n);
             
       if(!tlv_Sys_OK[et_c] || !tlv_Sys_OK[et_n]) continue;
             
       //mean Et fraction of charged+neutral system wrt total ET
       if(num_EFOs[et_c] + num_EFOs[et_n] > 0.) {
     double mean_cTypenTypeEt = ( tlv_System[et_c].Et() + tlv_System[et_n].Et() ) / (num_EFOs[et_c] + num_EFOs[et_n]);
     addFeatureWrtSeedEnergy(tauFeatures, "CellBased_" + prefixVARType + "_Mean" + name_cType + name_nType + "Et_Wrt", mean_cTypenTypeEt, variants_SeedEt);
       }
             
       //invariant masses
       tauFeatures->addFeature("CellBased_" + prefixVARType + "_InvMass"  + name_cType + name_nType,   ( tlv_System[et_c]  +  tlv_System[et_n] ).M() );
             
     }//end loop neutral types
   }//end loop charged types
     
   return StatusCode::SUCCESS;
 }

◆ addConstituentMomenta()

StatusCode PanTau::Tool_FeatureExtractor::addConstituentMomenta ( PanTau::PanTauSeed * inSeed ) const

protected

Definition at line 184 of file Tool_FeatureExtractor.cxx.

                                                                                             {
   TauFeature* tauFeatureMap = inSeed->getFeatures();
   std::string prefixVARType = m_varTypeName_HLV;
   for(int iType=0; iType<static_cast<int>(PanTau::TauConstituent::t_nTypes); iType++) {
     bool isOK;
     std::vector<PanTau::TauConstituent*>    list_TypeConstituents   = inSeed->getConstituentsOfType(iType, isOK); // list of constituents of current type
     unsigned int                            n_Constituents_Type     = list_TypeConstituents.size();          // number of objects of current type
     TLorentzVector                          tlv_TypeConstituents    = inSeed->getSubsystemHLV(iType, isOK); // summed hlv of objects of current type
     std::string                             curTypeName             = PanTau::TauConstituent::getTypeName((PanTau::TauConstituent::Type)iType);
     std::string name = "CellBased_" + curTypeName + "_" + prefixVARType;
         
     std::vector<PanTau::TauConstituent*>    list_TypeConstituents_SortBDT = inSeed->getConstituentsOfType(iType, isOK);
     std::sort(list_TypeConstituents_SortBDT.begin(), list_TypeConstituents_SortBDT.end(), sortTauConstituentMVA);
         
     if(!list_TypeConstituents.empty()) {
       tauFeatureMap->addFeature(name + "_SumPt",  tlv_TypeConstituents.Perp());
       tauFeatureMap->addFeature(name + "_SumEta", tlv_TypeConstituents.Eta());
       tauFeatureMap->addFeature(name + "_SumPhi", tlv_TypeConstituents.Phi());
       tauFeatureMap->addFeature(name + "_SumM",   tlv_TypeConstituents.M());
     }
     
     //store 4-vectors of current type (bdt sort)
     std::vector<double> curConstsBDT_pt    = std::vector<double>(0);
     std::vector<double> curConstsBDT_eta   = std::vector<double>(0);
     std::vector<double> curConstsBDT_phi   = std::vector<double>(0);
     std::vector<double> curConstsBDT_m     = std::vector<double>(0);
     for(unsigned int iConst=0; iConst<n_Constituents_Type; iConst++) {
       TLorentzVector tlv_curConstBDT = list_TypeConstituents_SortBDT[iConst]->p4();
       curConstsBDT_pt.push_back(tlv_curConstBDT.Perp());
       curConstsBDT_eta.push_back(tlv_curConstBDT.Eta());
       curConstsBDT_phi.push_back(tlv_curConstBDT.Phi());
       curConstsBDT_m.push_back(tlv_curConstBDT.M());
     }
     tauFeatureMap->addVecFeature(name + "_BDTSort_Constituents_pt", curConstsBDT_pt);
     tauFeatureMap->addVecFeature(name + "_BDTSort_Constituents_eta", curConstsBDT_eta);
     tauFeatureMap->addVecFeature(name + "_BDTSort_Constituents_phi", curConstsBDT_phi);
     tauFeatureMap->addVecFeature(name + "_BDTSort_Constituents_m", curConstsBDT_m);
     
   } //end loop over constituent types
     
   return StatusCode::SUCCESS;
 }

◆ addFeatureWrtSeedEnergy()

void PanTau::Tool_FeatureExtractor::addFeatureWrtSeedEnergy	(	PanTau::TauFeature *	targetMap,
		const std::string &	featName,
		double	numerator,
		const std::map< std::string, double > &	denominatorMap
	)

staticprotected

Definition at line 81 of file Tool_FeatureExtractor.cxx.

                                                                                  {
   std::map<std::string, double>::const_iterator it = denominatorMap.begin();
   for(; it!=denominatorMap.end(); ++it) {
     std::string FullName = featName + it->first;
     float       value    = static_cast<float>(it->second);
     if(value <= 0. || std::isnan(value) || std::isinf(value) ) continue; 
     targetMap->addFeature(FullName, numerator / it->second);
   }
 }

◆ calculateBasicFeatures()

StatusCode PanTau::Tool_FeatureExtractor::calculateBasicFeatures ( PanTau::PanTauSeed * inSeed ) const

protected

Loop over types to fill

multiplicity of that type
sum charge and abs charge

Fill the proto vector (i.e. sum momentum of constituents)

Definition at line 134 of file Tool_FeatureExtractor.cxx.

                                                                                              {
     
   PanTau::TauFeature* featureMap = inSeed->getFeatures();
     
   std::string featurePrefix = m_varTypeName_Basic;
   std::string name = "CellBased_" + featurePrefix;
   
   double SumCharge = 0;
   double AbsCharge = 0;
     
   for(int iType=0; iType<PanTau::TauConstituent::t_nTypes; iType++) {
         
     bool foundIt = false;
     std::vector<TauConstituent*> curList = inSeed->getConstituentsOfType(iType, foundIt);
     if(!foundIt) continue;
         
     //store multiplicity of current type
     std::string     typeName        = PanTau::TauConstituent::getTypeName((PanTau::TauConstituent::Type)iType);
     unsigned int    nConstituents   = curList.size();
     featureMap->addFeature(name + "_N" + typeName + "Consts", nConstituents);        
         
     //count charge, i.e. skip if not charged
     if(iType != static_cast<int>(PanTau::TauConstituent::t_Charged)) continue;
     for(unsigned int iConst=0; iConst<nConstituents; iConst++) {
       PanTau::TauConstituent* curConstituent = curList[iConst];
       SumCharge += curConstituent->getCharge();
       AbsCharge += std::abs(static_cast<double>(curConstituent->getCharge()));
     }
   }
     
   //store charge
   featureMap->addFeature(name + "_SumCharge", SumCharge);
   featureMap->addFeature(name + "_AbsCharge", AbsCharge);
     
   //proto 4-vector (just the sum of all constituents)
   // will have better four momentum after mode ID
   TLorentzVector tlv_ProtoMomentumCore = inSeed->getProtoMomentumCore();
   featureMap->addFeature(name + "_ProtoMomentumCore_pt", tlv_ProtoMomentumCore.Perp());
   featureMap->addFeature(name + "_ProtoMomentumCore_eta", tlv_ProtoMomentumCore.Eta());
   featureMap->addFeature(name + "_ProtoMomentumCore_phi", tlv_ProtoMomentumCore.Phi());
   featureMap->addFeature(name + "_ProtoMomentumCore_m", tlv_ProtoMomentumCore.M());
     
   return StatusCode::SUCCESS;
 }

◆ calculateFeatures()

StatusCode PanTau::Tool_FeatureExtractor::calculateFeatures	(	PanTau::PanTauSeed *	inSeed,
		int	tauConstituentType,
		const std::map< std::string, double > &	variants_SeedEt
	)		const

protected

//////////////////////////////////////////
Prepare variables for information from eflow Objects //////////////////////////////////////////

////////////////////////////////////////// Loop over selected constituents and collect information //////////////////////////////////////////

////////////////////////////////////////// Calculate & fill features //////////////////////////////////////////

Multiplicities ///////////////////////////////////////////

Substructure particle ID features ///////////////////////////////////////////

Shot information ///////////////////////////////////////////

Ratios ///////////////////////////////////////////

Standard deviations ///////////////////////////////////////////

JetMoment ///////////////////////////////////////////

Definition at line 228 of file Tool_FeatureExtractor.cxx.

                                                                                         {
     
   std::string                             curTypeName                     = PanTau::TauConstituent::getTypeName( (PanTau::TauConstituent::Type)tauConstituentType );
   std::string                             curTypeName_All                 = PanTau::TauConstituent::AllConstituentsName();
   PanTau::TauFeature*                     tauFeatureMap                   = inSeed->getFeatures();
   TLorentzVector                          tlv_Reference                   = inSeed->getProtoMomentumCore();
     
   std::vector<PanTau::TauConstituent*>    list_AllConstituents            = inSeed->getConstituentsAsList_Core();
     
   bool                                    foundIt                         = false;
   std::vector<PanTau::TauConstituent*>    list_TypeConstituents;
   if (tauConstituentType != PanTau::TauConstituent::t_NoType) list_TypeConstituents = inSeed->getConstituentsOfType(tauConstituentType, foundIt);
   if (tauConstituentType == PanTau::TauConstituent::t_NoType) list_TypeConstituents = list_AllConstituents;
   if (!foundIt) return StatusCode::SUCCESS;
  
   unsigned int                            n_Constituents_Type             = list_TypeConstituents.size();
         
   //sort the lists by Et
   std::sort(list_AllConstituents.begin(),     list_AllConstituents.end(),     sortTauConstituentEt);
   std::sort(list_TypeConstituents.begin(),    list_TypeConstituents.end(),    sortTauConstituentEt);
   
   //make an additional list of constituents, but now ordered by BDT value
   std::vector<PanTau::TauConstituent*>    list_TypeConstituents_SortBDT = list_TypeConstituents;
   std::sort(list_TypeConstituents_SortBDT.begin(), list_TypeConstituents_SortBDT.end(), sortTauConstituentMVA);
     
   TLorentzVector  tlv_1st_BDT;
     
   if(!list_TypeConstituents_SortBDT.empty()) tlv_1st_BDT = list_TypeConstituents_SortBDT[0]->p4();
     
     
   // ===> hlv for the leading EFOs and the summed HLV
   TLorentzVector              tlv_TypeConstituents;
   // ===> Sum of Et, Et^2, E and E^2
   double                      sum_Et                      = 0;
   double                      sum_Et2                     = 0;
   // ===> Sum of Et (and E) times DeltaR, DeltaR', Angle 
   double                      sum_EtxDR                   = 0;
   // ===> Multiplicities
   unsigned int                num_EFOs                    = 0;
     
   for(unsigned int iTypeConst=0; iTypeConst<list_TypeConstituents.size(); iTypeConst++) {
         
     //get hep lorentz vector
     TLorentzVector tlv_curConst = list_TypeConstituents.at(iTypeConst)->p4();
         
     //final check (nan & inf)
     if (std::isnan(tlv_curConst.Pt()) || std::isinf(tlv_curConst.Pt())) continue;
         
     //ready to calc stuff
     //basically update each of the prepared sum_* and num_* variables above,
     // the sum HLV and the pointers to 1st, 2nd, 3rd leading constituents of current type
     tlv_TypeConstituents += tlv_curConst;
         
     //helpers to reduce function calls
     double hlp_Et               = tlv_curConst.Et();
     double hlp_Et2              = hlp_Et * hlp_Et;
     double hlp_DeltaR           = tlv_Reference.DeltaR(tlv_curConst);
  
     // update Sum of Et, Et^2, E and E^2
     sum_Et                      += hlp_Et;
     sum_Et2                     += hlp_Et2;
     // update Sum of Et (and E) times DeltaR, DeltaR', Angle 
     sum_EtxDR                   += hlp_Et * hlp_DeltaR;
     // update Multiplicities
     num_EFOs++;
   }//end loop over selected EFOs
     
     
     
     
   // naming string
   std::string prefixVARType = "";
     
   //if there are no EFOs of this type in the seed, all other variables cannot be calculated to have any reasonable value
   if( num_EFOs == 0 ) {
     return StatusCode::SUCCESS;
   }
     
   prefixVARType = m_varTypeName_PID;
     
   // Sorted by highest BDT score
   for(unsigned int iTypeConst=0; iTypeConst<n_Constituents_Type; iTypeConst++) {
         
     double value_BDT = list_TypeConstituents_SortBDT[iTypeConst]->getBDTValue();
     if( std::isnan(value_BDT) || std::isinf(value_BDT) ) continue;
         
     //correct BDT value based on BDT cut
     if(tauConstituentType != PanTau::TauConstituent::t_Charged) {
       double mvaCorrection = 0.0;
       double  etaCurConst = list_TypeConstituents_SortBDT[iTypeConst]->p4().Eta();
       int     etaBinIndex = m_HelperFunctions.getBinIndex(m_Config_CellBased_BinEdges_Eta, std::abs(etaCurConst));
       int     numTrack    = inSeed->getTauJet()->nTracks();
       if(numTrack == 1) { mvaCorrection = m_Config_CellBased_EtaBinned_Pi0MVACut_1prong.at(etaBinIndex); }
       else              { mvaCorrection = m_Config_CellBased_EtaBinned_Pi0MVACut_3prong.at(etaBinIndex); }
  
       value_BDT = value_BDT - mvaCorrection;
     }
         
     std::string iConst = m_HelperFunctions.convertNumberToString(static_cast<double>(iTypeConst+1));
     tauFeatureMap->addFeature("CellBased_" + curTypeName + "_" + prefixVARType + "_BDTValues_BDTSort_" + iConst, value_BDT);
  
   }
     
   prefixVARType = PanTau::Tool_FeatureExtractor::varTypeName_Shots();
   //only execute if the constituent type is neutral
   if(PanTau::TauConstituent::isNeutralType(tauConstituentType)) {
         
     TLorentzVector          totalTLV_SumShots       = TLorentzVector(0., 0., 0., 0.);
     unsigned int            totalPhotonsInSeed      = 0;
         
     std::vector<TLorentzVector> allShotTLVs = std::vector<TLorentzVector>(0);
         
     for(unsigned int iConst=0; iConst<list_TypeConstituents_SortBDT.size(); iConst++) {
             
       PanTau::TauConstituent*                 curConst            = list_TypeConstituents_SortBDT.at(iConst);
       TLorentzVector                          tlv_CurConst        = curConst->p4();
       std::vector<PanTau::TauConstituent*>    shotConstituents    = curConst->getShots();
       unsigned int                            nShots              = shotConstituents.size();
             
       unsigned int totalPhotonsInNeutral = 0;
       TLorentzVector tlv_SumShots = TLorentzVector(0., 0., 0., 0.);
             
       for(unsigned int iShot=0; iShot<nShots; iShot++) {
     PanTau::TauConstituent* curShot = shotConstituents.at(iShot);
     totalPhotonsInNeutral += curShot->getNPhotonsInShot();
     tlv_SumShots += curShot->p4();
     allShotTLVs.push_back(curShot->p4());
       }//end loop over shots
       totalTLV_SumShots   += tlv_SumShots;
       totalPhotonsInSeed  += totalPhotonsInNeutral;
             
       std::string iConstStr = m_HelperFunctions.convertNumberToString(static_cast<double>(iConst+1));
                        
       tauFeatureMap->addFeature("CellBased_" + curTypeName + "_" + prefixVARType + "_nPhotons_BDTSort_" + iConstStr, totalPhotonsInNeutral);
  
       if(tlv_CurConst.Et() > 0.) tauFeatureMap->addFeature("CellBased_" + curTypeName + "_" + prefixVARType + "_EtSumShotsOverConstEt_BDTSort_" + iConstStr, tlv_SumShots.Et() / tlv_CurConst.Et());
             
     }//end loop over constituents in tau
     
     //number of shots in seed
     tauFeatureMap->addFeature("CellBased_" + curTypeName + "_" + prefixVARType + "_NPhotonsInSeed", totalPhotonsInSeed);
  
   }//end if check for shot info dumping
     
     
   prefixVARType = m_varTypeName_Ratio;
     
   if(curTypeName != curTypeName_All) addFeatureWrtSeedEnergy(tauFeatureMap, "CellBased_" + curTypeName + "_" + prefixVARType + "_EtOver", sum_Et, variants_SeedEt);
     
   if(tlv_1st_BDT.Pt() != 0) addFeatureWrtSeedEnergy(tauFeatureMap, "CellBased_" + curTypeName + "_" + prefixVARType + "_1stBDTEtOver",   tlv_1st_BDT.Et(), variants_SeedEt);
     
   if(tlv_1st_BDT.Pt() != 0 && sum_Et > 0.) tauFeatureMap->addFeature("CellBased_" + curTypeName + "_" + prefixVARType + "_1stBDTEtOverTypeEt",    tlv_1st_BDT.Et() / sum_Et);    
     
   prefixVARType =  m_varTypeName_StdDev;
  
   double stddev_Et            = m_HelperFunctions.stddev(sum_Et2, sum_Et, num_EFOs);
     
   if(stddev_Et > 0.)          addFeatureWrtSeedEnergy(tauFeatureMap, "CellBased_" + curTypeName + "_" + prefixVARType + "_Et_Wrt", stddev_Et, variants_SeedEt);
     
   //  Moment wrt X = Sum( Et * X ) / Sum(Et)
   //  ==> Named as Eflow_EFOType_JetMoment_EtX"   when using Et as weight
   //  ==> Named as Eflow_EFOType_JetMoment_EX"    when using E  as weight
   prefixVARType = m_varTypeName_JetMoment;
     
   if(sum_Et > 0.) {
     //Using transverse energy
     tauFeatureMap->addFeature("CellBased_" + curTypeName + "_" + prefixVARType + "_EtDR",            sum_EtxDR / sum_Et);
     tauFeatureMap->addFeature("CellBased_" + curTypeName + "_" + prefixVARType + "_EtDRxTotalEt",    (sum_EtxDR / sum_Et) * variants_SeedEt.at("EtAllConsts"));
   }
  
   return StatusCode::SUCCESS;
 }

◆ declareGaudiProperty() [1/4]

Gaudi::Details::PropertyBase& AthCommonDataStore< AthCommonMsg< AlgTool > >::declareGaudiProperty	(	Gaudi::Property< T, V, H > &	hndl,
		const SG::VarHandleKeyArrayType &
	)

inlineprivateinherited

specialization for handling Gaudi::Property<SG::VarHandleKeyArray>

Definition at line 170 of file AthCommonDataStore.h.

   {
     return *AthCommonDataStore<PBASE>::declareProperty(hndl.name(),
                                                        hndl.value(), 
                                                        hndl.documentation());
  
   }

◆ declareGaudiProperty() [2/4]

Gaudi::Details::PropertyBase& AthCommonDataStore< AthCommonMsg< AlgTool > >::declareGaudiProperty	(	Gaudi::Property< T, V, H > &	hndl,
		const SG::VarHandleKeyType &
	)

inlineprivateinherited

specialization for handling Gaudi::Property<SG::VarHandleKey>

Definition at line 156 of file AthCommonDataStore.h.

   {
     return *AthCommonDataStore<PBASE>::declareProperty(hndl.name(),
                                                        hndl.value(), 
                                                        hndl.documentation());
  
   }

◆ declareGaudiProperty() [3/4]

Gaudi::Details::PropertyBase& AthCommonDataStore< AthCommonMsg< AlgTool > >::declareGaudiProperty	(	Gaudi::Property< T, V, H > &	hndl,
		const SG::VarHandleType &
	)

inlineprivateinherited

specialization for handling Gaudi::Property<SG::VarHandleBase>

Definition at line 184 of file AthCommonDataStore.h.

   {
     return *AthCommonDataStore<PBASE>::declareProperty(hndl.name(),
                                                        hndl.value(), 
                                                        hndl.documentation());
   }

◆ declareGaudiProperty() [4/4]

Gaudi::Details::PropertyBase& AthCommonDataStore< AthCommonMsg< AlgTool > >::declareGaudiProperty	(	Gaudi::Property< T, V, H > &	t,
		const SG::NotHandleType &
	)

inlineprivateinherited

specialization for handling everything that's not a Gaudi::Property<SG::VarHandleKey> or a <SG::VarHandleKeyArray>

Definition at line 199 of file AthCommonDataStore.h.

   {
     return PBASE::declareProperty(t);
   }

◆ declareProperty() [1/6]

Gaudi::Details::PropertyBase* AthCommonDataStore< AthCommonMsg< AlgTool > >::declareProperty	(	const std::string &	name,
		SG::VarHandleBase &	hndl,
		const std::string &	doc,
		const SG::VarHandleType &
	)

inlineinherited

Declare a new Gaudi property.

Parameters

name	Name of the property.
hndl	Object holding the property value.
doc	Documentation string for the property.

This is the version for types that derive from SG::VarHandleBase. The property value object is put on the input and output lists as appropriate; then we forward to the base class.

Definition at line 245 of file AthCommonDataStore.h.

   {
     this->declare(hndl.vhKey());
     hndl.vhKey().setOwner(this);
  
     return PBASE::declareProperty(name,hndl,doc);
   }

◆ declareProperty() [2/6]

Gaudi::Details::PropertyBase* AthCommonDataStore< AthCommonMsg< AlgTool > >::declareProperty	(	const std::string &	name,
		SG::VarHandleKey &	hndl,
		const std::string &	doc,
		const SG::VarHandleKeyType &
	)

inlineinherited

Declare a new Gaudi property.

Parameters

name	Name of the property.
hndl	Object holding the property value.
doc	Documentation string for the property.

This is the version for types that derive from SG::VarHandleKey. The property value object is put on the input and output lists as appropriate; then we forward to the base class.

Definition at line 221 of file AthCommonDataStore.h.

   {
     this->declare(hndl);
     hndl.setOwner(this);
  
     return PBASE::declareProperty(name,hndl,doc);
   }

◆ declareProperty() [3/6]

Gaudi::Details::PropertyBase* AthCommonDataStore< AthCommonMsg< AlgTool > >::declareProperty	(	const std::string &	name,
		SG::VarHandleKeyArray &	hndArr,
		const std::string &	doc,
		const SG::VarHandleKeyArrayType &
	)

inlineinherited

Definition at line 259 of file AthCommonDataStore.h.

   {
  
     // std::ostringstream ost;
     // ost << Algorithm::name() << " VHKA declareProp: " << name 
     //     << " size: " << hndArr.keys().size() 
     //     << " mode: " << hndArr.mode() 
     //     << "  vhka size: " << m_vhka.size()
     //     << "\n";
     // debug() << ost.str() << endmsg;
  
     hndArr.setOwner(this);
     m_vhka.push_back(&hndArr);
  
     Gaudi::Details::PropertyBase* p =  PBASE::declareProperty(name, hndArr, doc);
     if (p != 0) {
       p->declareUpdateHandler(&AthCommonDataStore<PBASE>::updateVHKA, this);
     } else {
       ATH_MSG_ERROR("unable to call declareProperty on VarHandleKeyArray " 
                     << name);
     }
  
     return p;
  
   }

◆ declareProperty() [4/6]

Gaudi::Details::PropertyBase* AthCommonDataStore< AthCommonMsg< AlgTool > >::declareProperty	(	const std::string &	name,
		T &	property,
		const std::string &	doc,
		const SG::NotHandleType &
	)

inlineinherited

Declare a new Gaudi property.

Parameters

name	Name of the property.
property	Object holding the property value.
doc	Documentation string for the property.

This is the generic version, for types that do not derive from SG::VarHandleKey. It just forwards to the base class version of declareProperty.

Definition at line 333 of file AthCommonDataStore.h.

   {
     return PBASE::declareProperty(name, property, doc);
   }

◆ declareProperty() [5/6]

Gaudi::Details::PropertyBase* AthCommonDataStore< AthCommonMsg< AlgTool > >::declareProperty	(	const std::string &	name,
		T &	property,
		const std::string &	doc = `"none"`
	)

inlineinherited

Declare a new Gaudi property.

Parameters

name	Name of the property.
property	Object holding the property value.
doc	Documentation string for the property.

This dispatches to either the generic declareProperty or the one for VarHandle/Key/KeyArray.

Definition at line 352 of file AthCommonDataStore.h.

   {
     typedef typename SG::HandleClassifier<T>::type htype;
     return declareProperty (name, property, doc, htype());
   }

◆ declareProperty() [6/6]

Gaudi::Details::PropertyBase& AthCommonDataStore< AthCommonMsg< AlgTool > >::declareProperty ( Gaudi::Property< T, V, H > & t )

inlineinherited

Definition at line 145 of file AthCommonDataStore.h.

                                                                      {
     typedef typename SG::HandleClassifier<T>::type htype;
     return AthCommonDataStore<PBASE>::declareGaudiProperty(t, htype());
   }

◆ detStore()

const ServiceHandle<StoreGateSvc>& AthCommonDataStore< AthCommonMsg< AlgTool > >::detStore ( ) const

inlineinherited

The standard StoreGateSvc/DetectorStore Returns (kind of) a pointer to the StoreGateSvc.

Definition at line 95 of file AthCommonDataStore.h.

95 { return m_detStore; }

◆ evtStore() [1/2]

ServiceHandle<StoreGateSvc>& AthCommonDataStore< AthCommonMsg< AlgTool > >::evtStore ( )

inlineinherited

The standard StoreGateSvc (event store) Returns (kind of) a pointer to the StoreGateSvc.

Definition at line 85 of file AthCommonDataStore.h.

85 { return m_evtStore; }

◆ evtStore() [2/2]

const ServiceHandle<StoreGateSvc>& AthCommonDataStore< AthCommonMsg< AlgTool > >::evtStore ( ) const

inlineinherited

The standard StoreGateSvc (event store) Returns (kind of) a pointer to the StoreGateSvc.

Definition at line 90 of file AthCommonDataStore.h.

90 { return m_evtStore; }

◆ execute()

StatusCode PanTau::Tool_FeatureExtractor::execute ( PanTau::PanTauSeed * inSeed ) const

overridevirtual

Implements PanTau::ITool_PanTauTools.

Definition at line 95 of file Tool_FeatureExtractor.cxx.

                                                                               {
     
   bool noAnyConstituents           = inSeed->isOfTechnicalQuality(PanTau::PanTauSeed::t_NoConstituentsAtAll);
   bool noSelConstituents           = inSeed->isOfTechnicalQuality(PanTau::PanTauSeed::t_NoSelectedConstituents);
   bool noValidInputTau             = inSeed->isOfTechnicalQuality(PanTau::PanTauSeed::t_NoValidInputTau);
   bool isBadSeed                   = (noAnyConstituents || noSelConstituents || noValidInputTau);
   if(static_cast<bool>(m_Config_UseEmptySeeds)) isBadSeed = noValidInputTau;
     
   if (isBadSeed) {
     ATH_MSG_DEBUG("Seed is not valid for feature extraction (no constituents or no valid input tau) - just fill isPanTauCandidate feature");
     inSeed->getFeatures()->addFeature("CellBased_" + m_varTypeName_Basic + "_isPanTauCandidate", 0);
     return StatusCode::SUCCESS;
   }
   inSeed->getFeatures()->addFeature("CellBased_" + m_varTypeName_Basic + "_isPanTauCandidate", 1);
     
     
   ATH_CHECK( calculateBasicFeatures(inSeed) );
     
   ATH_CHECK( addConstituentMomenta(inSeed) );
     
   // map containing different methods to calc seed et
   std::map<std::string, double> variants_SeedEt;
   // calculate the Et variants for the seed
   fillVariantsSeedEt(inSeed->getConstituentsAsList_All(), variants_SeedEt);
     
   //loop through all types of Constituents in tau and calculate type features for them
   //baseline
   ATH_CHECK( calculateFeatures(inSeed, PanTau::TauConstituent::t_NoType, variants_SeedEt) );  //=> all constituents
   ATH_CHECK( calculateFeatures(inSeed, PanTau::TauConstituent::t_Charged, variants_SeedEt) ); //=> charged ones in core
   ATH_CHECK( calculateFeatures(inSeed, PanTau::TauConstituent::t_Neutral, variants_SeedEt) ); //=> neutral ones in core
   ATH_CHECK( calculateFeatures(inSeed, PanTau::TauConstituent::t_Pi0Neut, variants_SeedEt) ); //=> pi0 tagged ones in core
     
   //fill the combined features
   ATH_CHECK( addCombinedFeatures(inSeed, variants_SeedEt) );
     
   return StatusCode::SUCCESS;
 }

◆ extraDeps_update_handler()

void AthCommonDataStore< AthCommonMsg< AlgTool > >::extraDeps_update_handler ( Gaudi::Details::PropertyBase & ExtraDeps )

protectedinherited

Add StoreName to extra input/output deps as needed.

use the logic of the VarHandleKey to parse the DataObjID keys supplied via the ExtraInputs and ExtraOuputs Properties to add the StoreName if it's not explicitly given

◆ fillVariantsSeedEt()

void PanTau::Tool_FeatureExtractor::fillVariantsSeedEt	(	const std::vector< PanTau::TauConstituent * > &	tauConstituents,
		std::map< std::string, double > &	variants_SeedEt
	)

staticprotected

Definition at line 59 of file Tool_FeatureExtractor.cxx.

                                                                            {
  
   //use different approaches to calculate total energy of seed:
   variants_SeedEt["EtAllConsts"] = 0.0;
     
   //loop over all constituents in seed
   for (unsigned int iConst = 0; iConst < tauConstituents.size(); iConst++) {
         
     //get current constituents
     PanTau::TauConstituent* curConstituent  = tauConstituents.at(iConst);
     double                  curEt           = curConstituent->p4().Et();
         
     //update the different Et definitions
     if (curConstituent->isOfType(PanTau::TauConstituent::t_Charged) ||
         curConstituent->isOfType(PanTau::TauConstituent::t_Neutral) ) {
       variants_SeedEt["EtAllConsts"]    += curEt;
     }
   }//end loop over constituents in seed    
 }

◆ getKey()

SG::sgkey_t asg::AsgTool::getKey ( const void * ptr ) const

inherited

Get the (hashed) key of an object that is in the event store.

This is a bit of a special one. StoreGateSvc and xAOD::TEvent both provide ways for getting the SG::sgkey_t key for an object that is in the store, based on a bare pointer. But they provide different interfaces for doing so.

In order to allow tools to efficiently perform this operation, they can use this helper function.

See also: asg::AsgTool::getName

Parameters

ptr	The bare pointer to the object that the event store should know about

Returns: The hashed key of the object in the store. If not found, an invalid (zero) key.

Definition at line 119 of file AsgTool.cxx.

                                                     {
  
 #ifdef XAOD_STANDALONE
       // In case we use @c xAOD::TEvent, we have a direct function call
       // for this.
       return evtStore()->event()->getKey( ptr );
 #else
       const SG::DataProxy* proxy = evtStore()->proxy( ptr );
       return ( proxy == nullptr ? 0 : proxy->sgkey() );
 #endif // XAOD_STANDALONE
    }

◆ getName()

const std::string & asg::AsgTool::getName ( const void * ptr ) const

inherited

Get the name of an object that is / should be in the event store.

This is a bit of a special one. StoreGateSvc and xAOD::TEvent both provide ways for getting the std::string name for an object that is in the store, based on a bare pointer. But they provide different interfaces for doing so.

In order to allow tools to efficiently perform this operation, they can use this helper function.

See also: asg::AsgTool::getKey

Parameters

ptr	The bare pointer to the object that the event store should know about

Returns: The string name of the object in the store. If not found, an empty string.

Definition at line 106 of file AsgTool.cxx.

                                                             {
  
 #ifdef XAOD_STANDALONE
       // In case we use @c xAOD::TEvent, we have a direct function call
       // for this.
       return evtStore()->event()->getName( ptr );
 #else
       const SG::DataProxy* proxy = evtStore()->proxy( ptr );
       static const std::string dummy = "";
       return ( proxy == nullptr ? dummy : proxy->name() );
 #endif // XAOD_STANDALONE
    }

◆ getProperty()

template<class T >

const T* asg::AsgTool::getProperty ( const std::string & name ) const

inherited

Get one of the tool's properties.

◆ initialize()

StatusCode PanTau::Tool_FeatureExtractor::initialize ( )

overridevirtual

Dummy implementation of the initialisation function.

It's here to allow the dual-use tools to skip defining an initialisation function. Since many are doing so...

Reimplemented from asg::AsgTool.

Definition at line 27 of file Tool_FeatureExtractor.cxx.

                                                    {
  
   ATH_MSG_INFO(" initialize()");
   m_init=true;
     
   ATH_CHECK( HelperFunctions::bindToolHandle( m_Tool_InformationStore, m_Tool_InformationStoreName ) );
   ATH_CHECK( m_Tool_InformationStore.retrieve() );
     
   ATH_CHECK( m_Tool_InformationStore->getInfo_String("FeatureExtractor_VarTypeName_varTypeName_Sum",          m_varTypeName_Sum) );
   ATH_CHECK( m_Tool_InformationStore->getInfo_String("FeatureExtractor_VarTypeName_varTypeName_Ratio",        m_varTypeName_Ratio) );
   ATH_CHECK( m_Tool_InformationStore->getInfo_String("FeatureExtractor_VarTypeName_varTypeName_Isolation",    m_varTypeName_Isolation) );
   ATH_CHECK( m_Tool_InformationStore->getInfo_String("FeatureExtractor_VarTypeName_varTypeName_Num",          m_varTypeName_Num) );
   ATH_CHECK( m_Tool_InformationStore->getInfo_String("FeatureExtractor_VarTypeName_varTypeName_Mean",         m_varTypeName_Mean) );
   ATH_CHECK( m_Tool_InformationStore->getInfo_String("FeatureExtractor_VarTypeName_varTypeName_StdDev",       m_varTypeName_StdDev) );
   ATH_CHECK( m_Tool_InformationStore->getInfo_String("FeatureExtractor_VarTypeName_varTypeName_HLV",          m_varTypeName_HLV) );
   ATH_CHECK( m_Tool_InformationStore->getInfo_String("FeatureExtractor_VarTypeName_varTypeName_Angle",        m_varTypeName_Angle) );
   ATH_CHECK( m_Tool_InformationStore->getInfo_String("FeatureExtractor_VarTypeName_varTypeName_DeltaR",       m_varTypeName_DeltaR) );
   ATH_CHECK( m_Tool_InformationStore->getInfo_String("FeatureExtractor_VarTypeName_varTypeName_JetMoment",    m_varTypeName_JetMoment) );
   ATH_CHECK( m_Tool_InformationStore->getInfo_String("FeatureExtractor_VarTypeName_varTypeName_Combined",     m_varTypeName_Combined) );
   ATH_CHECK( m_Tool_InformationStore->getInfo_String("FeatureExtractor_VarTypeName_varTypeName_Basic",        m_varTypeName_Basic) );
   ATH_CHECK( m_Tool_InformationStore->getInfo_String("FeatureExtractor_VarTypeName_varTypeName_PID",          m_varTypeName_PID) );
     
   ATH_CHECK( m_Tool_InformationStore->getInfo_Int("FeatureExtractor_UseEmptySeeds",                           m_Config_UseEmptySeeds) );
     
   ATH_CHECK( m_Tool_InformationStore->getInfo_VecDouble("CellBased_BinEdges_Eta",               m_Config_CellBased_BinEdges_Eta) );
   ATH_CHECK( m_Tool_InformationStore->getInfo_VecDouble("CellBased_EtaBinned_Pi0MVACut_1prong", m_Config_CellBased_EtaBinned_Pi0MVACut_1prong) );
   ATH_CHECK( m_Tool_InformationStore->getInfo_VecDouble("CellBased_EtaBinned_Pi0MVACut_3prong", m_Config_CellBased_EtaBinned_Pi0MVACut_3prong) );
     
   return StatusCode::SUCCESS;
 }

◆ inputHandles()

virtual std::vector<Gaudi::DataHandle*> AthCommonDataStore< AthCommonMsg< AlgTool > >::inputHandles ( ) const

overridevirtualinherited

Return this algorithm's input handles.

We override this to include handle instances from key arrays if they have not yet been declared. See comments on updateVHKA.

◆ isInitialized()

bool PanTau::Tool_FeatureExtractor::isInitialized ( )

inlineoverridevirtual

Implements PanTau::ITool_PanTauTools.

Definition at line 116 of file Tool_FeatureExtractor.h.

116 {return m_init;}

◆ msg() [1/2]

MsgStream& AthCommonMsg< AlgTool >::msg ( ) const

inlineinherited

Definition at line 24 of file AthCommonMsg.h.

                                 {
     return this->msgStream();
   }

◆ msg() [2/2]

MsgStream& AthCommonMsg< AlgTool >::msg ( const MSG::Level lvl ) const

inlineinherited

Definition at line 27 of file AthCommonMsg.h.

                                                   {
     return this->msgStream(lvl);
   }

◆ msg_level_name()

const std::string & asg::AsgTool::msg_level_name ( ) const

inherited

A deprecated function for getting the message level's name.

Instead of using this, weirdly named function, user code should get the string name of the current minimum message level (in case they really need it...), with:

MSG::name( msg().level() )

This function's name doesn't follow the ATLAS coding rules, and as such will be removed in the not too distant future.

Returns: The string name of the current minimum message level that's printed

Definition at line 101 of file AsgTool.cxx.

                                                   {
  
       return MSG::name( msg().level() );
    }

◆ msgLvl()

bool AthCommonMsg< AlgTool >::msgLvl ( const MSG::Level lvl ) const

inlineinherited

Definition at line 30 of file AthCommonMsg.h.

                                                {
     return this->msgLevel(lvl);
   }

◆ outputHandles()

virtual std::vector<Gaudi::DataHandle*> AthCommonDataStore< AthCommonMsg< AlgTool > >::outputHandles ( ) const

overridevirtualinherited

Return this algorithm's output handles.

We override this to include handle instances from key arrays if they have not yet been declared. See comments on updateVHKA.

◆ print()

void asg::AsgTool::print ( ) const

virtualinherited

Print the state of the tool.

Implements asg::IAsgTool.

Reimplemented in JetRecTool, JetFinder, JetModifiedMassDrop, JetFromPseudojet, JetReclusterer, JetReclusteringTool, JetTruthLabelingTool, JetPileupLabelingTool, HI::HIPileupTool, LundVariablesTool, JetDumper, JetBottomUpSoftDrop, JetRecursiveSoftDrop, JetSoftDrop, JetConstituentsRetriever, JetSubStructureMomentToolsBase, JetSplitter, JetToolRunner, JetPruner, JetPseudojetRetriever, JetTrimmer, AsgHelloTool, and KtDeltaRTool.

Definition at line 131 of file AsgTool.cxx.

                              {
  
       ATH_MSG_INFO( "AsgTool " << name() << " @ " << this );
       return;
    }

◆ renounce()

std::enable_if_t<std::is_void_v<std::result_of_t<decltype(&T::renounce)(T)> > && !std::is_base_of_v<SG::VarHandleKeyArray, T> && std::is_base_of_v<Gaudi::DataHandle, T>, void> AthCommonDataStore< AthCommonMsg< AlgTool > >::renounce ( T & h )

inlineprotectedinherited

Definition at line 380 of file AthCommonDataStore.h.

   {
     h.renounce();
     PBASE::renounce (h);
   }

◆ renounceArray()

void AthCommonDataStore< AthCommonMsg< AlgTool > >::renounceArray ( SG::VarHandleKeyArray & handlesArray )

inlineprotectedinherited

remove all handles from I/O resolution

Definition at line 364 of file AthCommonDataStore.h.

                                                           {
     handlesArray.renounce();
   }

◆ sysInitialize()

virtual StatusCode AthCommonDataStore< AthCommonMsg< AlgTool > >::sysInitialize ( )

overridevirtualinherited

Perform system initialization for an algorithm.

We override this to declare all the elements of handle key arrays at the end of initialization. See comments on updateVHKA.

Reimplemented in DerivationFramework::CfAthAlgTool, AthCheckedComponent< AthAlgTool >, AthCheckedComponent<::AthAlgTool >, and asg::AsgMetadataTool.

◆ sysStart()

virtual StatusCode AthCommonDataStore< AthCommonMsg< AlgTool > >::sysStart ( )

overridevirtualinherited

Handle START transition.

We override this in order to make sure that conditions handle keys can cache a pointer to the conditions container.

◆ updateVHKA()

void AthCommonDataStore< AthCommonMsg< AlgTool > >::updateVHKA ( Gaudi::Details::PropertyBase & )

inlineinherited

Definition at line 308 of file AthCommonDataStore.h.

                                                {
     // debug() << "updateVHKA for property " << p.name() << " " << p.toString() 
     //         << "  size: " << m_vhka.size() << endmsg;
     for (auto &a : m_vhka) {
       std::vector<SG::VarHandleKey*> keys = a->keys();
       for (auto k : keys) {
         k->setOwner(this);
       }
     }
   }

◆ varTypeName_Angle()

static const std::string PanTau::Tool_FeatureExtractor::varTypeName_Angle ( )

inlinestaticprotected

Definition at line 91 of file Tool_FeatureExtractor.h.

91 {return "Angle";}

◆ varTypeName_Basic()

static const std::string PanTau::Tool_FeatureExtractor::varTypeName_Basic ( )

inlinestaticprotected

Definition at line 95 of file Tool_FeatureExtractor.h.

95 {return "Basic";}

◆ varTypeName_Combined()

static const std::string PanTau::Tool_FeatureExtractor::varTypeName_Combined ( )

inlinestaticprotected

Definition at line 94 of file Tool_FeatureExtractor.h.

94 {return "Combined";}

◆ varTypeName_DeltaR()

static const std::string PanTau::Tool_FeatureExtractor::varTypeName_DeltaR ( )

inlinestaticprotected

Definition at line 92 of file Tool_FeatureExtractor.h.

92 {return "DeltaR";}

◆ varTypeName_HLV()

static const std::string PanTau::Tool_FeatureExtractor::varTypeName_HLV ( )

inlinestaticprotected

Definition at line 90 of file Tool_FeatureExtractor.h.

90 {return "HLV";}

◆ varTypeName_Isolation()

static const std::string PanTau::Tool_FeatureExtractor::varTypeName_Isolation ( )

inlinestaticprotected

Definition at line 86 of file Tool_FeatureExtractor.h.

86 {return "Isolation";}

◆ varTypeName_JetMoment()

static const std::string PanTau::Tool_FeatureExtractor::varTypeName_JetMoment ( )

inlinestaticprotected

Definition at line 93 of file Tool_FeatureExtractor.h.

93 {return "JetMoment";}

◆ varTypeName_Mean()

static const std::string PanTau::Tool_FeatureExtractor::varTypeName_Mean ( )

inlinestaticprotected

Definition at line 88 of file Tool_FeatureExtractor.h.

88 {return "Mean";}

◆ varTypeName_Num()

static const std::string PanTau::Tool_FeatureExtractor::varTypeName_Num ( )

inlinestaticprotected

Definition at line 87 of file Tool_FeatureExtractor.h.

87 {return "Num";}

◆ varTypeName_PID()

static const std::string PanTau::Tool_FeatureExtractor::varTypeName_PID ( )

inlinestaticprotected

Definition at line 96 of file Tool_FeatureExtractor.h.

96 {return "PID";}

◆ varTypeName_Ratio()

static const std::string PanTau::Tool_FeatureExtractor::varTypeName_Ratio ( )

inlinestaticprotected

Definition at line 85 of file Tool_FeatureExtractor.h.

85 {return "Ratio";}

◆ varTypeName_Shots()

static const std::string PanTau::Tool_FeatureExtractor::varTypeName_Shots ( )

inlinestaticprotected

Definition at line 97 of file Tool_FeatureExtractor.h.

97 {return "Shots";}

◆ varTypeName_StdDev()

static const std::string PanTau::Tool_FeatureExtractor::varTypeName_StdDev ( )

inlinestaticprotected

Definition at line 89 of file Tool_FeatureExtractor.h.

89 {return "StdDev";}

◆ varTypeName_Sum()

static const std::string PanTau::Tool_FeatureExtractor::varTypeName_Sum ( )

inlinestaticprotected

Definition at line 84 of file Tool_FeatureExtractor.h.

84 {return "Sum";}

Member Data Documentation

◆ m_Config_CellBased_BinEdges_Eta

std::vector<double> PanTau::Tool_FeatureExtractor::m_Config_CellBased_BinEdges_Eta

protected

Helper members.

Definition at line 79 of file Tool_FeatureExtractor.h.

◆ m_Config_CellBased_EtaBinned_Pi0MVACut_1prong

std::vector<double> PanTau::Tool_FeatureExtractor::m_Config_CellBased_EtaBinned_Pi0MVACut_1prong

protected

Definition at line 80 of file Tool_FeatureExtractor.h.

◆ m_Config_CellBased_EtaBinned_Pi0MVACut_3prong

std::vector<double> PanTau::Tool_FeatureExtractor::m_Config_CellBased_EtaBinned_Pi0MVACut_3prong

protected

Definition at line 81 of file Tool_FeatureExtractor.h.

◆ m_Config_UseEmptySeeds

int PanTau::Tool_FeatureExtractor::m_Config_UseEmptySeeds = 0

protected

Definition at line 75 of file Tool_FeatureExtractor.h.

◆ m_detStore

StoreGateSvc_t AthCommonDataStore< AthCommonMsg< AlgTool > >::m_detStore

privateinherited

Pointer to StoreGate (detector store by default)

Definition at line 393 of file AthCommonDataStore.h.

◆ m_evtStore

StoreGateSvc_t AthCommonDataStore< AthCommonMsg< AlgTool > >::m_evtStore

privateinherited

Pointer to StoreGate (event store by default)

Definition at line 390 of file AthCommonDataStore.h.

◆ m_HelperFunctions

PanTau::HelperFunctions PanTau::Tool_FeatureExtractor::m_HelperFunctions

protected

Definition at line 46 of file Tool_FeatureExtractor.h.

◆ m_init

bool PanTau::Tool_FeatureExtractor::m_init =false

protected

Definition at line 113 of file Tool_FeatureExtractor.h.

◆ m_Tool_InformationStore

ToolHandle<PanTau::ITool_InformationStore> PanTau::Tool_FeatureExtractor::m_Tool_InformationStore {this, "Tool_InformationStore", "PanTau::Tool_InformationStore/Tool_InformationStore","Tool handle to the information store tool"}

protected

Definition at line 47 of file Tool_FeatureExtractor.h.

◆ m_Tool_InformationStoreName

Gaudi::Property<std::string> PanTau::Tool_FeatureExtractor::m_Tool_InformationStoreName {this, "Tool_InformationStoreName", "", "Tool handle to the information store tool"}

protected

Definition at line 48 of file Tool_FeatureExtractor.h.

◆ m_varHandleArraysDeclared

bool AthCommonDataStore< AthCommonMsg< AlgTool > >::m_varHandleArraysDeclared

privateinherited

Definition at line 399 of file AthCommonDataStore.h.

◆ m_varTypeName_Angle

std::string PanTau::Tool_FeatureExtractor::m_varTypeName_Angle

protected

Definition at line 106 of file Tool_FeatureExtractor.h.

◆ m_varTypeName_Basic

std::string PanTau::Tool_FeatureExtractor::m_varTypeName_Basic

protected

Definition at line 110 of file Tool_FeatureExtractor.h.

◆ m_varTypeName_Combined

std::string PanTau::Tool_FeatureExtractor::m_varTypeName_Combined

protected

Definition at line 109 of file Tool_FeatureExtractor.h.

◆ m_varTypeName_DeltaR

std::string PanTau::Tool_FeatureExtractor::m_varTypeName_DeltaR

protected

Definition at line 107 of file Tool_FeatureExtractor.h.

◆ m_varTypeName_HLV

std::string PanTau::Tool_FeatureExtractor::m_varTypeName_HLV

protected

Definition at line 105 of file Tool_FeatureExtractor.h.

◆ m_varTypeName_Isolation

std::string PanTau::Tool_FeatureExtractor::m_varTypeName_Isolation

protected

Definition at line 101 of file Tool_FeatureExtractor.h.

◆ m_varTypeName_JetMoment

std::string PanTau::Tool_FeatureExtractor::m_varTypeName_JetMoment

protected

Definition at line 108 of file Tool_FeatureExtractor.h.

◆ m_varTypeName_Mean

std::string PanTau::Tool_FeatureExtractor::m_varTypeName_Mean

protected

Definition at line 103 of file Tool_FeatureExtractor.h.

◆ m_varTypeName_Num

std::string PanTau::Tool_FeatureExtractor::m_varTypeName_Num

protected

Definition at line 102 of file Tool_FeatureExtractor.h.

◆ m_varTypeName_PID

std::string PanTau::Tool_FeatureExtractor::m_varTypeName_PID

protected

Definition at line 111 of file Tool_FeatureExtractor.h.

◆ m_varTypeName_Ratio

std::string PanTau::Tool_FeatureExtractor::m_varTypeName_Ratio

protected

Definition at line 100 of file Tool_FeatureExtractor.h.

◆ m_varTypeName_StdDev

std::string PanTau::Tool_FeatureExtractor::m_varTypeName_StdDev

protected

Definition at line 104 of file Tool_FeatureExtractor.h.

◆ m_varTypeName_Sum

std::string PanTau::Tool_FeatureExtractor::m_varTypeName_Sum

protected

Definition at line 99 of file Tool_FeatureExtractor.h.

◆ m_vhka

std::vector<SG::VarHandleKeyArray*> AthCommonDataStore< AthCommonMsg< AlgTool > >::m_vhka

privateinherited

Definition at line 398 of file AthCommonDataStore.h.

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

Public Member Functions

Protected Member Functions

Static Protected Member Functions

Protected Attributes

Private Types

Private Member Functions

Private Attributes

Detailed Description

Member Typedef Documentation

◆ StoreGateSvc_t

Constructor & Destructor Documentation

◆ Tool_FeatureExtractor()

Member Function Documentation

◆ addCombinedFeatures()

◆ addConstituentMomenta()

◆ addFeatureWrtSeedEnergy()

◆ calculateBasicFeatures()

◆ calculateFeatures()

◆ declareGaudiProperty() [1/4]

◆ declareGaudiProperty() [2/4]

◆ declareGaudiProperty() [3/4]

◆ declareGaudiProperty() [4/4]

◆ declareProperty() [1/6]

◆ declareProperty() [2/6]

◆ declareProperty() [3/6]

◆ declareProperty() [4/6]

◆ declareProperty() [5/6]

◆ declareProperty() [6/6]

◆ detStore()

◆ evtStore() [1/2]

◆ evtStore() [2/2]

◆ execute()

◆ extraDeps_update_handler()

◆ fillVariantsSeedEt()

◆ getKey()

◆ getName()

◆ getProperty()

◆ initialize()

◆ inputHandles()

◆ isInitialized()

◆ msg() [1/2]

◆ msg() [2/2]

◆ msg_level_name()

◆ msgLvl()

◆ outputHandles()

◆ print()

◆ renounce()

◆ renounceArray()

◆ sysInitialize()

◆ sysStart()

◆ updateVHKA()

◆ varTypeName_Angle()

◆ varTypeName_Basic()

◆ varTypeName_Combined()

◆ varTypeName_DeltaR()

◆ varTypeName_HLV()

◆ varTypeName_Isolation()

◆ varTypeName_JetMoment()

◆ varTypeName_Mean()

◆ varTypeName_Num()

◆ varTypeName_PID()

◆ varTypeName_Ratio()

◆ varTypeName_Shots()

◆ varTypeName_StdDev()

◆ varTypeName_Sum()

Member Data Documentation

◆ m_Config_CellBased_BinEdges_Eta

◆ m_Config_CellBased_EtaBinned_Pi0MVACut_1prong

◆ m_Config_CellBased_EtaBinned_Pi0MVACut_3prong

◆ m_Config_UseEmptySeeds

◆ m_detStore

◆ m_evtStore

◆ m_HelperFunctions

◆ m_init

◆ m_Tool_InformationStore

◆ m_Tool_InformationStoreName

◆ m_varHandleArraysDeclared

◆ m_varTypeName_Angle

◆ m_varTypeName_Basic

◆ m_varTypeName_Combined