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JSSTaggerUtils Class Referenceabstract

#include <JSSTaggerUtils.h>

Inheritance diagram for JSSTaggerUtils:
Collaboration diagram for JSSTaggerUtils:

Public Member Functions

 JSSTaggerUtils (const std::string &name)
 Constructor. More...
 
virtual StatusCode initialize () override
 Run once at the start of the job to setup everything. More...
 
virtual StatusCode tag (const xAOD::Jet &jet) const override
 IJetSelectorTool interface. More...
 
TH2D MakeJetImage (TString TagImage, const xAOD::Jet *jet, std::vector< xAOD::JetConstituent > constituents) const override
 
StatusCode GetImageScore (const xAOD::JetContainer &jets) const override
 
StatusCode GetConstScore (const xAOD::JetContainer &jets) const override
 
StatusCode GetQGConstScore (const xAOD::JetContainer &jets) const override
 
StatusCode GetHLScore (const xAOD::JetContainer &jets) const override
 
std::map< std::string, double > GetJSSVars (const xAOD::Jet &jet) const override
 
StatusCode ReadScaler () override
 
virtual void print () const =0
 Print the state of the tool. More...
 
virtual StatusCode decorate (const xAOD::JetContainer &jets) const override
 Decorate jet collection with tagging info. More...
 
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 > &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
 
virtual StatusCode modify (xAOD::JetContainer &jets) const override final
 Concrete implementation of the function inherited from IJetModifier. More...
 

Public Attributes

std::map< std::string, std::vector< double > > m_scaler
 

Protected Types

enum  TAGCLASS { Unknown, WBoson, ZBoson, TopQuark }
 TAGTYPE enum. More...
 

Protected Member Functions

StatusCode getConfigReader ()
 Get configReader StatusCode. More...
 
StatusCode resetCuts (asg::AcceptData &acceptData) const
 Reset cuts. More...
 
bool passKinRange (const xAOD::Jet &jet) const
 Check if jet passes kinematic constraints. More...
 
StatusCode checkKinRange (const xAOD::Jet &jet, asg::AcceptData &acceptData) const
 Check and record if jet passes kinematic constraints. More...
 
int calculateJSSRatios (const xAOD::Jet &jet) const
 Calculate JSS moment ratios in case they are not already saved TODO: Remove this once JSSMomentTools is modified to take const jets. More...
 
void decorateJSSRatios (const xAOD::JetContainer &jets) const
 
int findPV () const
 Find the PV (to be used for Ntrk) More...
 
int GetUnGroomTracks (const xAOD::Jet &jet, int indexPV) const
 Retrieve Ntrk variable from the ungroomed parent jet. More...
 
StatusCode getWeight (const xAOD::Jet &jet, bool passSel, asg::AcceptData &acceptData) const
 Get SF weight. More...
 
std::pair< double, double > getSF (const xAOD::Jet &jet, const std::string &truthLabelStr) const
 Get scale factor and efficiency. More...
 
std::string getTruthLabelStr (const xAOD::Jet &jet, asg::AcceptData &acceptData) const
 
void printCuts () const
 Print configured cuts. More...
 
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...
 

Protected Attributes

TEnv m_configReader
 TEnv instance to read config files. More...
 
asg::AcceptInfo m_acceptInfo
 Object that stores the results for a jet. More...
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decTaggedKey {this, "TaggedName", "Tagged", "SG key for Tagged"}
 WriteDecorHandle keys for tagging bools. More...
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decValidPtRangeHighKey {this, "ValidPtRangeHighName", "ValidPtRangeHigh", "SG key for ValidPtRangeHigh"}
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decValidPtRangeLowKey {this, "ValidPtRangeLowName", "ValidPtRangeLow", "SG key for ValidPtRangeLow"}
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decValidEtaRangeKey {this, "ValidEtaRangeName", "ValidEtaRange", "SG key for ValidEtaRange"}
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decValidKinRangeKey {this, "ValidKinRangeName", "ValidKinRange", "SG key for ValidKinRange"}
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decValidJetContentKey {this, "ValidJetContentName", "ValidJetContent", "SG key for ValidJetContent"}
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decValidEventContentKey {this, "ValidEventContentName", "ValidEventContent", "SG key for ValidEventContent"}
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decPassMassKey {this, "PassMassName", "PassMass", "SG key for PassMass"}
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decPassScoreKey {this, "PassScoreName", "PassScore", "SG key for PassScore"}
 
SG::ReadDecorHandleKey< xAOD::JetContainerm_readNtrk500Key {this, "Ntrk500Name", "ParentJetNTrkPt500", "SG key for Ntrk500 from ungroomed jet"}
 
const int m_nWarnMax = 10
 Maximum number of warnings. More...
 
std::atomic< int > m_nWarnVar
 Warning counters. More...
 
bool m_ptGeV = false
 Flag to indicate units pT is defined in Set to false by default. More...
 
bool m_useMassCut = false
 Flag to indicate if mass window cut is used. More...
 
bool m_useScoreCut = false
 Flag to indicate if a discriminant score is used. More...
 
TAGCLASS m_tagClass {Unknown}
 
std::string m_containerName
 Configurable members. More...
 
std::string m_weightConfigPath
 Path to the SF configuration root file. More...
 
std::string m_configFile
 Configuration file name. More...
 
std::string m_calibArea
 Location where config files live on cvmfs. More...
 
std::string m_kerasConfigFileName
 Keras configurations for ML taggers. More...
 
std::string m_kerasConfigFilePath
 
std::string m_kerasConfigOutputName
 
std::string m_kerasCalibArea
 
std::string m_tmvaConfigFileName
 TMVA configurations for BDT taggers. More...
 
std::string m_tmvaConfigFilePath
 
std::string m_tmvaCalibArea
 
std::string m_wkpt
 Tagger information. More...
 
std::string m_tagType
 
float m_jetPtMin {}
 Kinematic bounds for the jet - the units are controlled by m_ptGeV. More...
 
float m_jetPtMax {}
 
float m_jetEtaMax {}
 
bool m_useECFG = false
 Flags controlling whether generalized ECF moments or L-series ratios are needed TODO: Implement the functionality controlled by these. More...
 
bool m_useLSeries = false
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decTau21WTAKey {this, "Tau21WTANameOut", "Tau21_wta", "SG key for Tau21_wta"}
 WriteDecorHandle keys for JSS moments. More...
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decTau32WTAKey {this, "Tau32WTANameOut", "Tau32_wta", "SG key for Tau32_wta"}
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decTau42WTAKey {this, "Tau42WTANameOut", "Tau42_wta", "SG key for Tau42_wta"}
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decC2Key {this, "C2NameOut", "C2", "SG key for C2"}
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decD2Key {this, "D2NameOut", "D2", "SG key for D2"}
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decE3Key {this, "e3NameOut", "e3", "SG key for e3"}
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decL2Key {this, "L2NameOut", "L2", "SG key for L2"}
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decL3Key {this, "L3NameOut", "L3", "SG key for L3"}
 
SG::ReadDecorHandleKey< xAOD::JetContainerm_readTau1WTAKey {this, "Tau1WTAName", "Tau1_wta", "SG key for Tau1_wta"}
 ReadDecorHandle keys for JSS moments. More...
 
SG::ReadDecorHandleKey< xAOD::JetContainerm_readTau2WTAKey {this, "Tau2WTAName", "Tau2_wta", "SG key for Tau2_wta"}
 
SG::ReadDecorHandleKey< xAOD::JetContainerm_readTau3WTAKey {this, "Tau3WTAName", "Tau3_wta", "SG key for Tau3_wta"}
 
SG::ReadDecorHandleKey< xAOD::JetContainerm_readTau4WTAKey {this, "Tau4WTAName", "Tau4_wta", "SG key for Tau4_wta"}
 
SG::ReadDecorHandleKey< xAOD::JetContainerm_readECF1Key {this, "ECF1Name", "ECF1", "SG key for ECF1"}
 
SG::ReadDecorHandleKey< xAOD::JetContainerm_readECF2Key {this, "ECF2Name", "ECF2", "SG key for ECF2"}
 
SG::ReadDecorHandleKey< xAOD::JetContainerm_readECF3Key {this, "ECF3Name", "ECF3", "SG key for ECF3"}
 
SG::ReadDecorHandleKey< xAOD::JetContainerm_readSplit12Key {this, "Split12Name", "Split12", "SG key for Split12"}
 
SG::ReadDecorHandleKey< xAOD::JetContainerm_readSplit23Key {this, "Split23Name", "Split23", "SG key for Split23"}
 
SG::ReadDecorHandleKey< xAOD::JetContainerm_readQwKey {this, "QwName", "Qw", "SG key for Qw"}
 
SG::ReadDecorHandleKey< xAOD::JetContainerm_readThrustMajKey {this, "ThrustMajName", "ThrustMaj", "SG key for ThrustMaj"}
 
SG::ReadDecorHandleKey< xAOD::JetContainerm_readSphericityKey {this, "SphericityName", "Sphericity", "SG key for Sphericity"}
 
SG::ReadDecorHandleKey< xAOD::JetContainerm_readECFG331Key {this, "ECFG331Name", "ECFG_3_3_1", "SG key for ECFG_3_3_1"}
 
SG::ReadDecorHandleKey< xAOD::JetContainerm_readECFG311Key {this, "ECFG311Name", "ECFG_3_1_1", "SG key for ECFG_3_1_1"}
 
SG::ReadDecorHandleKey< xAOD::JetContainerm_readECFG212Key {this, "ECFG212Name", "ECFG_2_1_2", "SG key for ECFG_2_1_2"}
 
SG::ReadDecorHandleKey< xAOD::JetContainerm_readParentKey {this, "ParentName", "Parent", "SG key for Parent"}
 
bool m_suppressOutputDependence {}
 
std::string m_strMassCutLow
 Strings for cut functions. More...
 
std::string m_strMassCutHigh
 
std::string m_strScoreCut
 
std::unique_ptr< TF1 > m_funcMassCutLow
 TF1 for cut functions. More...
 
std::unique_ptr< TF1 > m_funcMassCutHigh
 
std::unique_ptr< TF1 > m_funcScoreCut
 
std::string m_decorationName
 Decoration name. More...
 
bool m_calcSF {}
 Flag to calculate scale factor. More...
 
bool m_isMC {}
 
std::string m_weightDecorationName
 String for scale factor decoration names. More...
 
std::string m_weightFileName
 
std::string m_weightHistogramName
 
std::string m_efficiencyHistogramName
 
std::string m_weightFlavors
 
std::unique_ptr< TFile > m_weightConfig
 Histograms for scale factors. More...
 
std::map< std::string, std::unique_ptr< TH2D > > m_weightHistograms
 
std::map< std::string, std::unique_ptr< TH2D > > m_efficiencyHistograms
 
bool m_truthLabelUseTRUTH3 {}
 Truth label options. More...
 
std::string m_truthParticleContainerName
 
std::string m_truthBosonContainerName
 
std::string m_truthTopQuarkContainerName
 
std::string m_truthLabelName
 
SG::ReadDecorHandleKey< xAOD::JetContainerm_readTruthLabelKey {this, "truthLabelName", "truthLabel", "SG key for truthLabel"}
 Truth label ReadDecorHandle key. More...
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decCutMLowKey {this, "CutMLowName", "Cut_mlow", "SG key for Cut_mlow"}
 WriteDecorHandle keys for cut values. More...
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decCutMHighKey {this, "CutMHighName", "Cut_mhigh", "SG key for Cut_mhigh"}
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decScoreCutKey {this, "CutScoreName", "Cut_score", "SG key for Cut_score"}
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decScoreValueKey {this, "ScoreName", "Score", "SG key for Score"}
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decWeightKey {this, "weightName", "weight", "SG key for weight"}
 WriteDecorHandle keys for SF. More...
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decEfficiencyKey {this, "efficiencyName", "efficiency", "SG key for efficiency"}
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decEffSFKey {this, "effSFName", "effSF", "SG key for effSF"}
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decSigeffSFKey {this, "sigeffSFName", "sigeffSF", "SG key for effSF"}
 

Private Types

typedef ServiceHandle< StoreGateSvcStoreGateSvc_t
 

Private Member Functions

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

Private Attributes

int m_nbins_eta {}
 
int m_nbins_phi {}
 
double m_min_eta {}
 
double m_max_eta {}
 
double m_min_phi {}
 
double m_max_phi {}
 
int m_ncolors {}
 
bool m_dorscaling {}
 
double m_rscaling_p0 {}
 
double m_rscaling_p1 {}
 
bool m_UseConstTagger {}
 
ToolHandle< AthONNX::IJSSMLToolm_MLBosonTagger {"", this}
 
bool m_UseHLTagger {}
 
ToolHandle< AthONNX::IJSSMLToolm_MLBosonTagger_HL {"", this}
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decNConstituentsKey {this, "nConstituentsName", "nConstituents", "SG key for constituents multiplicity"}
 WriteDecorHandle keys. More...
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decNTopoTowersKey {this, "nTopoTowersName", "nTopoTowers", "SG key for towers multiplicity"}
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decConstScoreKey {this, "ConstScoreNameDec", "ConstScore", "SG key for ConstScore"}
 
SG::ReadDecorHandleKey< xAOD::JetContainerm_readConstScoreKey {this, "ConstScoreNameRead", "ConstScore", "SG key for ConstScore"}
 
SG::WriteDecorHandleKey< xAOD::JetContainerm_decHLScoreKey {this, "HLScoreName", "HLScore", "SG key for HLScore"}
 
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

Definition at line 14 of file JSSTaggerUtils.h.

Member Typedef Documentation

◆ StoreGateSvc_t

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

Definition at line 388 of file AthCommonDataStore.h.

Member Enumeration Documentation

◆ TAGCLASS

enum JSSTaggerBase::TAGCLASS
protectedinherited

TAGTYPE enum.

Enumerator
Unknown 
WBoson 
ZBoson 
TopQuark 

Definition at line 98 of file JSSTaggerBase.h.

Constructor & Destructor Documentation

◆ JSSTaggerUtils()

JSSTaggerUtils::JSSTaggerUtils ( const std::string &  name)

Constructor.

Definition at line 36 of file JSSTaggerUtils.cxx.

36  :
38 {
39  declareProperty("MLBosonTagger", m_MLBosonTagger, "Tool to manage the data pre-processing and inference of the Const model");
40  declareProperty("MLBosonTaggerHL", m_MLBosonTagger_HL, "Tool to manage the data pre-processing and inference of the High-Level model");
41  declareProperty("nPixelsEta", m_nbins_eta);
42  declareProperty("nPixelsPhi", m_nbins_phi);
43  declareProperty("nColors", m_ncolors);
44  declareProperty("MinEtaRange", m_min_eta);
45  declareProperty("MaxEtaRange", m_max_eta);
46  declareProperty("MinPhiRange", m_min_phi);
47  declareProperty("MaxPhiRange", m_max_phi);
48  declareProperty("DoRScaling", m_dorscaling);
49  declareProperty("RScaling_p0", m_rscaling_p0);
50  declareProperty("RScaling_p1", m_rscaling_p1);
51 }

Member Function Documentation

◆ calculateJSSRatios()

int JSSTaggerBase::calculateJSSRatios ( const xAOD::Jet jet) const
protectedinherited

Calculate JSS moment ratios in case they are not already saved TODO: Remove this once JSSMomentTools is modified to take const jets.

Calculate JSS moment ratios in case they are not already saved These are calculated by hand here because JetSubStructureMomentTools does not operate on const jets.

This should be changed in the future

Create write decor handles

Create read decor handles

WTA N-subjettiness ratios

ECF ratios

Definition at line 395 of file JSSTaggerBase.cxx.

395  {
396 
397  int result = 0;
398 
408 
414 
418 
422 
423 
425  float tau21_wta = -999.0;
426  float tau32_wta = -999.0;
427  float tau42_wta = -999.0;
428 
429  float tau1_wta = readTau1WTA(jet);
430  float tau2_wta = readTau2WTA(jet);
431  float tau3_wta = readTau3WTA(jet);
432  float tau4_wta = -999.0;
433  if(readTau4WTA.isAvailable()){
434  tau4_wta = readTau4WTA(jet);
435  }
436 
437  if ( tau1_wta > 1e-8 ) {
438  tau21_wta = tau2_wta / tau1_wta;
439  }
440  else result = 1;
441 
442  if ( tau2_wta > 1e-8 ) {
443  tau32_wta = tau3_wta / tau2_wta;
444  if(readTau4WTA.isAvailable()){
445  tau42_wta = tau4_wta / tau2_wta;
446  }
447  }
448  else result = 1;
449 
450  decTau21WTA(jet) = tau21_wta;
451  decTau32WTA(jet) = tau32_wta;
452  decTau42WTA(jet) = tau42_wta;
453 
455  float C2 = -999.0;
456  float D2 = -999.0;
457  float e3 = -999.0;
458 
459  float ECF1 = readECF1(jet);
460  float ECF2 = readECF2(jet);
461  float ECF3 = readECF3(jet);
462 
463  if ( ECF2 > 1e-8 ) {
464  C2 = ECF3 * ECF1 / std::pow( ECF2, 2.0 );
465  D2 = ECF3 * std::pow( ECF1, 3.0 ) / std::pow( ECF2, 3.0 );
466  }
467  else result = 1;
468 
469  e3 = ECF3 / std::pow( ECF1, 3.0 );
470 
471  decC2(jet) = C2;
472  decD2(jet) = D2;
473  decE3(jet) = e3;
474 
475  // L-series for UFO top taggers
476  float L2 = -999.0;
477  float L3 = -999.0;
478 
479  static const SG::AuxElement::ConstAccessor<float> accL2("L2");
480  if(!accL2.isAvailable(jet)){
481  if(readECFG331.isAvailable() && readECFG212.isAvailable()){
482  if(readECFG212(jet) > 1e-8){
483  L2 = readECFG331(jet) / pow(readECFG212(jet), (3.0/2.0));
484  }
485  else result = 1;
486  }
487  decL2(jet) = L2;
488  }
489 
490  static const SG::AuxElement::ConstAccessor<float> accL3("L3");
491  if(!accL3.isAvailable(jet)){
492  if(readECFG331.isAvailable() && readECFG311.isAvailable()){
493  if(readECFG331(jet) > 1e-8){
494  L3 = readECFG311(jet) / pow(readECFG331(jet), (1.0/3.0));
495  }
496  else result = 1;
497  }
498  decL3(jet) = L3;
499  }
500 
501  // TODO: Add ECFG for ANN tagger whenever it is defined
502 
503  return result;
504 
505 }

◆ checkKinRange()

StatusCode JSSTaggerBase::checkKinRange ( const xAOD::Jet jet,
asg::AcceptData acceptData 
) const
protectedinherited

Check and record if jet passes kinematic constraints.

Check each kinematic constraint Print warnings using counters

Create write decor handles

Decorate kinematic pass information

Definition at line 349 of file JSSTaggerBase.cxx.

349  {
350 
351  float scale = 1.0;
352  if ( m_ptGeV ) scale = 1.e3;
353 
354  bool passKinRange = true;
355 
358  if ( std::abs(jet.eta()) > m_jetEtaMax ) {
359  ATH_MSG_VERBOSE( "Jet does not pass basic kinematic selection (|eta| < " << m_jetEtaMax << "). Jet eta = " << jet.eta() );
360  acceptData.setCutResult( "ValidEtaRange", false );
361  passKinRange = false;
362  }
363 
364  if ( jet.pt() < m_jetPtMin * scale ) {
365  ATH_MSG_VERBOSE( "Jet does not pass basic kinematic selection (pT > " << m_jetPtMin * scale / 1.e3 << "). Jet pT = " << jet.pt() / 1.e3 << " GeV" );
366  acceptData.setCutResult( "ValidPtRangeLow", false );
367  passKinRange = false;
368  }
369 
370  if ( jet.pt() > m_jetPtMax * scale ) {
371  ATH_MSG_VERBOSE( "Jet does not pass basic kinematic selection (pT < " << m_jetPtMax * scale / 1.e3 << "). Jet pT = " << jet.pt() / 1.e3 << " GeV" );
372  acceptData.setCutResult( "ValidPtRangeHigh", false );
373  passKinRange = false;
374  }
375 
381 
383  decValidPtRangeHigh(jet) = acceptData.getCutResult( "ValidPtRangeHigh" );
384  decValidPtRangeLow(jet) = acceptData.getCutResult( "ValidPtRangeLow" );
385  decValidEtaRange(jet) = acceptData.getCutResult( "ValidEtaRange" );
386  decValidKinRange(jet) = passKinRange;
387 
388  return StatusCode::SUCCESS;
389 
390 }

◆ declareGaudiProperty() [1/4]

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

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

Definition at line 170 of file AthCommonDataStore.h.

172  {
173  return *AthCommonDataStore<PBASE>::declareProperty(hndl.name(),
174  hndl.value(),
175  hndl.documentation());
176 
177  }

◆ declareGaudiProperty() [2/4]

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

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

Definition at line 156 of file AthCommonDataStore.h.

158  {
159  return *AthCommonDataStore<PBASE>::declareProperty(hndl.name(),
160  hndl.value(),
161  hndl.documentation());
162 
163  }

◆ declareGaudiProperty() [3/4]

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

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

Definition at line 184 of file AthCommonDataStore.h.

186  {
187  return *AthCommonDataStore<PBASE>::declareProperty(hndl.name(),
188  hndl.value(),
189  hndl.documentation());
190  }

◆ declareGaudiProperty() [4/4]

Gaudi::Details::PropertyBase& AthCommonDataStore< AthCommonMsg< AlgTool > >::declareGaudiProperty ( Gaudi::Property< T > &  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.

200  {
201  return PBASE::declareProperty(t);
202  }

◆ 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
nameName of the property.
hndlObject holding the property value.
docDocumentation 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.

249  {
250  this->declare(hndl.vhKey());
251  hndl.vhKey().setOwner(this);
252 
253  return PBASE::declareProperty(name,hndl,doc);
254  }

◆ 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
nameName of the property.
hndlObject holding the property value.
docDocumentation 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.

225  {
226  this->declare(hndl);
227  hndl.setOwner(this);
228 
229  return PBASE::declareProperty(name,hndl,doc);
230  }

◆ 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.

263  {
264 
265  // std::ostringstream ost;
266  // ost << Algorithm::name() << " VHKA declareProp: " << name
267  // << " size: " << hndArr.keys().size()
268  // << " mode: " << hndArr.mode()
269  // << " vhka size: " << m_vhka.size()
270  // << "\n";
271  // debug() << ost.str() << endmsg;
272 
273  hndArr.setOwner(this);
274  m_vhka.push_back(&hndArr);
275 
276  Gaudi::Details::PropertyBase* p = PBASE::declareProperty(name, hndArr, doc);
277  if (p != 0) {
278  p->declareUpdateHandler(&AthCommonDataStore<PBASE>::updateVHKA, this);
279  } else {
280  ATH_MSG_ERROR("unable to call declareProperty on VarHandleKeyArray "
281  << name);
282  }
283 
284  return p;
285 
286  }

◆ 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
nameName of the property.
propertyObject holding the property value.
docDocumentation 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.

337  {
338  return PBASE::declareProperty(name, property, doc);
339  }

◆ 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
nameName of the property.
propertyObject holding the property value.
docDocumentation 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.

355  {
356  typedef typename SG::HandleClassifier<T>::type htype;
357  return declareProperty (name, property, doc, htype());
358  }

◆ declareProperty() [6/6]

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

Definition at line 145 of file AthCommonDataStore.h.

145  {
146  typedef typename SG::HandleClassifier<T>::type htype;
148  }

◆ decorate()

StatusCode JSSTaggerBase::decorate ( const xAOD::JetContainer jets) const
overridevirtualinherited

Decorate jet collection with tagging info.

Loop over jet collection and decorate each jet.

Implements IJetDecorator.

Reimplemented in JSSWTopTaggerANN, and JSSWTopTaggerDNN.

Definition at line 267 of file JSSTaggerBase.cxx.

267  {
268 
269  for ( const auto *jet : jets ) {
270  ATH_CHECK( tag(*jet) );
271  }
272 
273  return StatusCode::SUCCESS;
274 
275 }

◆ decorateJSSRatios()

void JSSTaggerBase::decorateJSSRatios ( const xAOD::JetContainer jets) const
protectedinherited

Create write decor handles

Create read decor handles

WTA N-subjettiness ratios

ECF ratios

Definition at line 508 of file JSSTaggerBase.cxx.

508  {
509 
512  bool decor_available = decTau21WTA.isAvailable();
513  if(decor_available) return;
514 
522 
528 
532 
536 
537  for(const xAOD::Jet* jet : jets){
538 
540  float tau21_wta = -999.0;
541  float tau32_wta = -999.0;
542  float tau42_wta = -999.0;
543 
544  float tau1_wta = readTau1WTA(*jet);
545  float tau2_wta = readTau2WTA(*jet);
546  float tau3_wta = readTau3WTA(*jet);
547  float tau4_wta = -999.0;
548  if(readTau4WTA.isAvailable()){
549  tau4_wta = readTau4WTA(*jet);
550  }
551 
552  if ( tau1_wta > 1e-8 ) {
553  tau21_wta = tau2_wta / tau1_wta;
554  }
555 
556  if ( tau2_wta > 1e-8 ) {
557  tau32_wta = tau3_wta / tau2_wta;
558  if(readTau4WTA.isAvailable()){
559  tau42_wta = tau4_wta / tau2_wta;
560  }
561  }
562 
563  decTau21WTA(*jet) = tau21_wta;
564  decTau32WTA(*jet) = tau32_wta;
565  decTau42WTA(*jet) = tau42_wta;
566 
568  float C2 = -999.0;
569  float D2 = -999.0;
570  float e3 = -999.0;
571 
572  float ECF1 = readECF1(*jet);
573  float ECF2 = readECF2(*jet);
574  float ECF3 = readECF3(*jet);
575 
576  if ( ECF2 > 1e-8 ) {
577  C2 = ECF3 * ECF1 / std::pow( ECF2, 2.0 );
578  D2 = ECF3 * std::pow( ECF1, 3.0 ) / std::pow( ECF2, 3.0 );
579  }
580 
581  e3 = ECF3 / std::pow( ECF1, 3.0 );
582 
583  decC2(*jet) = C2;
584  decD2(*jet) = D2;
585  decE3(*jet) = e3;
586 
587  // L-series for UFO top taggers
588  float L2 = -999.0;
589  float L3 = -999.0;
590 
591  static const SG::AuxElement::ConstAccessor<float> accL2("L2");
592  if(!accL2.isAvailable(*jet)){
593  if(readECFG331.isAvailable() && readECFG212.isAvailable()){
594  if(readECFG212(*jet) > 1e-8){
595  L2 = readECFG331(*jet) / pow(readECFG212(*jet), (3.0/2.0));
596  }
597  }
598  decL2(*jet) = L2;
599  }
600 
601  static const SG::AuxElement::ConstAccessor<float> accL3("L3");
602  if(!accL3.isAvailable(*jet)){
603  if(readECFG331.isAvailable() && readECFG311.isAvailable()){
604  if(readECFG331(*jet) > 1e-8){
605  L3 = readECFG311(*jet) / pow(readECFG331(*jet), (1.0/3.0));
606  }
607  }
608  decL3(*jet) = L3;
609  }
610 
611  // TODO: Add ECFG for ANN tagger whenever it is defined
612 
613  }
614 
615  return;
616 
617 }

◆ 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; }

◆ 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

◆ findPV()

int JSSTaggerBase::findPV ( ) const
protectedinherited

Find the PV (to be used for Ntrk)

Definition at line 620 of file JSSTaggerBase.cxx.

620  {
621 
622  int indexPV = -1;
623 
624  const xAOD::VertexContainer* vxCont = nullptr;
625  if ( evtStore()->retrieve( vxCont, "PrimaryVertices" ).isFailure() ) {
626  ATH_MSG_WARNING( "Unable to retrieve primary vertex container PrimaryVertices" );
627  }
628  else {
629  int vtx_counter = 0;
630  for ( const auto *vx : *vxCont ) {
631  if ( vx->vertexType()==xAOD::VxType::PriVtx ) {
632  indexPV = vtx_counter;
633  break;
634  }
635  vtx_counter++;
636  }
637  }
638 
639  return indexPV;
640 
641 }

◆ getConfigReader()

StatusCode JSSTaggerBase::getConfigReader ( )
protectedinherited

Get configReader StatusCode.

Get configReader TEnv.

Check for the existence of the configuration file

https://root.cern.ch/root/roottalk/roottalk02/5332.html

Definition at line 278 of file JSSTaggerBase.cxx.

278  {
279 
280  ATH_MSG_INFO( "Using config file : " << m_configFile );
281 
283  std::string configPath;
284 
285  if ( m_calibArea.compare("Local") == 0 ) {
287  }
288  else if ( m_calibArea.find("eos") != std::string::npos) {
289  configPath = PathResolverFindCalibFile((m_calibArea+"/"+m_configFile).c_str());
290  configPath = (m_calibArea+"/"+m_configFile).c_str();
291  }
292  else {
293  configPath = PathResolverFindCalibFile(("BoostedJetTaggers/"+m_calibArea+"/"+m_configFile).c_str());
294  }
295 
297  FileStat_t fStats;
298  int fSuccess = gSystem->GetPathInfo(configPath.c_str(), fStats);
299  if ( fSuccess ) {
300  ATH_MSG_ERROR( "Recommendations file " << m_configFile << " could not be found" );
301  return StatusCode::FAILURE;
302  }
303  else {
304  ATH_MSG_DEBUG( "Recommendations file was found : " << configPath );
305  }
306 
307  if ( m_configReader.ReadFile( configPath.c_str(), EEnvLevel(0) ) ) {
308  ATH_MSG_ERROR( "Error while reading config file : "<< configPath );
309  return StatusCode::FAILURE;
310  }
311 
312  return StatusCode::SUCCESS;
313 
314 }

◆ GetConstScore()

StatusCode JSSTaggerUtils::GetConstScore ( const xAOD::JetContainer jets) const
overridevirtual

Implements IJSSTaggerUtils.

Definition at line 238 of file JSSTaggerUtils.cxx.

238  {
239 
243 
244  for(const xAOD::Jet *jet : jets){
245 
246  // init value
247  float score (-99.);
248 
249  // get constituents
250  std::vector<xAOD::JetConstituent> constituents = jet -> getConstituents().asSTLVector();
251  std::sort( constituents.begin(), constituents.end(), DescendingPtSorterConstituents) ;
252 
253  int MaxConstituents (100);
254  std::vector<xAOD::JetConstituent> constituentsForModel;
255 
256  if( constituents.size() > 100 )
257  constituentsForModel = std::vector<xAOD::JetConstituent> (constituents.begin(), constituents.begin() + MaxConstituents);
258  else
259  constituentsForModel = constituents;
260 
261  // get towers
262  std::vector<const xAOD::CaloCluster*> towers;
264  if (towersAcc.isAvailable(*jet)){
265  // Vector of towers linked to jets
266  std::vector<ElementLink<DataVector<xAOD::IParticle>>> towerLinks = towersAcc(*jet);
267  for (auto link_itr : towerLinks){
268  if (!link_itr.isValid()) continue;
269  towers.push_back(dynamic_cast<const xAOD::CaloCluster *>(*link_itr));
270  }
271  }
273 
274  // use ML tool on constituents
275  std::vector<float> m, pT, eta, phi, E;
276  for(auto cnst : constituents){
277  m.push_back( cnst -> m() );
278  pT.push_back( cnst -> pt() );
279  eta.push_back( cnst -> eta() );
280  phi.push_back( cnst -> phi() );
281  E.push_back( cnst -> e() );
282  }
283  std::vector<std::vector<float>> constituents_packed = {m, pT, eta, phi};
284 
285  m.clear(); pT.clear(); eta.clear(); phi.clear();
286  for(auto cnst : towers){
287  m.push_back( cnst -> m() );
288  pT.push_back( cnst -> pt() );
289  eta.push_back( cnst -> eta() );
290  phi.push_back( cnst -> phi() );
291  E.push_back( cnst -> e() );
292  }
293  std::vector<std::vector<float>> towers_packed = {m, pT, eta, phi};
294 
295  // pack for the ML tool
296  std::vector<std::vector<float>> inputs_packed = {
297  constituents_packed.at(0), constituents_packed.at(1), constituents_packed.at(2), constituents_packed.at(3),
298  towers_packed.at(0), towers_packed.at(1), towers_packed.at(2), towers_packed.at(3),
299  };
300 
301  // evaluate the model
302  if( (constituents.size() + towers.size()) > 1 )
303  score = m_MLBosonTagger -> retrieveConstituentsScore(inputs_packed);
304 
305  // save decorator
306  decConstScore(*jet) = score;
307 
308  // and inputs as well
309  decNConstituents(*jet) = constituents.size();
310  decNTopoTowers(*jet) = towers.size();
311 
312  }
313 
314  return StatusCode::SUCCESS;
315 
316 }

◆ GetHLScore()

StatusCode JSSTaggerUtils::GetHLScore ( const xAOD::JetContainer jets) const
overridevirtual

Implements IJSSTaggerUtils.

Definition at line 459 of file JSSTaggerUtils.cxx.

459  {
460 
462 
463  // make available JSS variables
465 
466  for(const xAOD::Jet* jet : jets){
467 
468  // init value
469  float score (-99.);
470 
471  // get input variables
472  std::map<std::string, double> JSSVars = GetJSSVars(*jet);
473 
474  // evaluate the model
475  score = m_MLBosonTagger_HL -> retrieveHighLevelScore(JSSVars);
476 
477  // save decorator
478  decHLScore(*jet) = score;
479 
480  }
481 
482  return StatusCode::SUCCESS;
483 
484 }

◆ GetImageScore()

StatusCode JSSTaggerUtils::GetImageScore ( const xAOD::JetContainer jets) const
overridevirtual

Implements IJSSTaggerUtils.

Definition at line 172 of file JSSTaggerUtils.cxx.

172  {
173 
175 
176  for(const xAOD::Jet* jet : jets){
177 
178  // init value
179  float score (-99.);
180 
181  // preliminary actions for constituents
182  // add a dedicated function for this?
183 
184  // get constituents
185  std::vector<xAOD::JetConstituent> constituents = jet -> getConstituents().asSTLVector();
186  std::sort( constituents.begin(), constituents.end(), DescendingPtSorterConstituents) ;
187 
188  int MaxConstituents (100);
189  std::vector<xAOD::JetConstituent> constituentsForModel;
190 
191  if( constituents.size() > 100 )
192  constituentsForModel = std::vector<xAOD::JetConstituent> (constituents.begin(), constituents.begin() + MaxConstituents);
193  else
194  constituentsForModel = constituents;
195 
196  // constituents - charged
197  std::vector<xAOD::JetConstituent> csts_charged = constituentsForModel;
198  csts_charged.erase( std::remove_if( csts_charged.begin(), csts_charged.end(),
199  [] (xAOD::JetConstituent constituent) -> bool {
200  const xAOD::FlowElement* ufo = dynamic_cast<const xAOD::FlowElement*>(constituent.rawConstituent());
201  return ufo -> signalType() != xAOD::FlowElement::SignalType::Charged;
202  }), csts_charged.end()) ;
203 
204  // constituents - neutral
205  std::vector<xAOD::JetConstituent> csts_neutral = constituentsForModel;
206  csts_neutral.erase( std::remove_if( csts_neutral.begin(), csts_neutral.end(),
207  [] (xAOD::JetConstituent constituent) -> bool {
208  const xAOD::FlowElement* ufo = dynamic_cast<const xAOD::FlowElement*>(constituent.rawConstituent());
209  return ufo -> signalType() != xAOD::FlowElement::SignalType::Neutral;
210  }), csts_neutral.end()) ;
211 
212  // constituents - combined
213  std::vector<xAOD::JetConstituent> csts_combined = constituentsForModel;
214  csts_combined.erase( std::remove_if( csts_combined.begin(), csts_combined.end(),
215  [] (xAOD::JetConstituent constituent){
216  const xAOD::FlowElement* ufo = dynamic_cast<const xAOD::FlowElement*>(constituent.rawConstituent());
217  return ufo -> signalType() != xAOD::FlowElement::SignalType::Combined;
218  }), csts_combined.end()) ;
219 
220  // use ML tool on constituents
221  TH2D ImageCharged = MakeJetImage("Charged" , jet, csts_charged );
222  TH2D ImageNeutral = MakeJetImage("Neutral" , jet, csts_neutral );
223  TH2D ImageCombined = MakeJetImage("Combined", jet, csts_combined);
224 
225  std::vector<TH2D> Images = {ImageCharged, ImageNeutral, ImageCombined};
226 
227  // evaluate the model
228  score = m_MLBosonTagger -> retrieveConstituentsScore(Images);
229 
230  // save decorator
231  decConstScore(*jet) = score;
232  }
233 
234  return StatusCode::SUCCESS;
235 
236 }

◆ GetJSSVars()

std::map< std::string, double > JSSTaggerUtils::GetJSSVars ( const xAOD::Jet jet) const
overridevirtual

Implements IJSSTaggerUtils.

Definition at line 486 of file JSSTaggerUtils.cxx.

486  {
487 
488  std::map<std::string, double> JSSVars;
489 
490  // retrieve ungroomed tracks multiplicity
491  int nUngrTracks (-1);
493  if(readNtrk500.isAvailable()){
494  nUngrTracks = readNtrk500(jet);
495  }
496  else{
497  int pv_location = findPV();
498  if(pv_location != -1)
499  nUngrTracks = GetUnGroomTracks(jet, pv_location);
500  }
501 
502  // store input variables
503  JSSVars["pT"] = jet.pt();
504  JSSVars["nTracks"] = nUngrTracks;
505 
507  JSSVars["CNN"] = readConstScore(jet);
508 
509  // define the decorator readers
512 
516 
520 
522 
523  // define the ConstAccessor
524  static const SG::ConstAccessor<float> FoxWolfram0Acc("FoxWolfram0");
525  static const SG::ConstAccessor<float> FoxWolfram2Acc("FoxWolfram2");
526  static const SG::ConstAccessor<float> PlanarFlowAcc("PlanarFlow");
527  static const SG::ConstAccessor<float> AngularityAcc("Angularity");
528  static const SG::ConstAccessor<float> AplanarityAcc("Aplanarity");
529  static const SG::ConstAccessor<float> ZCut12Acc("ZCut12");
530  static const SG::ConstAccessor<float> KtDRAcc("KtDR");
531  static const SG::ConstAccessor<float> D2Acc("D2");
532 
533  // split
534  JSSVars["Split12"] = readSplit12(jet);
535  JSSVars["Split23"] = readSplit23(jet);
536 
537  // Energy Correlation Functions
538  JSSVars["D2"] = D2Acc(jet);
539 
540  // Tau123 WTA
541  JSSVars["Tau1_wta"] = readTau1_wta(jet);
542  JSSVars["Tau2_wta"] = readTau2_wta(jet);
543  JSSVars["Tau3_wta"] = readTau3_wta(jet);
544 
545  // ECF
546  JSSVars["ECF1"] = readECF1(jet);
547  JSSVars["ECF2"] = readECF2(jet);
548  JSSVars["ECF3"] = readECF3(jet);
549 
550  // Qw
551  JSSVars["Qw"] = readQw(jet);
552 
553  // Other moments
554  JSSVars["FoxWolfram0"] = FoxWolfram0Acc.withDefault(jet, -99.);
555  JSSVars["FoxWolfram2"] = FoxWolfram2Acc.withDefault(jet, -99.);
556  JSSVars["PlanarFlow"] = PlanarFlowAcc.withDefault(jet, -99.);
557  JSSVars["Angularity"] = AngularityAcc.withDefault(jet, -99.);
558  JSSVars["Aplanarity"] = AplanarityAcc.withDefault(jet, -99.);
559  JSSVars["ZCut12"] = ZCut12Acc.withDefault(jet, -99.);
560  JSSVars["KtDR"] = KtDRAcc.withDefault(jet, -99.);
561 
562  return JSSVars;
563 
564 }

◆ 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
ptrThe 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.

119  {
120 
121 #ifdef XAOD_STANDALONE
122  // In case we use @c xAOD::TEvent, we have a direct function call
123  // for this.
124  return evtStore()->event()->getKey( ptr );
125 #else
126  const SG::DataProxy* proxy = evtStore()->proxy( ptr );
127  return ( proxy == nullptr ? 0 : proxy->sgkey() );
128 #endif // XAOD_STANDALONE
129  }

◆ 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
ptrThe 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.

106  {
107 
108 #ifdef XAOD_STANDALONE
109  // In case we use @c xAOD::TEvent, we have a direct function call
110  // for this.
111  return evtStore()->event()->getName( ptr );
112 #else
113  const SG::DataProxy* proxy = evtStore()->proxy( ptr );
114  static const std::string dummy = "";
115  return ( proxy == nullptr ? dummy : proxy->name() );
116 #endif // XAOD_STANDALONE
117  }

◆ getProperty()

template<class T >
const T* asg::AsgTool::getProperty ( const std::string &  name) const
inherited

Get one of the tool's properties.

◆ GetQGConstScore()

StatusCode JSSTaggerUtils::GetQGConstScore ( const xAOD::JetContainer jets) const
overridevirtual

Implements IJSSTaggerUtils.

Definition at line 318 of file JSSTaggerUtils.cxx.

318  {
319 
321 
322  for(const xAOD::Jet *jet : jets){
323 
324  // init value
325  float score (-99.);
326 
327  // get constituents
328  std::vector<xAOD::JetConstituent> constituents = jet -> getConstituents().asSTLVector();
329  std::sort( constituents.begin(), constituents.end(), DescendingPtSorterConstituents) ;
330 
331  // get towers
332  std::vector<const xAOD::CaloCluster*> towers;
334  if (towersAcc.isAvailable(*jet)){
335  // Vector of towers linked to jets
336  std::vector<ElementLink<DataVector<xAOD::IParticle>>> towerLinks = towersAcc(*jet);
337  for (auto link_itr : towerLinks){
338  if (!link_itr.isValid()) continue;
339  towers.push_back(dynamic_cast<const xAOD::CaloCluster *>(*link_itr));
340  }
341  }
343 
344  // use ML tool on constituents
345  std::vector<float> m, pT, eta, phi, E, isTower, px, py, pz;
346  for(auto cnst : constituents){
347  m.push_back( cnst -> m() );
348  pT.push_back( cnst -> pt() );
349  eta.push_back( cnst -> eta() );
350  phi.push_back( cnst -> phi() );
351  E.push_back( cnst -> e() );
352  isTower.push_back(0.);
353  px.push_back( cnst -> pt() * std::cos(cnst -> phi()) );
354  py.push_back( cnst -> pt() * std::sin(cnst -> phi()) );
355  pz.push_back( cnst -> pt() * std::sinh(cnst -> eta()) );
356  }
357 
358  for(auto cnst : towers){
359  m.push_back( cnst -> m() );
360  pT.push_back( cnst -> pt() );
361  eta.push_back( cnst -> eta() );
362  phi.push_back( cnst -> phi() );
363  E.push_back( cnst -> e() );
364  isTower.push_back(1.);
365  px.push_back( cnst -> pt() * std::cos(cnst -> phi()) );
366  py.push_back( cnst -> pt() * std::sin(cnst -> phi()) );
367  pz.push_back( cnst -> pt() * std::sinh(cnst -> eta()) );
368  }
369 
370  // put together constituents + towers
371  std::vector<std::vector<float>> features_packed;
372 
373  for(long unsigned int f=0; f<pT.size(); f++){
374  std::vector<float> features = { m.at(f), pT.at(f), eta.at(f), phi.at(f), E.at(f), isTower.at(f), px.at(f), py.at(f), pz.at(f) };
375  features_packed.push_back(features);
376  }
377 
378  // sort them
379  std::sort(features_packed.begin(), features_packed.end(), [](const auto& i, const auto& j) { return i.at(1) > j.at(1); });
380 
381  // global aux variables
382  float sum_features_px = std::accumulate(px.begin(), px.end(), 0);
383  float sum_features_py = std::accumulate(py.begin(), py.end(), 0);
384  float sum_features_pz = std::accumulate(pz.begin(), pz.end(), 0);
385 
386  float sum_features_pT = sqrt( sum_features_px*sum_features_px + sum_features_py*sum_features_py);
387  float sum_features_eta = std::asinh( sum_features_pz / Clip(sum_features_pT) );
388  float sum_features_phi = std::atan2( sum_features_py, sum_features_px );
389 
390  // build constituents and interaction variables
391  std::vector<std::vector<float>> const_vars;
392  std::vector<std::vector<std::vector<float>>> inter_vars;
393 
394  for(auto const &feature_i : features_packed){
395 
396  // calculate variables: constituents
397  float log_pT = log( Clip(feature_i.at(1) / sum_features_pT) );
398  float log_E = log( Clip(feature_i.at(4) / sum_features_pT) );
399  float eta = feature_i.at(2) - sum_features_eta;
400  float phi = feature_i.at(3) - sum_features_phi;
401  float DR = sqrt((feature_i.at(2) - sum_features_eta)*(feature_i.at(2) - sum_features_eta) + (feature_i.at(3) - sum_features_phi)*(feature_i.at(3) - sum_features_phi));
402  float log_m = log(Clip(feature_i.at(0)));
403  float type = feature_i.at(5);
404 
405  std::vector<float> vars = {log_pT, log_E, eta, phi, DR, log_m, type};
406  const_vars.push_back(vars);
407 
408  // calculate variables: interactions
409  std::vector<std::vector<float>> inter_vars_int;
410  for(auto const &feature_j : features_packed){
411 
412  // preparing variables
413  float delta = sqrt((feature_i.at(2)-feature_j.at(2))*(feature_i.at(2)-feature_j.at(2)) + (feature_i.at(3)-feature_j.at(3))*(feature_i.at(3)-feature_j.at(3)));
414  float min = feature_i.at(1) != feature_j.at(1) ? std::min(feature_i.at(1), feature_j.at(1)): 0.;
415  float mass2 = (feature_i.at(4)/sum_features_pT + feature_j.at(4)/sum_features_pT) * (feature_i.at(4)/sum_features_pT + feature_j.at(4)/sum_features_pT);
416  mass2 -= (feature_i.at(6)/sum_features_pT + feature_j.at(6)/sum_features_pT) * (feature_i.at(6)/sum_features_pT + feature_j.at(6)/sum_features_pT);
417  mass2 -= (feature_i.at(7)/sum_features_pT + feature_j.at(7)/sum_features_pT) * (feature_i.at(7)/sum_features_pT + feature_j.at(7)/sum_features_pT);
418  mass2 -= (feature_i.at(8)/sum_features_pT + feature_j.at(8)/sum_features_pT) * (feature_i.at(8)/sum_features_pT + feature_j.at(8)/sum_features_pT);
419 
420  // final values
421  float log_delta = log(Clip(delta));
422  float log_mindelta = log(Clip(min * delta / sum_features_pT));
423  float min_over_pT = min / (feature_i.at(1) + feature_j.at(1));
424  float log_mass = log(Clip(mass2));
425 
426  // set the diagonal to 0
427  if(feature_i==feature_j){
428  log_delta = 0;
429  log_mindelta = 0;
430  min_over_pT = 0;
431  log_mass = 0;
432  }
433 
434  std::vector<float> vars = { log_delta,
435  log_mindelta,
436  min_over_pT,
437  log_mass
438  };
439  inter_vars_int.push_back(vars);
440 
441  }
442 
443  inter_vars.push_back(inter_vars_int);
444  }
445 
446  // evaluate the model
447  if( (constituents.size() + towers.size()) > 1 )
448  score = m_MLBosonTagger -> retrieveConstituentsScore(const_vars, inter_vars);
449 
450  // save decorator
451  decConstScore(*jet) = score;
452 
453  }
454 
455  return StatusCode::SUCCESS;
456 
457 }

◆ getSF()

std::pair< double, double > JSSTaggerBase::getSF ( const xAOD::Jet jet,
const std::string &  truthLabelStr 
) const
protectedinherited

Get scale factor and efficiency.

To apply W-tagging efficiency SF to Z-tagger, jet mass is shifted by 10.803 GeV

Definition at line 756 of file JSSTaggerBase.cxx.

756  {
757 
758  if ( !passKinRange(jet) ) return std::make_pair( 1.0, 1.0 );
759 
760 
761  double logmOverPt = std::log(jet.m()/jet.pt());
762  if ( m_decorationName.find("SmoothZ") != std::string::npos ||
763  m_decorationName.find("SmoothInclusiveZ") != std::string::npos ) {
765  const double WtoZmassShift = 10803;
766  logmOverPt = std::log((jet.m()-WtoZmassShift)/jet.pt());
767  }
768 
769  if ( logmOverPt > 0 ) logmOverPt = 0;
770 
771  double SF = 1.0;
772  double eff = 1.0;
773 
774  if ( m_weightHistograms.count(truthLabelStr.c_str()) ) {
775 
776  int pt_mPt_bin = (m_weightHistograms.find(truthLabelStr.c_str())->second)->FindBin(jet.pt()*0.001, logmOverPt);
777  SF = (m_weightHistograms.find(truthLabelStr.c_str())->second)->GetBinContent(pt_mPt_bin);
778 
779  if ( !m_efficiencyHistogramName.empty() ) {
780  eff = (m_efficiencyHistograms.find(truthLabelStr.c_str())->second)->GetBinContent(pt_mPt_bin);
781  }
782 
783  }
784  else {
785  // set the efficiency for "Other" category to be the signal efficiency
786  std::string signal_truthLabel="";
787  if ( m_weightHistograms.count("t_qqb") ) {
788  signal_truthLabel="t_qqb";
789  }else if ( m_weightHistograms.count("V_qq") ){
790  signal_truthLabel="V_qq";
791  }else if ( m_weightHistograms.count("t") ){
792  signal_truthLabel="t";
793  }
794  if ( !signal_truthLabel.empty() && !m_efficiencyHistogramName.empty() ){
795  int pt_mPt_bin = (m_weightHistograms.find(signal_truthLabel.c_str())->second)->FindBin(jet.pt()*0.001, logmOverPt);
796  eff = (m_efficiencyHistograms.find(signal_truthLabel.c_str())->second)->GetBinContent(pt_mPt_bin);
797  }
798 
799  return std::make_pair( 1.0, eff );
800  }
801 
802  if ( SF < 1e-3 ) {
803  ATH_MSG_DEBUG( "(pt, m/pt) (" << jet.pt()/1.e3 << ", " << jet.m()/jet.pt() << ") is out of range for SF calculation. Returning 1.0" );
804  return std::make_pair( 1.0, 1.0 );
805  }
806  else {
807  return std::make_pair( SF, eff );
808  }
809 
810 }

◆ getTruthLabelStr()

std::string JSSTaggerBase::getTruthLabelStr ( const xAOD::Jet jet,
asg::AcceptData acceptData 
) const
protectedinherited

Truth label string

Truth label value

Contained top tagger

Contained top

QCD

TCC W/Z 2-var tagger

Top

W/Z

QCD

Pass mass and D2

Fail mass, pass D2

Pass mass, fail D2

Fail mass and D2

W/Z tagger

Top

W/Z

QCD

Top

QCD

Definition at line 814 of file JSSTaggerBase.cxx.

814  {
816  std::string truthLabelStr;
817 
820  LargeRJetTruthLabel::TypeEnum jetContainment = LargeRJetTruthLabel::intToEnum(readTruthLabel(jet));
821 
823  if ( m_weightHistograms.count("t_qqb") ) {
824 
826  if ( jetContainment==LargeRJetTruthLabel::tqqb ) {
827  truthLabelStr = "t_qqb";
828  }
830  else if ( jetContainment==LargeRJetTruthLabel::notruth || jetContainment==LargeRJetTruthLabel::qcd ) {
831  truthLabelStr = "q";
832  }
833 
834  }
836  else if ( m_weightHistograms.count("V_qq_passMpassD2") ) {
837 
839  if ( jetContainment==LargeRJetTruthLabel::tqqb || jetContainment==LargeRJetTruthLabel::other_From_t ) {
840  truthLabelStr = "t_";
841  }
843  else if ( jetContainment==LargeRJetTruthLabel::Wqq || jetContainment==LargeRJetTruthLabel::Zqq || jetContainment==LargeRJetTruthLabel::Wqq_From_t ) {
844  truthLabelStr = "V_qq_";
845  }
847  else if ( jetContainment==LargeRJetTruthLabel::notruth || jetContainment==LargeRJetTruthLabel::qcd ) {
848  truthLabelStr = "q_";
849  }
850 
852  if ( acceptData.getCutResult("PassMassLow") && acceptData.getCutResult("PassMassHigh") && acceptData.getCutResult("PassD2") ) {
853  truthLabelStr += "passMpassD2";
854  }
856  else if ( !(acceptData.getCutResult("PassMassLow") && acceptData.getCutResult("PassMassHigh")) && acceptData.getCutResult("PassD2") ) {
857  truthLabelStr += "failMpassD2";
858  }
860  else if ( acceptData.getCutResult("PassMassLow") && acceptData.getCutResult("PassMassHigh") && !acceptData.getCutResult("PassD2") ) {
861  truthLabelStr += "passMfailD2";
862  }
864  else{
865  truthLabelStr += "failMfailD2";
866  }
867 
868  }
869 
871  else if ( m_weightHistograms.count("V_qq") ) {
872 
874  if ( jetContainment==LargeRJetTruthLabel::tqqb || jetContainment==LargeRJetTruthLabel::other_From_t ) {
875  truthLabelStr = "t";
876  }
878  else if ( jetContainment==LargeRJetTruthLabel::Wqq || jetContainment==LargeRJetTruthLabel::Zqq || jetContainment==LargeRJetTruthLabel::Wqq_From_t ) {
879  truthLabelStr = "V_qq";
880  }
882  else if ( jetContainment==LargeRJetTruthLabel::notruth || jetContainment==LargeRJetTruthLabel::qcd ) {
883  truthLabelStr = "q";
884  }
885  }
886 
887  // inclusive top tagger
888  else {
890  if ( jetContainment==LargeRJetTruthLabel::tqqb || jetContainment==LargeRJetTruthLabel::other_From_t || jetContainment==LargeRJetTruthLabel::Wqq_From_t ) {
891  truthLabelStr = "t";
892  }
894  else if ( jetContainment==LargeRJetTruthLabel::notruth || jetContainment==LargeRJetTruthLabel::qcd ) {
895  truthLabelStr = "q";
896  }
897 
898  }
899 
900  return truthLabelStr;
901 }

◆ GetUnGroomTracks()

int JSSTaggerBase::GetUnGroomTracks ( const xAOD::Jet jet,
int  indexPV 
) const
protectedinherited

Retrieve Ntrk variable from the ungroomed parent jet.

Retrieve the Ntrk variable from the ungroomed parent jet.

Definition at line 644 of file JSSTaggerBase.cxx.

644  {
645 
647 
648  const xAOD::Jet * ungroomedJet = nullptr;
649  if ( readParent.isAvailable() ) {
650  const ElementLink<xAOD::JetContainer>& linkToUngroomed = readParent(jet);
651  if ( linkToUngroomed.isValid() ) {
652  ungroomedJet = *linkToUngroomed;
653 
654  static const SG::AuxElement::ConstAccessor< std::vector<int> >acc_Ntrk("NumTrkPt500");
655 
656  if ( acc_Ntrk.isAvailable(*ungroomedJet) ) {
657 
658  const std::vector<int>& NTrkPt500 = acc_Ntrk(*ungroomedJet);
659 
660  int jet_ntrk = NTrkPt500.at(indexPV);
661  return jet_ntrk;
662 
663  }
664  else {
665  ATH_MSG_ERROR("WARNING: Unable to retrieve Ntrk of the ungroomed parent jet. Please make sure this variable is in your derivations!!!");
666  }
667  }
668  else {
669  ATH_MSG_ERROR("WARNING: Unable to retrieve the parent ungroomed jet. Please make sure this variable is in your derivations!!!");
670  }
671  }
672  else {
673  ATH_MSG_ERROR("WARNING: Unable to retrieve the link to the parent ungroomed jet. Please make sure this variable is in your derivations!!!");
674  }
675 
676  return -999;
677 
678 }

◆ getWeight()

StatusCode JSSTaggerBase::getWeight ( const xAOD::Jet jet,
bool  passSel,
asg::AcceptData acceptData 
) const
protectedinherited

Get SF weight.

Inefficiency SF is directly used

Efficiency SF

Calculate inefficiency SF

If inefficiency SF is not available, SF is always 1.0

Create write decor handles

Decorate values

Definition at line 682 of file JSSTaggerBase.cxx.

682  {
683  if ( !m_calcSF ) return StatusCode::SUCCESS;
684 
685  float weight = 1.0;
686  float effSF = 1.0;
687  float sigeffSF = 1.0;
688  float efficiency = 1.0;
689 
690  if ( m_isMC ) {
691 
692  std::string truthLabelStr = getTruthLabelStr( jet, acceptData );
693  std::tie(effSF, efficiency) = getSF( jet, truthLabelStr );
694 
695  // calculate signal efficiency SF
696  if ( m_weightHistograms.count("t_qqb") ) {
697  sigeffSF = getSF(jet, "t_qqb").first;
698  } else if ( m_weightHistograms.count("V_qq") ) {
699  sigeffSF = getSF(jet, "V_qq").first;
700  } else if ( m_weightHistograms.count("t") ){
701  sigeffSF = getSF(jet, "t").first;
702  } else {
703  sigeffSF = 1.0;
704  }
705 
707  if ( m_weightFlavors.find("fail") != std::string::npos ) {
708  weight = effSF;
709  }
710 
711  else {
712 
714  if ( passSel ) {
715  weight = effSF;
716  }
717 
719  else {
721  if ( m_efficiencyHistogramName.empty() ) {
722  weight = 1.0;
723  }
724  else if ( efficiency < 1.0 ) {
725  weight = ( 1. - effSF * efficiency ) / ( 1. - efficiency );
726  }
727  else {
728  weight = 1.0;
729  }
730  }
731  }
732 
733  }
734 
735  else {
736  weight = 1.0;
737  }
738 
744 
746  decWeight(jet) = weight;
747  decEfficiency(jet) = efficiency;
748  decEffSF(jet) = effSF;
749  decSigeffSF(jet) = sigeffSF;
750 
751  return StatusCode::SUCCESS;
752 
753 }

◆ initialize()

StatusCode JSSTaggerUtils::initialize ( )
overridevirtual

Run once at the start of the job to setup everything.

Get configReader

Get the decoration name

Initialize decorators

Reimplemented from JSSTaggerBase.

Definition at line 53 of file JSSTaggerUtils.cxx.

53  {
54 
55  ATH_MSG_INFO( "Initializing JSSTaggerUtils tool" );
56 
57  ATH_MSG_INFO( " m_calibArea : " << m_calibArea );
58  ATH_MSG_INFO( " m_configFile : " << m_configFile );
59 
60  if ( ! m_configFile.empty() ) {
61 
64 
66  m_decorationName = m_configReader.GetValue("DecorationName", "");
67 
68  m_UseConstTagger = !((std::string)m_configReader.GetValue("ConstTaggerFileName", "")).empty();
69  m_UseHLTagger = !((std::string)m_configReader.GetValue("HLTaggerFileName", "")).empty();
70 
71  std::string ConstTaggerFileName = m_configReader.GetValue("ConstTaggerFileName", "aaa");
72  std::string HLTaggerFileName = m_configReader.GetValue("HLTaggerFileName", "aaa");
73 
74  if(m_UseConstTagger && m_MLBosonTagger.empty()){
75  // init tool
76  std::string ModelPath = "";
77  if ( m_calibArea.compare("Local") == 0 ) {
78  ModelPath = PathResolverFindCalibFile(ConstTaggerFileName);
79  }
80  else if ( m_calibArea.find("eos") != std::string::npos) {
81  ModelPath = (ConstTaggerFileName);
82  }
83  else{
84  ModelPath = PathResolverFindCalibFile(("BoostedJetTaggers/" + m_calibArea + "/" + ConstTaggerFileName).c_str());
85  }
86  ATH_MSG_INFO("JSSTaggerUtils::MLBosonTagger()" << " + ModelPath " << ModelPath );
87 
88  asg::AsgToolConfig config ("AthONNX::JSSMLTool/MLBosonTagger");
89  ATH_CHECK( config.setProperty("ModelPath", ModelPath));
90 
91  // get model paramters from the config file
92  ATH_MSG_INFO("JSSTaggerUtils::MLBosonTagger() read value from config" );
93 
94  // set parameters
95  ATH_CHECK( config.setProperty("nPixelsX", (int)m_configReader.GetValue("nPixelsEta", -99)) );
96  ATH_CHECK( config.setProperty("nPixelsY", (int)m_configReader.GetValue("nPixelsPhi", -99)) );
97  ATH_CHECK( config.setProperty("nPixelsZ", (int)m_configReader.GetValue("nColors", -99)) );
98 
99  m_nbins_eta = (int)m_configReader.GetValue("nPixelsEta", -99);
100  m_nbins_phi = (int)m_configReader.GetValue("nPixelsPhi", -99);
101  m_ncolors = m_configReader.GetValue("nColors", -99);
102  m_min_eta = m_configReader.GetValue("aEta", -99.);
103  m_max_eta = m_configReader.GetValue("bEta", -99.);
104  m_min_phi = m_configReader.GetValue("aPhi", -99.);
105  m_max_phi = m_configReader.GetValue("bPhi", -99.);
106  m_dorscaling = (bool)m_configReader.GetValue("DoRScaling", -99);
107  m_rscaling_p0 = m_configReader.GetValue("RScaling_p0", -99.);
108  m_rscaling_p1 = m_configReader.GetValue("RScaling_p1", -99.);
109 
110  ATH_CHECK( config.makePrivateTool(m_MLBosonTagger) );
111  ATH_CHECK( m_MLBosonTagger.retrieve() );
112 
113  }
114  if(m_UseHLTagger){
115  // init tool
116  std::string ModelPath = "";
117  if ( m_calibArea.compare("Local") == 0 ) {
118  ModelPath = PathResolverFindCalibFile(HLTaggerFileName);
119  }
120  else if ( m_calibArea.find("eos") != std::string::npos) {
121  ModelPath = (HLTaggerFileName);
122  }
123  else{
124  ModelPath = PathResolverFindCalibFile(("BoostedJetTaggers/" + m_calibArea + "/" + HLTaggerFileName).c_str());
125  }
126  ATH_MSG_INFO("JSSTaggerUtils::MLBosonTagger()" << " + ModelPath " << ModelPath );
127 
128  asg::AsgToolConfig config ("AthONNX::JSSMLTool/MLBosonTaggerHL");
129  ATH_CHECK( config.setProperty("ModelPath", ModelPath));
130 
131  ATH_CHECK( config.makePrivateTool(m_MLBosonTagger_HL) );
132  ATH_CHECK( m_MLBosonTagger_HL.retrieve() );
133 
134  // get model paramters from the config file
135  ATH_MSG_INFO("JSSTaggerUtils::MLBosonTagger() read value from config" );
136  ATH_CHECK( ReadScaler() );
137 
138  }
139 
140  }
141 
143  ATH_MSG_INFO( "Decorators that will be attached to jet :" );
145 
150 
153 
155  ATH_CHECK( m_readConstScoreKey.initialize() );
156 
159 
160  return StatusCode::SUCCESS;
161 
162 }

◆ 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.

◆ MakeJetImage()

TH2D JSSTaggerUtils::MakeJetImage ( TString  TagImage,
const xAOD::Jet jet,
std::vector< xAOD::JetConstituent constituents 
) const
overridevirtual

Implements IJSSTaggerUtils.

Definition at line 610 of file JSSTaggerUtils.cxx.

611  {
612 
613  double eta (-99.), phi (-99.), pT (-99.), z (-99.);
614  int BinEta (-99), BinPhi (-99);
615 
616  auto cst_pT = [] ( double sum, xAOD::JetConstituent cst ){
617  return sum + cst.pt(); };
618  double SumPT = std::accumulate( constituents.begin(), constituents.end(), 0., cst_pT) ;
619 
620  auto Image = std::make_unique<TH2D>("Image_" + TagImage, "Image_" + TagImage,
622 
623  for( auto& cst : constituents ){
624  eta = cst -> eta() - jet -> eta() ;
625  phi = cst -> phi() - jet -> phi() ;
626  pT = cst -> pt() ;
627 
628  // apply r-scaling
629  if( m_dorscaling ){
630  eta *= 1. / (m_rscaling_p0 + m_rscaling_p1/jet->pt());
631  phi *= 1. / (m_rscaling_p0 + m_rscaling_p1/jet->pt());
632  }
633 
634  BinEta = Image -> GetXaxis() -> FindBin(eta);
635  BinPhi = Image -> GetYaxis() -> FindBin(phi);
636 
637  z = pT / SumPT ;
638 
639  int x = m_nbins_phi+1-BinPhi, y = BinEta; // transpose + flip
640 
641  double current_z = Image -> GetBinContent( x, y );
642 
643  if( eta>m_min_eta && eta<m_max_eta && phi>m_min_phi && phi<m_max_phi ) // avoid overflow pixels
644  Image -> SetBinContent( x, y, current_z += z );
645  }
646 
647  return *Image;
648 
649  }

◆ modify()

virtual StatusCode IJetDecorator::modify ( xAOD::JetContainer jets) const
inlinefinaloverridevirtualinherited

Concrete implementation of the function inherited from IJetModifier.

Implements IJetModifier.

Definition at line 32 of file IJetDecorator.h.

32 {return decorate(jets);};

◆ msg() [1/2]

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

Definition at line 24 of file AthCommonMsg.h.

24  {
25  return this->msgStream();
26  }

◆ msg() [2/2]

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

Definition at line 27 of file AthCommonMsg.h.

27  {
28  return this->msgStream(lvl);
29  }

◆ 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.

101  {
102 
103  return MSG::name( msg().level() );
104  }

◆ msgLvl()

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

Definition at line 30 of file AthCommonMsg.h.

30  {
31  return this->msgLevel(lvl);
32  }

◆ 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.

◆ passKinRange()

bool JSSTaggerBase::passKinRange ( const xAOD::Jet jet) const
protectedinherited

Check if jet passes kinematic constraints.

Definition at line 335 of file JSSTaggerBase.cxx.

335  {
336 
337  float scale = 1.0;
338  if ( m_ptGeV ) scale = 1.e3;
339 
340  if ( jet.pt() < m_jetPtMin * scale ) return false;
341  if ( jet.pt() > m_jetPtMax * scale ) return false;
342  if ( std::abs( jet.eta() ) > m_jetEtaMax ) return false;
343 
344  return true;
345 
346 }

◆ print() [1/2]

void asg::AsgTool::print ( ) const
virtualinherited

◆ print() [2/2]

virtual void asg::IAsgTool::print ( ) const
pure virtualinherited

◆ printCuts()

void JSSTaggerBase::printCuts ( ) const
protectedinherited

Print configured cuts.

Definition at line 903 of file JSSTaggerBase.cxx.

903  {
904  ATH_MSG_INFO( "After tagging, you will have access to the following cuts as an asg::AcceptData : (<NCut>) <cut> : <description>)" );
905  int nCuts = m_acceptInfo.getNCuts();
906  for ( int iCut=0; iCut < nCuts; iCut++ ) {
907  std::string cut_string = "";
908  cut_string += " (";
909  cut_string += std::to_string(iCut);
910  cut_string += ") ";
911  cut_string += m_acceptInfo.getCutName(iCut).data();
912  cut_string += " : ";
913  cut_string += m_acceptInfo.getCutDescription(iCut).data();
914  ATH_MSG_INFO( cut_string );
915  }
916 }

◆ ReadScaler()

StatusCode JSSTaggerUtils::ReadScaler ( )
overridevirtual

Implements IJSSTaggerUtils.

Definition at line 566 of file JSSTaggerUtils.cxx.

566  {
567 
568  // input list
569  std::vector<std::string> vars_list = {
570  "pT","CNN","D2","nTracks","ZCut12",
571  "Tau1_wta","Tau2_wta","Tau3_wta",
572  "KtDR","Split12","Split23",
573  "ECF1","ECF2","ECF3",
574  "Angularity","FoxWolfram0","FoxWolfram2",
575  "Aplanarity","PlanarFlow","Qw",
576  };
577 
578  // loop and read
579  for(const std::string & var : vars_list){
580  std::string s_mean = var + "_mean";
581  std::string s_std = var + "_std";
582  double mean = m_configReader.GetValue(s_mean.c_str(), -99.);
583  double std = m_configReader.GetValue(s_std.c_str() , -99.);
584 
585  if(mean==-99. && std==-99.){
586  ATH_MSG_ERROR("ERROR: one of the parameter for " << var << " is missing, please, double check the config!!!");
587  return StatusCode::FAILURE;
588  }
589  else if(mean==-99. || std==-99.){
590  ATH_MSG_ERROR("ERROR: parameters for " << var << " are missing, please, double check the config!!!");
591  return StatusCode::FAILURE;
592  }
593  else{
594  m_scaler[var] = {mean, std};
595  }
596 
597  // pass the features scaling paramters to the ML tool
598  // we need to apply the data pre-processing
599  // before to apply the model inference via ONNX
600 
601  // ToDo: change this to a property
602  ATH_CHECK( m_MLBosonTagger_HL -> SetScaler(m_scaler) );
603 
604  }
605 
606  return StatusCode::SUCCESS;
607 
608 }

◆ 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.

381  {
382  h.renounce();
383  PBASE::renounce (h);
384  }

◆ 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.

364  {
365  handlesArray.renounce();
366  }

◆ resetCuts()

StatusCode JSSTaggerBase::resetCuts ( asg::AcceptData acceptData) const
protectedinherited

Reset cuts.

Reset the AcceptData cut results to false

Initialize common cuts to true by default

Definition at line 317 of file JSSTaggerBase.cxx.

317  {
318 
320  acceptData.clear();
321 
323  acceptData.setCutResult( "ValidJetContent", true );
324  acceptData.setCutResult( "ValidEventContent", true );
325 
326  acceptData.setCutResult( "ValidPtRangeHigh", true );
327  acceptData.setCutResult( "ValidPtRangeLow" , true );
328  acceptData.setCutResult( "ValidEtaRange" , true );
329 
330  return StatusCode::SUCCESS;
331 
332 }

◆ 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.

◆ tag()

StatusCode JSSTaggerUtils::tag ( const xAOD::Jet jet) const
overridevirtual

IJetSelectorTool interface.

Implements JSSTaggerBase.

Definition at line 164 of file JSSTaggerUtils.cxx.

164  {
165 
166  ATH_MSG_DEBUG( "Obtaining JSS Tagger Utils result " << jet.pt() << " " << jet.m() );
167 
168  return StatusCode::SUCCESS;
169 
170 }

◆ updateVHKA()

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

Definition at line 308 of file AthCommonDataStore.h.

308  {
309  // debug() << "updateVHKA for property " << p.name() << " " << p.toString()
310  // << " size: " << m_vhka.size() << endmsg;
311  for (auto &a : m_vhka) {
312  std::vector<SG::VarHandleKey*> keys = a->keys();
313  for (auto k : keys) {
314  k->setOwner(this);
315  }
316  }
317  }

Member Data Documentation

◆ m_acceptInfo

asg::AcceptInfo JSSTaggerBase::m_acceptInfo
protectedinherited

Object that stores the results for a jet.

Definition at line 65 of file JSSTaggerBase.h.

◆ m_calcSF

bool JSSTaggerBase::m_calcSF {}
protectedinherited

Flag to calculate scale factor.

Definition at line 191 of file JSSTaggerBase.h.

◆ m_calibArea

std::string JSSTaggerBase::m_calibArea
protectedinherited

Location where config files live on cvmfs.

Definition at line 113 of file JSSTaggerBase.h.

◆ m_configFile

std::string JSSTaggerBase::m_configFile
protectedinherited

Configuration file name.

Definition at line 110 of file JSSTaggerBase.h.

◆ m_configReader

TEnv JSSTaggerBase::m_configReader
protectedinherited

TEnv instance to read config files.

Definition at line 62 of file JSSTaggerBase.h.

◆ m_containerName

std::string JSSTaggerBase::m_containerName
protectedinherited

Configurable members.

Jet container name

Definition at line 104 of file JSSTaggerBase.h.

◆ m_decC2Key

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decC2Key {this, "C2NameOut", "C2", "SG key for C2"}
protectedinherited

Definition at line 145 of file JSSTaggerBase.h.

◆ m_decConstScoreKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerUtils::m_decConstScoreKey {this, "ConstScoreNameDec", "ConstScore", "SG key for ConstScore"}
private

Definition at line 62 of file JSSTaggerUtils.h.

◆ m_decCutMHighKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decCutMHighKey {this, "CutMHighName", "Cut_mhigh", "SG key for Cut_mhigh"}
protectedinherited

Definition at line 218 of file JSSTaggerBase.h.

◆ m_decCutMLowKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decCutMLowKey {this, "CutMLowName", "Cut_mlow", "SG key for Cut_mlow"}
protectedinherited

WriteDecorHandle keys for cut values.

Definition at line 217 of file JSSTaggerBase.h.

◆ m_decD2Key

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decD2Key {this, "D2NameOut", "D2", "SG key for D2"}
protectedinherited

Definition at line 146 of file JSSTaggerBase.h.

◆ m_decE3Key

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decE3Key {this, "e3NameOut", "e3", "SG key for e3"}
protectedinherited

Definition at line 147 of file JSSTaggerBase.h.

◆ m_decEfficiencyKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decEfficiencyKey {this, "efficiencyName", "efficiency", "SG key for efficiency"}
protectedinherited

Definition at line 224 of file JSSTaggerBase.h.

◆ m_decEffSFKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decEffSFKey {this, "effSFName", "effSF", "SG key for effSF"}
protectedinherited

Definition at line 225 of file JSSTaggerBase.h.

◆ m_decHLScoreKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerUtils::m_decHLScoreKey {this, "HLScoreName", "HLScore", "SG key for HLScore"}
private

Definition at line 64 of file JSSTaggerUtils.h.

◆ m_decL2Key

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decL2Key {this, "L2NameOut", "L2", "SG key for L2"}
protectedinherited

Definition at line 148 of file JSSTaggerBase.h.

◆ m_decL3Key

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decL3Key {this, "L3NameOut", "L3", "SG key for L3"}
protectedinherited

Definition at line 149 of file JSSTaggerBase.h.

◆ m_decNConstituentsKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerUtils::m_decNConstituentsKey {this, "nConstituentsName", "nConstituents", "SG key for constituents multiplicity"}
private

WriteDecorHandle keys.

Definition at line 60 of file JSSTaggerUtils.h.

◆ m_decNTopoTowersKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerUtils::m_decNTopoTowersKey {this, "nTopoTowersName", "nTopoTowers", "SG key for towers multiplicity"}
private

Definition at line 61 of file JSSTaggerUtils.h.

◆ m_decorationName

std::string JSSTaggerBase::m_decorationName
protectedinherited

Decoration name.

Definition at line 188 of file JSSTaggerBase.h.

◆ m_decPassMassKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decPassMassKey {this, "PassMassName", "PassMass", "SG key for PassMass"}
protectedinherited

Definition at line 76 of file JSSTaggerBase.h.

◆ m_decPassScoreKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decPassScoreKey {this, "PassScoreName", "PassScore", "SG key for PassScore"}
protectedinherited

Definition at line 77 of file JSSTaggerBase.h.

◆ m_decScoreCutKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decScoreCutKey {this, "CutScoreName", "Cut_score", "SG key for Cut_score"}
protectedinherited

Definition at line 219 of file JSSTaggerBase.h.

◆ m_decScoreValueKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decScoreValueKey {this, "ScoreName", "Score", "SG key for Score"}
protectedinherited

Definition at line 220 of file JSSTaggerBase.h.

◆ m_decSigeffSFKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decSigeffSFKey {this, "sigeffSFName", "sigeffSF", "SG key for effSF"}
protectedinherited

Definition at line 226 of file JSSTaggerBase.h.

◆ m_decTaggedKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decTaggedKey {this, "TaggedName", "Tagged", "SG key for Tagged"}
protectedinherited

WriteDecorHandle keys for tagging bools.

Definition at line 68 of file JSSTaggerBase.h.

◆ m_decTau21WTAKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decTau21WTAKey {this, "Tau21WTANameOut", "Tau21_wta", "SG key for Tau21_wta"}
protectedinherited

WriteDecorHandle keys for JSS moments.

Definition at line 141 of file JSSTaggerBase.h.

◆ m_decTau32WTAKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decTau32WTAKey {this, "Tau32WTANameOut", "Tau32_wta", "SG key for Tau32_wta"}
protectedinherited

Definition at line 142 of file JSSTaggerBase.h.

◆ m_decTau42WTAKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decTau42WTAKey {this, "Tau42WTANameOut", "Tau42_wta", "SG key for Tau42_wta"}
protectedinherited

Definition at line 143 of file JSSTaggerBase.h.

◆ m_decValidEtaRangeKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decValidEtaRangeKey {this, "ValidEtaRangeName", "ValidEtaRange", "SG key for ValidEtaRange"}
protectedinherited

Definition at line 71 of file JSSTaggerBase.h.

◆ m_decValidEventContentKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decValidEventContentKey {this, "ValidEventContentName", "ValidEventContent", "SG key for ValidEventContent"}
protectedinherited

Definition at line 74 of file JSSTaggerBase.h.

◆ m_decValidJetContentKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decValidJetContentKey {this, "ValidJetContentName", "ValidJetContent", "SG key for ValidJetContent"}
protectedinherited

Definition at line 73 of file JSSTaggerBase.h.

◆ m_decValidKinRangeKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decValidKinRangeKey {this, "ValidKinRangeName", "ValidKinRange", "SG key for ValidKinRange"}
protectedinherited

Definition at line 72 of file JSSTaggerBase.h.

◆ m_decValidPtRangeHighKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decValidPtRangeHighKey {this, "ValidPtRangeHighName", "ValidPtRangeHigh", "SG key for ValidPtRangeHigh"}
protectedinherited

Definition at line 69 of file JSSTaggerBase.h.

◆ m_decValidPtRangeLowKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decValidPtRangeLowKey {this, "ValidPtRangeLowName", "ValidPtRangeLow", "SG key for ValidPtRangeLow"}
protectedinherited

Definition at line 70 of file JSSTaggerBase.h.

◆ m_decWeightKey

SG::WriteDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_decWeightKey {this, "weightName", "weight", "SG key for weight"}
protectedinherited

WriteDecorHandle keys for SF.

Definition at line 223 of file JSSTaggerBase.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_dorscaling

bool JSSTaggerUtils::m_dorscaling {}
private

Definition at line 47 of file JSSTaggerUtils.h.

◆ m_efficiencyHistogramName

std::string JSSTaggerBase::m_efficiencyHistogramName
protectedinherited

Definition at line 198 of file JSSTaggerBase.h.

◆ m_efficiencyHistograms

std::map<std::string, std::unique_ptr<TH2D> > JSSTaggerBase::m_efficiencyHistograms
protectedinherited

Definition at line 204 of file JSSTaggerBase.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_funcMassCutHigh

std::unique_ptr<TF1> JSSTaggerBase::m_funcMassCutHigh
protectedinherited

Definition at line 184 of file JSSTaggerBase.h.

◆ m_funcMassCutLow

std::unique_ptr<TF1> JSSTaggerBase::m_funcMassCutLow
protectedinherited

TF1 for cut functions.

Definition at line 183 of file JSSTaggerBase.h.

◆ m_funcScoreCut

std::unique_ptr<TF1> JSSTaggerBase::m_funcScoreCut
protectedinherited

Definition at line 185 of file JSSTaggerBase.h.

◆ m_isMC

bool JSSTaggerBase::m_isMC {}
protectedinherited

Definition at line 192 of file JSSTaggerBase.h.

◆ m_jetEtaMax

float JSSTaggerBase::m_jetEtaMax {}
protectedinherited

Definition at line 133 of file JSSTaggerBase.h.

◆ m_jetPtMax

float JSSTaggerBase::m_jetPtMax {}
protectedinherited

Definition at line 132 of file JSSTaggerBase.h.

◆ m_jetPtMin

float JSSTaggerBase::m_jetPtMin {}
protectedinherited

Kinematic bounds for the jet - the units are controlled by m_ptGeV.

Definition at line 131 of file JSSTaggerBase.h.

◆ m_kerasCalibArea

std::string JSSTaggerBase::m_kerasCalibArea
protectedinherited

Definition at line 119 of file JSSTaggerBase.h.

◆ m_kerasConfigFileName

std::string JSSTaggerBase::m_kerasConfigFileName
protectedinherited

Keras configurations for ML taggers.

Definition at line 116 of file JSSTaggerBase.h.

◆ m_kerasConfigFilePath

std::string JSSTaggerBase::m_kerasConfigFilePath
protectedinherited

Definition at line 117 of file JSSTaggerBase.h.

◆ m_kerasConfigOutputName

std::string JSSTaggerBase::m_kerasConfigOutputName
protectedinherited

Definition at line 118 of file JSSTaggerBase.h.

◆ m_max_eta

double JSSTaggerUtils::m_max_eta {}
private

Definition at line 45 of file JSSTaggerUtils.h.

◆ m_max_phi

double JSSTaggerUtils::m_max_phi {}
private

Definition at line 45 of file JSSTaggerUtils.h.

◆ m_min_eta

double JSSTaggerUtils::m_min_eta {}
private

Definition at line 45 of file JSSTaggerUtils.h.

◆ m_min_phi

double JSSTaggerUtils::m_min_phi {}
private

Definition at line 45 of file JSSTaggerUtils.h.

◆ m_MLBosonTagger

ToolHandle<AthONNX::IJSSMLTool> JSSTaggerUtils::m_MLBosonTagger {"", this}
private

Definition at line 53 of file JSSTaggerUtils.h.

◆ m_MLBosonTagger_HL

ToolHandle<AthONNX::IJSSMLTool> JSSTaggerUtils::m_MLBosonTagger_HL {"", this}
private

Definition at line 57 of file JSSTaggerUtils.h.

◆ m_nbins_eta

int JSSTaggerUtils::m_nbins_eta {}
private

Definition at line 44 of file JSSTaggerUtils.h.

◆ m_nbins_phi

int JSSTaggerUtils::m_nbins_phi {}
private

Definition at line 44 of file JSSTaggerUtils.h.

◆ m_ncolors

int JSSTaggerUtils::m_ncolors {}
private

Definition at line 46 of file JSSTaggerUtils.h.

◆ m_nWarnMax

const int JSSTaggerBase::m_nWarnMax = 10
protectedinherited

Maximum number of warnings.

Definition at line 82 of file JSSTaggerBase.h.

◆ m_nWarnVar

std::atomic<int> JSSTaggerBase::m_nWarnVar
mutableprotectedinherited

Warning counters.

Definition at line 85 of file JSSTaggerBase.h.

◆ m_ptGeV

bool JSSTaggerBase::m_ptGeV = false
protectedinherited

Flag to indicate units pT is defined in Set to false by default.

Definition at line 89 of file JSSTaggerBase.h.

◆ m_readConstScoreKey

SG::ReadDecorHandleKey<xAOD::JetContainer> JSSTaggerUtils::m_readConstScoreKey {this, "ConstScoreNameRead", "ConstScore", "SG key for ConstScore"}
private

Definition at line 63 of file JSSTaggerUtils.h.

◆ m_readECF1Key

SG::ReadDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_readECF1Key {this, "ECF1Name", "ECF1", "SG key for ECF1"}
protectedinherited

Definition at line 157 of file JSSTaggerBase.h.

◆ m_readECF2Key

SG::ReadDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_readECF2Key {this, "ECF2Name", "ECF2", "SG key for ECF2"}
protectedinherited

Definition at line 158 of file JSSTaggerBase.h.

◆ m_readECF3Key

SG::ReadDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_readECF3Key {this, "ECF3Name", "ECF3", "SG key for ECF3"}
protectedinherited

Definition at line 159 of file JSSTaggerBase.h.

◆ m_readECFG212Key

SG::ReadDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_readECFG212Key {this, "ECFG212Name", "ECFG_2_1_2", "SG key for ECFG_2_1_2"}
protectedinherited

Definition at line 171 of file JSSTaggerBase.h.

◆ m_readECFG311Key

SG::ReadDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_readECFG311Key {this, "ECFG311Name", "ECFG_3_1_1", "SG key for ECFG_3_1_1"}
protectedinherited

Definition at line 170 of file JSSTaggerBase.h.

◆ m_readECFG331Key

SG::ReadDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_readECFG331Key {this, "ECFG331Name", "ECFG_3_3_1", "SG key for ECFG_3_3_1"}
protectedinherited

Definition at line 169 of file JSSTaggerBase.h.

◆ m_readNtrk500Key

SG::ReadDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_readNtrk500Key {this, "Ntrk500Name", "ParentJetNTrkPt500", "SG key for Ntrk500 from ungroomed jet"}
protectedinherited

Definition at line 79 of file JSSTaggerBase.h.

◆ m_readParentKey

SG::ReadDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_readParentKey {this, "ParentName", "Parent", "SG key for Parent"}
protectedinherited

Definition at line 173 of file JSSTaggerBase.h.

◆ m_readQwKey

SG::ReadDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_readQwKey {this, "QwName", "Qw", "SG key for Qw"}
protectedinherited

Definition at line 164 of file JSSTaggerBase.h.

◆ m_readSphericityKey

SG::ReadDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_readSphericityKey {this, "SphericityName", "Sphericity", "SG key for Sphericity"}
protectedinherited

Definition at line 167 of file JSSTaggerBase.h.

◆ m_readSplit12Key

SG::ReadDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_readSplit12Key {this, "Split12Name", "Split12", "SG key for Split12"}
protectedinherited

Definition at line 161 of file JSSTaggerBase.h.

◆ m_readSplit23Key

SG::ReadDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_readSplit23Key {this, "Split23Name", "Split23", "SG key for Split23"}
protectedinherited

Definition at line 162 of file JSSTaggerBase.h.

◆ m_readTau1WTAKey

SG::ReadDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_readTau1WTAKey {this, "Tau1WTAName", "Tau1_wta", "SG key for Tau1_wta"}
protectedinherited

ReadDecorHandle keys for JSS moments.

Definition at line 152 of file JSSTaggerBase.h.

◆ m_readTau2WTAKey

SG::ReadDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_readTau2WTAKey {this, "Tau2WTAName", "Tau2_wta", "SG key for Tau2_wta"}
protectedinherited

Definition at line 153 of file JSSTaggerBase.h.

◆ m_readTau3WTAKey

SG::ReadDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_readTau3WTAKey {this, "Tau3WTAName", "Tau3_wta", "SG key for Tau3_wta"}
protectedinherited

Definition at line 154 of file JSSTaggerBase.h.

◆ m_readTau4WTAKey

SG::ReadDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_readTau4WTAKey {this, "Tau4WTAName", "Tau4_wta", "SG key for Tau4_wta"}
protectedinherited

Definition at line 155 of file JSSTaggerBase.h.

◆ m_readThrustMajKey

SG::ReadDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_readThrustMajKey {this, "ThrustMajName", "ThrustMaj", "SG key for ThrustMaj"}
protectedinherited

Definition at line 166 of file JSSTaggerBase.h.

◆ m_readTruthLabelKey

SG::ReadDecorHandleKey<xAOD::JetContainer> JSSTaggerBase::m_readTruthLabelKey {this, "truthLabelName", "truthLabel", "SG key for truthLabel"}
protectedinherited

Truth label ReadDecorHandle key.

Definition at line 214 of file JSSTaggerBase.h.

◆ m_rscaling_p0

double JSSTaggerUtils::m_rscaling_p0 {}
private

Definition at line 48 of file JSSTaggerUtils.h.

◆ m_rscaling_p1

double JSSTaggerUtils::m_rscaling_p1 {}
private

Definition at line 48 of file JSSTaggerUtils.h.

◆ m_scaler

std::map<std::string, std::vector<double> > JSSTaggerUtils::m_scaler

Definition at line 40 of file JSSTaggerUtils.h.

◆ m_strMassCutHigh

std::string JSSTaggerBase::m_strMassCutHigh
protectedinherited

Definition at line 179 of file JSSTaggerBase.h.

◆ m_strMassCutLow

std::string JSSTaggerBase::m_strMassCutLow
protectedinherited

Strings for cut functions.

Definition at line 178 of file JSSTaggerBase.h.

◆ m_strScoreCut

std::string JSSTaggerBase::m_strScoreCut
protectedinherited

Definition at line 180 of file JSSTaggerBase.h.

◆ m_suppressOutputDependence

bool JSSTaggerBase::m_suppressOutputDependence {}
protectedinherited

Definition at line 175 of file JSSTaggerBase.h.

◆ m_tagClass

TAGCLASS JSSTaggerBase::m_tagClass {Unknown}
protectedinherited

Definition at line 99 of file JSSTaggerBase.h.

◆ m_tagType

std::string JSSTaggerBase::m_tagType
protectedinherited

Definition at line 128 of file JSSTaggerBase.h.

◆ m_tmvaCalibArea

std::string JSSTaggerBase::m_tmvaCalibArea
protectedinherited

Definition at line 124 of file JSSTaggerBase.h.

◆ m_tmvaConfigFileName

std::string JSSTaggerBase::m_tmvaConfigFileName
protectedinherited

TMVA configurations for BDT taggers.

Definition at line 122 of file JSSTaggerBase.h.

◆ m_tmvaConfigFilePath

std::string JSSTaggerBase::m_tmvaConfigFilePath
protectedinherited

Definition at line 123 of file JSSTaggerBase.h.

◆ m_truthBosonContainerName

std::string JSSTaggerBase::m_truthBosonContainerName
protectedinherited

Definition at line 209 of file JSSTaggerBase.h.

◆ m_truthLabelName

std::string JSSTaggerBase::m_truthLabelName
protectedinherited

Definition at line 211 of file JSSTaggerBase.h.

◆ m_truthLabelUseTRUTH3

bool JSSTaggerBase::m_truthLabelUseTRUTH3 {}
protectedinherited

Truth label options.

Definition at line 207 of file JSSTaggerBase.h.

◆ m_truthParticleContainerName

std::string JSSTaggerBase::m_truthParticleContainerName
protectedinherited

Definition at line 208 of file JSSTaggerBase.h.

◆ m_truthTopQuarkContainerName

std::string JSSTaggerBase::m_truthTopQuarkContainerName
protectedinherited

Definition at line 210 of file JSSTaggerBase.h.

◆ m_UseConstTagger

bool JSSTaggerUtils::m_UseConstTagger {}
private

Definition at line 52 of file JSSTaggerUtils.h.

◆ m_useECFG

bool JSSTaggerBase::m_useECFG = false
protectedinherited

Flags controlling whether generalized ECF moments or L-series ratios are needed TODO: Implement the functionality controlled by these.

Definition at line 137 of file JSSTaggerBase.h.

◆ m_UseHLTagger

bool JSSTaggerUtils::m_UseHLTagger {}
private

Definition at line 56 of file JSSTaggerUtils.h.

◆ m_useLSeries

bool JSSTaggerBase::m_useLSeries = false
protectedinherited

Definition at line 138 of file JSSTaggerBase.h.

◆ m_useMassCut

bool JSSTaggerBase::m_useMassCut = false
protectedinherited

Flag to indicate if mass window cut is used.

Definition at line 92 of file JSSTaggerBase.h.

◆ m_useScoreCut

bool JSSTaggerBase::m_useScoreCut = false
protectedinherited

Flag to indicate if a discriminant score is used.

Definition at line 95 of file JSSTaggerBase.h.

◆ m_varHandleArraysDeclared

bool AthCommonDataStore< AthCommonMsg< AlgTool > >::m_varHandleArraysDeclared
privateinherited

Definition at line 399 of file AthCommonDataStore.h.

◆ m_vhka

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

Definition at line 398 of file AthCommonDataStore.h.

◆ m_weightConfig

std::unique_ptr<TFile> JSSTaggerBase::m_weightConfig
protectedinherited

Histograms for scale factors.

Definition at line 202 of file JSSTaggerBase.h.

◆ m_weightConfigPath

std::string JSSTaggerBase::m_weightConfigPath
protectedinherited

Path to the SF configuration root file.

Definition at line 107 of file JSSTaggerBase.h.

◆ m_weightDecorationName

std::string JSSTaggerBase::m_weightDecorationName
protectedinherited

String for scale factor decoration names.

Definition at line 195 of file JSSTaggerBase.h.

◆ m_weightFileName

std::string JSSTaggerBase::m_weightFileName
protectedinherited

Definition at line 196 of file JSSTaggerBase.h.

◆ m_weightFlavors

std::string JSSTaggerBase::m_weightFlavors
protectedinherited

Definition at line 199 of file JSSTaggerBase.h.

◆ m_weightHistogramName

std::string JSSTaggerBase::m_weightHistogramName
protectedinherited

Definition at line 197 of file JSSTaggerBase.h.

◆ m_weightHistograms

std::map<std::string, std::unique_ptr<TH2D> > JSSTaggerBase::m_weightHistograms
protectedinherited

Definition at line 203 of file JSSTaggerBase.h.

◆ m_wkpt

std::string JSSTaggerBase::m_wkpt
protectedinherited

Tagger information.

Definition at line 127 of file JSSTaggerBase.h.


The documentation for this class was generated from the following files:
JSSTaggerBase::m_readParentKey
SG::ReadDecorHandleKey< xAOD::JetContainer > m_readParentKey
Definition: JSSTaggerBase.h:173
python.PyKernel.retrieve
def retrieve(aClass, aKey=None)
Definition: PyKernel.py:110
LargeRJetTruthLabel::TypeEnum
TypeEnum
Definition: LargeRJetLabelEnum.h:14
AllowedVariables::e
e
Definition: AsgElectronSelectorTool.cxx:37
python.SystemOfUnits.second
int second
Definition: SystemOfUnits.py:120
CalculateHighPtTerm.pT
pT
Definition: ICHEP2016/CalculateHighPtTerm.py:57
JSSTaggerBase::m_readTau4WTAKey
SG::ReadDecorHandleKey< xAOD::JetContainer > m_readTau4WTAKey
Definition: JSSTaggerBase.h:155
beamspotnt.var
var
Definition: bin/beamspotnt.py:1394
JSSTaggerBase::m_readSplit23Key
SG::ReadDecorHandleKey< xAOD::JetContainer > m_readSplit23Key
Definition: JSSTaggerBase.h:162
Trk::L2
@ L2
Definition: AlignModuleList.h:32
JSSTaggerBase::m_readECF1Key
SG::ReadDecorHandleKey< xAOD::JetContainer > m_readECF1Key
Definition: JSSTaggerBase.h:157
JSSTaggerBase::getTruthLabelStr
std::string getTruthLabelStr(const xAOD::Jet &jet, asg::AcceptData &acceptData) const
Definition: JSSTaggerBase.cxx:814
mean
void mean(std::vector< double > &bins, std::vector< double > &values, const std::vector< std::string > &files, const std::string &histname, const std::string &tplotname, const std::string &label="")
Definition: dependence.cxx:254
get_generator_info.result
result
Definition: get_generator_info.py:21
test_pyathena.px
px
Definition: test_pyathena.py:18
python.SystemOfUnits.m
int m
Definition: SystemOfUnits.py:91
StateLessPT_NewConfig.proxy
proxy
Definition: StateLessPT_NewConfig.py:395
JSSTaggerBase::ZBoson
@ ZBoson
Definition: JSSTaggerBase.h:98
phi
Scalar phi() const
phi method
Definition: AmgMatrixBasePlugin.h:67
ATH_MSG_INFO
#define ATH_MSG_INFO(x)
Definition: AthMsgStreamMacros.h:31
JSSTaggerBase::m_readNtrk500Key
SG::ReadDecorHandleKey< xAOD::JetContainer > m_readNtrk500Key
Definition: JSSTaggerBase.h:79
JSSTaggerUtils::m_UseHLTagger
bool m_UseHLTagger
Definition: JSSTaggerUtils.h:56
JSSTaggerBase::m_readECFG311Key
SG::ReadDecorHandleKey< xAOD::JetContainer > m_readECFG311Key
Definition: JSSTaggerBase.h:170
JSSTaggerBase::m_jetEtaMax
float m_jetEtaMax
Definition: JSSTaggerBase.h:133
JSSTaggerBase::m_decValidEtaRangeKey
SG::WriteDecorHandleKey< xAOD::JetContainer > m_decValidEtaRangeKey
Definition: JSSTaggerBase.h:71
eta
Scalar eta() const
pseudorapidity method
Definition: AmgMatrixBasePlugin.h:83
JSSTaggerUtils::m_decHLScoreKey
SG::WriteDecorHandleKey< xAOD::JetContainer > m_decHLScoreKey
Definition: JSSTaggerUtils.h:64
JSSTaggerBase::m_efficiencyHistograms
std::map< std::string, std::unique_ptr< TH2D > > m_efficiencyHistograms
Definition: JSSTaggerBase.h:204
AthCommonDataStore< AthCommonMsg< AlgTool > >::declareProperty
Gaudi::Details::PropertyBase & declareProperty(Gaudi::Property< T > &t)
Definition: AthCommonDataStore.h:145
JSSTaggerBase::m_configFile
std::string m_configFile
Configuration file name.
Definition: JSSTaggerBase.h:110
JSSTaggerUtils::MakeJetImage
TH2D MakeJetImage(TString TagImage, const xAOD::Jet *jet, std::vector< xAOD::JetConstituent > constituents) const override
Definition: JSSTaggerUtils.cxx:610
JSSTaggerBase::m_configReader
TEnv m_configReader
TEnv instance to read config files.
Definition: JSSTaggerBase.h:62
RootHelpers::FindBin
Int_t FindBin(const TAxis *axis, const double x)
Definition: RootHelpers.cxx:14
JSSTaggerUtils::m_dorscaling
bool m_dorscaling
Definition: JSSTaggerUtils.h:47
Clip
float Clip(float in)
Definition: JSSTaggerUtils.cxx:13
min
constexpr double min()
Definition: ap_fixedTest.cxx:26
JSSTaggerBase::TopQuark
@ TopQuark
Definition: JSSTaggerBase.h:98
python.base_data.config
config
Definition: base_data.py:21
JSSTaggerUtils::m_rscaling_p0
double m_rscaling_p0
Definition: JSSTaggerUtils.h:48
JSSTaggerBase::tag
virtual StatusCode tag(const xAOD::Jet &jet) const =0
Decorate single jet with tagging info.
test_pyathena.pt
pt
Definition: test_pyathena.py:11
TRT_PAI_gasdata::SF
const float SF[NF]
Cross sections for Fluor.
Definition: TRT_PAI_gasdata.h:285
LargeRJetTruthLabel::other_From_t
@ other_From_t
Definition: LargeRJetLabelEnum.h:22
AthCommonDataStore< AthCommonMsg< AlgTool > >::m_evtStore
StoreGateSvc_t m_evtStore
Pointer to StoreGate (event store by default)
Definition: AthCommonDataStore.h:390
defineDB.jets
jets
Definition: JetTagCalibration/share/defineDB.py:24
AthCommonDataStore< AthCommonMsg< AlgTool > >::m_vhka
std::vector< SG::VarHandleKeyArray * > m_vhka
Definition: AthCommonDataStore.h:398
JSSTaggerBase::m_readTau2WTAKey
SG::ReadDecorHandleKey< xAOD::JetContainer > m_readTau2WTAKey
Definition: JSSTaggerBase.h:153
JSSTaggerBase::m_readSplit12Key
SG::ReadDecorHandleKey< xAOD::JetContainer > m_readSplit12Key
Definition: JSSTaggerBase.h:161
JSSTaggerBase::m_jetPtMin
float m_jetPtMin
Kinematic bounds for the jet - the units are controlled by m_ptGeV.
Definition: JSSTaggerBase.h:131
JSSTaggerBase::m_decL3Key
SG::WriteDecorHandleKey< xAOD::JetContainer > m_decL3Key
Definition: JSSTaggerBase.h:149
SG::ConstAccessor
Helper class to provide constant type-safe access to aux data.
Definition: ConstAccessor.h:55
JSSTaggerUtils::m_MLBosonTagger_HL
ToolHandle< AthONNX::IJSSMLTool > m_MLBosonTagger_HL
Definition: JSSTaggerUtils.h:57
DescendingPtSorterConstituents
bool DescendingPtSorterConstituents(const xAOD::JetConstituent p1, const xAOD::JetConstituent p2)
Definition: JSSTaggerUtils.cxx:8
JSSTaggerBase::m_decC2Key
SG::WriteDecorHandleKey< xAOD::JetContainer > m_decC2Key
Definition: JSSTaggerBase.h:145
JSSTaggerBase::m_decorationName
std::string m_decorationName
Decoration name.
Definition: JSSTaggerBase.h:188
read_hist_ntuple.t
t
Definition: read_hist_ntuple.py:5
drawFromPickle.cos
cos
Definition: drawFromPickle.py:36
JSSTaggerBase::m_readECFG331Key
SG::ReadDecorHandleKey< xAOD::JetContainer > m_readECFG331Key
Definition: JSSTaggerBase.h:169
LargeRJetTruthLabel::Zqq
@ Zqq
Definition: LargeRJetLabelEnum.h:20
ATH_MSG_VERBOSE
#define ATH_MSG_VERBOSE(x)
Definition: AthMsgStreamMacros.h:28
SG::VarHandleKey::key
const std::string & key() const
Return the StoreGate ID for the referenced object.
Definition: AthToolSupport/AsgDataHandles/Root/VarHandleKey.cxx:141
dbg::ptr
void * ptr(T *p)
Definition: SGImplSvc.cxx:74
JSSTaggerUtils::m_readConstScoreKey
SG::ReadDecorHandleKey< xAOD::JetContainer > m_readConstScoreKey
Definition: JSSTaggerUtils.h:63
yodamerge_tmp.scale
scale
Definition: yodamerge_tmp.py:138
LargeRJetTruthLabel::qcd
@ qcd
Definition: LargeRJetLabelEnum.h:25
x
#define x
JSSTaggerBase::m_decValidPtRangeHighKey
SG::WriteDecorHandleKey< xAOD::JetContainer > m_decValidPtRangeHighKey
Definition: JSSTaggerBase.h:69
python.CaloAddPedShiftConfig.type
type
Definition: CaloAddPedShiftConfig.py:42
config
Definition: PhysicsAnalysis/AnalysisCommon/AssociationUtils/python/config.py:1
asg::AcceptInfo::getCutName
const std::string & getCutName(unsigned int cutPosition) const
Get the name of a cut, based on the cut position (slow, avoid usage)
Definition: AcceptInfo.cxx:36
JSSTaggerBase::m_jetPtMax
float m_jetPtMax
Definition: JSSTaggerBase.h:132
JSSTaggerBase::m_calibArea
std::string m_calibArea
Location where config files live on cvmfs.
Definition: JSSTaggerBase.h:113
JSSTaggerBase::m_decWeightKey
SG::WriteDecorHandleKey< xAOD::JetContainer > m_decWeightKey
WriteDecorHandle keys for SF.
Definition: JSSTaggerBase.h:223
JSSTaggerBase::m_readTruthLabelKey
SG::ReadDecorHandleKey< xAOD::JetContainer > m_readTruthLabelKey
Truth label ReadDecorHandle key.
Definition: JSSTaggerBase.h:214
LargeRJetTruthLabel::notruth
@ notruth
Definition: LargeRJetLabelEnum.h:24
python.iconfTool.models.loaders.level
level
Definition: loaders.py:20
SG::VarHandleKeyArray::setOwner
virtual void setOwner(IDataHandleHolder *o)=0
JSSTaggerBase::m_decSigeffSFKey
SG::WriteDecorHandleKey< xAOD::JetContainer > m_decSigeffSFKey
Definition: JSSTaggerBase.h:226
JSSTaggerUtils::m_min_eta
double m_min_eta
Definition: JSSTaggerUtils.h:45
dqt_zlumi_pandas.weight
int weight
Definition: dqt_zlumi_pandas.py:189
IDTPMcnv.htype
htype
Definition: IDTPMcnv.py:29
JSSTaggerBase::m_decEfficiencyKey
SG::WriteDecorHandleKey< xAOD::JetContainer > m_decEfficiencyKey
Definition: JSSTaggerBase.h:224
JSSTaggerUtils::m_nbins_eta
int m_nbins_eta
Definition: JSSTaggerUtils.h:44
AthCommonDataStore< AthCommonMsg< AlgTool > >::evtStore
ServiceHandle< StoreGateSvc > & evtStore()
The standard StoreGateSvc (event store) Returns (kind of) a pointer to the StoreGateSvc.
Definition: AthCommonDataStore.h:85
JSSTaggerBase::m_decE3Key
SG::WriteDecorHandleKey< xAOD::JetContainer > m_decE3Key
Definition: JSSTaggerBase.h:147
JSSTaggerUtils::m_min_phi
double m_min_phi
Definition: JSSTaggerUtils.h:45
xAOD::CaloCluster_v1
Description of a calorimeter cluster.
Definition: CaloCluster_v1.h:62
JSSTaggerBase::m_ptGeV
bool m_ptGeV
Flag to indicate units pT is defined in Set to false by default.
Definition: JSSTaggerBase.h:89
efficiency
void efficiency(std::vector< double > &bins, std::vector< double > &values, const std::vector< std::string > &files, const std::string &histname, const std::string &tplotname, const std::string &label="")
Definition: dependence.cxx:128
python.utils.AtlRunQueryDQUtils.p
p
Definition: AtlRunQueryDQUtils.py:210
JSSTaggerBase::m_decTau32WTAKey
SG::WriteDecorHandleKey< xAOD::JetContainer > m_decTau32WTAKey
Definition: JSSTaggerBase.h:142
jet
Definition: JetCalibTools_PlotJESFactors.cxx:23
AthCommonDataStore
Definition: AthCommonDataStore.h:52
LargeRJetTruthLabel::Wqq
@ Wqq
Definition: LargeRJetLabelEnum.h:17
ATH_MSG_ERROR
#define ATH_MSG_ERROR(x)
Definition: AthMsgStreamMacros.h:33
convertTimingResiduals.sum
sum
Definition: convertTimingResiduals.py:55
CheckAppliedSFs.e3
e3
Definition: CheckAppliedSFs.py:264
JSSTaggerBase::m_readQwKey
SG::ReadDecorHandleKey< xAOD::JetContainer > m_readQwKey
Definition: JSSTaggerBase.h:164
asg::AsgToolConfig
an object that can create a AsgTool
Definition: AsgToolConfig.h:22
SG::ReadDecorHandle
Handle class for reading a decoration on an object.
Definition: StoreGate/StoreGate/ReadDecorHandle.h:94
JSSTaggerBase::getSF
std::pair< double, double > getSF(const xAOD::Jet &jet, const std::string &truthLabelStr) const
Get scale factor and efficiency.
Definition: JSSTaggerBase.cxx:756
JSSTaggerUtils::GetJSSVars
std::map< std::string, double > GetJSSVars(const xAOD::Jet &jet) const override
Definition: JSSTaggerUtils.cxx:486
lumiFormat.i
int i
Definition: lumiFormat.py:85
z
#define z
Trk::L3
@ L3
Definition: AlignModuleList.h:32
JSSTaggerBase::m_readECFG212Key
SG::ReadDecorHandleKey< xAOD::JetContainer > m_readECFG212Key
Definition: JSSTaggerBase.h:171
JSSTaggerUtils::m_nbins_phi
int m_nbins_phi
Definition: JSSTaggerUtils.h:44
JSSTaggerUtils::m_decNTopoTowersKey
SG::WriteDecorHandleKey< xAOD::JetContainer > m_decNTopoTowersKey
Definition: JSSTaggerUtils.h:61
asg::AcceptInfo::getNCuts
unsigned int getNCuts() const
Get the number of cuts defined.
Definition: AcceptInfo.h:46
ATH_MSG_DEBUG
#define ATH_MSG_DEBUG(x)
Definition: AthMsgStreamMacros.h:29
SG::WriteDecorHandle
Handle class for adding a decoration to an object.
Definition: StoreGate/StoreGate/WriteDecorHandle.h:100
python.LArMinBiasAlgConfig.int
int
Definition: LArMinBiasAlgConfig.py:59
JSSTaggerUtils::m_max_eta
double m_max_eta
Definition: JSSTaggerUtils.h:45
xAOD::VxType::PriVtx
@ PriVtx
Primary vertex.
Definition: TrackingPrimitives.h:572
JSSTaggerBase::Unknown
@ Unknown
Definition: JSSTaggerBase.h:98
Amg::pz
@ pz
Definition: GeoPrimitives.h:40
JSSTaggerBase::m_efficiencyHistogramName
std::string m_efficiencyHistogramName
Definition: JSSTaggerBase.h:198
JSSTaggerBase::m_decTau42WTAKey
SG::WriteDecorHandleKey< xAOD::JetContainer > m_decTau42WTAKey
Definition: JSSTaggerBase.h:143
python.xAODType.dummy
dummy
Definition: xAODType.py:4
ATH_CHECK
#define ATH_CHECK
Definition: AthCheckMacros.h:40
MSG::name
const std::string & name(Level lvl)
Convenience function for translating message levels to strings.
Definition: MsgLevel.cxx:19
hist_file_dump.f
f
Definition: hist_file_dump.py:141
JSSTaggerBase::m_decEffSFKey
SG::WriteDecorHandleKey< xAOD::JetContainer > m_decEffSFKey
Definition: JSSTaggerBase.h:225
JSSTaggerUtils::m_UseConstTagger
bool m_UseConstTagger
Definition: JSSTaggerUtils.h:52
python.Dumpers.asinh
def asinh(x)
helper methods ---------------------------------------------------------—
Definition: Dumpers.py:89
AthCommonDataStore< AthCommonMsg< AlgTool > >::m_detStore
StoreGateSvc_t m_detStore
Pointer to StoreGate (detector store by default)
Definition: AthCommonDataStore.h:393
JSSTaggerBase::m_calcSF
bool m_calcSF
Flag to calculate scale factor.
Definition: JSSTaggerBase.h:191
DataVector
Derived DataVector<T>.
Definition: DataVector.h:794
JSSTaggerBase::findPV
int findPV() const
Find the PV (to be used for Ntrk)
Definition: JSSTaggerBase.cxx:620
SG::VarHandleKeyArray::renounce
virtual void renounce()=0
SG::HandleClassifier::type
std::conditional< std::is_base_of< SG::VarHandleKeyArray, T >::value, VarHandleKeyArrayType, type2 >::type type
Definition: HandleClassifier.h:54
JSSTaggerBase::m_decD2Key
SG::WriteDecorHandleKey< xAOD::JetContainer > m_decD2Key
Definition: JSSTaggerBase.h:146
Amg::py
@ py
Definition: GeoPrimitives.h:39
LargeRJetTruthLabel::Wqq_From_t
@ Wqq_From_t
Definition: LargeRJetLabelEnum.h:21
merge_scale_histograms.doc
string doc
Definition: merge_scale_histograms.py:9
name
std::string name
Definition: Control/AthContainers/Root/debug.cxx:240
JSSTaggerBase::initialize
virtual StatusCode initialize() override
Initialize the tool.
Definition: JSSTaggerBase.cxx:73
JSSTaggerBase::m_acceptInfo
asg::AcceptInfo m_acceptInfo
Object that stores the results for a jet.
Definition: JSSTaggerBase.h:65
VP1PartSpect::E
@ E
Definition: VP1PartSpectFlags.h:21
ActsTrk::to_string
std::string to_string(const DetectorType &type)
Definition: GeometryDefs.h:34
JSSTaggerBase::m_decTau21WTAKey
SG::WriteDecorHandleKey< xAOD::JetContainer > m_decTau21WTAKey
WriteDecorHandle keys for JSS moments.
Definition: JSSTaggerBase.h:141
JSSTaggerUtils::ReadScaler
StatusCode ReadScaler() override
Definition: JSSTaggerUtils.cxx:566
JSSTaggerBase::decorateJSSRatios
void decorateJSSRatios(const xAOD::JetContainer &jets) const
Definition: JSSTaggerBase.cxx:508
PathResolverFindCalibFile
std::string PathResolverFindCalibFile(const std::string &logical_file_name)
Definition: PathResolver.cxx:431
xAOD::score
@ score
Definition: TrackingPrimitives.h:514
JSSTaggerBase::m_isMC
bool m_isMC
Definition: JSSTaggerBase.h:192
JSSTaggerBase::WBoson
@ WBoson
Definition: JSSTaggerBase.h:98
xAOD::Jet_v1
Class describing a jet.
Definition: Jet_v1.h:57
JSSTaggerBase::m_decValidKinRangeKey
SG::WriteDecorHandleKey< xAOD::JetContainer > m_decValidKinRangeKey
Definition: JSSTaggerBase.h:72
runIDAlign.accumulate
accumulate
Update flags based on parser line args.
Definition: runIDAlign.py:63
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ReadDecorHandle keys for JSS moments.
Definition: JSSTaggerBase.h:152
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Definition: JSSTaggerBase.h:203
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Set the result of a cut, based on the cut name (safer)
Definition: AcceptData.h:134
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#define y
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StatusCode initialize(bool used=true)
If this object is used as a property, then this should be called during the initialize phase.
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virtual StatusCode decorate(const xAOD::JetContainer &jets) const =0
Decorate a jet collection without otherwise modifying it.
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Check if jet passes kinematic constraints.
Definition: JSSTaggerBase.cxx:335
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Definition: RunTileMonitoring.py:133
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Clear all bits.
Definition: AcceptData.h:54
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Get the result of a cut, based on the cut name (safer)
Definition: AcceptData.h:98
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Specialization of sort for DataVector/List.
Definition: DVL_algorithms.h:623
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#define ATH_MSG_WARNING(x)
Definition: AthMsgStreamMacros.h:32
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SG::WriteDecorHandleKey< xAOD::JetContainer > m_decValidPtRangeLowKey
Definition: JSSTaggerBase.h:70
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Definition: JSSTaggerBase.h:154
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SG::ReadDecorHandleKey< xAOD::JetContainer > m_readECF2Key
Definition: JSSTaggerBase.h:158
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Definition: JSSTaggerBase.h:159
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MsgStream & msg() const
Definition: AthCommonMsg.h:24
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Get configReader StatusCode.
Definition: JSSTaggerBase.cxx:278
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Definition: LargeRJetLabelEnum.h:57
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Definition: CaloCondTools.py:20
JSSTaggerBase::GetUnGroomTracks
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Retrieve Ntrk variable from the ungroomed parent jet.
Definition: JSSTaggerBase.cxx:644
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SG::VarHandleKey & vhKey()
Return a non-const reference to the HandleKey.
Definition: StoreGate/src/VarHandleBase.cxx:629
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Definition: JSSTaggerUtils.h:62
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Definition: JSSTaggerUtils.h:53
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Default constructor - to be used in all derived classes.
Definition: JSSTaggerBase.cxx:11
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4-vector of jet constituent at the scale used during jet finding.
Definition: JetConstituentVector.h:61
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Definition: dqt_zlumi_alleff_HIST.py:113
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Definition: Control/AthenaPython/python/Bindings.py:798
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Definition: LargeRJetLabelEnum.h:16
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Definition: JSSTaggerBase.h:148
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Definition: drawFromPickle.py:36
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Definition: JSSTaggerBase.h:199
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Definition: JSSTaggerUtils.h:60
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Definition: DataProxy.h:45
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constexpr int pow(int base, int exp) noexcept
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Definition: JSSTaggerUtils.h:46
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Gaudi::Details::PropertyBase & declareGaudiProperty(Gaudi::Property< T > &hndl, const SG::VarHandleKeyType &)
specialization for handling Gaudi::Property<SG::VarHandleKey>
Definition: AthCommonDataStore.h:156
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Definition: fitman.py:528
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const std::string & getCutDescription(const std::string &cutName) const
Get the description of a cut, based on the cut name.
Definition: AcceptInfo.cxx:119
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Configurable members.
Definition: JSSTaggerBase.h:104
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Definition: JSSTaggerUtils.h:48
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Definition: JSSTaggerUtils.h:40