#include <TauTrackRNNClassifier.h>

Inheritance diagram for tauRecTools::TrackRNN:

Collaboration diagram for tauRecTools::TrackRNN:

Public Member Functions
virtual StatusCode	eventInitialize () override
	Event initializer - called at the beginning of each event.
virtual StatusCode	execute (xAOD::TauJet &pTau) const override
	Execute - called for each tau candidate.
virtual StatusCode	executePi0CreateROI (xAOD::TauJet &pTau, CaloConstCellContainer &caloCellContainer, boost::dynamic_bitset<> &map) const override
virtual StatusCode	executeVertexFinder (xAOD::TauJet &pTau, const xAOD::VertexContainer *vertexContainer=nullptr) const override
virtual StatusCode	executeTrackFinder (xAOD::TauJet &pTau, xAOD::TauTrackContainer &tauTrackContainer) const override
virtual StatusCode	executeTrackClassifier (xAOD::TauJet &pTau, xAOD::TauTrackContainer &tauTrackContainer) const override
virtual StatusCode	executeShotFinder (xAOD::TauJet &pTau, xAOD::CaloClusterContainer &shotClusterContainer, xAOD::PFOContainer &PFOContainer) const override
virtual StatusCode	executePi0ClusterCreator (xAOD::TauJet &pTau, xAOD::PFOContainer &neutralPFOContainer, xAOD::PFOContainer &hadronicPFOContainer, const xAOD::CaloClusterContainer &pCaloClusterContainer) const override
virtual StatusCode	executeVertexVariables (xAOD::TauJet &pTau, xAOD::VertexContainer &vertexContainer) const override
virtual StatusCode	executePi0ClusterScaler (xAOD::TauJet &pTau, xAOD::PFOContainer &neutralPFOContainer, xAOD::PFOContainer &chargedPFOContainer) const override
virtual StatusCode	executePi0nPFO (xAOD::TauJet &pTau, xAOD::PFOContainer &neutralPFOContainer) const override
virtual StatusCode	executePanTau (xAOD::TauJet &pTau, xAOD::ParticleContainer &particleContainer, xAOD::PFOContainer &neutralPFOContainer) const override
virtual StatusCode	eventFinalize () override
	Event finalizer - called at the end of each event.
virtual StatusCode	finalize () override
	Finalizer.
std::string	find_file (const std::string &fname) const
virtual void	print () const
	Print the state of the tool.
ServiceHandle< StoreGateSvc > &	evtStore ()
	The standard `StoreGateSvc` (event store) Returns (kind of) a pointer to the `StoreGateSvc`.
const ServiceHandle< StoreGateSvc > &	detStore () const
	The standard `StoreGateSvc/DetectorStore` Returns (kind of) a pointer to the `StoreGateSvc`.
virtual StatusCode	sysInitialize () override
	Perform system initialization for an algorithm.
virtual StatusCode	sysStart () override
	Handle START transition.
virtual std::vector< Gaudi::DataHandle * >	inputHandles () const override
	Return this algorithm's input handles.
virtual std::vector< Gaudi::DataHandle * >	outputHandles () const override
	Return this algorithm's output handles.
Gaudi::Details::PropertyBase &	declareProperty (Gaudi::Property< T, V, H > &t)
void	updateVHKA (Gaudi::Details::PropertyBase &)
MsgStream &	msg () const
bool	msgLvl (const MSG::Level lvl) const
Additional helper functions, not directly mimicking Athena
template<class T>
const T *	getProperty (const std::string &name) const
	Get one of the tool's properties.
const std::string &	msg_level_name () const __attribute__((deprecated))
	A deprecated function for getting the message level's name.
const std::string &	getName (const void *ptr) const
	Get the name of an object that is / should be in the event store.
SG::sgkey_t	getKey (const void *ptr) const
	Get the (hashed) key of an object that is in the event store.

Protected Member Functions
bool	inTrigger () const
bool	inAOD () const
bool	inEleRM () const
void	renounceArray (SG::VarHandleKeyArray &handlesArray)
	remove all handles from I/O resolution
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.

Protected Attributes
Gaudi::Property< bool >	m_in_trigger {this, "inTrigger", false, "Indicate if the tool is running on trigger"}
Gaudi::Property< bool >	m_in_AOD {this, "inAOD", false, "Indicate if the tool is running on AOD"}
Gaudi::Property< bool >	m_in_EleRM {this, "inEleRM", false, "Indicate if the tool is running on EleRM routine"}
Gaudi::Property< std::string >	m_tauRecToolsTag {this, "calibFolder", "tauRecTools/R22_preprod", "CVMFS path to the tau calibration folder"}

Private Types
typedef ServiceHandle< StoreGateSvc >	StoreGateSvc_t

Private Member Functions
ASG_TOOL_CLASS2(TrackRNN, TauRecToolBase, ITauToolBase) public	~TrackRNN ()
	Create a proper constructor for Athena.
virtual StatusCode	initialize () override
	Tool initializer.
StatusCode	classifyTracks (std::vector< xAOD::TauTrack * > &vTracks, xAOD::TauJet &xTau, const xAOD::VertexContainer *vertexContainer, const xAOD::TauTrackContainer &tauTrackContainer, bool skipTracks=false) const
StatusCode	calculateVars (const std::vector< xAOD::TauTrack * > &vTracks, const xAOD::TauJet &xTau, const xAOD::VertexContainer *vertexContainer, VectorMap &valueMap) const
Gaudi::Details::PropertyBase &	declareGaudiProperty (Gaudi::Property< T, V, H > &hndl, const SG::VarHandleKeyType &)
	specialization for handling Gaudi::Property<SG::VarHandleKey>

Private Attributes
Gaudi::Property< std::string >	m_inputWeightsPath {this, "InputWeightsPath", ""}
Gaudi::Property< unsigned int >	m_nMaxNtracks {this, "MaxNtracks", 0}
Gaudi::Property< bool >	m_removeDuplicateChargedTracks {this, "removeDuplicateChargedTracks", false}
std::unique_ptr< lwtDev::LightweightGraph >	m_RNNClassifier
StoreGateSvc_t	m_evtStore
	Pointer to StoreGate (event store by default).
StoreGateSvc_t	m_detStore
	Pointer to StoreGate (detector store by default).
std::vector< SG::VarHandleKeyArray * >	m_vhka
bool	m_varHandleArraysDeclared

Detailed Description

Definition at line 79 of file TauTrackRNNClassifier.h.

Member Typedef Documentation

◆ StoreGateSvc_t

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

privateinherited

Definition at line 388 of file AthCommonDataStore.h.

Constructor & Destructor Documentation

◆ ~TrackRNN()

TrackRNN::~TrackRNN ( )

private

Create a proper constructor for Athena.

Definition at line 237 of file TauTrackRNNClassifier.cxx.

238{

239}

Member Function Documentation

◆ calculateVars()

StatusCode TrackRNN::calculateVars	(	const std::vector< xAOD::TauTrack * > &	vTracks,
		const xAOD::TauJet &	xTau,
		const xAOD::VertexContainer *	vertexContainer,
		tauRecTools::VectorMap &	valueMap ) const

private

Definition at line 368 of file TauTrackRNNClassifier.cxx.

{
  // initialize map with values
  valueMap.clear();
  unsigned int n_timeSteps = vTracks.size();
  if(m_nMaxNtracks > 0 && n_timeSteps > m_nMaxNtracks) {
    n_timeSteps = m_nMaxNtracks;
  }
 
  valueMap["log(trackPt)"] = std::vector<double>(n_timeSteps);
  valueMap["log(jetSeedPt)"] = std::vector<double>(n_timeSteps);
  valueMap["trackPt/tauPtIntermediateAxis"] = std::vector<double>(n_timeSteps);
  valueMap["trackEta"] = std::vector<double>(n_timeSteps);
  valueMap["z0sinthetaTJVA"] = std::vector<double>(n_timeSteps);
  valueMap["z0sinthetaSigTJVA"] = std::vector<double>(n_timeSteps);
  valueMap["log(rConv)"] = std::vector<double>(n_timeSteps);
  valueMap["tanh(rConvII/500)"] = std::vector<double>(n_timeSteps);
  valueMap["dRJetSeedAxis"] = std::vector<double>(n_timeSteps);
  valueMap["dRIntermediateAxis"] = std::vector<double>(n_timeSteps);
  valueMap["tanh(d0SigTJVA/10)"] = std::vector<double>(n_timeSteps);
  valueMap["tanh(d0TJVA/10)"] = std::vector<double>(n_timeSteps);
  valueMap["qOverP*1000"] = std::vector<double>(n_timeSteps);
  valueMap["numberOfInnermostPixelLayerHits"] = std::vector<double>(n_timeSteps);
  valueMap["numberOfPixelSharedHits"] = std::vector<double>(n_timeSteps);
  valueMap["numberOfSCTSharedHits"] = std::vector<double>(n_timeSteps);
  valueMap["numberOfTRTHits"] = std::vector<double>(n_timeSteps);
  valueMap["eProbabilityHT"] = std::vector<double>(n_timeSteps);
  valueMap["nPixHits"] = std::vector<double>(n_timeSteps);
  valueMap["nSCTHits"] = std::vector<double>(n_timeSteps);
  valueMap["dz0_TV_PV0"] = std::vector<double>(n_timeSteps);
  valueMap["log_sumpt_TV"] = std::vector<double>(n_timeSteps);
  valueMap["log_sumpt2_TV"] = std::vector<double>(n_timeSteps);
  valueMap["log_sumpt_PV0"] = std::vector<double>(n_timeSteps);
  valueMap["log_sumpt2_PV0"] = std::vector<double>(n_timeSteps);
  valueMap["charge"] = std::vector<double>(n_timeSteps);
  // used by RNN track classifier for upgrade
  valueMap["(trackPt/jetSeedPt)"] = std::vector<double>(n_timeSteps); 
  valueMap["numberOfInnermostPixelLayerEndcapHits"] = std::vector<double>(n_timeSteps);
  valueMap["nSiHits"] = std::vector<double>(n_timeSteps);
 
  // tau variable
  double log_ptJetSeed = std::log( xTau.ptJetSeed() );
 
  // vertex variables
  double dz0_TV_PV0 = 0., sumpt_TV = 0., sumpt2_TV = 0., sumpt_PV0 = 0., sumpt2_PV0 = 0.;
  if(vertexContainer != nullptr && !vertexContainer->empty() && xTau.vertex()!=nullptr) {
    dz0_TV_PV0 = xTau.vertex()->z() - vertexContainer->at(0)->z();
 
    // Some AODs reconstructed before 22.0.48 contain rare cases of tracks with only dead sensors instead of hits 
    // due to an edge case in the Si Hit definitions see e.g https://its.cern.ch/jira/browse/ATLIDTRKCP-395
    // These could be used in the primary vertexing but then were thinned away by the TRT Standalone thinning
    // this only checked for nHits < 4 rather than the TRT Standalone bit pattern specifically, removing these only dead sensor tracks
    // we guard against this unresolved track link issue by counting and skipping invalid links
    // should be extremely rare, but prevents crashes 
    unsigned int nUnresolved = 0;
    for (const ElementLink<xAOD::TrackParticleContainer>& trk : vertexContainer->at(0)->trackParticleLinks()) {
      if (!trk.isValid()) { ++nUnresolved; continue; }
      sumpt_PV0 += (*trk)->pt();
      sumpt2_PV0 += pow((*trk)->pt(), 2.);
    }
    for (const ElementLink<xAOD::TrackParticleContainer>& trk : xTau.vertex()->trackParticleLinks()) {
      if (!trk.isValid()) { ++nUnresolved; continue; }
      sumpt_TV += (*trk)->pt();
      sumpt2_TV += pow((*trk)->pt(), 2.);
    }
    if (nUnresolved > 0) {
      ATH_MSG_WARNING(nUnresolved << " unresolvable track link(s) on the primary or tau "
                      << "vertex skipped: log_sumpt_PV0 / log_sumpt_TV inputs of "
                      << "the track RNN computed from remaining tracks");
    }
  }
  //these are false positives
  //cppcheck-suppress invalidFunctionArg
  double log_sumpt_TV = (sumpt_TV>0.) ? std::log(sumpt_TV) : 0.;
  //cppcheck-suppress invalidFunctionArg
  double log_sumpt2_TV = (sumpt2_TV>0.) ? std::log(sumpt2_TV) : 0.;
  //cppcheck-suppress invalidFunctionArg
  double log_sumpt_PV0 = (sumpt_PV0>0.) ? std::log(sumpt_PV0) : 0.;
  //cppcheck-suppress invalidFunctionArg
  double log_sumpt2_PV0 = (sumpt2_PV0>0.) ? std::log(sumpt2_PV0) : 0.;
 
  // track variables
  unsigned int i = 0;
 
  for(xAOD::TauTrack* xTrack : vTracks)
    {
      const xAOD::TrackParticle* xTrackParticle = xTrack->track();
      
      uint8_t numberOfInnermostPixelLayerHits = 0; ATH_CHECK( xTrackParticle->summaryValue(numberOfInnermostPixelLayerHits, xAOD::numberOfInnermostPixelLayerHits) );
      uint8_t nPixelHits = 0; ATH_CHECK( xTrackParticle->summaryValue(nPixelHits, xAOD::numberOfPixelHits) );
      uint8_t nPixelSharedHits = 0; ATH_CHECK( xTrackParticle->summaryValue(nPixelSharedHits, xAOD::numberOfPixelSharedHits) );
      uint8_t nPixelDeadSensors = 0; ATH_CHECK( xTrackParticle->summaryValue(nPixelDeadSensors, xAOD::numberOfPixelDeadSensors) );
      uint8_t nSCTHits = 0; ATH_CHECK( xTrackParticle->summaryValue(nSCTHits, xAOD::numberOfSCTHits) );
      uint8_t nSCTSharedHits = 0; ATH_CHECK( xTrackParticle->summaryValue(nSCTSharedHits, xAOD::numberOfSCTSharedHits) );
      uint8_t nSCTDeadSensors = 0; ATH_CHECK( xTrackParticle->summaryValue(nSCTDeadSensors, xAOD::numberOfSCTDeadSensors) );
      uint8_t nTRTHits = 0; ATH_CHECK( xTrackParticle->summaryValue(nTRTHits, xAOD::numberOfTRTHits) );
      float eProbabilityHT; ATH_CHECK( xTrackParticle->summaryValue( eProbabilityHT, xAOD::eProbabilityHT) );
 
      // used by RNN track classifier for upgrade
      uint8_t numberOfInnermostPixelLayerEndcapHits = 0; 
      uint8_t tmp_var = 0; 
      if(xTrackParticle->summaryValue(tmp_var, xAOD::numberOfInnermostPixelLayerEndcapHits) ){
         numberOfInnermostPixelLayerEndcapHits = tmp_var;  
      }
      uint8_t nSiHits = nPixelHits + nPixelDeadSensors + nSCTHits + nSCTDeadSensors;  
        
      valueMap["log(trackPt)"][i] = std::log( xTrackParticle->pt() );
      valueMap["log(jetSeedPt)"][i] = log_ptJetSeed;
      valueMap["trackPt/tauPtIntermediateAxis"][i] = xTrackParticle->pt()/xTau.ptIntermediateAxis();
      valueMap["trackEta"][i] = xTrackParticle->eta();
      valueMap["z0sinthetaTJVA"][i] = xTrack->z0sinthetaTJVA();
      valueMap["z0sinthetaSigTJVA"][i] = xTrack->z0sinthetaSigTJVA();
      valueMap["log(rConv)"][i] = std::log( xTrack->rConv() );
      valueMap["tanh(rConvII/500)"][i] = std::tanh( xTrack->rConvII()/500. );
      // there is no seed jets in AOD so dRJetSeedAxis wont work
      valueMap["dRJetSeedAxis"][i] = xTrack->p4().DeltaR(xTau.p4(xAOD::TauJetParameters::JetSeed));
      valueMap["dRIntermediateAxis"][i] = xTrack->p4().DeltaR( xTau.p4(xAOD::TauJetParameters::IntermediateAxis) );
      valueMap["tanh(d0SigTJVA/10)"][i] = std::tanh( xTrack->d0SigTJVA()/10. );
      valueMap["tanh(d0TJVA/10)"][i] = std::tanh( xTrack->d0TJVA()/10. );
      valueMap["qOverP*1000"][i] = xTrackParticle->qOverP()*1000.;
      valueMap["numberOfInnermostPixelLayerHits"][i] = numberOfInnermostPixelLayerHits;
      valueMap["numberOfPixelSharedHits"][i] = nPixelSharedHits;
      valueMap["numberOfSCTSharedHits"][i] = nSCTSharedHits;
      valueMap["numberOfTRTHits"][i] = nTRTHits;
      valueMap["eProbabilityHT"][i] = eProbabilityHT;
      valueMap["nPixHits"][i] = nPixelHits + nPixelDeadSensors;
      valueMap["nSCTHits"][i] = nSCTHits + nSCTDeadSensors;
      valueMap["dz0_TV_PV0"][i] = dz0_TV_PV0;
      valueMap["log_sumpt_TV"][i] = log_sumpt_TV;
      valueMap["log_sumpt2_TV"][i] = log_sumpt2_TV;
      valueMap["log_sumpt_PV0"][i] = log_sumpt_PV0;
      valueMap["log_sumpt2_PV0"][i] = log_sumpt2_PV0;
      valueMap["charge"][i] = xTrackParticle->charge();
      // used by RNN track classifier for upgrade
      valueMap["(trackPt/jetSeedPt)"][i] = xTrackParticle->pt()/xTau.ptJetSeed();
      valueMap["numberOfInnermostPixelLayerEndcapHits"][i] = numberOfInnermostPixelLayerEndcapHits;
      valueMap["nSiHits"][i] = nSiHits;
 
      ++i;
      if(m_nMaxNtracks > 0 && i >= m_nMaxNtracks) {
    break;
      }
    }
 
  return StatusCode::SUCCESS;
} 

◆ classifyTracks()

StatusCode TrackRNN::classifyTracks	(	std::vector< xAOD::TauTrack * > &	vTracks,
		xAOD::TauJet &	xTau,
		const xAOD::VertexContainer *	vertexContainer,
		const xAOD::TauTrackContainer &	tauTrackContainer,
		bool	skipTracks = false ) const

private

Definition at line 261 of file TauTrackRNNClassifier.cxx.

{
  if(vTracks.empty()) {
    return StatusCode::SUCCESS;
  }
 
  static const SG::Accessor<float> idScoreCharged("rnn_chargedScore");
  static const SG::Accessor<float> idScoreIso("rnn_isolationScore");
  static const SG::Accessor<float> idScoreConv("rnn_conversionScore");
  static const SG::Accessor<float> idScoreFake("rnn_fakeScore");
 
  // don't classify tracks, set default decorations
  if(skipTracks) {
    for(xAOD::TauTrack* track : vTracks) {
      idScoreCharged(*track) = 0.;
      idScoreConv(*track) = 0.;
      idScoreIso(*track) = 0.;
      idScoreFake(*track) = 0.;
    }
    return StatusCode::SUCCESS;
  }
 
  std::sort(vTracks.begin(), vTracks.end(), [](const xAOD::TauTrack * a, const xAOD::TauTrack * b) {return a->pt() > b->pt();});
 
  VectorMap valueMap;
  ATH_CHECK(calculateVars(vTracks, xTau, vertexContainer, valueMap));
 
  SeqNodeMap seqInput;
  NodeMap nodeInput;
  
  seqInput["input_1"] = std::move(valueMap); 
 
  VectorMap mValue = m_RNNClassifier->scan(nodeInput, seqInput, "time_distributed_2");
 
  std::vector<double> vClassProb(5);
 
  for (unsigned int i = 0; i < vTracks.size(); ++i){
 
    if(i >= m_nMaxNtracks && m_nMaxNtracks > 0){
      vClassProb[0] = 0.0;
      vClassProb[1] = 0.0;
      vClassProb[2] = 0.0;
      vClassProb[3] = 0.0;
      vClassProb[4] = 1.0;
    }else{
      vClassProb[0] = mValue["type_0"][i];
      vClassProb[1] = mValue["type_1"][i];
      vClassProb[2] = mValue["type_2"][i];
      vClassProb[3] = mValue["type_3"][i];
      vClassProb[4] = 0.0;
    }
 
    idScoreCharged(*vTracks[i]) = vClassProb[0];
    idScoreConv(*vTracks[i]) = vClassProb[1];
    idScoreIso(*vTracks[i]) = vClassProb[2];
    idScoreFake(*vTracks[i]) = vClassProb[3];
 
    int iMaxIndex = 0;
    for (unsigned int j = 1; j < vClassProb.size(); ++j){
      if(vClassProb[j] > vClassProb[iMaxIndex]) iMaxIndex = j;
    }
 
    if(iMaxIndex < 4) {
      vTracks[i]->setFlag(xAOD::TauJetParameters::unclassified, false);
    }
 
    if(iMaxIndex == 3){
      vTracks[i]->setFlag(xAOD::TauJetParameters::classifiedFake, true);
    }else if(iMaxIndex == 0){
      vTracks[i]->setFlag(xAOD::TauJetParameters::classifiedCharged, true);
    }else if(iMaxIndex == 1){
      vTracks[i]->setFlag(xAOD::TauJetParameters::classifiedConversion, true);
    }else if(iMaxIndex == 2){
      vTracks[i]->setFlag(xAOD::TauJetParameters::classifiedIsolation, true);
    }
  }
 
  if(m_removeDuplicateChargedTracks){
    bool alreadyUsed = false;
    for (unsigned int i = 0; i < vTracks.size(); ++i){
      alreadyUsed = false;
      //loop over all up-to-now charged tracks  
      for( const xAOD::TauTrack* tau_trk : tauTrackCon ) {
     if(!(vTracks[i]->flag(xAOD::TauJetParameters::TauTrackFlag::classifiedCharged))) continue;
     if( vTracks[i]->track() == tau_trk->track()) alreadyUsed = true;
      }
      //if this track has already been used by another tau, don't consider                                         
      if (alreadyUsed) { 
    ATH_MSG_INFO( "Found Already Used charged track new, now putting it as unclassified" );       
        vTracks[i]->setFlag(xAOD::TauJetParameters::classifiedCharged, false);
    vTracks[i]->setFlag(xAOD::TauJetParameters::TauTrackFlag::unclassified, true);
      } else { 
    ++i;
      }
    }
  }
 
 
  return StatusCode::SUCCESS;
}

◆ declareGaudiProperty()

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

inlineprivateinherited

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

Definition at line 156 of file AthCommonDataStore.h.

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

◆ declareProperty()

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

inlineinherited

Definition at line 145 of file AthCommonDataStore.h.

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

◆ detStore()

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

inlineinherited

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

Definition at line 95 of file AthCommonDataStore.h.

95{ return m_detStore; }

AthCommonDataStore< AthCommonMsg< AlgTool > >::m_detStore

StoreGateSvc_t m_detStore

Definition AthCommonDataStore.h:393

◆ eventFinalize()

StatusCode TauRecToolBase::eventFinalize ( )

overridevirtualinherited

Event finalizer - called at the end of each event.

Implements ITauToolBase.

Definition at line 105 of file TauRecToolBase.cxx.

                                         {
  return StatusCode::SUCCESS;
}

◆ eventInitialize()

StatusCode TauRecToolBase::eventInitialize ( )

overridevirtualinherited

Event initializer - called at the beginning of each event.

Implements ITauToolBase.

Definition at line 36 of file TauRecToolBase.cxx.

                                          {
  return StatusCode::SUCCESS;
}

◆ evtStore()

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; }

AthCommonDataStore< AthCommonMsg< AlgTool > >::m_evtStore

StoreGateSvc_t m_evtStore

Definition AthCommonDataStore.h:390

◆ execute()

StatusCode TauRecToolBase::execute ( xAOD::TauJet & pTau ) const

overridevirtualinherited

Execute - called for each tau candidate.

Implements ITauToolBase.

Reimplemented in JetSeedBuilder, MvaTESEvaluator, MvaTESVariableDecorator, TauAODMuonRemovalTool, TauAODSelector, TauAxisSetter, TauCalibrateLC, TauCellVariables, TauClusterFinder, TauCombinedTES, TauCommonCalcVars, TauDecayModeNNClassifier, TauElectronVetoVariables, TauEleOverlapChecker, TauGNNEvaluator, TauIDVarCalculator, TauJetRNNEvaluator, TauSubstructureVariables, TauVertexedClusterDecorator, and TauWPDecorator.

Definition at line 41 of file TauRecToolBase.cxx.

                                                    {
  ATH_MSG_ERROR("function not implemented");
  return StatusCode::FAILURE;
}

◆ executePanTau()

StatusCode TauRecToolBase::executePanTau	(	xAOD::TauJet &	pTau,
		xAOD::ParticleContainer &	particleContainer,
		xAOD::PFOContainer &	neutralPFOContainer ) const

overridevirtualinherited

Implements ITauToolBase.

Reimplemented in PanTau::PanTauProcessor.

Definition at line 100 of file TauRecToolBase.cxx.

                                                                                                           {
  ATH_MSG_ERROR("function not implemented");
  return StatusCode::FAILURE;
}

◆ executePi0ClusterCreator()

StatusCode TauRecToolBase::executePi0ClusterCreator	(	xAOD::TauJet &	pTau,
		xAOD::PFOContainer &	neutralPFOContainer,
		xAOD::PFOContainer &	hadronicPFOContainer,
		const xAOD::CaloClusterContainer &	pCaloClusterContainer ) const

overridevirtualinherited

Implements ITauToolBase.

Reimplemented in TauPi0ClusterCreator.

Definition at line 78 of file TauRecToolBase.cxx.

                                                                    {
  ATH_MSG_ERROR("function not implemented");
  return StatusCode::FAILURE;
}

◆ executePi0ClusterScaler()

StatusCode TauRecToolBase::executePi0ClusterScaler	(	xAOD::TauJet &	pTau,
		xAOD::PFOContainer &	neutralPFOContainer,
		xAOD::PFOContainer &	chargedPFOContainer ) const

overridevirtualinherited

Implements ITauToolBase.

Reimplemented in TauPi0ClusterScaler.

Definition at line 90 of file TauRecToolBase.cxx.

                                                                                                                 {
  ATH_MSG_ERROR("function not implemented");
  return StatusCode::FAILURE;
} 

◆ executePi0CreateROI()

StatusCode TauRecToolBase::executePi0CreateROI	(	xAOD::TauJet &	pTau,
		CaloConstCellContainer &	caloCellContainer,
		boost::dynamic_bitset<> &	map ) const

overridevirtualinherited

Implements ITauToolBase.

Reimplemented in TauPi0CreateROI.

Definition at line 52 of file TauRecToolBase.cxx.

                                                                                                                        {
  ATH_MSG_ERROR("function not implemented");
  return StatusCode::FAILURE;
}

◆ executePi0nPFO()

StatusCode TauRecToolBase::executePi0nPFO	(	xAOD::TauJet &	pTau,
		xAOD::PFOContainer &	neutralPFOContainer ) const

overridevirtualinherited

Implements ITauToolBase.

Reimplemented in TauPi0ScoreCalculator, and TauPi0Selector.

Definition at line 95 of file TauRecToolBase.cxx.

                                                                                  {
  ATH_MSG_ERROR("function not implemented");
  return StatusCode::FAILURE;
}

◆ executeShotFinder()

StatusCode TauRecToolBase::executeShotFinder	(	xAOD::TauJet &	pTau,
		xAOD::CaloClusterContainer &	shotClusterContainer,
		xAOD::PFOContainer &	PFOContainer ) const

overridevirtualinherited

Implements ITauToolBase.

Reimplemented in TauShotFinder.

Definition at line 73 of file TauRecToolBase.cxx.

                                                                                                                   {
  ATH_MSG_ERROR("function not implemented");
  return StatusCode::FAILURE;
}

◆ executeTrackClassifier()

StatusCode TauRecToolBase::executeTrackClassifier	(	xAOD::TauJet &	pTau,
		xAOD::TauTrackContainer &	tauTrackContainer ) const

overridevirtualinherited

Implements ITauToolBase.

Reimplemented in tauRecTools::TauTrackRNNClassifier.

Definition at line 68 of file TauRecToolBase.cxx.

                                                                                           {
  ATH_MSG_ERROR("function not implemented");
  return StatusCode::FAILURE;
}

◆ executeTrackFinder()

StatusCode TauRecToolBase::executeTrackFinder	(	xAOD::TauJet &	pTau,
		xAOD::TauTrackContainer &	tauTrackContainer ) const

overridevirtualinherited

Implements ITauToolBase.

Reimplemented in TauTrackFinder.

Definition at line 63 of file TauRecToolBase.cxx.

                                                                                       {
  ATH_MSG_ERROR("function not implemented");
  return StatusCode::FAILURE;
}

◆ executeVertexFinder()

StatusCode TauRecToolBase::executeVertexFinder	(	xAOD::TauJet &	pTau,
		const xAOD::VertexContainer *	vertexContainer = nullptr ) const

overridevirtualinherited

Implements ITauToolBase.

Reimplemented in TauVertexFinder.

Definition at line 58 of file TauRecToolBase.cxx.

                                                                                            {
  ATH_MSG_ERROR("function not implemented");
  return StatusCode::FAILURE;
}

◆ executeVertexVariables()

StatusCode TauRecToolBase::executeVertexVariables	(	xAOD::TauJet &	pTau,
		xAOD::VertexContainer &	vertexContainer ) const

overridevirtualinherited

Implements ITauToolBase.

Reimplemented in TauVertexVariables.

Definition at line 85 of file TauRecToolBase.cxx.

                                                                                              {
  ATH_MSG_ERROR("function not implemented");
  return StatusCode::FAILURE;
}

◆ 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

◆ finalize()

StatusCode TauRecToolBase::finalize ( )

overridevirtualinherited

Finalizer.

Implements ITauToolBase.

Reimplemented in PanTau::PanTauProcessor.

Definition at line 109 of file TauRecToolBase.cxx.

                                   {
  return StatusCode::SUCCESS;
}

◆ find_file()

std::string TauRecToolBase::find_file ( const std::string & fname ) const

inherited

Definition at line 19 of file TauRecToolBase.cxx.

                                                                {
  std::string full_path;
  //offline calib files are in GroupData
  //online calib files are in release
  full_path = PathResolverFindCalibFile(m_tauRecToolsTag+"/"+fname);
  if(full_path.empty()) full_path = PathResolverFindCalibFile(fname);
  return full_path;
}

◆ 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::Event both provide ways for getting the SG::sgkey_t key for an object that is in the store, based on a bare pointer. But they provide different interfaces for doing so.

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

See also: asg::AsgTool::getName

Parameters

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

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

Definition at line 119 of file AsgTool.cxx.

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

◆ getName()

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

inherited

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

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

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

See also: asg::AsgTool::getKey

Parameters

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

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

Definition at line 106 of file AsgTool.cxx.

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

◆ getProperty()

template<class T>

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

inherited

Get one of the tool's properties.

◆ inAOD()

bool TauRecToolBase::inAOD ( ) const

inlineprotectedinherited

Definition at line 87 of file TauRecToolBase.h.

87{ return m_in_AOD; }

TauRecToolBase::m_in_AOD

Gaudi::Property< bool > m_in_AOD

Definition TauRecToolBase.h:76

◆ inEleRM()

bool TauRecToolBase::inEleRM ( ) const

inlineprotectedinherited

Definition at line 88 of file TauRecToolBase.h.

88{ return m_in_EleRM; }

TauRecToolBase::m_in_EleRM

Gaudi::Property< bool > m_in_EleRM

Definition TauRecToolBase.h:77

◆ initialize()

StatusCode TrackRNN::initialize ( void )

overrideprivatevirtual

Tool initializer.

Reimplemented from TauRecToolBase.

Definition at line 242 of file TauTrackRNNClassifier.cxx.

{  
  std::string inputWeightsPath = find_file(m_inputWeightsPath);
  ATH_MSG_INFO("Using calibration file: " << inputWeightsPath);
  
  std::ifstream nn_config_istream(inputWeightsPath);  
 
  lwtDev::GraphConfig NNconfig = lwtDev::parse_json_graph(nn_config_istream);
  
  m_RNNClassifier = std::make_unique<lwtDev::LightweightGraph>(NNconfig, NNconfig.outputs.begin()->first);
  if(!m_RNNClassifier) {
    ATH_MSG_FATAL("Couldn't configure neural network!");
    return StatusCode::FAILURE;
  }
  
  return StatusCode::SUCCESS;
}

◆ inputHandles()

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

overridevirtualinherited

Return this algorithm's input handles.

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

◆ inTrigger()

bool TauRecToolBase::inTrigger ( ) const

inlineprotectedinherited

Definition at line 86 of file TauRecToolBase.h.

86{ return m_in_trigger; }

TauRecToolBase::m_in_trigger

Gaudi::Property< bool > m_in_trigger

Definition TauRecToolBase.h:75

◆ msg()

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

inlineinherited

Definition at line 24 of file AthCommonMsg.h.

                                {
    return this->msgStream();
  }

◆ msg_level_name()

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

inherited

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

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

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

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

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

Definition at line 101 of file AsgTool.cxx.

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

◆ msgLvl()

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

inlineinherited

Definition at line 30 of file AthCommonMsg.h.

                                               {
    return this->msgLevel(lvl);
  }

◆ outputHandles()

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

overridevirtualinherited

Return this algorithm's output handles.

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

◆ print()

void asg::AsgTool::print ( ) const

virtualinherited

Print the state of the tool.

Implements asg::IAsgTool.

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

Definition at line 131 of file AsgTool.cxx.

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

◆ renounce()

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

inlineprotectedinherited

Definition at line 380 of file AthCommonDataStore.h.

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

◆ renounceArray()

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

inlineprotectedinherited

remove all handles from I/O resolution

Definition at line 364 of file AthCommonDataStore.h.

                                                          {
    handlesArray.renounce();
  }

◆ sysInitialize()

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

overridevirtualinherited

Perform system initialization for an algorithm.

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

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

◆ sysStart()

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

overridevirtualinherited

Handle START transition.

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

◆ updateVHKA()

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

inlineinherited

Definition at line 308 of file AthCommonDataStore.h.

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

Member Data Documentation

◆ m_detStore

StoreGateSvc_t AthCommonDataStore< AthCommonMsg< AlgTool > >::m_detStore

privateinherited

Pointer to StoreGate (detector store by default).

Definition at line 393 of file AthCommonDataStore.h.

◆ m_evtStore

StoreGateSvc_t AthCommonDataStore< AthCommonMsg< AlgTool > >::m_evtStore

privateinherited

Pointer to StoreGate (event store by default).

Definition at line 390 of file AthCommonDataStore.h.

◆ m_in_AOD

Gaudi::Property<bool> TauRecToolBase::m_in_AOD {this, "inAOD", false, "Indicate if the tool is running on AOD"}

protectedinherited

Definition at line 76 of file TauRecToolBase.h.

76{this, "inAOD", false, "Indicate if the tool is running on AOD"};

◆ m_in_EleRM

Gaudi::Property<bool> TauRecToolBase::m_in_EleRM {this, "inEleRM", false, "Indicate if the tool is running on EleRM routine"}

protectedinherited

Definition at line 77 of file TauRecToolBase.h.

77{this, "inEleRM", false, "Indicate if the tool is running on EleRM routine"};

◆ m_in_trigger

Gaudi::Property<bool> TauRecToolBase::m_in_trigger {this, "inTrigger", false, "Indicate if the tool is running on trigger"}

protectedinherited

Definition at line 75 of file TauRecToolBase.h.

75{this, "inTrigger", false, "Indicate if the tool is running on trigger"};

◆ m_inputWeightsPath

Gaudi::Property<std::string> tauRecTools::TrackRNN::m_inputWeightsPath {this, "InputWeightsPath", ""}

private

Definition at line 112 of file TauTrackRNNClassifier.h.

112{this, "InputWeightsPath", ""};

◆ m_nMaxNtracks

Gaudi::Property<unsigned int> tauRecTools::TrackRNN::m_nMaxNtracks {this, "MaxNtracks", 0}

private

Definition at line 113 of file TauTrackRNNClassifier.h.

113{this, "MaxNtracks", 0};

◆ m_removeDuplicateChargedTracks

Gaudi::Property<bool> tauRecTools::TrackRNN::m_removeDuplicateChargedTracks {this, "removeDuplicateChargedTracks", false}

private

Definition at line 114 of file TauTrackRNNClassifier.h.

114{this, "removeDuplicateChargedTracks", false};

◆ m_RNNClassifier

std::unique_ptr<lwtDev::LightweightGraph> tauRecTools::TrackRNN::m_RNNClassifier

private

Definition at line 116 of file TauTrackRNNClassifier.h.

◆ m_tauRecToolsTag

Gaudi::Property<std::string> TauRecToolBase::m_tauRecToolsTag {this, "calibFolder", "tauRecTools/R22_preprod", "CVMFS path to the tau calibration folder"}

protectedinherited

Definition at line 78 of file TauRecToolBase.h.

78{this, "calibFolder", "tauRecTools/R22_preprod", "CVMFS path to the tau calibration folder"};

◆ 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.

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

Public Member Functions

Protected Member Functions

Protected Attributes

Private Types

Private Member Functions

Private Attributes

Detailed Description

Member Typedef Documentation

◆ StoreGateSvc_t

Constructor & Destructor Documentation

◆ ~TrackRNN()

Member Function Documentation

◆ calculateVars()

◆ classifyTracks()

◆ declareGaudiProperty()

◆ declareProperty()

◆ detStore()

◆ eventFinalize()

◆ eventInitialize()

◆ evtStore()

◆ execute()

◆ executePanTau()

◆ executePi0ClusterCreator()

◆ executePi0ClusterScaler()

◆ executePi0CreateROI()

◆ executePi0nPFO()

◆ executeShotFinder()

◆ executeTrackClassifier()

◆ executeTrackFinder()

◆ executeVertexFinder()

◆ executeVertexVariables()

◆ extraDeps_update_handler()

◆ finalize()

◆ find_file()

◆ getKey()

◆ getName()

◆ getProperty()

◆ inAOD()

◆ inEleRM()

◆ initialize()

◆ inputHandles()

◆ inTrigger()

◆ msg()

◆ msg_level_name()

◆ msgLvl()

◆ outputHandles()

◆ print()

◆ renounce()

◆ renounceArray()

◆ sysInitialize()

◆ sysStart()

◆ updateVHKA()

Member Data Documentation

◆ m_detStore

◆ m_evtStore

◆ m_in_AOD

◆ m_in_EleRM

◆ m_in_trigger

◆ m_inputWeightsPath

◆ m_nMaxNtracks

◆ m_removeDuplicateChargedTracks

◆ m_RNNClassifier

◆ m_tauRecToolsTag

◆ m_varHandleArraysDeclared

◆ m_vhka