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TauWPDecorator Class Reference

Implementation of tool to decorate flattened BDT score and working points. More...

#include <TauWPDecorator.h>

Inheritance diagram for TauWPDecorator:
Collaboration diagram for TauWPDecorator:

Public Member Functions

 TauWPDecorator (const std::string &name="TauWPDecorator")
 Constructor. More...
 
 ~TauWPDecorator ()
 Destructor. More...
 
virtual StatusCode initialize () override
 Initialization of this tool. More...
 
virtual StatusCode execute (xAOD::TauJet &tau) const override
 Executation of this tool. More...
 
virtual StatusCode eventInitialize () override
 Event initializer - called at the beginning of each event. More...
 
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. More...
 
virtual StatusCode finalize () override
 Finalizer. More...
 
std::string find_file (const std::string &fname) const
 
virtual StatusCode readConfig () override
 
virtual void print () const
 Print the state of the tool. More...
 
ServiceHandle< StoreGateSvc > & evtStore ()
 The standard StoreGateSvc (event store) Returns (kind of) a pointer to the StoreGateSvc. More...
 
const ServiceHandle< StoreGateSvc > & evtStore () const
 The standard StoreGateSvc (event store) Returns (kind of) a pointer to the StoreGateSvc. More...
 
const ServiceHandle< StoreGateSvc > & detStore () const
 The standard StoreGateSvc/DetectorStore Returns (kind of) a pointer to the StoreGateSvc. More...
 
virtual StatusCode sysInitialize () override
 Perform system initialization for an algorithm. More...
 
virtual StatusCode sysStart () override
 Handle START transition. More...
 
virtual std::vector< Gaudi::DataHandle * > inputHandles () const override
 Return this algorithm's input handles. More...
 
virtual std::vector< Gaudi::DataHandle * > outputHandles () const override
 Return this algorithm's output handles. More...
 
Gaudi::Details::PropertyBase & declareProperty (Gaudi::Property< T, V, H > &t)
 
Gaudi::Details::PropertyBase * declareProperty (const std::string &name, SG::VarHandleKey &hndl, const std::string &doc, const SG::VarHandleKeyType &)
 Declare a new Gaudi property. More...
 
Gaudi::Details::PropertyBase * declareProperty (const std::string &name, SG::VarHandleBase &hndl, const std::string &doc, const SG::VarHandleType &)
 Declare a new Gaudi property. More...
 
Gaudi::Details::PropertyBase * declareProperty (const std::string &name, SG::VarHandleKeyArray &hndArr, const std::string &doc, const SG::VarHandleKeyArrayType &)
 
Gaudi::Details::PropertyBase * declareProperty (const std::string &name, T &property, const std::string &doc, const SG::NotHandleType &)
 Declare a new Gaudi property. More...
 
Gaudi::Details::PropertyBase * declareProperty (const std::string &name, T &property, const std::string &doc="none")
 Declare a new Gaudi property. More...
 
void updateVHKA (Gaudi::Details::PropertyBase &)
 
MsgStream & msg () const
 
MsgStream & msg (const MSG::Level lvl) const
 
bool msgLvl (const MSG::Level lvl) const
 

Protected Member Functions

bool inTrigger () const
 
bool inAOD () const
 
bool inEleRM () const
 
void renounceArray (SG::VarHandleKeyArray &handlesArray)
 remove all handles from I/O resolution More...
 
std::enable_if_t< std::is_void_v< std::result_of_t< decltype(&T::renounce)(T)> > &&!std::is_base_of_v< SG::VarHandleKeyArray, T > &&std::is_base_of_v< Gaudi::DataHandle, T >, void > renounce (T &h)
 
void extraDeps_update_handler (Gaudi::Details::PropertyBase &ExtraDeps)
 Add StoreName to extra input/output deps as needed. More...
 

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 std::pair< double, std::shared_ptr< TH2 > > m_pair_t
 
typedef ServiceHandle< StoreGateSvcStoreGateSvc_t
 

Private Member Functions

StatusCode retrieveHistos (int nProng)
 Retrieve the histograms containing BDT/RNN score distributions as a function of dependent variables. More...
 
StatusCode storeLimits (int nProng)
 Obtain the limit of the dependent variables. More...
 
double transformScore (double score, double cutLow, double effLow, double cutHigh, double effHigh) const
 Obtain the flattened score. More...
 
Gaudi::Details::PropertyBase & declareGaudiProperty (Gaudi::Property< T, V, H > &hndl, const SG::VarHandleKeyType &)
 specialization for handling Gaudi::Property<SG::VarHandleKey> More...
 
Gaudi::Details::PropertyBase & declareGaudiProperty (Gaudi::Property< T, V, H > &hndl, const SG::VarHandleKeyArrayType &)
 specialization for handling Gaudi::Property<SG::VarHandleKeyArray> More...
 
Gaudi::Details::PropertyBase & declareGaudiProperty (Gaudi::Property< T, V, H > &hndl, const SG::VarHandleType &)
 specialization for handling Gaudi::Property<SG::VarHandleBase> More...
 
Gaudi::Details::PropertyBase & declareGaudiProperty (Gaudi::Property< T, V, H > &t, const SG::NotHandleType &)
 specialization for handling everything that's not a Gaudi::Property<SG::VarHandleKey> or a <SG::VarHandleKeyArray> More...
 

Private Attributes

Gaudi::Property< bool > m_useAbsEta {this, "UseAbsEta", false, "Whether we are flatterning electron veto WP"}
 
Gaudi::Property< bool > m_defineWPs {this, "DefineWPs", false, "Whether to decorate the WPs"}
 
Gaudi::Property< std::string > m_scoreName {this, "ScoreName", "", "Name of the original score"}
 
Gaudi::Property< std::string > m_scoreNameTrans {this, "NewScoreName", "", "Name of the transformed score"}
 
Gaudi::Property< std::string > m_file0p {this, "flatteningFile0Prong", "", "Calibration file name of 0-prong taus"}
 
Gaudi::Property< std::string > m_file1p {this, "flatteningFile1Prong", "", "Calibration file name of 1-prong taus"}
 
Gaudi::Property< std::string > m_file2p {this, "flatteningFile2Prong", "", "Calibration file name of 2-prong taus"}
 
Gaudi::Property< std::string > m_file3p {this, "flatteningFile3Prong", "", "Calibration file name of 3-prong taus"}
 
Gaudi::Property< std::vector< int > > m_EDMWPs {this, "CutEnumVals", {}, "Vector of WPs in the EDM"}
 
Gaudi::Property< std::vector< float > > m_EDMWPEffs0p {this, "SigEff0P", {}, "Efficiency of each WP in EDM for 0-prong taus"}
 
Gaudi::Property< std::vector< float > > m_EDMWPEffs1p {this, "SigEff1P", {}, "Efficiency of each WP in EDM for 1-prong taus"}
 
Gaudi::Property< std::vector< float > > m_EDMWPEffs2p {this, "SigEff2P", {}, "Efficiency of each WP in EDM for 2-prong taus"}
 
Gaudi::Property< std::vector< float > > m_EDMWPEffs3p {this, "SigEff3P", {}, "Efficiency of each WP in EDM for 3-prong taus"}
 
Gaudi::Property< std::vector< std::string > > m_decorWPs {this, "DecorWPNames", {}, "Name of WPs"}
 
Gaudi::Property< std::vector< float > > m_decorWPEffs0p {this, "DecorWPCutEffs0P", {}, "Efficiency of each WP to be docorated for 0-prong taus"}
 
Gaudi::Property< std::vector< float > > m_decorWPEffs1p {this, "DecorWPCutEffs1P", {}, "Efficiency of each WP to be docorated for 1-prong taus"}
 
Gaudi::Property< std::vector< float > > m_decorWPEffs2p {this, "DecorWPCutEffs2P", {}, "Efficiency of each WP to be docorated for 2-prong taus"}
 
Gaudi::Property< std::vector< float > > m_decorWPEffs3p {this, "DecorWPCutEffs3P", {}, "Efficiency of each WP to be docorated for 3-prong taus"}
 
std::vector< SG::AuxElement::Accessor< char > > m_charDecors
 
Gaudi::Property< std::string > m_tauContainerName {this, "TauContainerName", "", "Name of TauJetContainer, must be set when using "}
 
SG::WriteDecorHandleKeyArray< xAOD::TauJetContainerm_decorHandleKeys {this, "DecorHandleKeys",{},"Name of WPs to be decorated"}
 
SG::ReadDecorHandleKey< xAOD::EventInfom_aveIntPerXKey
 
std::shared_ptr< std::vector< m_pair_t > > m_hists0p
 Efficiency and corresponding score distributions of 0-prong taus. More...
 
std::shared_ptr< std::vector< m_pair_t > > m_hists1p
 Efficiency and corresponding score distributions of 1-prong taus. More...
 
std::shared_ptr< std::vector< m_pair_t > > m_hists2p
 Efficiency and corresponding score distributions of 2-prong taus. More...
 
std::shared_ptr< std::vector< m_pair_t > > m_hists3p
 Efficiency and corresponding score distributions of 3-prong taus. More...
 
std::map< int, double > m_xMin
 Map of n-prong and the minimum value of x variables. More...
 
std::map< int, double > m_yMin
 Map of n-prong and the minimum value of y variables. More...
 
std::map< int, double > m_xMax
 Map of n-prong and the maximum value of x variables. More...
 
std::map< int, double > m_yMax
 Map of n-prong and the maximum value of y variables. More...
 
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

Implementation of tool to decorate flattened BDT score and working points.

Input comes from ROOT files with lists of TH2s containing BDT/RNN score distributions as a function of the dependent variables. For eVeto, the score distributions depend on tau pT and |eta| of the leading track. Otherwise, the score distributions depend on tau pT and pileup.

Author
P.O. DeViveiros
W. Davey
L. Hauswald

Definition at line 36 of file TauWPDecorator.h.

Member Typedef Documentation

◆ m_pair_t

typedef std::pair<double, std::shared_ptr<TH2> > TauWPDecorator::m_pair_t
private

Definition at line 108 of file TauWPDecorator.h.

◆ StoreGateSvc_t

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

Definition at line 388 of file AthCommonDataStore.h.

Constructor & Destructor Documentation

◆ TauWPDecorator()

TauWPDecorator::TauWPDecorator ( const std::string &  name = "TauWPDecorator")

Constructor.

Definition at line 16 of file TauWPDecorator.cxx.

16  :
18 }

◆ ~TauWPDecorator()

TauWPDecorator::~TauWPDecorator ( )

Destructor.

Definition at line 21 of file TauWPDecorator.cxx.

21  {
22 }

Member Function Documentation

◆ declareGaudiProperty() [1/4]

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

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

Definition at line 170 of file AthCommonDataStore.h.

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, V, H > &  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, V, H > &  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, V, H > &  t,
const SG::NotHandleType  
)
inlineprivateinherited

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

Definition at line 199 of file AthCommonDataStore.h.

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, V, H > &  t)
inlineinherited

Definition at line 145 of file AthCommonDataStore.h.

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

◆ 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; }

◆ eventFinalize()

StatusCode TauRecToolBase::eventFinalize ( )
overridevirtualinherited

Event finalizer - called at the end of each event.

Implements ITauToolBase.

Definition at line 202 of file TauRecToolBase.cxx.

202  {
203  return StatusCode::SUCCESS;
204 }

◆ eventInitialize()

StatusCode TauRecToolBase::eventInitialize ( )
overridevirtualinherited

Event initializer - called at the beginning of each event.

Implements ITauToolBase.

Definition at line 133 of file TauRecToolBase.cxx.

133  {
134  return StatusCode::SUCCESS;
135 }

◆ evtStore() [1/2]

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

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

Definition at line 85 of file AthCommonDataStore.h.

85 { return m_evtStore; }

◆ evtStore() [2/2]

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

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

Definition at line 90 of file AthCommonDataStore.h.

90 { return m_evtStore; }

◆ execute()

StatusCode TauWPDecorator::execute ( xAOD::TauJet tau) const
overridevirtual

Executation of this tool.

Reimplemented from TauRecToolBase.

Definition at line 183 of file TauWPDecorator.cxx.

183  {
184  // obtain the dependent variables of the efficiency
185  // x variable is tau pt
186  double xVariable = tau.pt();
187 
188  // y variable is |eta| of leading track in electron mode, and pileup in other cases
189  double yVariable = 0.0;
190  if (m_useAbsEta) {
191  static const SG::ConstAccessor<float> acc_absEta("ABS_ETA_LEAD_TRACK");
192  yVariable = std::abs(acc_absEta(tau));
193  }
194  else {
196  if (!eventInfoDecorHandle.isPresent()) {
197  ATH_MSG_ERROR( "EventInfo decoration " << m_aveIntPerXKey << " not available!" );
198  return StatusCode::FAILURE;
199  }
200  yVariable = eventInfoDecorHandle(0);
201  }
202 
203  int nTracks = tau.nTracks();
204  int nProng = nTracks;
205 
206  // 0p is treated as 3p when no calibration file is not provided for 0p
207  // 2p is treated as 3p when no calibration file is not provided for 2p
208  if (nTracks == 0 && !m_hists0p) {
209  // 0p->3p mapping was done for R21 backward compatibility reasons, may want to change this
210  nProng = 3;
211  }
212  else if (nTracks == 2 && !m_hists2p) {
213  nProng = 3;
214  }
215  else if (nTracks > 2) {
216  nProng = 3;
217  }
218 
219  // make sure the dependent variables are within the range of calibration histograms
220  ATH_MSG_DEBUG("original pT:\t" << xVariable);
221  if (m_useAbsEta) {
222  ATH_MSG_DEBUG("original |eta|:\t" << yVariable);
223  }
224  else {
225  ATH_MSG_DEBUG("original mu:\t" << yVariable);
226  }
227 
228  xVariable = std::min(m_xMax.at(nProng), std::max(m_xMin.at(nProng), xVariable));
229  yVariable = std::min(m_yMax.at(nProng), std::max(m_yMin.at(nProng), yVariable));
230 
231  ATH_MSG_DEBUG("final pT:\t" << xVariable);
232  if (m_useAbsEta) {
233  ATH_MSG_DEBUG("final |eta|:\t" << yVariable);
234  }
235  else {
236  ATH_MSG_DEBUG("final mu:\t" << yVariable);
237  }
238 
239  std::shared_ptr<std::vector<m_pair_t>> histArray = nullptr;
240  if (nProng == 0) histArray = m_hists0p;
241  else if (nProng == 1) histArray = m_hists1p;
242  else if (nProng == 2) histArray = m_hists2p;
243  else histArray = m_hists3p;
244 
245  std::array<double, 2> cuts = {-1.01, 1.01}; // lower and upper bounday of the score
246  std::array<double, 2> effs = {1.0, 0.0}; // efficiency corresponding to the score cut
247  bool gotLow = false; // whether lower bounday is found
248  bool gotHigh = false; // whether upper bounday is found
249 
250  const SG::ConstAccessor<float> acc_score(m_scoreName);
251  double score = acc_score(tau); // original score (BDT/RNN)
252 
253  // Loop over all histograms to find the lower and upper bounary of the score and corresponding efficiency
254  for (unsigned int i = 0; i < histArray->size(); ++i) {
255  std::shared_ptr<TH2> myHist = histArray->at(i).second;
256  double myCut = myHist->Interpolate(xVariable, yVariable);
257 
258  if (myCut <= score && ((!gotLow) || std::abs(myCut-score) < std::abs(cuts[0]-score))) {
259  gotLow = true;
260  effs[0] = histArray->at(i).first;
261  cuts[0] = myCut;
262  }
263  else if (myCut > score && ((!gotHigh) || std::abs(myCut-score) < std::abs(cuts[1]-score))) {
264  gotHigh = true;
265  effs[1] = histArray->at(i).first;
266  cuts[1] = myCut;
267  }
268 
269  if (gotLow && gotHigh){
270  ATH_MSG_VERBOSE("break @ " << myHist->GetName());
271  break;
272  }
273  }
274 
275  double scoreTrans = -1111.; // flattened score
276  if (score > cuts[1]) { // should not happen
277  scoreTrans = 1 - effs[1];
278  }
279  else if (score < cuts[0]) { // score is -9999 when BDT/RNN fails
280  scoreTrans = 1 - effs[0];
281  }
282  else {
283  scoreTrans = transformScore(score, cuts[0], effs[0], cuts[1], effs[1]);
284  }
285 
286  const SG::Accessor<float> acc_scoreTrans(m_scoreNameTrans);
287  acc_scoreTrans(tau) = scoreTrans;
288 
289  if(m_defineWPs) {
290  // WPs in EDM
291  for (size_t wpIndex=0; wpIndex < m_EDMWPs.size(); ++wpIndex) {
292  if(nProng == 0) {
293  tau.setIsTau((xAOD::TauJetParameters::IsTauFlag) m_EDMWPs[wpIndex], scoreTrans > (1-m_EDMWPEffs0p[wpIndex]));
294  }
295  else if(nProng == 1) {
296  tau.setIsTau((xAOD::TauJetParameters::IsTauFlag) m_EDMWPs[wpIndex], scoreTrans > (1-m_EDMWPEffs1p[wpIndex]));
297  }
298  else if(nProng == 2) {
299  tau.setIsTau((xAOD::TauJetParameters::IsTauFlag) m_EDMWPs[wpIndex], scoreTrans > (1-m_EDMWPEffs2p[wpIndex]));
300  }
301  else {
302  tau.setIsTau((xAOD::TauJetParameters::IsTauFlag) m_EDMWPs[wpIndex], scoreTrans > (1-m_EDMWPEffs3p[wpIndex]));
303  }
304  }
305  // Decorate other WPs
306  for (size_t wpIndex=0; wpIndex < m_decorWPs.size(); ++wpIndex) {
307  const SG::Accessor<char>& decorator = m_charDecors[wpIndex];
308 
309  if(nProng == 0) {
310  decorator(tau) = scoreTrans > (1-m_decorWPEffs0p[wpIndex]);
311  }
312  else if(nProng == 1) {
313  decorator(tau) = scoreTrans > (1-m_decorWPEffs1p[wpIndex]);
314  }
315  else if(nProng == 2) {
316  decorator(tau) = scoreTrans > (1-m_decorWPEffs2p[wpIndex]);
317  }
318  else {
319  decorator(tau) = scoreTrans > (1-m_decorWPEffs3p[wpIndex]);
320  }
321  }
322  }
323 
324  return StatusCode::SUCCESS;
325 }

◆ executePanTau()

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

Implements ITauToolBase.

Reimplemented in PanTau::PanTauProcessor.

Definition at line 197 of file TauRecToolBase.cxx.

197  {
198  ATH_MSG_ERROR("function not implemented");
199  return StatusCode::FAILURE;
200 }

◆ 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 175 of file TauRecToolBase.cxx.

177  {
178  ATH_MSG_ERROR("function not implemented");
179  return StatusCode::FAILURE;
180 }

◆ executePi0ClusterScaler()

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

Implements ITauToolBase.

Reimplemented in TauPi0ClusterScaler.

Definition at line 187 of file TauRecToolBase.cxx.

187  {
188  ATH_MSG_ERROR("function not implemented");
189  return StatusCode::FAILURE;
190 }

◆ executePi0CreateROI()

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

Implements ITauToolBase.

Reimplemented in TauPi0CreateROI.

Definition at line 149 of file TauRecToolBase.cxx.

149  {
150  ATH_MSG_ERROR("function not implemented");
151  return StatusCode::FAILURE;
152 }

◆ executePi0nPFO()

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

Implements ITauToolBase.

Reimplemented in TauPi0ScoreCalculator, and TauPi0Selector.

Definition at line 192 of file TauRecToolBase.cxx.

192  {
193  ATH_MSG_ERROR("function not implemented");
194  return StatusCode::FAILURE;
195 }

◆ executeShotFinder()

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

Implements ITauToolBase.

Reimplemented in TauShotFinder.

Definition at line 170 of file TauRecToolBase.cxx.

170  {
171  ATH_MSG_ERROR("function not implemented");
172  return StatusCode::FAILURE;
173 }

◆ executeTrackClassifier()

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

Implements ITauToolBase.

Reimplemented in tauRecTools::TauTrackRNNClassifier.

Definition at line 165 of file TauRecToolBase.cxx.

165  {
166  ATH_MSG_ERROR("function not implemented");
167  return StatusCode::FAILURE;
168 }

◆ executeTrackFinder()

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

Implements ITauToolBase.

Reimplemented in TauTrackFinder.

Definition at line 160 of file TauRecToolBase.cxx.

160  {
161  ATH_MSG_ERROR("function not implemented");
162  return StatusCode::FAILURE;
163 }

◆ executeVertexFinder()

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

Implements ITauToolBase.

Reimplemented in TauVertexFinder.

Definition at line 155 of file TauRecToolBase.cxx.

155  {
156  ATH_MSG_ERROR("function not implemented");
157  return StatusCode::FAILURE;
158 }

◆ executeVertexVariables()

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

Implements ITauToolBase.

Reimplemented in TauVertexVariables.

Definition at line 182 of file TauRecToolBase.cxx.

182  {
183  ATH_MSG_ERROR("function not implemented");
184  return StatusCode::FAILURE;
185 }

◆ 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 206 of file TauRecToolBase.cxx.

206  {
207  return StatusCode::SUCCESS;
208 }

◆ find_file()

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

Definition at line 19 of file TauRecToolBase.cxx.

19  {
20  std::string full_path;
21  //offline calib files are in GroupData
22  //online calib files are in release
24  if(full_path.empty()) full_path = PathResolverFindCalibFile(fname);
25  return full_path;
26 }

◆ 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.

◆ inAOD()

bool TauRecToolBase::inAOD ( ) const
inlineprotectedinherited

Definition at line 88 of file TauRecToolBase.h.

88 { return m_in_AOD; }

◆ inEleRM()

bool TauRecToolBase::inEleRM ( ) const
inlineprotectedinherited

Definition at line 89 of file TauRecToolBase.h.

89 { return m_in_EleRM; }

◆ initialize()

StatusCode TauWPDecorator::initialize ( )
overridevirtual

Initialization of this tool.

Reimplemented from TauRecToolBase.

Definition at line 132 of file TauWPDecorator.cxx.

132  {
133 
134  if (!m_tauContainerName.empty() && m_decorWPs.empty()) {
135  ATH_MSG_ERROR("TauContainerName is provided but DecorWPNames is empty");
136  return StatusCode::FAILURE;
137  }
138  for (size_t wpIndex=0; wpIndex < m_decorWPs.size(); ++wpIndex) {
139  m_charDecors.emplace_back(SG::AuxElement::Accessor<char>( m_decorWPs[wpIndex] ));
140  // temporarily need both accessor and decoration
141  if (!m_tauContainerName.empty()) {
142  m_decorHandleKeys.emplace_back(m_tauContainerName + "." + m_decorWPs[wpIndex]);
143  // add also decor handle for the trans score
145  }
146  }
147  ATH_CHECK( m_decorHandleKeys.initialize() );
148 
149  ATH_CHECK( m_aveIntPerXKey.initialize() );
150 
151  // 1p and 3p files must be provided
152  if (m_file1p.empty() || m_file3p.empty()) {
153  ATH_MSG_ERROR("1p/3p flattening file is not provided !");
154  return StatusCode::FAILURE;
155  }
156 
157  // 0p is for trigger only
158  if (!m_file0p.empty()) {
159  m_hists0p = std::make_shared<std::vector<m_pair_t>>();
162  }
163 
164  m_hists1p = std::make_shared<std::vector<m_pair_t>>();
167 
168  // 2p is optional
169  if (!m_file2p.empty()) {
170  m_hists2p = std::make_shared<std::vector<m_pair_t>>();
173  }
174 
175  m_hists3p = std::make_shared<std::vector<m_pair_t>>();
177  ATH_CHECK(storeLimits(3));
178 
179  return StatusCode::SUCCESS;
180 }

◆ 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 87 of file TauRecToolBase.h.

87 { return m_in_trigger; }

◆ 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.

◆ print()

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

◆ readConfig()

StatusCode TauRecToolBase::readConfig ( )
overridevirtualinherited

Implements ITauToolBase.

Definition at line 27 of file TauRecToolBase.cxx.

27  {
28  // Sanity check to see if property ConfigPath is declared for a tool. Might be
29  // removed once all tools are updated to have a config path declared.
30  // in athena getProperties returns std::vector<Gaudi::Details::PropertyBase*>
31  // in rc getProperties returns std::map<std::string,Property*>
32 #ifndef XAOD_STANDALONE
33  bool configPathDeclared = false;
34  for (Gaudi::Details::PropertyBase* property : getProperties())
35  {
36  if (property->name() == "ConfigPath")
37  {
38  configPathDeclared = true;
39  break;
40  }
41  }
42  if (!configPathDeclared)
43 #elif defined(XAOD_STANDALONE)
44  PropertyMgr::PropMap_t property_map = getPropertyMgr()->getProperties();
45  if (property_map.find("ConfigPath") == property_map.end())
46 #else
47 # error "What environment are we in?!?"
48 #endif // XAOD_STANDALONE
49  {
50  ATH_MSG_INFO("No config file path property declared yet, this is not recommended");
51  return StatusCode::SUCCESS;
52  }
53 
54  // get configured config path and load file via TEnv
55  const std::string* config_file_path_property;
56  // if (getProperty("ConfigPath", config_file_path).isFailure())
57  // return StatusCode::FAILURE;
58  config_file_path_property = getProperty<std::string>("ConfigPath");
59  std::string config_file_path = find_file(*config_file_path_property);
60  TEnv env;
61  env.ReadFile(PathResolverFindCalibFile(config_file_path).c_str(),kEnvAll);
62 
63  THashList* lList = env.GetTable();
64  for( Int_t i = 0; lList && i < lList->GetEntries(); ++i )
65  {
66  StatusCode sc;
67  // types of properties are handled differently as well
68 #ifndef XAOD_STANDALONE
69  // get type of variable with the entry name
70  const std::type_info* type = getProperty(lList->At( i )->GetName()).type_info();
71 
72  // search for type is needed by env.GetValue function (needs a variable of the correct type as 2nd argument)
73  if (*type == typeid(bool))
74  sc = this->setProperty(lList->At( i )->GetName(),
75  bool(env.GetValue(lList->At( i )->GetName(),bool(true))));
76  else if (*type == typeid(int))
77  sc = this->setProperty(lList->At( i )->GetName(),
78  env.GetValue(lList->At( i )->GetName(),int(0)));
79  else if (*type == typeid(float))
80  sc = this->setProperty(lList->At( i )->GetName(),
81  env.GetValue(lList->At( i )->GetName(),float(0)));
82  else if (*type == typeid(double))
83  sc = this->setProperty(lList->At( i )->GetName(),
84  env.GetValue(lList->At( i )->GetName(),double(0)));
85  else if (*type == typeid(std::string))
86  sc = this->setProperty(lList->At( i )->GetName(),
87  env.GetValue(lList->At( i )->GetName(),""));
88 #else
89  // get type of variable with the entry name
90  Property::Type type = getPropertyMgr()->getProperty(lList->At( i )->GetName())->type();
91 
92  if (type == Property::BOOL)
93  sc = this->setProperty(lList->At( i )->GetName(),
94  bool(env.GetValue(lList->At( i )->GetName(),bool(true))));
95  else if (type == Property::INT)
96  sc = this->setProperty(lList->At( i )->GetName(),
97  env.GetValue(lList->At( i )->GetName(),int(0)));
98  else if (type == Property::FLOAT)
99  sc = this->setProperty(lList->At( i )->GetName(),
100  env.GetValue(lList->At( i )->GetName(),float(0)));
101  else if (type == Property::DOUBLE)
102  sc = this->setProperty(lList->At( i )->GetName(),
103  env.GetValue(lList->At( i )->GetName(),double(0)));
104  else if (type == Property::STRING)
105  sc = this->setProperty(lList->At( i )->GetName(),
106  env.GetValue(lList->At( i )->GetName(),""));
107 #endif // XAOD_STANDALONE
108  else
109  {
110 #ifndef XAOD_STANDALONE
111  ATH_MSG_FATAL("there was a problem to find the correct type enum: "<<type->name());
112 #else
113  ATH_MSG_FATAL("there was a problem to find the correct type enum: "<<type);
114 #endif // XAOD_STANDALONE
115  return StatusCode::FAILURE;
116  }
117  if (!sc.isSuccess()) {
118  ATH_MSG_FATAL("failed to set property: " << lList->At( i )->GetName());
119  return StatusCode::FAILURE;
120  }
121  }
122  return StatusCode::SUCCESS;
123 }

◆ 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  }

◆ retrieveHistos()

StatusCode TauWPDecorator::retrieveHistos ( int  nProng)
private

Retrieve the histograms containing BDT/RNN score distributions as a function of dependent variables.

Parameters
nProngProng of the tau candidate

Definition at line 25 of file TauWPDecorator.cxx.

25  {
26  // Find and open file
27  std::string fileName;
28  std::shared_ptr<std::vector<m_pair_t>> histArray = nullptr;
29  if (nProng == 0) {
31  histArray = m_hists0p;
32  }
33  else if (nProng == 1) {
35  histArray = m_hists1p;
36  }
37  else if (nProng == 2) {
39  histArray = m_hists2p;
40  }
41  else if (nProng == 3) {
43  histArray = m_hists3p;
44  }
45  else {
46  ATH_MSG_ERROR("nProng " << nProng << " not supported.");
47  return StatusCode::FAILURE;
48  }
49 
50  std::string fullPath = find_file(fileName);
51  std::unique_ptr<TFile> file(TFile::Open(fullPath.c_str(), "READ"));
52 
53  if (!file || file->IsZombie()) {
54  ATH_MSG_FATAL("Could not open file " << fullPath.c_str());
55  return StatusCode::FAILURE;
56  }
57 
58  ATH_MSG_INFO("Loading working points [" << nProng << "-prong]: " << fullPath.c_str());
59 
60  // Iterate over working points
61  for (int i = 0; i < 100; ++i) {
62  // Retrieve histogram
63  TH2* graph = dynamic_cast<TH2*>(file->Get(Form("h2_%02d", i)));
64  if (!graph){
65  ATH_MSG_ERROR("Failed to retrieve Graph " << i << " named " << Form("h2_%02d", i));
66  return StatusCode::FAILURE;
67  }
68  graph->SetDirectory(nullptr);
69  std::shared_ptr<TH2> sharedGraph(graph);
70  histArray->push_back(m_pair_t(float(i)/100., std::move(sharedGraph)));
71  }
72 
73  file->Close();
74 
75  return StatusCode::SUCCESS;
76 }

◆ storeLimits()

StatusCode TauWPDecorator::storeLimits ( int  nProng)
private

Obtain the limit of the dependent variables.

Parameters
nProngProng of the tau candidate

Definition at line 79 of file TauWPDecorator.cxx.

79  {
80  std::shared_ptr<std::vector<m_pair_t>> histArray = nullptr;
81  if (nProng == 0) {
82  histArray = m_hists0p;
83  }
84  else if (nProng == 1) {
85  histArray = m_hists1p;
86  }
87  else if (nProng == 2) {
88  histArray = m_hists2p;
89  }
90  else if (nProng == 3) {
91  histArray = m_hists3p;
92  }
93  else {
94  ATH_MSG_ERROR("nProng " << nProng << " not supported.");
95  return StatusCode::FAILURE;
96  }
97 
98  std::shared_ptr<TH2> firstHist = histArray->at(0).second;
99  m_xMin[nProng] = firstHist->GetXaxis()->GetXmin();
100  m_xMax[nProng] = firstHist->GetXaxis()->GetBinCenter(firstHist->GetNbinsX());
101  m_yMin[nProng] = firstHist->GetYaxis()->GetXmin();
102  m_yMax[nProng] = firstHist->GetYaxis()->GetBinCenter(firstHist->GetNbinsY());
103 
104  // Check all the histograms have the same limits
105  for (size_t i = 1; i < histArray->size(); ++i) {
106  std::shared_ptr<TH2> hist = histArray->at(i).second;
107 
108  double xMin = hist->GetXaxis()->GetXmin();
109  double xMax = hist->GetXaxis()->GetBinCenter(firstHist->GetNbinsX());
110  double yMin = hist->GetYaxis()->GetXmin();
111  double yMax = hist->GetYaxis()->GetBinCenter(firstHist->GetNbinsY());
112 
113  if (std::abs(m_xMin[nProng] - xMin) > 1e-5 ||
114  std::abs(m_xMax[nProng] - xMax) > 1e-5 ||
115  std::abs(m_yMin[nProng] - yMin) > 1e-5 ||
116  std::abs(m_yMax[nProng] - yMax) > 1e-5) {
117  ATH_MSG_WARNING("The " << i << " th histogram has different limit");
118  }
119  }
120 
121  return StatusCode::SUCCESS;
122 }

◆ 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.

◆ transformScore()

double TauWPDecorator::transformScore ( double  score,
double  cutLow,
double  effLow,
double  cutHigh,
double  effHigh 
) const
private

Obtain the flattened score.

Parameters
scoreOriginal BDT/RNN score
cutLowLower score cut
effLowEfficiency of the lower cut
cutHighHigher score cut
effHighEfficiency of the higher cut

Definition at line 125 of file TauWPDecorator.cxx.

125  {
126  double efficiency = effLow + (score - cutLow)/(cutHigh - cutLow) * (effHigh - effLow);
127  double scoreTrans = 1.0 - efficiency;
128  return scoreTrans;
129 }

◆ 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_aveIntPerXKey

SG::ReadDecorHandleKey<xAOD::EventInfo> TauWPDecorator::m_aveIntPerXKey
private
Initial value:
{this,
"averageInteractionsPerCrossingKey",
"EventInfo.averageInteractionsPerCrossing",
"Decoration for Average Interaction Per Crossing"}

Definition at line 103 of file TauWPDecorator.h.

◆ m_charDecors

std::vector<SG::AuxElement::Accessor<char> > TauWPDecorator::m_charDecors
private

Definition at line 97 of file TauWPDecorator.h.

◆ m_decorHandleKeys

SG::WriteDecorHandleKeyArray<xAOD::TauJetContainer> TauWPDecorator::m_decorHandleKeys {this, "DecorHandleKeys",{},"Name of WPs to be decorated"}
private

Definition at line 101 of file TauWPDecorator.h.

◆ m_decorWPEffs0p

Gaudi::Property<std::vector<float> > TauWPDecorator::m_decorWPEffs0p {this, "DecorWPCutEffs0P", {}, "Efficiency of each WP to be docorated for 0-prong taus"}
private

Definition at line 91 of file TauWPDecorator.h.

◆ m_decorWPEffs1p

Gaudi::Property<std::vector<float> > TauWPDecorator::m_decorWPEffs1p {this, "DecorWPCutEffs1P", {}, "Efficiency of each WP to be docorated for 1-prong taus"}
private

Definition at line 92 of file TauWPDecorator.h.

◆ m_decorWPEffs2p

Gaudi::Property<std::vector<float> > TauWPDecorator::m_decorWPEffs2p {this, "DecorWPCutEffs2P", {}, "Efficiency of each WP to be docorated for 2-prong taus"}
private

Definition at line 93 of file TauWPDecorator.h.

◆ m_decorWPEffs3p

Gaudi::Property<std::vector<float> > TauWPDecorator::m_decorWPEffs3p {this, "DecorWPCutEffs3P", {}, "Efficiency of each WP to be docorated for 3-prong taus"}
private

Definition at line 94 of file TauWPDecorator.h.

◆ m_decorWPs

Gaudi::Property<std::vector<std::string> > TauWPDecorator::m_decorWPs {this, "DecorWPNames", {}, "Name of WPs"}
private

Definition at line 90 of file TauWPDecorator.h.

◆ m_defineWPs

Gaudi::Property<bool> TauWPDecorator::m_defineWPs {this, "DefineWPs", false, "Whether to decorate the WPs"}
private

Definition at line 78 of file TauWPDecorator.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_EDMWPEffs0p

Gaudi::Property<std::vector<float> > TauWPDecorator::m_EDMWPEffs0p {this, "SigEff0P", {}, "Efficiency of each WP in EDM for 0-prong taus"}
private

Definition at line 86 of file TauWPDecorator.h.

◆ m_EDMWPEffs1p

Gaudi::Property<std::vector<float> > TauWPDecorator::m_EDMWPEffs1p {this, "SigEff1P", {}, "Efficiency of each WP in EDM for 1-prong taus"}
private

Definition at line 87 of file TauWPDecorator.h.

◆ m_EDMWPEffs2p

Gaudi::Property<std::vector<float> > TauWPDecorator::m_EDMWPEffs2p {this, "SigEff2P", {}, "Efficiency of each WP in EDM for 2-prong taus"}
private

Definition at line 88 of file TauWPDecorator.h.

◆ m_EDMWPEffs3p

Gaudi::Property<std::vector<float> > TauWPDecorator::m_EDMWPEffs3p {this, "SigEff3P", {}, "Efficiency of each WP in EDM for 3-prong taus"}
private

Definition at line 89 of file TauWPDecorator.h.

◆ m_EDMWPs

Gaudi::Property<std::vector<int> > TauWPDecorator::m_EDMWPs {this, "CutEnumVals", {}, "Vector of WPs in the EDM"}
private

Definition at line 85 of file TauWPDecorator.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_file0p

Gaudi::Property<std::string> TauWPDecorator::m_file0p {this, "flatteningFile0Prong", "", "Calibration file name of 0-prong taus"}
private

Definition at line 81 of file TauWPDecorator.h.

◆ m_file1p

Gaudi::Property<std::string> TauWPDecorator::m_file1p {this, "flatteningFile1Prong", "", "Calibration file name of 1-prong taus"}
private

Definition at line 82 of file TauWPDecorator.h.

◆ m_file2p

Gaudi::Property<std::string> TauWPDecorator::m_file2p {this, "flatteningFile2Prong", "", "Calibration file name of 2-prong taus"}
private

Definition at line 83 of file TauWPDecorator.h.

◆ m_file3p

Gaudi::Property<std::string> TauWPDecorator::m_file3p {this, "flatteningFile3Prong", "", "Calibration file name of 3-prong taus"}
private

Definition at line 84 of file TauWPDecorator.h.

◆ m_hists0p

std::shared_ptr<std::vector<m_pair_t> > TauWPDecorator::m_hists0p
private

Efficiency and corresponding score distributions of 0-prong taus.

Definition at line 110 of file TauWPDecorator.h.

◆ m_hists1p

std::shared_ptr<std::vector<m_pair_t> > TauWPDecorator::m_hists1p
private

Efficiency and corresponding score distributions of 1-prong taus.

Definition at line 111 of file TauWPDecorator.h.

◆ m_hists2p

std::shared_ptr<std::vector<m_pair_t> > TauWPDecorator::m_hists2p
private

Efficiency and corresponding score distributions of 2-prong taus.

Definition at line 112 of file TauWPDecorator.h.

◆ m_hists3p

std::shared_ptr<std::vector<m_pair_t> > TauWPDecorator::m_hists3p
private

Efficiency and corresponding score distributions of 3-prong taus.

Definition at line 113 of file TauWPDecorator.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 77 of file TauRecToolBase.h.

◆ 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 78 of file TauRecToolBase.h.

◆ 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 76 of file TauRecToolBase.h.

◆ m_scoreName

Gaudi::Property<std::string> TauWPDecorator::m_scoreName {this, "ScoreName", "", "Name of the original score"}
private

Definition at line 79 of file TauWPDecorator.h.

◆ m_scoreNameTrans

Gaudi::Property<std::string> TauWPDecorator::m_scoreNameTrans {this, "NewScoreName", "", "Name of the transformed score"}
private

Definition at line 80 of file TauWPDecorator.h.

◆ m_tauContainerName

Gaudi::Property<std::string> TauWPDecorator::m_tauContainerName {this, "TauContainerName", "", "Name of TauJetContainer, must be set when using "}
private

Definition at line 100 of file TauWPDecorator.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 79 of file TauRecToolBase.h.

◆ m_useAbsEta

Gaudi::Property<bool> TauWPDecorator::m_useAbsEta {this, "UseAbsEta", false, "Whether we are flatterning electron veto WP"}
private

Definition at line 77 of file TauWPDecorator.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_xMax

std::map<int, double> TauWPDecorator::m_xMax
private

Map of n-prong and the maximum value of x variables.

Definition at line 117 of file TauWPDecorator.h.

◆ m_xMin

std::map<int, double> TauWPDecorator::m_xMin
private

Map of n-prong and the minimum value of x variables.

Definition at line 115 of file TauWPDecorator.h.

◆ m_yMax

std::map<int, double> TauWPDecorator::m_yMax
private

Map of n-prong and the maximum value of y variables.

Definition at line 118 of file TauWPDecorator.h.

◆ m_yMin

std::map<int, double> TauWPDecorator::m_yMin
private

Map of n-prong and the minimum value of y variables.

Definition at line 116 of file TauWPDecorator.h.


The documentation for this class was generated from the following files:
Property::BOOL
@ BOOL
Definition: Property.h:29
AllowedVariables::e
e
Definition: AsgElectronSelectorTool.cxx:37
Property::Type
Type
Property type enumeration.
Definition: Property.h:27
ATH_MSG_FATAL
#define ATH_MSG_FATAL(x)
Definition: AthMsgStreamMacros.h:34
TauWPDecorator::m_charDecors
std::vector< SG::AuxElement::Accessor< char > > m_charDecors
Definition: TauWPDecorator.h:97
TauWPDecorator::m_yMax
std::map< int, double > m_yMax
Map of n-prong and the maximum value of y variables.
Definition: TauWPDecorator.h:118
StateLessPT_NewConfig.proxy
proxy
Definition: StateLessPT_NewConfig.py:407
Property::STRING
@ STRING
Definition: Property.h:33
ATH_MSG_INFO
#define ATH_MSG_INFO(x)
Definition: AthMsgStreamMacros.h:31
TauWPDecorator::m_EDMWPEffs2p
Gaudi::Property< std::vector< float > > m_EDMWPEffs2p
Definition: TauWPDecorator.h:88
SG::Accessor< float >
TauWPDecorator::m_decorHandleKeys
SG::WriteDecorHandleKeyArray< xAOD::TauJetContainer > m_decorHandleKeys
Definition: TauWPDecorator.h:101
TauWPDecorator::m_decorWPs
Gaudi::Property< std::vector< std::string > > m_decorWPs
Definition: TauWPDecorator.h:90
max
constexpr double max()
Definition: ap_fixedTest.cxx:33
TauWPDecorator::m_EDMWPEffs3p
Gaudi::Property< std::vector< float > > m_EDMWPEffs3p
Definition: TauWPDecorator.h:89
plotmaker.hist
hist
Definition: plotmaker.py:148
min
constexpr double min()
Definition: ap_fixedTest.cxx:26
CscCalibQuery.fullPath
string fullPath
Definition: CscCalibQuery.py:359
xAOD::TauJet_v3::nTracks
size_t nTracks(TauJetParameters::TauTrackFlag flag=TauJetParameters::TauTrackFlag::classifiedCharged) const
Definition: TauJet_v3.cxx:488
AthCommonDataStore< AthCommonMsg< AlgTool > >::m_evtStore
StoreGateSvc_t m_evtStore
Pointer to StoreGate (event store by default)
Definition: AthCommonDataStore.h:390
AthCommonDataStore< AthCommonMsg< AlgTool > >::m_vhka
std::vector< SG::VarHandleKeyArray * > m_vhka
Definition: AthCommonDataStore.h:398
TauRecToolBase::m_tauRecToolsTag
Gaudi::Property< std::string > m_tauRecToolsTag
Definition: TauRecToolBase.h:79
TauWPDecorator::m_xMax
std::map< int, double > m_xMax
Map of n-prong and the maximum value of x variables.
Definition: TauWPDecorator.h:117
TauWPDecorator::transformScore
double transformScore(double score, double cutLow, double effLow, double cutHigh, double effHigh) const
Obtain the flattened score.
Definition: TauWPDecorator.cxx:125
asg::AsgTool::getProperty
const T * getProperty(const std::string &name) const
Get one of the tool's properties.
SG::ConstAccessor< float >
read_hist_ntuple.t
t
Definition: read_hist_ntuple.py:5
ATH_MSG_VERBOSE
#define ATH_MSG_VERBOSE(x)
Definition: AthMsgStreamMacros.h:28
dbg::ptr
void * ptr(T *p)
Definition: SGImplSvc.cxx:74
TauWPDecorator::m_decorWPEffs0p
Gaudi::Property< std::vector< float > > m_decorWPEffs0p
Definition: TauWPDecorator.h:91
TauWPDecorator::m_EDMWPEffs0p
Gaudi::Property< std::vector< float > > m_EDMWPEffs0p
Definition: TauWPDecorator.h:86
xAOD::TauJet_v3::setIsTau
void setIsTau(TauJetParameters::IsTauFlag flag, bool value)
Set Flag for tau acceptance based on predefined arbitrary criteria.
Definition: TauJet_v3.cxx:252
python.CaloAddPedShiftConfig.type
type
Definition: CaloAddPedShiftConfig.py:42
AthenaPoolTestRead.sc
sc
Definition: AthenaPoolTestRead.py:27
TauWPDecorator::m_hists1p
std::shared_ptr< std::vector< m_pair_t > > m_hists1p
Efficiency and corresponding score distributions of 1-prong taus.
Definition: TauWPDecorator.h:111
python.iconfTool.models.loaders.level
level
Definition: loaders.py:20
SG::VarHandleKeyArray::setOwner
virtual void setOwner(IDataHandleHolder *o)=0
IDTPMcnv.htype
htype
Definition: IDTPMcnv.py:29
Property::DOUBLE
@ DOUBLE
Definition: Property.h:32
TauWPDecorator::m_EDMWPs
Gaudi::Property< std::vector< int > > m_EDMWPs
Definition: TauWPDecorator.h:85
TauWPDecorator::m_decorWPEffs1p
Gaudi::Property< std::vector< float > > m_decorWPEffs1p
Definition: TauWPDecorator.h:92
xAOD::TauJet_v3::pt
virtual double pt() const
The transverse momentum ( ) of the particle.
AthCommonDataStore::declareGaudiProperty
Gaudi::Details::PropertyBase & declareGaudiProperty(Gaudi::Property< T, V, H > &hndl, const SG::VarHandleKeyType &)
specialization for handling Gaudi::Property<SG::VarHandleKey>
Definition: AthCommonDataStore.h:156
AthCommonDataStore< AthCommonMsg< AlgTool > >::evtStore
ServiceHandle< StoreGateSvc > & evtStore()
The standard StoreGateSvc (event store) Returns (kind of) a pointer to the StoreGateSvc.
Definition: AthCommonDataStore.h:85
TauWPDecorator::m_aveIntPerXKey
SG::ReadDecorHandleKey< xAOD::EventInfo > m_aveIntPerXKey
Definition: TauWPDecorator.h:103
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
TauWPDecorator::m_scoreName
Gaudi::Property< std::string > m_scoreName
Definition: TauWPDecorator.h:79
python.utils.AtlRunQueryDQUtils.p
p
Definition: AtlRunQueryDQUtils.py:209
AthCommonDataStore
Definition: AthCommonDataStore.h:52
ATH_MSG_ERROR
#define ATH_MSG_ERROR(x)
Definition: AthMsgStreamMacros.h:33
SG::ReadDecorHandle
Handle class for reading a decoration on an object.
Definition: StoreGate/StoreGate/ReadDecorHandle.h:94
lumiFormat.i
int i
Definition: lumiFormat.py:85
EL::StatusCode
::StatusCode StatusCode
StatusCode definition for legacy code.
Definition: PhysicsAnalysis/D3PDTools/EventLoop/EventLoop/StatusCode.h:22
ATH_MSG_DEBUG
#define ATH_MSG_DEBUG(x)
Definition: AthMsgStreamMacros.h:29
AthCommonDataStore::declareProperty
Gaudi::Details::PropertyBase & declareProperty(Gaudi::Property< T, V, H > &t)
Definition: AthCommonDataStore.h:145
TauWPDecorator::m_hists0p
std::shared_ptr< std::vector< m_pair_t > > m_hists0p
Efficiency and corresponding score distributions of 0-prong taus.
Definition: TauWPDecorator.h:110
TauWPDecorator::m_xMin
std::map< int, double > m_xMin
Map of n-prong and the minimum value of x variables.
Definition: TauWPDecorator.h:115
TauWPDecorator::storeLimits
StatusCode storeLimits(int nProng)
Obtain the limit of the dependent variables.
Definition: TauWPDecorator.cxx:79
CalibDbCompareRT.dummy
dummy
Definition: CalibDbCompareRT.py:59
TauWPDecorator::m_EDMWPEffs1p
Gaudi::Property< std::vector< float > > m_EDMWPEffs1p
Definition: TauWPDecorator.h:87
plotBeamSpotVert.cuts
string cuts
Definition: plotBeamSpotVert.py:92
file
TFile * file
Definition: tile_monitor.h:29
TauWPDecorator::m_hists2p
std::shared_ptr< std::vector< m_pair_t > > m_hists2p
Efficiency and corresponding score distributions of 2-prong taus.
Definition: TauWPDecorator.h:112
TauRecToolBase::m_in_AOD
Gaudi::Property< bool > m_in_AOD
Definition: TauRecToolBase.h:77
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
TauWPDecorator::m_file3p
Gaudi::Property< std::string > m_file3p
Definition: TauWPDecorator.h:84
AthCommonDataStore< AthCommonMsg< AlgTool > >::m_detStore
StoreGateSvc_t m_detStore
Pointer to StoreGate (detector store by default)
Definition: AthCommonDataStore.h:393
TauRecToolBase::TauRecToolBase
TauRecToolBase(const std::string &name)
Definition: TauRecToolBase.cxx:125
TauWPDecorator::m_file2p
Gaudi::Property< std::string > m_file2p
Definition: TauWPDecorator.h:83
TauWPDecorator::m_file0p
Gaudi::Property< std::string > m_file0p
Definition: TauWPDecorator.h:81
TauWPDecorator::m_file1p
Gaudi::Property< std::string > m_file1p
Definition: TauWPDecorator.h:82
TauWPDecorator::m_yMin
std::map< int, double > m_yMin
Map of n-prong and the minimum value of y variables.
Definition: TauWPDecorator.h:116
TauRecToolBase::m_in_trigger
Gaudi::Property< bool > m_in_trigger
Definition: TauRecToolBase.h:76
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
Property::INT
@ INT
Definition: Property.h:30
TauWPDecorator::m_useAbsEta
Gaudi::Property< bool > m_useAbsEta
Definition: TauWPDecorator.h:77
merge_scale_histograms.doc
string doc
Definition: merge_scale_histograms.py:9
name
std::string name
Definition: Control/AthContainers/Root/debug.cxx:240
Property::FLOAT
@ FLOAT
Definition: Property.h:31
TauWPDecorator::m_tauContainerName
Gaudi::Property< std::string > m_tauContainerName
Definition: TauWPDecorator.h:100
TauRecToolBase::find_file
std::string find_file(const std::string &fname) const
Definition: TauRecToolBase.cxx:19
PathResolverFindCalibFile
std::string PathResolverFindCalibFile(const std::string &logical_file_name)
Definition: PathResolver.cxx:283
xAOD::score
@ score
Definition: TrackingPrimitives.h:514
python.AthDsoLogger.fname
string fname
Definition: AthDsoLogger.py:66
a
TList * a
Definition: liststreamerinfos.cxx:10
h
ATH_MSG_WARNING
#define ATH_MSG_WARNING(x)
Definition: AthMsgStreamMacros.h:32
TauWPDecorator::m_scoreNameTrans
Gaudi::Property< std::string > m_scoreNameTrans
Definition: TauWPDecorator.h:80
AthCommonMsg< AlgTool >::msg
MsgStream & msg() const
Definition: AthCommonMsg.h:24
xAOD::TauJetParameters::IsTauFlag
IsTauFlag
Enum for IsTau flags.
Definition: TauDefs.h:116
SG::VarHandleBase::vhKey
SG::VarHandleKey & vhKey()
Return a non-const reference to the HandleKey.
Definition: StoreGate/src/VarHandleBase.cxx:629
python.Bindings.keys
keys
Definition: Control/AthenaPython/python/Bindings.py:801
TauWPDecorator::m_decorWPEffs3p
Gaudi::Property< std::vector< float > > m_decorWPEffs3p
Definition: TauWPDecorator.h:94
jobOptions.fileName
fileName
Definition: jobOptions.SuperChic_ALP2.py:39
TauWPDecorator::m_defineWPs
Gaudi::Property< bool > m_defineWPs
Definition: TauWPDecorator.h:78
python.DataFormatRates.env
env
Definition: DataFormatRates.py:32
SG::DataProxy
Definition: DataProxy.h:45
TauWPDecorator::m_hists3p
std::shared_ptr< std::vector< m_pair_t > > m_hists3p
Efficiency and corresponding score distributions of 3-prong taus.
Definition: TauWPDecorator.h:113
TauRecToolBase::m_in_EleRM
Gaudi::Property< bool > m_in_EleRM
Definition: TauRecToolBase.h:78
TauWPDecorator::retrieveHistos
StatusCode retrieveHistos(int nProng)
Retrieve the histograms containing BDT/RNN score distributions as a function of dependent variables.
Definition: TauWPDecorator.cxx:25
TauWPDecorator::m_decorWPEffs2p
Gaudi::Property< std::vector< float > > m_decorWPEffs2p
Definition: TauWPDecorator.h:93
fitman.k
k
Definition: fitman.py:528
TauWPDecorator::m_pair_t
std::pair< double, std::shared_ptr< TH2 > > m_pair_t
Definition: TauWPDecorator.h:108