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ATLAS Offline Software
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Tool to calculate tau identification score from .onnx inputs.
More...
#include <TauGNNEvaluator.h>
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| TauGNNEvaluator (const std::string &name="TauGNNEvaluator") |
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virtual | ~TauGNNEvaluator () |
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virtual StatusCode | initialize () override |
| Tool initializer. More...
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virtual StatusCode | execute (xAOD::TauJet &tau) const override |
| Execute - called for each tau candidate. More...
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const TauGNN * | get_gnn () const |
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StatusCode | get_tracks (const xAOD::TauJet &tau, std::vector< const xAOD::TauTrack * > &out) const |
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StatusCode | get_clusters (const xAOD::TauJet &tau, std::vector< xAOD::CaloVertexedTopoCluster > &out) const |
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virtual StatusCode | eventInitialize () override |
| Event initializer - called at the beginning of each event. More...
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virtual StatusCode | executePi0CreateROI (xAOD::TauJet &pTau, CaloConstCellContainer &caloCellContainer, boost::dynamic_bitset<> &map) const override |
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virtual StatusCode | executeVertexFinder (xAOD::TauJet &pTau, const xAOD::VertexContainer *vertexContainer=nullptr) const override |
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virtual StatusCode | executeTrackFinder (xAOD::TauJet &pTau, xAOD::TauTrackContainer &tauTrackContainer) const override |
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virtual StatusCode | executeTrackClassifier (xAOD::TauJet &pTau, xAOD::TauTrackContainer &tauTrackContainer) const override |
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virtual StatusCode | executeShotFinder (xAOD::TauJet &pTau, xAOD::CaloClusterContainer &shotClusterContainer, xAOD::PFOContainer &PFOContainer) const override |
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virtual StatusCode | executePi0ClusterCreator (xAOD::TauJet &pTau, xAOD::PFOContainer &neutralPFOContainer, xAOD::PFOContainer &hadronicPFOContainer, const xAOD::CaloClusterContainer &pCaloClusterContainer) const override |
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virtual StatusCode | executeVertexVariables (xAOD::TauJet &pTau, xAOD::VertexContainer &vertexContainer) const override |
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virtual StatusCode | executePi0ClusterScaler (xAOD::TauJet &pTau, xAOD::PFOContainer &neutralPFOContainer, xAOD::PFOContainer &chargedPFOContainer) const override |
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virtual StatusCode | executePi0nPFO (xAOD::TauJet &pTau, xAOD::PFOContainer &neutralPFOContainer) const override |
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virtual StatusCode | executePanTau (xAOD::TauJet &pTau, xAOD::ParticleContainer &particleContainer, xAOD::PFOContainer &neutralPFOContainer) const override |
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virtual StatusCode | eventFinalize () override |
| Event finalizer - called at the end of each event. More...
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virtual StatusCode | finalize () override |
| Finalizer. More...
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std::string | find_file (const std::string &fname) const |
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virtual StatusCode | readConfig () override |
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virtual void | print () const |
| Print the state of the tool. More...
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ServiceHandle< StoreGateSvc > & | evtStore () |
| The standard StoreGateSvc (event store) Returns (kind of) a pointer to the StoreGateSvc . More...
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const ServiceHandle< StoreGateSvc > & | evtStore () const |
| The standard StoreGateSvc (event store) Returns (kind of) a pointer to the StoreGateSvc . More...
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const ServiceHandle< StoreGateSvc > & | detStore () const |
| The standard StoreGateSvc/DetectorStore Returns (kind of) a pointer to the StoreGateSvc . More...
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virtual StatusCode | sysInitialize () override |
| Perform system initialization for an algorithm. More...
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virtual StatusCode | sysStart () override |
| Handle START transition. More...
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virtual std::vector< Gaudi::DataHandle * > | inputHandles () const override |
| Return this algorithm's input handles. More...
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virtual std::vector< Gaudi::DataHandle * > | outputHandles () const override |
| Return this algorithm's output handles. More...
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Gaudi::Details::PropertyBase & | declareProperty (Gaudi::Property< T > &t) |
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Gaudi::Details::PropertyBase * | declareProperty (const std::string &name, SG::VarHandleKey &hndl, const std::string &doc, const SG::VarHandleKeyType &) |
| Declare a new Gaudi property. More...
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Gaudi::Details::PropertyBase * | declareProperty (const std::string &name, SG::VarHandleBase &hndl, const std::string &doc, const SG::VarHandleType &) |
| Declare a new Gaudi property. More...
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Gaudi::Details::PropertyBase * | declareProperty (const std::string &name, SG::VarHandleKeyArray &hndArr, const std::string &doc, const SG::VarHandleKeyArrayType &) |
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Gaudi::Details::PropertyBase * | declareProperty (const std::string &name, T &property, const std::string &doc, const SG::NotHandleType &) |
| Declare a new Gaudi property. More...
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Gaudi::Details::PropertyBase * | declareProperty (const std::string &name, T &property, const std::string &doc="none") |
| Declare a new Gaudi property. More...
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void | updateVHKA (Gaudi::Details::PropertyBase &) |
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MsgStream & | msg () const |
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MsgStream & | msg (const MSG::Level lvl) const |
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bool | msgLvl (const MSG::Level lvl) const |
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Gaudi::Property< bool > | m_in_trigger {this, "inTrigger", false, "Indicate if the tool is running on trigger"} |
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Gaudi::Property< bool > | m_in_AOD {this, "inAOD", false, "Indicate if the tool is running on AOD"} |
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Gaudi::Property< bool > | m_in_EleRM {this, "inEleRM", false, "Indicate if the tool is running on EleRM routine"} |
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Gaudi::Property< std::string > | m_tauRecToolsTag {this, "calibFolder", "tauRecTools/R22_preprod", "CVMFS path to the tau calibration folder"} |
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Tool to calculate tau identification score from .onnx inputs.
The network configuration is supplied in .onnx format. Currently runs on a prongness-inclusive model Based off of TauJetRNNEvaluator.h format!
- Author
- N.M. Tamir
Definition at line 26 of file TauGNNEvaluator.h.
◆ StoreGateSvc_t
◆ TauGNNEvaluator()
TauGNNEvaluator::TauGNNEvaluator |
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const std::string & |
name = "TauGNNEvaluator" | ) |
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◆ ~TauGNNEvaluator()
TauGNNEvaluator::~TauGNNEvaluator |
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virtual |
◆ declareGaudiProperty() [1/4]
specialization for handling Gaudi::Property<SG::VarHandleKeyArray>
Definition at line 170 of file AthCommonDataStore.h.
175 hndl.documentation());
◆ declareGaudiProperty() [2/4]
specialization for handling Gaudi::Property<SG::VarHandleKey>
Definition at line 156 of file AthCommonDataStore.h.
161 hndl.documentation());
◆ declareGaudiProperty() [3/4]
specialization for handling Gaudi::Property<SG::VarHandleBase>
Definition at line 184 of file AthCommonDataStore.h.
189 hndl.documentation());
◆ declareGaudiProperty() [4/4]
◆ declareProperty() [1/6]
Declare a new Gaudi property.
- Parameters
-
name | Name of the property. |
hndl | Object holding the property value. |
doc | Documentation string for the property. |
This is the version for types that derive from SG::VarHandleBase
. The property value object is put on the input and output lists as appropriate; then we forward to the base class.
Definition at line 245 of file AthCommonDataStore.h.
250 this->declare(hndl.
vhKey());
251 hndl.
vhKey().setOwner(
this);
253 return PBASE::declareProperty(
name,hndl,
doc);
◆ declareProperty() [2/6]
Declare a new Gaudi property.
- Parameters
-
name | Name of the property. |
hndl | Object holding the property value. |
doc | Documentation string for the property. |
This is the version for types that derive from SG::VarHandleKey
. The property value object is put on the input and output lists as appropriate; then we forward to the base class.
Definition at line 221 of file AthCommonDataStore.h.
229 return PBASE::declareProperty(
name,hndl,
doc);
◆ declareProperty() [3/6]
◆ declareProperty() [4/6]
Declare a new Gaudi property.
- Parameters
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name | Name of the property. |
property | Object holding the property value. |
doc | Documentation string for the property. |
This is the generic version, for types that do not derive from SG::VarHandleKey
. It just forwards to the base class version of declareProperty
.
Definition at line 333 of file AthCommonDataStore.h.
338 return PBASE::declareProperty(
name, property,
doc);
◆ declareProperty() [5/6]
Declare a new Gaudi property.
- Parameters
-
name | Name of the property. |
property | Object holding the property value. |
doc | Documentation string for the property. |
This dispatches to either the generic declareProperty
or the one for VarHandle/Key/KeyArray.
Definition at line 352 of file AthCommonDataStore.h.
◆ declareProperty() [6/6]
◆ detStore()
◆ eventFinalize()
StatusCode TauRecToolBase::eventFinalize |
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overridevirtualinherited |
◆ eventInitialize()
StatusCode TauRecToolBase::eventInitialize |
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overridevirtualinherited |
◆ evtStore() [1/2]
◆ evtStore() [2/2]
◆ execute()
StatusCode TauGNNEvaluator::execute |
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xAOD::TauJet & |
pTau | ) |
const |
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overridevirtual |
Execute - called for each tau candidate.
Reimplemented from TauRecToolBase.
Definition at line 76 of file TauGNNEvaluator.cxx.
84 out_ptau(tau) = -1111.0f;
85 out_pjet(tau) = -1111.0f;
89 return StatusCode::SUCCESS;
94 std::vector<const xAOD::TauTrack *> tracks;
97 std::vector<xAOD::CaloVertexedTopoCluster>
clusters;
103 std::vector<const xAOD::TauTrack *> trackVec(tracks.begin(), tracks.begin()+numTracksMax);
106 auto [out_f, out_vc, out_vf] =
m_net->compute(tau, trackVec,
clusters);
111 for(
unsigned int i=0;
i<tracks.size();
i++){
112 if(
i<out_vc.at(
"track_class").size()){out_trkclass(*tracks.at(
i))=out_vc.at(
"track_class").at(
i);}
113 else{out_trkclass(*tracks.at(
i))=
'9';}
118 return StatusCode::SUCCESS;
◆ executePanTau()
◆ executePi0ClusterCreator()
◆ executePi0ClusterScaler()
◆ executePi0CreateROI()
◆ executePi0nPFO()
◆ executeShotFinder()
◆ executeTrackClassifier()
◆ executeTrackFinder()
◆ executeVertexFinder()
◆ executeVertexVariables()
◆ extraDeps_update_handler()
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 |
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overridevirtualinherited |
◆ find_file()
std::string TauRecToolBase::find_file |
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const std::string & |
fname | ) |
const |
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inherited |
◆ get_clusters()
Definition at line 155 of file TauGNNEvaluator.cxx.
160 TLorentzVector clusterP4 = vertexedCluster.p4();
163 clusters.push_back(vertexedCluster);
169 return lhs.
p4().Et() > rhs.p4().Et();
178 return StatusCode::SUCCESS;
◆ get_gnn()
◆ get_tracks()
Definition at line 126 of file TauGNNEvaluator.cxx.
127 std::vector<const xAOD::TauTrack*> tracks = tau.
allTracks();
135 while(
it != tracks.end()) {
137 it = tracks.erase(
it);
147 return lhs->
pt() > rhs->pt();
149 std::sort(tracks.begin(), tracks.end(), cmp_pt);
150 out = std::move(tracks);
152 return StatusCode::SUCCESS;
◆ getKey()
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
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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.
121 #ifdef XAOD_STANDALONE
127 return (
proxy ==
nullptr ? 0 :
proxy->sgkey() );
128 #endif // XAOD_STANDALONE
◆ getName()
const std::string & asg::AsgTool::getName |
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const void * |
ptr | ) |
const |
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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
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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.
108 #ifdef XAOD_STANDALONE
114 static const std::string
dummy =
"";
116 #endif // XAOD_STANDALONE
◆ getProperty()
template<class T >
const T* asg::AsgTool::getProperty |
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const std::string & |
name | ) |
const |
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inherited |
Get one of the tool's properties.
◆ inAOD()
bool TauRecToolBase::inAOD |
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const |
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inlineprotectedinherited |
◆ inEleRM()
bool TauRecToolBase::inEleRM |
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const |
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inlineprotectedinherited |
◆ initialize()
StatusCode TauGNNEvaluator::initialize |
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overridevirtual |
Tool initializer.
Reimplemented from TauRecToolBase.
Definition at line 40 of file TauGNNEvaluator.cxx.
43 std::string weightfile(
"");
48 if (weightfile.empty()) {
50 return StatusCode::FAILURE;
65 if (!weightfile.empty()) {
66 m_net = std::make_unique<TauGNN>(weightfile,
config);
69 return StatusCode::FAILURE;
73 return StatusCode::SUCCESS;
◆ inputHandles()
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 |
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const |
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inlineprotectedinherited |
◆ msg() [1/2]
◆ msg() [2/2]
◆ msg_level_name()
const std::string & asg::AsgTool::msg_level_name |
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const |
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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.
◆ msgLvl()
◆ outputHandles()
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 |
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const |
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virtualinherited |
Print the state of the tool.
Implements asg::IAsgTool.
Reimplemented in JetRecTool, JetFinder, JetModifiedMassDrop, JetFromPseudojet, JetReclusterer, JetReclusteringTool, JetTruthLabelingTool, JetPileupLabelingTool, HI::HIPileupTool, JetDumper, JetBottomUpSoftDrop, JetRecursiveSoftDrop, JetSoftDrop, JetConstituentsRetriever, JetSubStructureMomentToolsBase, JetSplitter, JetToolRunner, JetPruner, JetPseudojetRetriever, JetTrimmer, AsgHelloTool, and KtDeltaRTool.
Definition at line 131 of file AsgTool.cxx.
◆ readConfig()
StatusCode TauRecToolBase::readConfig |
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overridevirtualinherited |
Implements ITauToolBase.
Definition at line 27 of file TauRecToolBase.cxx.
32 #ifndef XAOD_STANDALONE
33 bool configPathDeclared =
false;
34 for (Gaudi::Details::PropertyBase* property : getProperties())
36 if (property->name() ==
"ConfigPath")
38 configPathDeclared =
true;
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())
47 # error "What environment are we in?!?"
48 #endif // XAOD_STANDALONE
50 ATH_MSG_INFO(
"No config file path property declared yet, this is not recommended");
51 return StatusCode::SUCCESS;
55 const std::string* config_file_path_property;
58 config_file_path_property = getProperty<std::string>(
"ConfigPath");
59 std::string config_file_path =
find_file(*config_file_path_property);
63 THashList* lList =
env.GetTable();
64 for( Int_t
i = 0; lList &&
i < lList->GetEntries(); ++
i )
68 #ifndef XAOD_STANDALONE
70 const std::type_info*
type =
getProperty(lList->At(
i )->GetName()).type_info();
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(),
""));
93 sc = this->setProperty(lList->At(
i )->GetName(),
94 bool(
env.GetValue(lList->At(
i )->GetName(),
bool(
true))));
96 sc = this->setProperty(lList->At(
i )->GetName(),
97 env.GetValue(lList->At(
i )->GetName(),
int(0)));
99 sc = this->setProperty(lList->At(
i )->GetName(),
100 env.GetValue(lList->At(
i )->GetName(),
float(0)));
102 sc = this->setProperty(lList->At(
i )->GetName(),
103 env.GetValue(lList->At(
i )->GetName(),
double(0)));
105 sc = this->setProperty(lList->At(
i )->GetName(),
106 env.GetValue(lList->At(
i )->GetName(),
""));
107 #endif // XAOD_STANDALONE
110 #ifndef XAOD_STANDALONE
111 ATH_MSG_FATAL(
"there was a problem to find the correct type enum: "<<
type->name());
114 #endif // XAOD_STANDALONE
115 return StatusCode::FAILURE;
117 if (!
sc.isSuccess()) {
118 ATH_MSG_FATAL(
"failed to set property: " << lList->At(
i )->GetName());
119 return StatusCode::FAILURE;
122 return StatusCode::SUCCESS;
◆ renounce()
◆ renounceArray()
◆ sysInitialize()
◆ sysStart()
Handle START transition.
We override this in order to make sure that conditions handle keys can cache a pointer to the conditions container.
◆ updateVHKA()
◆ m_decorateTracks
bool TauGNNEvaluator::m_decorateTracks |
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private |
◆ m_detStore
◆ m_doTrackClassification
bool TauGNNEvaluator::m_doTrackClassification |
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private |
◆ m_doVertexCorrection
bool TauGNNEvaluator::m_doVertexCorrection |
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private |
◆ m_evtStore
◆ m_in_AOD
Gaudi::Property<bool> TauRecToolBase::m_in_AOD {this, "inAOD", false, "Indicate if the tool is running on AOD"} |
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protectedinherited |
◆ m_in_EleRM
Gaudi::Property<bool> TauRecToolBase::m_in_EleRM {this, "inEleRM", false, "Indicate if the tool is running on EleRM routine"} |
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protectedinherited |
◆ m_in_trigger
Gaudi::Property<bool> TauRecToolBase::m_in_trigger {this, "inTrigger", false, "Indicate if the tool is running on trigger"} |
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protectedinherited |
◆ m_input_layer_clusters
std::string TauGNNEvaluator::m_input_layer_clusters |
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private |
◆ m_input_layer_scalar
std::string TauGNNEvaluator::m_input_layer_scalar |
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private |
◆ m_input_layer_tracks
std::string TauGNNEvaluator::m_input_layer_tracks |
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private |
◆ m_max_cluster_dr
float TauGNNEvaluator::m_max_cluster_dr |
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private |
◆ m_max_clusters
int TauGNNEvaluator::m_max_clusters |
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private |
◆ m_max_tracks
int TauGNNEvaluator::m_max_tracks |
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private |
◆ m_minTauPt
float TauGNNEvaluator::m_minTauPt |
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private |
◆ m_net
std::unique_ptr<TauGNN> TauGNNEvaluator::m_net |
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private |
◆ m_outnode_jet
std::string TauGNNEvaluator::m_outnode_jet |
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private |
◆ m_outnode_tau
std::string TauGNNEvaluator::m_outnode_tau |
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private |
◆ m_output_pjet
std::string TauGNNEvaluator::m_output_pjet |
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private |
◆ m_output_ptau
std::string TauGNNEvaluator::m_output_ptau |
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private |
◆ m_output_varname
std::string TauGNNEvaluator::m_output_varname |
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private |
◆ m_tauRecToolsTag
Gaudi::Property<std::string> TauRecToolBase::m_tauRecToolsTag {this, "calibFolder", "tauRecTools/R22_preprod", "CVMFS path to the tau calibration folder"} |
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protectedinherited |
◆ m_varHandleArraysDeclared
◆ m_vhka
◆ m_weightfile
std::string TauGNNEvaluator::m_weightfile |
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private |
The documentation for this class was generated from the following files:
JetConstituentVector::iterator iterator
Type
Property type enumeration.
virtual FourMom_t p4() const final
The full 4-momentum of the particle.
std::unique_ptr< TauGNN > m_net
std::string m_input_layer_scalar
bool m_doTrackClassification
Helper class to provide type-safe access to aux data.
Gaudi::Details::PropertyBase & declareProperty(Gaudi::Property< T > &t)
StatusCode get_tracks(const xAOD::TauJet &tau, std::vector< const xAOD::TauTrack * > &out) const
StoreGateSvc_t m_evtStore
Pointer to StoreGate (event store by default)
std::vector< SG::VarHandleKeyArray * > m_vhka
std::string m_input_layer_tracks
std::string m_input_layer_clusters
std::string m_outnode_tau
std::string m_output_ptau
virtual void setOwner(IDataHandleHolder *o)=0
ServiceHandle< StoreGateSvc > & evtStore()
The standard StoreGateSvc (event store) Returns (kind of) a pointer to the StoreGateSvc.
Helper class to provide type-safe access to aux data.
std::string m_output_pjet
::StatusCode StatusCode
StatusCode definition for legacy code.
const std::string & name(Level lvl)
Convenience function for translating message levels to strings.
StoreGateSvc_t m_detStore
Pointer to StoreGate (detector store by default)
virtual void renounce()=0
std::conditional< std::is_base_of< SG::VarHandleKeyArray, T >::value, VarHandleKeyArrayType, type2 >::type type
virtual double pt() const
The transverse momentum ( ) of the particle.
std::vector< xAOD::CaloVertexedTopoCluster > vertexedClusters() const
std::string PathResolverFindCalibFile(const std::string &logical_file_name)
std::string m_output_varname
bool m_doVertexCorrection
void sort(typename std::reverse_iterator< DataModel_detail::iterator< DVL > > beg, typename std::reverse_iterator< DataModel_detail::iterator< DVL > > end, const Compare &comp)
Specialization of sort for DataVector/List.
std::string m_outnode_jet
std::vector< std::string > config
SG::VarHandleKey & vhKey()
Return a non-const reference to the HandleKey.
Evaluate cluster kinematics with a different vertex / signal state.
Gaudi::Details::PropertyBase & declareGaudiProperty(Gaudi::Property< T > &hndl, const SG::VarHandleKeyType &)
specialization for handling Gaudi::Property<SG::VarHandleKey>
StatusCode get_clusters(const xAOD::TauJet &tau, std::vector< xAOD::CaloVertexedTopoCluster > &out) const
std::vector< const TauTrack * > allTracks() const
Get the v<const pointer> to all tracks associated with this tau, regardless of classification.