#include <RNNTool.h>

Inheritance diagram for Prompt::RNNTool:

Collaboration diagram for Prompt::RNNTool:

Public Member Functions
	RNNTool (const std::string &name, const std::string &type, const IInterface *parent)
virtual StatusCode	initialize () override
virtual std::map< std::string, double >	computeRNNOutput (const std::vector< Prompt::VarHolder > &tracks) override
virtual std::set< std::string >	getOutputLabels () const override
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

Static Public Member Functions
static const InterfaceID &	interfaceID ()

Protected Member Functions
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.

Private Types
typedef ServiceHandle< StoreGateSvc >	StoreGateSvc_t

Private Member Functions
void	AddVariable (const std::vector< Prompt::VarHolder > &tracks, unsigned var, std::vector< double > &values)
Gaudi::Details::PropertyBase &	declareGaudiProperty (Gaudi::Property< T, V, H > &hndl, const SG::VarHandleKeyType &)
	specialization for handling Gaudi::Property<SG::VarHandleKey>

Private Attributes
std::string	m_configPathRNN
std::string	m_configRNNVersion
std::string	m_configRNNJsonFile
std::string	m_inputSequenceName
unsigned	m_inputSequenceSize
std::set< std::string >	m_outputLabels
std::unique_ptr< lwt::LightweightGraph >	m_graph
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 39 of file RNNTool.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

◆ RNNTool()

Prompt::RNNTool::RNNTool	(	const std::string &	name,
		const std::string &	type,
		const IInterface *	parent )

Definition at line 19 of file RNNTool.cxx.

                                                                                            :
  AthAlgTool(name, type, parent)
{
  declareInterface<Prompt::IRNNTool>(this);
 
  declareProperty("configPathRNN",     m_configPathRNN,                    "Path of the local RNN json file you want o study/test, it will override the PathResolverFindCalibFile file");
  declareProperty("configRNNVersion",  m_configRNNVersion,                 "RNN version in cvmfs");
  declareProperty("configRNNJsonFile", m_configRNNJsonFile,                "Name of the RNN json file in cvmfs");
 
  declareProperty("inputSequenceName", m_inputSequenceName = "Trk_inputs", "Prefix of the variables used in the RNN json file");
  declareProperty("inputSequenceSize", m_inputSequenceSize = 5,            "Number of tracks used in the RNN");
}

Member Function Documentation

◆ AddVariable()

void Prompt::RNNTool::AddVariable	(	const std::vector< Prompt::VarHolder > &	tracks,
		unsigned	var,
		std::vector< double > &	values )

private

Definition at line 142 of file RNNTool.cxx.

{
  //
  // Read values
  //
  const unsigned nvar = std::min<unsigned>(tracks.size(), m_inputSequenceSize);
 
  for(unsigned i = 0; i < nvar; ++i) {
    double value = 0.0;
 
    if(i < tracks.size()) {
      const Prompt::VarHolder &track = tracks.at(i);
 
      if(!track.getVar(var, value)) {
        ATH_MSG_WARNING("RNNTool::AddVariable - missing variable");
      }
    }
 
    values.push_back(value);
  }
}

◆ computeRNNOutput()

std::map< std::string, double > Prompt::RNNTool::computeRNNOutput ( const std::vector< Prompt::VarHolder > & tracks )

overridevirtual

Implements Prompt::IRNNTool.

Definition at line 97 of file RNNTool.cxx.

{
  lwt::ValueMap values;
 
  lwt::LightweightGraph::NodeMap nodes;
  lwt::LightweightGraph::SeqNodeMap seqs;
 
  lwt::VectorMap &vmap = seqs[m_inputSequenceName];
 
  AddVariable(tracks, Def::NumberOfPIXHits,       vmap["m_cone_tracks_numberOfPixelHits"]);
  AddVariable(tracks, Def::NumberOfSCTHits,       vmap["m_cone_tracks_numberOfSCTHits"]);
  AddVariable(tracks, Def::Z0Sin,                 vmap["m_cone_tracks_Z0Sin"]);
  AddVariable(tracks, Def::D0Sig,                 vmap["m_cone_tracks_D0Sig"]);
  AddVariable(tracks, Def::TrackJetDR,            vmap["m_cone_tracks_DRTrackJet"]);
  AddVariable(tracks, Def::TrackPtOverTrackJetPt, vmap["m_cone_tracks_PtRelOverTrackJetPt"]);
 
  if(vmap.size() != 6) {
    ATH_MSG_WARNING("RNNTool::computeRNNOutput - incomplete variables: return empty result");
    return lwt::ValueMap();
  }
 
  unsigned nwid = 0;
 
  for(const lwt::VectorMap::value_type &v: vmap) {
    nwid = std::max<unsigned>(v.first.size(), nwid);
  }
 
  for(const lwt::VectorMap::value_type &v: vmap) {
    ATH_MSG_DEBUG(std::setw(nwid+1) << std::left << v.first << " ");
 
    for(const double d: v.second) {
      ATH_MSG_DEBUG(d << ", ");
    }
  }
 
  lwt::ValueMap result = m_graph->compute(nodes, seqs);
 
  for(const lwt::ValueMap::value_type &v: result) {
    ATH_MSG_DEBUG(v.first << " score=" << std::setprecision(10) << v.second);
  }
 
  return result;
}

◆ 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

◆ 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

◆ 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

◆ getOutputLabels()

virtual std::set< std::string > Prompt::RNNTool::getOutputLabels ( ) const

inlineoverridevirtual

Implements Prompt::IRNNTool.

Definition at line 60 of file RNNTool.h.

60{ return m_outputLabels; }

Prompt::RNNTool::m_outputLabels

std::set< std::string > m_outputLabels

Definition RNNTool.h:77

◆ initialize()

StatusCode Prompt::RNNTool::initialize ( )

overridevirtual

Implements Prompt::IRNNTool.

Definition at line 33 of file RNNTool.cxx.

{
  //
  // Get path to xml training file
  //
  std::string fullPathToFile;
 
  if(!m_configPathRNN.empty()) {
    ATH_MSG_INFO("Override PathResolver to this path: " << m_configPathRNN);
    fullPathToFile = m_configPathRNN;
  }
  else {
    fullPathToFile = PathResolverFindCalibFile("JetTagNonPromptLepton/"
                                               + m_configRNNVersion + "/"
                                               + m_configRNNJsonFile);
  }
 
  ATH_MSG_INFO("initialize RNNTool - ConfigPathRNN: \"" << fullPathToFile);
 
  //
  // Configure RNN
  //
  std::ifstream input_stream(fullPathToFile);
 
  lwt::GraphConfig graph_config = lwt::parse_json_graph(input_stream);
 
  m_graph = std::make_unique<lwt::LightweightGraph>(graph_config);
 
  for(const auto &o: graph_config.outputs) {
    ATH_MSG_DEBUG("  output name: " << o.first << ", node_index=" << o.second.node_index);
 
    for(const auto &l: o.second.labels) {
      ATH_MSG_DEBUG("      label=" << l);
 
      if(!m_outputLabels.insert(l).second) {
        ATH_MSG_WARNING("Duplicate output label=\"" << l << "\"");
      }
    }
  }
 
  ATH_MSG_DEBUG("Number of input sequences: " << graph_config.input_sequences.size());
 
  for(const auto &n: graph_config.input_sequences) {
    ATH_MSG_DEBUG("  sequence name=" << n.name);
 
    for(const lwt::Input &v: n.variables) {
      ATH_MSG_DEBUG("    variable=" << v.name);
    }
  }
 
  ATH_MSG_DEBUG("Number of inputs: " << graph_config.inputs.size());
 
  for(const auto &n: graph_config.inputs) {
    ATH_MSG_DEBUG("  input name=" << n.name);
 
    for(const lwt::Input &v: n.variables) {
      ATH_MSG_DEBUG("    variable=" << v.name);
    }
  }
 
  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.

◆ interfaceID()

const InterfaceID & Prompt::IRNNTool::interfaceID ( )

inlinestaticinherited

Definition at line 44 of file IRNNTool.h.

44{ return IID_IRNNTool; }

Prompt::IID_IRNNTool

static const InterfaceID IID_IRNNTool("Prompt::IRNNTool", 1, 0)

◆ msg()

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

inlineinherited

Definition at line 24 of file AthCommonMsg.h.

                                {
    return this->msgStream();
  }

◆ 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.

◆ 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 >, AthCheckedComponent<::AthAlgTool >, and DerivationFramework::CfAthAlgTool.

◆ 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_configPathRNN

std::string Prompt::RNNTool::m_configPathRNN

private

Definition at line 70 of file RNNTool.h.

◆ m_configRNNJsonFile

std::string Prompt::RNNTool::m_configRNNJsonFile

private

Definition at line 72 of file RNNTool.h.

◆ m_configRNNVersion

std::string Prompt::RNNTool::m_configRNNVersion

private

Definition at line 71 of file RNNTool.h.

◆ m_detStore

StoreGateSvc_t AthCommonDataStore< AthCommonMsg< AlgTool > >::m_detStore

privateinherited

Pointer to StoreGate (detector store by default)

Definition at line 393 of file AthCommonDataStore.h.

◆ m_evtStore

StoreGateSvc_t AthCommonDataStore< AthCommonMsg< AlgTool > >::m_evtStore

privateinherited

Pointer to StoreGate (event store by default)

Definition at line 390 of file AthCommonDataStore.h.

◆ m_graph

std::unique_ptr<lwt::LightweightGraph> Prompt::RNNTool::m_graph

private

Definition at line 79 of file RNNTool.h.

◆ m_inputSequenceName

std::string Prompt::RNNTool::m_inputSequenceName

private

Definition at line 74 of file RNNTool.h.

◆ m_inputSequenceSize

unsigned Prompt::RNNTool::m_inputSequenceSize

private

Definition at line 75 of file RNNTool.h.

◆ m_outputLabels

std::set<std::string> Prompt::RNNTool::m_outputLabels

private

Definition at line 77 of file RNNTool.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.

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

Public Member Functions

Static Public Member Functions

Protected Member Functions

Private Types

Private Member Functions

Private Attributes

Detailed Description

Member Typedef Documentation

◆ StoreGateSvc_t

Constructor & Destructor Documentation

◆ RNNTool()

Member Function Documentation

◆ AddVariable()

◆ computeRNNOutput()

◆ declareGaudiProperty()

◆ declareProperty()

◆ detStore()

◆ evtStore()

◆ extraDeps_update_handler()

◆ getOutputLabels()

◆ initialize()

◆ inputHandles()

◆ interfaceID()

◆ msg()

◆ msgLvl()

◆ outputHandles()

◆ renounce()

◆ renounceArray()

◆ sysInitialize()

◆ sysStart()

◆ updateVHKA()

Member Data Documentation

◆ m_configPathRNN

◆ m_configRNNJsonFile

◆ m_configRNNVersion

◆ m_detStore

◆ m_evtStore

◆ m_graph

◆ m_inputSequenceName

◆ m_inputSequenceSize

◆ m_outputLabels

◆ m_varHandleArraysDeclared

◆ m_vhka