Inheritance diagram for PhotonXGBoostProducer:

Public Member Functions
	PhotonXGBoostProducer (edm::ParameterSet const &)

	~PhotonXGBoostProducer ()=default

Public Member Functions inherited from edm::global::EDProducer<>
	EDProducer ()=default

	EDProducer (const EDProducer &)=delete

bool	hasAbilityToProduceInBeginLumis () const final

bool	hasAbilityToProduceInBeginProcessBlocks () const final

bool	hasAbilityToProduceInBeginRuns () const final

bool	hasAbilityToProduceInEndLumis () const final

bool	hasAbilityToProduceInEndProcessBlocks () const final

bool	hasAbilityToProduceInEndRuns () const final

EDProducer &	operator= (const EDProducer &)=delete

bool	wantsGlobalLuminosityBlocks () const final

bool	wantsGlobalRuns () const final

bool	wantsInputProcessBlocks () const final

bool	wantsProcessBlocks () const final

bool	wantsStreamLuminosityBlocks () const final

bool	wantsStreamRuns () const final

Public Member Functions inherited from edm::global::EDProducerBase
	EDProducerBase ()

ModuleDescription const &	moduleDescription () const

	~EDProducerBase () override

Public Member Functions inherited from edm::ProducerBase
void	callWhenNewProductsRegistered (std::function< void(BranchDescription const &)> const &func)

std::vector< edm::ProductResolverIndex > const &	indiciesForPutProducts (BranchType iBranchType) const

	ProducerBase ()

std::vector< edm::ProductResolverIndex > const &	putTokenIndexToProductResolverIndex () const

std::vector< bool > const &	recordProvenanceList () const

void	registerProducts (ProducerBase , ProductRegistry , ModuleDescription const &)

std::function< void(BranchDescription const &)>	registrationCallback () const
	used by the fwk to register list of products More...

void	resolvePutIndicies (BranchType iBranchType, ModuleToResolverIndicies const &iIndicies, std::string const &moduleLabel)

TypeLabelList const &	typeLabelList () const
	used by the fwk to register the list of products of this module More...

	~ProducerBase () noexcept(false) override

Public Member Functions inherited from edm::EDConsumerBase
std::vector< ConsumesInfo >	consumesInfo () const

void	convertCurrentProcessAlias (std::string const &processName)
	Convert "@currentProcess" in InputTag process names to the actual current process name. More...

	EDConsumerBase ()

	EDConsumerBase (EDConsumerBase const &)=delete

	EDConsumerBase (EDConsumerBase &&)=default

ESResolverIndex const *	esGetTokenIndices (edm::Transition iTrans) const

std::vector< ESResolverIndex > const &	esGetTokenIndicesVector (edm::Transition iTrans) const

std::vector< ESRecordIndex > const &	esGetTokenRecordIndicesVector (edm::Transition iTrans) const

ProductResolverIndexAndSkipBit	indexFrom (EDGetToken, BranchType, TypeID const &) const

void	itemsMayGet (BranchType, std::vector< ProductResolverIndexAndSkipBit > &) const

void	itemsToGet (BranchType, std::vector< ProductResolverIndexAndSkipBit > &) const

std::vector< ProductResolverIndexAndSkipBit > const &	itemsToGetFrom (BranchType iType) const

void	labelsForToken (EDGetToken iToken, Labels &oLabels) const

void	modulesWhoseProductsAreConsumed (std::array< std::vector< ModuleDescription const > , NumBranchTypes > &modulesAll, std::vector< ModuleProcessName > &modulesInPreviousProcesses, ProductRegistry const &preg, std::map< std::string, ModuleDescription const *> const &labelsToDesc, std::string const &processName) const

EDConsumerBase const &	operator= (EDConsumerBase const &)=delete

EDConsumerBase &	operator= (EDConsumerBase &&)=default

bool	registeredToConsume (ProductResolverIndex, bool, BranchType) const

void	selectInputProcessBlocks (ProductRegistry const &productRegistry, ProcessBlockHelperBase const &processBlockHelperBase)

ProductResolverIndexAndSkipBit	uncheckedIndexFrom (EDGetToken) const

void	updateLookup (BranchType iBranchType, ProductResolverIndexHelper const &, bool iPrefetchMayGet)

void	updateLookup (eventsetup::ESRecordsToProductResolverIndices const &)

virtual	~EDConsumerBase () noexcept(false)

Static Public Member Functions
static void	fillDescriptions (edm::ConfigurationDescriptions &descriptions)

Static Public Member Functions inherited from edm::global::EDProducerBase
static const std::string &	baseType ()

static void	fillDescriptions (ConfigurationDescriptions &descriptions)

static void	prevalidate (ConfigurationDescriptions &descriptions)

Private Member Functions
void	produce (edm::StreamID, edm::Event &, edm::EventSetup const &) const override

Private Attributes
const edm::EDGetTokenT< reco::RecoEcalCandidateCollection >	candToken_

std::unique_ptr< PhotonXGBoostEstimator >	mvaEstimatorB_

std::unique_ptr< PhotonXGBoostEstimator >	mvaEstimatorE_

const edm::FileInPath	mvaFileXgbB_

const edm::FileInPath	mvaFileXgbE_

const unsigned	mvaNTreeLimitB_

const unsigned	mvaNTreeLimitE_

const double	mvaThresholdEt_

const edm::EDGetTokenT< reco::RecoEcalCandidateIsolationMap >	tokenE2x2_

const edm::EDGetTokenT< reco::RecoEcalCandidateIsolationMap >	tokenHoE_

const edm::EDGetTokenT< reco::RecoEcalCandidateIsolationMap >	tokenIso_

const edm::EDGetTokenT< reco::RecoEcalCandidateIsolationMap >	tokenR9_

const edm::EDGetTokenT< reco::RecoEcalCandidateIsolationMap >	tokenSigmaiEtaiEta_

Additional Inherited Members
Public Types inherited from edm::global::EDProducerBase
typedef EDProducerBase	ModuleType

Public Types inherited from edm::ProducerBase
template<typename T >
using	BranchAliasSetterT = ProductRegistryHelper::BranchAliasSetterT< T >

using	ModuleToResolverIndicies = std::unordered_multimap< std::string, std::tuple< edm::TypeID const , const char , edm::ProductResolverIndex > >

typedef ProductRegistryHelper::TypeLabelList	TypeLabelList

Public Types inherited from edm::EDConsumerBase
typedef ProductLabels	Labels

Protected Member Functions inherited from edm::ProducerBase
template<Transition Tr = Transition::Event>
auto	produces (std::string instanceName) noexcept
	declare what type of product will make and with which optional label More...

template<Transition B>
BranchAliasSetter	produces (const TypeID &id, std::string instanceName=std::string(), bool recordProvenance=true)

template<BranchType B>
BranchAliasSetter	produces (const TypeID &id, std::string instanceName=std::string(), bool recordProvenance=true)

BranchAliasSetter	produces (const TypeID &id, std::string instanceName=std::string(), bool recordProvenance=true)

template<typename ProductType , Transition B>
BranchAliasSetterT< ProductType >	produces (std::string instanceName)

template<class ProductType >
BranchAliasSetterT< ProductType >	produces ()

template<typename ProductType , BranchType B>
BranchAliasSetterT< ProductType >	produces (std::string instanceName)

template<typename ProductType , BranchType B>
BranchAliasSetterT< ProductType >	produces ()

template<class ProductType >
BranchAliasSetterT< ProductType >	produces (std::string instanceName)

template<typename ProductType , Transition B>
BranchAliasSetterT< ProductType >	produces ()

template<Transition Tr = Transition::Event>
auto	produces () noexcept

ProducesCollector	producesCollector ()

Protected Member Functions inherited from edm::EDConsumerBase
template<typename ProductType , BranchType B = InEvent>
EDGetTokenT< ProductType >	consumes (edm::InputTag const &tag)

template<BranchType B = InEvent>
EDConsumerBaseAdaptor< B >	consumes (edm::InputTag tag) noexcept

EDGetToken	consumes (const TypeToGet &id, edm::InputTag const &tag)

template<BranchType B>
EDGetToken	consumes (TypeToGet const &id, edm::InputTag const &tag)

ConsumesCollector	consumesCollector ()
	Use a ConsumesCollector to gather consumes information from helper functions. More...

template<typename ESProduct , typename ESRecord , Transition Tr = Transition::Event>
auto	esConsumes ()

template<typename ESProduct , typename ESRecord , Transition Tr = Transition::Event>
auto	esConsumes (ESInputTag const &tag)

template<Transition Tr = Transition::Event>
constexpr auto	esConsumes ()

template<Transition Tr = Transition::Event>
auto	esConsumes (ESInputTag tag)

template<Transition Tr = Transition::Event>
ESGetTokenGeneric	esConsumes (eventsetup::EventSetupRecordKey const &iRecord, eventsetup::DataKey const &iKey)
	Used with EventSetupRecord::doGet. More...

template<typename ProductType , BranchType B = InEvent>
EDGetTokenT< ProductType >	mayConsume (edm::InputTag const &tag)

EDGetToken	mayConsume (const TypeToGet &id, edm::InputTag const &tag)

template<BranchType B>
EDGetToken	mayConsume (const TypeToGet &id, edm::InputTag const &tag)

void	resetItemsToGetFrom (BranchType iType)

Detailed Description

Definition at line 20 of file PhotonXGBoostProducer.cc.

Constructor & Destructor Documentation

◆ PhotonXGBoostProducer()

PhotonXGBoostProducer::PhotonXGBoostProducer ( edm::ParameterSet const & config )

explicit

Definition at line 45 of file PhotonXGBoostProducer.cc.

References mvaEstimatorB_, mvaEstimatorE_, mvaFileXgbB_, mvaFileXgbE_, mvaNTreeLimitB_, and mvaNTreeLimitE_.

     : candToken_(consumes<reco::RecoEcalCandidateCollection>(config.getParameter<edm::InputTag>("candTag"))),
       tokenR9_(consumes<reco::RecoEcalCandidateIsolationMap>(config.getParameter<edm::InputTag>("inputTagR9"))),
       tokenHoE_(consumes<reco::RecoEcalCandidateIsolationMap>(config.getParameter<edm::InputTag>("inputTagHoE"))),
       tokenSigmaiEtaiEta_(
           consumes<reco::RecoEcalCandidateIsolationMap>(config.getParameter<edm::InputTag>("inputTagSigmaiEtaiEta"))),
       tokenE2x2_(consumes<reco::RecoEcalCandidateIsolationMap>(config.getParameter<edm::InputTag>("inputTagE2x2"))),
       tokenIso_(consumes<reco::RecoEcalCandidateIsolationMap>(config.getParameter<edm::InputTag>("inputTagIso"))),
       mvaFileXgbB_(config.getParameter<edm::FileInPath>("mvaFileXgbB")),
       mvaFileXgbE_(config.getParameter<edm::FileInPath>("mvaFileXgbE")),
       mvaNTreeLimitB_(config.getParameter<unsigned int>("mvaNTreeLimitB")),
       mvaNTreeLimitE_(config.getParameter<unsigned int>("mvaNTreeLimitE")),
       mvaThresholdEt_(config.getParameter<double>("mvaThresholdEt")) {
   mvaEstimatorB_ = std::make_unique<PhotonXGBoostEstimator>(mvaFileXgbB_, mvaNTreeLimitB_);
   mvaEstimatorE_ = std::make_unique<PhotonXGBoostEstimator>(mvaFileXgbE_, mvaNTreeLimitE_);
   produces<reco::RecoEcalCandidateIsolationMap>();
 }

◆ ~PhotonXGBoostProducer()

PhotonXGBoostProducer::~PhotonXGBoostProducer ( )

default

Member Function Documentation

◆ fillDescriptions()

void PhotonXGBoostProducer::fillDescriptions ( edm::ConfigurationDescriptions & descriptions )

static

Definition at line 63 of file PhotonXGBoostProducer.cc.

References edm::ConfigurationDescriptions::addWithDefaultLabel(), submitPVResolutionJobs::desc, and ProducerED_cfi::InputTag.

                                                                                        {
   edm::ParameterSetDescription desc;
   desc.add<edm::InputTag>("candTag", edm::InputTag("hltEgammaCandidatesUnseeded"));
   desc.add<edm::InputTag>("inputTagR9", edm::InputTag("hltEgammaR9IDUnseeded", "r95x5"));
   desc.add<edm::InputTag>("inputTagHoE", edm::InputTag("hltEgammaHoverEUnseeded"));
   desc.add<edm::InputTag>("inputTagSigmaiEtaiEta",
                           edm::InputTag("hltEgammaClusterShapeUnseeded", "sigmaIEtaIEta5x5NoiseCleaned"));
   desc.add<edm::InputTag>("inputTagE2x2", edm::InputTag("hltEgammaClusterShapeUnseeded", "e2x2"));
   desc.add<edm::InputTag>("inputTagIso", edm::InputTag("hltEgammaEcalPFClusterIsoUnseeded"));
   desc.add<edm::FileInPath>(
       "mvaFileXgbB", edm::FileInPath("RecoEgamma/PhotonIdentification/data/XGBoost/Photon_NTL_168_Barrel_v1.bin"));
   desc.add<edm::FileInPath>(
       "mvaFileXgbE", edm::FileInPath("RecoEgamma/PhotonIdentification/data/XGBoost/Photon_NTL_158_Endcap_v1.bin"));
   desc.add<unsigned int>("mvaNTreeLimitB", 168);
   desc.add<unsigned int>("mvaNTreeLimitE", 158);
   desc.add<double>("mvaThresholdEt", 0);
   descriptions.addWithDefaultLabel(desc);
 }

◆ produce()

void PhotonXGBoostProducer::produce	(	edm::StreamID	,
		edm::Event &	event,
		edm::EventSetup const &	setup
	)		const

overrideprivatevirtual

Implements edm::global::EDProducerBase.

Definition at line 82 of file PhotonXGBoostProducer.cc.

References funct::abs(), candToken_, electrons_cff::hoe, mps_fire::i, edm::AssociationMap< Tag >::insert(), genparticles_cff::iso, mvaEstimatorB_, mvaEstimatorE_, mvaThresholdEt_, electrons_cff::r9, HLT_2024v12_cff::r9Map, electrons_cff::rawEnergy, photons_cff::s4, tokenE2x2_, tokenHoE_, tokenIso_, tokenR9_, and tokenSigmaiEtaiEta_.

                                                                                                   {
   const auto& recCollection = event.getHandle(candToken_);
 
   //get hold of r9 association map
   const auto& r9Map = event.getHandle(tokenR9_);
 
   //get hold of HoE association map
   const auto& hoEMap = event.getHandle(tokenHoE_);
 
   //get hold of isolated association map
   const auto& sigmaiEtaiEtaMap = event.getHandle(tokenSigmaiEtaiEta_);
 
   //get hold of e2x2 (s4) association map
   const auto& e2x2Map = event.getHandle(tokenE2x2_);
 
   //get hold of Ecal isolation association map
   const auto& isoMap = event.getHandle(tokenIso_);
 
   //output
   reco::RecoEcalCandidateIsolationMap mvaScoreMap(recCollection);
 
   for (size_t i = 0; i < recCollection->size(); i++) {
     edm::Ref<reco::RecoEcalCandidateCollection> ref(recCollection, i);
 
     float etaSC = ref->eta();
 
     float scEnergy = ref->superCluster()->energy();
     float r9 = (*r9Map).find(ref)->val;
     float hoe = (*hoEMap).find(ref)->val / scEnergy;
     float siEtaiEta = (*sigmaiEtaiEtaMap).find(ref)->val;
     float e2x2 = (*e2x2Map).find(ref)->val;
     float s4 = e2x2 / scEnergy;
     float iso = (*isoMap).find(ref)->val;
 
     float rawEnergy = ref->superCluster()->rawEnergy();
     float etaW = ref->superCluster()->etaWidth();
     float phiW = ref->superCluster()->phiWidth();
 
     float scEt = scEnergy / cosh(etaSC);
     if (scEt < 0.)
       scEt = 0.; /* first and second order terms assume non-negative energies */
 
     float xgbScore = -100.;
     //compute only above threshold used for training and cand filter, else store negative value into the association map.
     if (scEt >= mvaThresholdEt_) {
       if (std::abs(etaSC) < 1.5)
         xgbScore = mvaEstimatorB_->computeMva(rawEnergy, r9, siEtaiEta, etaW, phiW, s4, etaSC, hoe, iso);
       else
         xgbScore = mvaEstimatorE_->computeMva(rawEnergy, r9, siEtaiEta, etaW, phiW, s4, etaSC, hoe, iso);
     }
     mvaScoreMap.insert(ref, xgbScore);
   }
   event.put(std::make_unique<reco::RecoEcalCandidateIsolationMap>(mvaScoreMap));
 }

Member Data Documentation

◆ candToken_

const edm::EDGetTokenT<reco::RecoEcalCandidateCollection> PhotonXGBoostProducer::candToken_

private

Definition at line 30 of file PhotonXGBoostProducer.cc.

Referenced by produce().

◆ mvaEstimatorB_

std::unique_ptr<PhotonXGBoostEstimator> PhotonXGBoostProducer::mvaEstimatorB_

private

Definition at line 41 of file PhotonXGBoostProducer.cc.

Referenced by PhotonXGBoostProducer(), and produce().

◆ mvaEstimatorE_

std::unique_ptr<PhotonXGBoostEstimator> PhotonXGBoostProducer::mvaEstimatorE_

private

Definition at line 42 of file PhotonXGBoostProducer.cc.

Referenced by PhotonXGBoostProducer(), and produce().

◆ mvaFileXgbB_

const edm::FileInPath PhotonXGBoostProducer::mvaFileXgbB_

private

Definition at line 36 of file PhotonXGBoostProducer.cc.

Referenced by PhotonXGBoostProducer().

◆ mvaFileXgbE_

const edm::FileInPath PhotonXGBoostProducer::mvaFileXgbE_

private

Definition at line 37 of file PhotonXGBoostProducer.cc.

Referenced by PhotonXGBoostProducer().

◆ mvaNTreeLimitB_

const unsigned PhotonXGBoostProducer::mvaNTreeLimitB_

private

Definition at line 38 of file PhotonXGBoostProducer.cc.

Referenced by PhotonXGBoostProducer().

◆ mvaNTreeLimitE_

const unsigned PhotonXGBoostProducer::mvaNTreeLimitE_

private

Definition at line 39 of file PhotonXGBoostProducer.cc.

Referenced by PhotonXGBoostProducer().

◆ mvaThresholdEt_

const double PhotonXGBoostProducer::mvaThresholdEt_

private

Definition at line 40 of file PhotonXGBoostProducer.cc.

Referenced by produce().

◆ tokenE2x2_

const edm::EDGetTokenT<reco::RecoEcalCandidateIsolationMap> PhotonXGBoostProducer::tokenE2x2_

private

Definition at line 34 of file PhotonXGBoostProducer.cc.

Referenced by produce().

◆ tokenHoE_

const edm::EDGetTokenT<reco::RecoEcalCandidateIsolationMap> PhotonXGBoostProducer::tokenHoE_

private

Definition at line 32 of file PhotonXGBoostProducer.cc.

Referenced by produce().

◆ tokenIso_

const edm::EDGetTokenT<reco::RecoEcalCandidateIsolationMap> PhotonXGBoostProducer::tokenIso_

private

Definition at line 35 of file PhotonXGBoostProducer.cc.

Referenced by produce().

◆ tokenR9_

const edm::EDGetTokenT<reco::RecoEcalCandidateIsolationMap> PhotonXGBoostProducer::tokenR9_

private

Definition at line 31 of file PhotonXGBoostProducer.cc.

Referenced by produce().

◆ tokenSigmaiEtaiEta_

const edm::EDGetTokenT<reco::RecoEcalCandidateIsolationMap> PhotonXGBoostProducer::tokenSigmaiEtaiEta_

private

Definition at line 33 of file PhotonXGBoostProducer.cc.

Referenced by produce().

Public Member Functions

Static Public Member Functions

Private Member Functions

Private Attributes

Additional Inherited Members

Detailed Description

Constructor & Destructor Documentation

◆ PhotonXGBoostProducer()

◆ ~PhotonXGBoostProducer()

Member Function Documentation

◆ fillDescriptions()

◆ produce()

Member Data Documentation

◆ candToken_

◆ mvaEstimatorB_

◆ mvaEstimatorE_

◆ mvaFileXgbB_

◆ mvaFileXgbE_

◆ mvaNTreeLimitB_

◆ mvaNTreeLimitE_

◆ mvaThresholdEt_

◆ tokenE2x2_

◆ tokenHoE_

◆ tokenIso_

◆ tokenR9_

◆ tokenSigmaiEtaiEta_