#include <MVAValueMapProducer.h>

Inheritance diagram for MVAValueMapProducer< ParticleType >:

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

	~MVAValueMapProducer () override

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

bool	hasAbilityToProduceInLumis () const final

bool	hasAbilityToProduceInRuns () const final

bool	wantsGlobalLuminosityBlocks () const final

bool	wantsGlobalRuns () 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

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)

	~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

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::vector< ModuleDescription const * > &modules, 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

bool	registeredToConsumeMany (TypeID const &, BranchType) const

ProductResolverIndexAndSkipBit	uncheckedIndexFrom (EDGetToken) const

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

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 &, const edm::EventSetup &) const override

Private Attributes
const std::vector< std::string >	mvaCategoriesMapNames_

const std::vector< std::unique_ptr< AnyMVAEstimatorRun2Base > >	mvaEstimators_

const std::vector< std::string >	mvaRawValueMapNames_

const std::vector< std::string >	mvaValueMapNames_

const MultiTokenT< edm::View< ParticleType > >	src_

const MVAVariableHelper< ParticleType >	variableHelper_

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

Public Types inherited from edm::ProducerBase
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::EDConsumerBase
template<typename ProductType , BranchType B = InEvent>
EDGetTokenT< ProductType >	consumes (edm::InputTag const &tag)

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 ProductType , BranchType B = InEvent>
void	consumesMany ()

void	consumesMany (const TypeToGet &id)

template<BranchType B>
void	consumesMany (const TypeToGet &id)

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

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)

Detailed Description

template<class ParticleType>
class MVAValueMapProducer< ParticleType >

Definition at line 21 of file MVAValueMapProducer.h.

Constructor & Destructor Documentation

template<class ParticleType >

MVAValueMapProducer< ParticleType >::MVAValueMapProducer ( const edm::ParameterSet & iConfig )

Definition at line 89 of file MVAValueMapProducer.h.

References MVAValueMapProducer< ParticleType >::mvaCategoriesMapNames_, MVAValueMapProducer< ParticleType >::mvaRawValueMapNames_, MVAValueMapProducer< ParticleType >::mvaValueMapNames_, and dataset::name.

   : src_(consumesCollector(), iConfig, "src", "srcMiniAOD")
   , mvaEstimators_(getMVAEstimators(iConfig.getParameterSetVector("mvaConfigurations")))
   , mvaValueMapNames_     (getValueMapNames(iConfig.getParameterSetVector("mvaConfigurations"), "Values"    ))
   , mvaRawValueMapNames_  (getValueMapNames(iConfig.getParameterSetVector("mvaConfigurations"), "RawValues" ))
   , mvaCategoriesMapNames_(getValueMapNames(iConfig.getParameterSetVector("mvaConfigurations"), "Categories"))
   , variableHelper_(consumesCollector())
 {
   for( auto const& name : mvaValueMapNames_      ) produces<edm::ValueMap<float>>(name);
   for( auto const& name : mvaRawValueMapNames_   ) produces<edm::ValueMap<float>>(name);
   for( auto const& name : mvaCategoriesMapNames_ ) produces<edm::ValueMap<int  >>(name);
 }

template<class ParticleType >

MVAValueMapProducer< ParticleType >::~MVAValueMapProducer ( )

inlineoverride

Definition at line 26 of file MVAValueMapProducer.h.

References MVAValueMapProducer< ParticleType >::fillDescriptions(), and MVAValueMapProducer< ParticleType >::produce().

26 {}

Member Function Documentation

template<class ParticleType >

void MVAValueMapProducer< ParticleType >::fillDescriptions ( edm::ConfigurationDescriptions & descriptions )

static

Definition at line 138 of file MVAValueMapProducer.h.

References edm::ConfigurationDescriptions::addDefault(), and edm::ParameterSetDescription::setUnknown().

Referenced by MVAValueMapProducer< ParticleType >::~MVAValueMapProducer().

                                                                                                      {
   //The following says we do not know what parameters are allowed so do no validation
   // Please change this to state exactly what you do use, even if it is no parameters
   edm::ParameterSetDescription desc;
   desc.setUnknown();
   descriptions.addDefault(desc);
 }

template<class ParticleType >

void MVAValueMapProducer< ParticleType >::produce	(	edm::StreamID	,
		edm::Event &	iEvent,
		const edm::EventSetup &	iSetup
	)		const

overrideprivate

Definition at line 103 of file MVAValueMapProducer.h.

References eostools::cat(), JetChargeProducer_cfi::exp, MultiTokenT< T >::getValidHandle(), mps_fire::i, MVAValueMapProducer< ParticleType >::mvaCategoriesMapNames_, MVAValueMapProducer< ParticleType >::mvaEstimators_, MVAValueMapProducer< ParticleType >::mvaRawValueMapNames_, MVAValueMapProducer< ParticleType >::mvaValueMapNames_, TrackRefitter_38T_cff::src, MVAValueMapProducer< ParticleType >::src_, MVAValueMapProducer< ParticleType >::variableHelper_, and writeValueMap().

Referenced by MVAValueMapProducer< ParticleType >::~MVAValueMapProducer().

 {
 
   edm::Handle<edm::View<ParticleType> > src = src_.getValidHandle(iEvent);
 
   // Loop over MVA estimators
   for( unsigned iEstimator = 0; iEstimator < mvaEstimators_.size(); iEstimator++ ){
 
     std::vector<float> mvaValues;
     std::vector<float> mvaRawValues;
     std::vector<int>   mvaCategories;
 
     // Loop over particles
     for (size_t i = 0; i < src->size(); ++i)
     {
       auto iCand = src->ptrAt(i);
 
       std::vector<float> auxVariables = variableHelper_.getAuxVariables(iCand, iEvent);
 
       int cat = -1; // Passed by reference to the mvaValue function to store the category
       const float response = mvaEstimators_[iEstimator]->mvaValue( &(*iCand), auxVariables, cat );
       mvaRawValues.push_back( response ); // The MVA score
       mvaValues.push_back( 2.0/(1.0+exp(-2.0*response))-1 ); // MVA output between -1 and 1
       mvaCategories.push_back( cat );
     } // end loop over particles
 
     writeValueMap(iEvent, src, mvaValues    , mvaValueMapNames_     [iEstimator] );
     writeValueMap(iEvent, src, mvaRawValues , mvaRawValueMapNames_  [iEstimator] );
     writeValueMap(iEvent, src, mvaCategories, mvaCategoriesMapNames_[iEstimator] );
 
   } // end loop over estimators
 
 }