#include <MVAValueMapProducer.h>

Inheritance diagram for MVAValueMapProducer< ParticleType >:

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

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

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

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

std::vector< ESProxyIndex > 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

bool	registeredToConsumeMany (TypeID const &, 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::ESRecordsToProxyIndices 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 &, const edm::EventSetup &) const override

Static Private Member Functions
static auto	getMVAEstimators (const edm::VParameterSet &vConfig)

static std::vector< std::string >	getValueMapNames (const edm::VParameterSet &vConfig, std::string &&suffix)

Private Attributes
const edm::EDGetTokenT < edm::View< ParticleType > >	keysForValueMapsToken_

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 edm::EDGetTokenT < edm::View< ParticleType > >	srcToken_

std::atomic< bool >	validated_ = false

const MVAVariableHelper	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::ProducerBase
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 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<Transition Tr = Transition::Event>
constexpr auto	esConsumes () noexcept

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

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

template<class ParticleType>
class MVAValueMapProducer< ParticleType >

Definition at line 28 of file MVAValueMapProducer.h.

Constructor & Destructor Documentation

template<class ParticleType >

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

Definition at line 107 of file MVAValueMapProducer.h.

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

     : srcToken_(consumes<edm::View<ParticleType>>(iConfig.getParameter<edm::InputTag>("src"))),
       keysForValueMapsToken_(getKeysForValueMapsToken<ParticleType>(
           iConfig.getParameter<edm::InputTag>("keysForValueMaps"), consumesCollector())),
       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);
 }

Member Function Documentation

template<class ParticleType >

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

static

Definition at line 163 of file MVAValueMapProducer.h.

References edm::ParameterSetDescription::add(), edm::ConfigurationDescriptions::addDefault(), edm::ParameterSetDescription::addVPSet(), submitPVResolutionJobs::desc, and edm::ParameterSetDescription::setUnknown().

                                                                                                    {
   edm::ParameterSetDescription desc;
   desc.add<edm::InputTag>("src", {});
   desc.add<edm::InputTag>("keysForValueMaps", {});
   {
     //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 mvaConfigurations;
     mvaConfigurations.setUnknown();
     desc.addVPSet("mvaConfigurations", mvaConfigurations);
   }
   descriptions.addDefault(desc);
 }

template<class ParticleType >

static auto MVAValueMapProducer< ParticleType >::getMVAEstimators ( const edm::VParameterSet & vConfig )

inlinestaticprivate

Definition at line 35 of file MVAValueMapProducer.h.

References beamerCreator::create(), Exception, get, and AlCaHLTBitMon_QueryRunRegistry::string.

                                                                 {
     std::vector<std::unique_ptr<AnyMVAEstimatorRun2Base>> mvaEstimators;
 
     // Loop over the list of MVA configurations passed here from python and
     // construct all requested MVA estimators.
     for (auto& imva : vConfig) {
       // The factory below constructs the MVA of the appropriate type based
       // on the "mvaName" which is the name of the derived MVA class (plugin)
       if (!imva.empty()) {
         mvaEstimators.emplace_back(
             AnyMVAEstimatorRun2Factory::get()->create(imva.getParameter<std::string>("mvaName"), imva));
 
       } else
         throw cms::Exception(" MVA configuration not found: ")
             << " failed to find proper configuration for one of the MVAs in the main python script " << std::endl;
     }
 
     return mvaEstimators;
   }

template<class ParticleType >

static std::vector<std::string> MVAValueMapProducer< ParticleType >::getValueMapNames	(	const edm::VParameterSet &	vConfig,
		std::string &&	suffix
	)

inlinestaticprivate

Definition at line 55 of file MVAValueMapProducer.h.

References names, AlCaHLTBitMon_QueryRunRegistry::string, and createPayload::suffix.

                                                                                                     {
     std::vector<std::string> names;
     for (auto& imva : vConfig) {
       names.push_back(imva.getParameter<std::string>("mvaName") + imva.getParameter<std::string>("mvaTag") + suffix);
     }
 
     return names;
   }

template<class ParticleType >

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

overrideprivatevirtual

Implements edm::global::EDProducerBase.

Definition at line 125 of file MVAValueMapProducer.h.

References eostools::cat(), funct::exp(), edm::Event::getHandle(), uploadConditions::response, and egammaTools::validateEgammaCandidate().

                                                                                    {
   std::vector<float> auxVariables = variableHelper_.getAuxVariables(iEvent);
 
   auto srcHandle = iEvent.getHandle(srcToken_);
   auto keysForValueMapsHandle =
       keysForValueMapsToken_.isUninitialized() ? srcHandle : iEvent.getHandle(keysForValueMapsToken_);
 
   // check if nothing is wrong with the data format of the candidates
   if (!validated_ && !srcHandle->empty()) {
     egammaTools::validateEgammaCandidate((*srcHandle)[0]);
     validated_ = true;
   }
 
   // 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 (auto const& cand : *srcHandle) {
       int cat = -1;  // Passed by reference to the mvaValue function to store the category
       const float response = mvaEstimators_[iEstimator]->mvaValue(&cand, 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, keysForValueMapsHandle, mvaValues, mvaValueMapNames_[iEstimator]);
     writeValueMap(iEvent, keysForValueMapsHandle, mvaRawValues, mvaRawValueMapNames_[iEstimator]);
     writeValueMap(iEvent, keysForValueMapsHandle, mvaCategories, mvaCategoriesMapNames_[iEstimator]);
 
   }  // end loop over estimators
 }

Member Data Documentation

template<class ParticleType >

const edm::EDGetTokenT<edm::View<ParticleType> > MVAValueMapProducer< ParticleType >::keysForValueMapsToken_

private

Definition at line 67 of file MVAValueMapProducer.h.

template<class ParticleType >

const std::vector<std::string> MVAValueMapProducer< ParticleType >::mvaCategoriesMapNames_

private

Definition at line 75 of file MVAValueMapProducer.h.

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

template<class ParticleType >

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

private

Definition at line 70 of file MVAValueMapProducer.h.

template<class ParticleType >

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

private

Definition at line 74 of file MVAValueMapProducer.h.

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

template<class ParticleType >

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

private

Definition at line 73 of file MVAValueMapProducer.h.

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

template<class ParticleType >

const edm::EDGetTokenT<edm::View<ParticleType> > MVAValueMapProducer< ParticleType >::srcToken_

private

Definition at line 66 of file MVAValueMapProducer.h.

template<class ParticleType >

std::atomic<bool> MVAValueMapProducer< ParticleType >::validated_ = false

mutableprivate

Definition at line 80 of file MVAValueMapProducer.h.

template<class ParticleType >

const MVAVariableHelper MVAValueMapProducer< ParticleType >::variableHelper_

private

Definition at line 78 of file MVAValueMapProducer.h.

Public Member Functions

Static Public Member Functions

Private Member Functions

Static Private Member Functions

Private Attributes

Additional Inherited Members

Detailed Description

template<class ParticleType> class MVAValueMapProducer< ParticleType >

Constructor & Destructor Documentation

Member Function Documentation

Member Data Documentation

template<class ParticleType>
class MVAValueMapProducer< ParticleType >