returns a tuple mva_value, category
ele: a reco::GsfElectron
convs: conversions
beam_spot: beam spot
rho: energy density in the event
debug: enable debugging mode.
example:
event.getByLabel(('slimmedElectrons'), ele_handle)
event.getByLabel(('fixedGridRhoFastjetAll'), rho_handle)
electrons = ele_handle.product()
rho = rho_handle.product()
mva, category = electron_mva_id(electron[0], rho)
Definition at line 23 of file FWLite.py.
23 def __call__(self, ele, rho, debug=False):
24 '''returns a tuple mva_value, category
25 ele: a reco::GsfElectron
28 rho: energy density in the event
29 debug: enable debugging mode.
33 event.getByLabel(('slimmedElectrons'), ele_handle)
34 event.getByLabel(('fixedGridRhoFastjetAll'), rho_handle)
36 electrons = ele_handle.product()
37 rho = rho_handle.product()
39 mva, category = electron_mva_id(electron[0], rho)
42 print(
'Initializing ' + self.name + self.tag)
43 ROOT.gSystem.Load(
"libRecoEgammaElectronIdentification")
44 categoryCutStrings = ROOT.vector(ROOT.string)()
45 for x
in self.categoryCuts :
46 categoryCutStrings.push_back(x)
47 self.estimator = ROOT.ElectronMVAEstimatorRun2(
48 self.tag, self.name, len(self.xmls),
49 self.variablesFile, categoryCutStrings, self.xmls, self._debug)
51 category = ctypes.c_int(0)
52 mva = self.estimator.mvaValue(ele, rho[0], category)
53 return mva, category.value
References ElectronMVAID.ElectronMVAID._init, FWLite.ElectronMVAID._init, lhef::H5Handler._init, FWLite.ElectronMVAID.categoryCuts, ElectronMVAID.ElectronMVAID.name, DigiComparisonTask.name, TPComparisonTask.name, HcalOfflineHarvesting.name, HcalOnlineHarvesting.name, LaserTask.name, NoCQTask.name, PedestalTask.name, QIE10Task.name, QIE11Task.name, HFRaddamTask.name, RecHitTask.name, UMNioTask.name, ZDCTask.name, AlignableObjectId::entry.name, RawTask.name, average.Average.name, counter.Counter.name, TPTask.name, histograms.Histograms.name, DigiTask.name, LEDTask.name, cond::persistency::RUN_INFO::RUN_NUMBER.name, cond::persistency::TAG::NAME.name, TmModule.name, FWLite.ElectronMVAID.name, cond::persistency::GTEditorData.name, cond::persistency::GLOBAL_TAG::NAME.name, cond::persistency::RUN_INFO::START_TIME.name, cond::persistency::TAG::TIME_TYPE.name, cond::persistency::GLOBAL_TAG::VALIDITY.name, cond::persistency::GLOBAL_TAG::DESCRIPTION.name, cond::persistency::RUN_INFO::END_TIME.name, core.autovars.NTupleVariable.name, cond::persistency::TAG::OBJECT_TYPE.name, DQMRivetClient::NormOption.name, cond::persistency::GLOBAL_TAG::RELEASE.name, cond::persistency::TAG::SYNCHRONIZATION.name, cond::persistency::GLOBAL_TAG::SNAPSHOT_TIME.name, cond::persistency::TAG::END_OF_VALIDITY.name, MEPSet.name, cond::persistency::O2O_RUN::JOB_NAME.name, cond::persistency::GLOBAL_TAG::INSERTION_TIME.name, cms::dd::NameValuePair< T >.name, cond::persistency::TAG::DESCRIPTION.name, cond::persistency::O2O_RUN::START_TIME.name, cond::persistency::TAG::LAST_VALIDATED_TIME.name, FWTGeoRecoGeometry::Info.name, cond::persistency::O2O_RUN::END_TIME.name, cond::persistency::TAG::INSERTION_TIME.name, cond::persistency::O2O_RUN::STATUS_CODE.name, cond::persistency::TAG::MODIFICATION_TIME.name, cond::persistency::O2O_RUN::LOG.name, ParameterSet.name, nanoaod::MergeableCounterTable::SingleColumn< T >.name, OutputMEPSet.name, preexistingValidation.PreexistingValidation.name, PixelDCSObject< T >::Item.name, SummaryTableOutputBranches::NamedBranchPtr.name, AlignmentConstraint.name, cms::dd::ValuePair< T, U >.name, dataset.BaseDataset.name, fit::RootMinuitCommand.name, personalPlayback.Applet.name, EventStringOutputBranches::NamedBranchPtr.name, Types._Untracked.name, MagCylinder.name, analyzer.Analyzer.name, DQMRivetClient::LumiOption.name, heppy::ParSet.name, production_tasks.Task.name, cond::persistency::GTProxyData.name, TableOutputBranches::NamedBranchPtr.name, CharmTagger::MVAVar.name, edm::PathTimingSummary.name, DQMRivetClient::ScaleFactorOption.name, TriggerOutputBranches::NamedBranchPtr.name, HeavyIonCSVTagger::MVAVar.name, SingleObjectCondition.name, EgHLTOfflineSummaryClient::SumHistBinData.name, cms::DDAlgoArguments.name, Barrel.name, cond::TimeTypeSpecs.name, core.autovars.NTupleObjectType.name, perftools::EdmEventSize::BranchRecord.name, MyWatcher.name, edm::PathSummary.name, EcalLogicID.name, lumi::TriggerInfo.name, alignment.Alignment.name, XMLProcessor::_loaderBaseConfig.name, PixelEndcapLinkMaker::Item.name, FWTableViewManager::TableEntry.name, MEtoEDM< T >::MEtoEDMObject.name, PixelBarrelLinkMaker::Item.name, ExpressionHisto< T >.name, DQMGenericClient::EfficOption.name, cms::DDParsingContext::CompositeMaterial.name, python.rootplot.utilities.Hist2D.name, Supermodule.name, TreeCrawler.Package.name, cond::persistency::GLOBAL_TAG_MAP::GLOBAL_TAG_NAME.name, options.ConnectionHLTMenu.name, genericValidation.GenericValidation.name, cond::persistency::GLOBAL_TAG_MAP::RECORD.name, cond::persistency::GLOBAL_TAG_MAP::LABEL.name, MVAVar.name, cond::persistency::GLOBAL_TAG_MAP::TAG_NAME.name, cond::Tag_t.name, dqmoffline::l1t::HistDefinition.name, DQMGenericClient::ProfileOption.name, FastHFShowerLibrary.name, nanoaod::MergeableCounterTable::VectorColumn< T >.name, magneticfield::BaseVolumeHandle.name, PhysicsTools::Variable::Value.name, h4DSegm.name, emtf::Node.name, BTagProbabilityToDiscriminator::Discriminator.name, DQMGenericClient::NormOption.name, core.TriggerMatchAnalyzer.TriggerMatchAnalyzer.name, cond::persistency::PAYLOAD::HASH.name, DQMGenericClient::CDOption.name, looper.Looper.name, cond::persistency::PAYLOAD::OBJECT_TYPE.name, PhysicsTools::Calibration::Variable.name, TriggerObjectTableProducer::SelectedObject.name, cond::persistency::PAYLOAD::DATA.name, cond::TagInfo_t.name, cond::persistency::PAYLOAD::STREAMER_INFO.name, TrackerSectorStruct.name, cond::persistency::PAYLOAD::VERSION.name, MuonGeometrySanityCheckPoint.name, cond::persistency::PAYLOAD::INSERTION_TIME.name, FCDTask.name, DQMGenericClient::NoFlowOption.name, CounterChecker.name, Mapper::definition< ScannerT >.name, EDMtoMEConverter.name, python.rootplot.tree2hists.Plot.name, PhysicsTools::TreeReader::Value.name, classes.MonitorData.name, PhysicsTools::ProcessRegistry< Base_t, CalibBase_t, Parent_t >.name, PhysicsTools::MVAModuleHelper< Record, Object, Filler >::Value.name, HistogramManager.name, classes.OutputData.name, Crystal.name, cond::persistency::IOV::TAG_NAME.name, cond::persistency::IOV::SINCE.name, h2DSegm.name, cond::persistency::IOV::PAYLOAD_HASH.name, cond::persistency::IOV::INSERTION_TIME.name, options.HLTProcessOptions.name, DQMNet::WaitObject.name, python.rootplot.utilities.Hist.name, core.TriggerBitAnalyzer.TriggerBitAnalyzer.name, AlpgenParameterName.name, geometry.Structure.name, config.Analyzer.name, core.autovars.NTupleSubObject.name, Capsule.name, core.autovars.NTupleObject.name, Ceramic.name, PhysicsTools::Variable.name, SiStripMonitorDigi.name, BulkSilicon.name, config.Service.name, nanoaod::FlatTable::Column.name, APD.name, core.autovars.NTupleCollection.name, NanoAODDQM::SelGroupConfig.name, BPHRecoBuilder::BPHRecoSource.name, BPHRecoBuilder::BPHCompSource.name, cond::persistency::TAG_LOG::TAG_NAME.name, cond::persistency::TAG_LOG::EVENT_TIME.name, cond::persistency::TAG_LOG::USER_NAME.name, StraightTrackAlignment::RPSetPlots.name, cond::persistency::TAG_LOG::HOST_NAME.name, cond::persistency::TAG_LOG::COMMAND.name, cond::persistency::TAG_LOG::ACTION.name, cond::persistency::TAG_LOG::USER_TEXT.name, InnerLayerVolume.name, cond::payloadInspector::TagReference.name, personalPlayback.FrameworkJob.name, Grid.name, Grille.name, BackPipe.name, plotscripts.SawTeethFunction.name, PatchPanel.name, BackCoolTank.name, DryAirTube.name, crabFunctions.CrabTask.name, python.rootplot.utilities.RootFile.name, MBCoolTube.name, MBManif.name, cscdqm::ParHistoDef.name, hTMaxCell.name, BeautifulSoup.Tag.name, SummaryOutputProducer::GenericSummary.name, BeautifulSoup.SoupStrainer.name, print(), FWLite.ElectronMVAID.tag, tnp::TagProbePair.tag, cond::persistency::IOVEditorData.tag, Entry< T >.tag, DQMNet::CoreObject.tag, and personalPlayback.FrameworkJob.tag.
1.8.16