Reference Manual

CMS 3D

Inheritance diagram for FWLite.WorkingPoints:

Public Member Functions
def	__init__ (self, name, tag, working_points, logistic_transform=False)

def	passed (self, ele, mva, category, wp)

Public Attributes
	logistic_transform

	name

	tag

	working_points

Private Member Functions
def	_reformat_cut_definitions (self, working_points)

Detailed Description

Working Points. Keeps track of the cuts associated to a given flavour of the MVA ID 
for each working point and allows to test the working points

Definition at line 61 of file FWLite.py.

Constructor & Destructor Documentation

def FWLite.WorkingPoints.__init__	(		self,
			name,
			tag,
			working_points,
			logistic_transform = `False`
	)

Definition at line 65 of file FWLite.py.

     def __init__(self, name, tag, working_points, logistic_transform=False):
         self.name = name 
         self.tag = tag
         self.working_points = self._reformat_cut_definitions(working_points)
         self.logistic_transform = logistic_transform
 

Member Function Documentation

def FWLite.WorkingPoints._reformat_cut_definitions	(		self,
			working_points
	)

private

Definition at line 71 of file FWLite.py.

References cmsPerfStripChart.dict, createfilelist.int, join(), ElectronMVAID.ElectronMVAID.name, average.Average.name, counter.Counter.name, histograms.Histograms.name, AlignableObjectId::entry.name, FWLite.ElectronMVAID.name, cond::persistency::TAG::NAME.name, TmModule.name, cond::persistency::GLOBAL_TAG::NAME.name, cond::persistency::RUN_INFO::RUN_NUMBER.name, cond::persistency::TAG::TIME_TYPE.name, cond::persistency::GLOBAL_TAG::VALIDITY.name, core.autovars.NTupleVariable.name, cond::persistency::RUN_INFO::START_TIME.name, cond::persistency::RUN_INFO::END_TIME.name, cond::persistency::TAG::OBJECT_TYPE.name, cond::persistency::GLOBAL_TAG::DESCRIPTION.name, cond::persistency::TAG::SYNCHRONIZATION.name, cond::persistency::GLOBAL_TAG::RELEASE.name, MEPSet.name, cond::persistency::TAG::END_OF_VALIDITY.name, cond::persistency::GLOBAL_TAG::SNAPSHOT_TIME.name, cond::persistency::TAG::DESCRIPTION.name, cond::persistency::GTEditorData.name, cond::persistency::GLOBAL_TAG::INSERTION_TIME.name, nanoaod::MergeableCounterTable::SingleColumn< T >.name, cond::persistency::TAG::LAST_VALIDATED_TIME.name, cond::persistency::TAG::INSERTION_TIME.name, cond::persistency::TAG::MODIFICATION_TIME.name, FWTGeoRecoGeometry::Info.name, preexistingValidation.PreexistingValidation.name, OutputMEPSet.name, EventStringOutputBranches::NamedBranchPtr.name, SummaryTableOutputBranches::NamedBranchPtr.name, dataset.BaseDataset.name, fit::RootMinuitCommand.name, personalPlayback.Applet.name, Types._Untracked.name, ParameterSet.name, PixelDCSObject< T >::Item.name, DQMRivetClient::LumiOption.name, MagCylinder.name, analyzer.Analyzer.name, production_tasks.Task.name, CharmTagger::MVAVar.name, TriggerOutputBranches::NamedBranchPtr.name, ParSet.name, TableOutputBranches::NamedBranchPtr.name, edm::PathTimingSummary.name, DQMRivetClient::ScaleFactorOption.name, EgHLTOfflineSummaryClient::SumHistBinData.name, PhysicsTools::Source.name, cond::persistency::GTProxyData.name, SingleObjectCondition.name, MyWatcher.name, core.autovars.NTupleObjectType.name, edm::PathSummary.name, nanoaod::MergeableCounterTable::VectorColumn< T >.name, cond::TimeTypeSpecs.name, lumi::TriggerInfo.name, alignment.Alignment.name, cond::persistency::GLOBAL_TAG_MAP::GLOBAL_TAG_NAME.name, PixelEndcapLinkMaker::Item.name, perftools::EdmEventSize::BranchRecord.name, DQMGenericClient::EfficOption.name, FWTableViewManager::TableEntry.name, cond::persistency::GLOBAL_TAG_MAP::RECORD.name, PixelBarrelLinkMaker::Item.name, EcalLogicID.name, cond::persistency::GLOBAL_TAG_MAP::LABEL.name, MEtoEDM< T >::MEtoEDMObject.name, cond::persistency::GLOBAL_TAG_MAP::TAG_NAME.name, ExpressionHisto< T >.name, cms::DDAlgoArguments.name, XMLProcessor::_loaderBaseConfig.name, cond::persistency::PAYLOAD::HASH.name, python.rootplot.utilities.Hist2D.name, cond::persistency::PAYLOAD::OBJECT_TYPE.name, cond::persistency::PAYLOAD::DATA.name, cond::persistency::PAYLOAD::STREAMER_INFO.name, TreeCrawler.Package.name, cond::persistency::PAYLOAD::VERSION.name, genericValidation.GenericValidation.name, options.ConnectionHLTMenu.name, MagGeoBuilderFromDDD::volumeHandle.name, cond::persistency::PAYLOAD::INSERTION_TIME.name, DQMGenericClient::ProfileOption.name, MVAVar.name, dqmoffline::l1t::HistDefinition.name, FWLite.WorkingPoints.name, DQMGenericClient::NormOption.name, BTagProbabilityToDiscriminator::Discriminator.name, emtf::Node.name, FastHFShowerLibrary.name, h4DSegm.name, PhysicsTools::Variable::Value.name, PhysicsTools::Calibration::Variable.name, core.TriggerMatchAnalyzer.TriggerMatchAnalyzer.name, DQMGenericClient::CDOption.name, CounterChecker.name, TriggerObjectTableProducer::SelectedObject.name, TrackerSectorStruct.name, cond::TagInfo_t.name, ProcTMVA::Method.name, TreeSaver::Var.name, DQMGenericClient::NoFlowOption.name, looper.Looper.name, python.rootplot.tree2hists.Plot.name, cond::persistency::IOV::TAG_NAME.name, EDMtoMEConverter.name, cond::persistency::IOV::SINCE.name, cond::persistency::IOV::PAYLOAD_HASH.name, Mapper::definition< ScannerT >.name, PhysicsTools::TreeReader::Value.name, classes.MonitorData.name, cond::persistency::IOV::INSERTION_TIME.name, HistogramManager.name, MuonGeometrySanityCheckPoint.name, PhysicsTools::TrainProcessor.name, classes.OutputData.name, PhysicsTools::MVAModuleHelper< Record, Object, Filler >::Value.name, PhysicsTools::ProcessRegistry< Base_t, CalibBase_t, Parent_t >.name, options.HLTProcessOptions.name, PhysicsTools::MVATrainer.name, h2DSegm.name, core.TriggerBitAnalyzer.TriggerBitAnalyzer.name, python.rootplot.utilities.Hist.name, nanoaod::FlatTable::Column.name, config.Analyzer.name, geometry.Structure.name, core.autovars.NTupleSubObject.name, DQMNet::WaitObject.name, AlpgenParameterName.name, NanoAODDQM::SelGroupConfig.name, SiStripMonitorDigi.name, core.autovars.NTupleObject.name, config.Service.name, PhysicsTools::Variable.name, cond::persistency::TAG_LOG::TAG_NAME.name, cond::persistency::TAG_LOG::EVENT_TIME.name, cond::persistency::TAG_LOG::USER_NAME.name, cond::persistency::TAG_LOG::HOST_NAME.name, cond::persistency::TAG_LOG::COMMAND.name, cond::persistency::TAG_LOG::ACTION.name, PhysicsTools::TrainerMonitoring::Object.name, cond::persistency::TAG_LOG::USER_TEXT.name, core.autovars.NTupleCollection.name, BPHRecoBuilder::BPHRecoSource.name, BPHRecoBuilder::BPHCompSource.name, personalPlayback.FrameworkJob.name, plotscripts.SawTeethFunction.name, python.rootplot.utilities.RootFile.name, crabFunctions.CrabTask.name, hTMaxCell.name, cscdqm::ParHistoDef.name, BeautifulSoup.Tag.name, Id.name, SummaryOutputProducer::GenericSummary.name, and BeautifulSoup.SoupStrainer.name.

     def _reformat_cut_definitions(self, working_points):
         new_definitions = dict()
         for wpname, definitions in working_points.iteritems():
             new_definitions[wpname] = dict()
             for name, cut in definitions.cuts.iteritems():
                 categ_id = int(name.lstrip('cutCategory'))
                 cut = cut.replace('pt','x')
                 formula = ROOT.TFormula('_'.join([self.name, wpname, name]), cut)
                 new_definitions[wpname][categ_id] = formula
         return new_definitions
 

def FWLite.WorkingPoints.passed	(		self,
			ele,
			mva,
			category,
			wp
	)

return true if ele passes wp

Definition at line 82 of file FWLite.py.

References JetChargeProducer_cfi.exp, FWLite.WorkingPoints.logistic_transform, and FWLite.WorkingPoints.working_points.

     def passed(self, ele, mva, category, wp):
         '''return true if ele passes wp'''
         threshold = self.working_points[wp][category].Eval(ele.pt())
         if self.logistic_transform:
             mva = 2.0/(1.0+exp(-2.0*mva))-1
         return mva > threshold
 
 
 # Import information needed to construct the e/gamma MVAs
 

Member Data Documentation

FWLite.WorkingPoints.logistic_transform

Definition at line 69 of file FWLite.py.

Referenced by FWLite.WorkingPoints.passed().

FWLite.WorkingPoints.name

FWLite.WorkingPoints.tag

Definition at line 67 of file FWLite.py.

Referenced by Inspector.Inspector.Loop(), DTTtrigWorkflow.DTttrigWorkflow.prepare_timeboxes_correction(), and DTWorkflow.DTWorkflow.remote_out_path().

FWLite.WorkingPoints.working_points

Definition at line 68 of file FWLite.py.

Referenced by FWLite.WorkingPoints.passed().