FWLite.WorkingPoints Class Reference

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 57 of file FWLite.py.

Constructor & Destructor Documentation

__init__()

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

Definition at line 61 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

_reformat_cut_definitions()

def FWLite.WorkingPoints._reformat_cut_definitions (   self,   working_points  )

private

Definition at line 67 of file FWLite.py.

References createfilelist.int, join(), ElectronMVAID.ElectronMVAID.name, AlignableObjectId::entry.name, average.Average.name, counter.Counter.name, histograms.Histograms.name, cond::persistency::TAG::NAME.name, cond::persistency::RUN_INFO::RUN_NUMBER.name, TmModule.name, cond::persistency::GTEditorData.name, FWLite.ElectronMVAID.name, cond::persistency::GLOBAL_TAG::NAME.name, cond::persistency::TAG::TIME_TYPE.name, cond::persistency::RUN_INFO::START_TIME.name, cond::persistency::GLOBAL_TAG::VALIDITY.name, cond::persistency::RUN_INFO::END_TIME.name, cond::persistency::TAG::OBJECT_TYPE.name, core.autovars.NTupleVariable.name, cond::persistency::GLOBAL_TAG::DESCRIPTION.name, cond::persistency::TAG::SYNCHRONIZATION.name, cond::persistency::GLOBAL_TAG::RELEASE.name, DQMRivetClient::NormOption.name, cond::persistency::TAG::END_OF_VALIDITY.name, MEPSet.name, cond::persistency::GLOBAL_TAG::SNAPSHOT_TIME.name, cond::persistency::O2O_RUN::JOB_NAME.name, cond::persistency::TAG::DESCRIPTION.name, cms::dd::NameValuePair< T >.name, cond::persistency::GLOBAL_TAG::INSERTION_TIME.name, cond::persistency::O2O_RUN::START_TIME.name, cond::persistency::TAG::LAST_VALIDATED_TIME.name, cond::persistency::O2O_RUN::END_TIME.name, cond::persistency::TAG::INSERTION_TIME.name, FWTGeoRecoGeometry::Info.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, cond::persistency::TAG::PROTECTION_CODE.name, OutputMEPSet.name, PixelDCSObject< T >::Item.name, dataset.BaseDataset.name, SummaryTableOutputBranches::NamedBranchPtr.name, AlignmentConstraint.name, cms::dd::ValuePair< T, U >.name, fit::RootMinuitCommand.name, personalPlayback.Applet.name, EventStringOutputBranches::NamedBranchPtr.name, Types._Untracked.name, MagCylinder.name, analyzer.Analyzer.name, production_tasks.Task.name, heppy::ParSet.name, DQMRivetClient::LumiOption.name, cond::persistency::GTProxyData.name, TriggerOutputBranches::NamedBranchPtr.name, SingleObjectCondition.name, CharmTagger::MVAVar.name, HeavyIonCSVTagger::MVAVar.name, TableOutputBranches::NamedBranchPtr.name, edm::PathTimingSummary.name, DQMRivetClient::ScaleFactorOption.name, EgHLTOfflineSummaryClient::SumHistBinData.name, cms::DDAlgoArguments.name, Barrel.name, core.autovars.NTupleObjectType.name, perftools::EdmEventSize::BranchRecord.name, cond::TimeTypeSpecs.name, EcalLogicID.name, LumiOutputBranches::NamedBranchPtr.name, edm::PathSummary.name, lumi::TriggerInfo.name, PixelEndcapLinkMaker::Item.name, XMLProcessor::_loaderBaseConfig.name, MEtoEDM< T >::MEtoEDMObject.name, FWTableViewManager::TableEntry.name, PixelBarrelLinkMaker::Item.name, ExpressionHisto< T >.name, DQMGenericClient::EfficOption.name, python.rootplot.utilities.Hist2D.name, TreeCrawler.Package.name, Supermodule.name, cond::persistency::GLOBAL_TAG_MAP::GLOBAL_TAG_NAME.name, cond::persistency::GLOBAL_TAG_MAP::RECORD.name, options.ConnectionHLTMenu.name, cond::persistency::GLOBAL_TAG_MAP::LABEL.name, MVAVar.name, cms::DDParsingContext::CompositeMaterial.name, cond::persistency::GLOBAL_TAG_MAP::TAG_NAME.name, cond::Tag_t.name, FWLite.WorkingPoints.name, dqmoffline::l1t::HistDefinition.name, DQMGenericClient::ProfileOption.name, magneticfield::BaseVolumeHandle.name, nanoaod::MergeableCounterTable::VectorColumn< T >.name, FastHFShowerLibrary.name, emtf::Node.name, PhysicsTools::Variable::Value.name, h4DSegm.name, BTagProbabilityToDiscriminator::Discriminator.name, DQMGenericClient::NormOption.name, core.TriggerMatchAnalyzer.TriggerMatchAnalyzer.name, DQMGenericClient::CDOption.name, CounterChecker.name, cond::TagInfo_t.name, TrackerSectorStruct.name, MuonGeometrySanityCheckPoint.name, PhysicsTools::Calibration::Variable.name, cond::persistency::PAYLOAD::HASH.name, EDMtoMEConverter.name, DQMGenericClient::NoFlowOption.name, Mapper::definition< ScannerT >.name, cond::persistency::PAYLOAD::OBJECT_TYPE.name, looper.Looper.name, cond::persistency::PAYLOAD::DATA.name, python.rootplot.tree2hists.Plot.name, cond::persistency::PAYLOAD::STREAMER_INFO.name, cond::persistency::PAYLOAD::VERSION.name, cond::persistency::PAYLOAD::INSERTION_TIME.name, PhysicsTools::TreeReader::Value.name, classes.MonitorData.name, PhysicsTools::ProcessRegistry< Base_t, CalibBase_t, Parent_t >.name, HistogramManager.name, classes.OutputData.name, BPHDecayToResResBuilderBase::DZSelect.name, Crystal.name, h2DSegm.name, options.HLTProcessOptions.name, cond::persistency::IOV::TAG_NAME.name, cond::persistency::IOV::SINCE.name, cond::persistency::IOV::PAYLOAD_HASH.name, cond::persistency::IOV::INSERTION_TIME.name, DQMNet::WaitObject.name, core.TriggerBitAnalyzer.TriggerBitAnalyzer.name, python.rootplot.utilities.Hist.name, AlpgenParameterName.name, config.Analyzer.name, geometry.Structure.name, core.autovars.NTupleSubObject.name, Capsule.name, core.autovars.NTupleObject.name, Ceramic.name, SiStripMonitorDigi.name, PhysicsTools::Variable.name, config.Service.name, BulkSilicon.name, APD.name, core.autovars.NTupleCollection.name, BPHRecoBuilder::BPHRecoSource.name, nanoaod::FlatTable::Column.name, BPHRecoBuilder::BPHCompSource.name, StraightTrackAlignment::RPSetPlots.name, cond::persistency::TAG_AUTHORIZATION::TAG_NAME.name, lutNN::LutNeuronLayerFixedPoint< input_I, input_F, inputSize, lut_I, lut_F, neurons, output_I >.name, cond::persistency::TAG_AUTHORIZATION::ACCESS_TYPE.name, cond::persistency::TAG_AUTHORIZATION::CREDENTIAL.name, cond::persistency::TAG_AUTHORIZATION::CREDENTIAL_TYPE.name, InnerLayerVolume.name, cond::payloadInspector::TagReference.name, NanoAODDQM::SelGroupConfig.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, cond::persistency::TAG_LOG::USER_TEXT.name, lutNN::LutNetworkFixedPointRegression2Outputs< input_I, input_F, inputSize, layer1_lut_I, layer1_lut_F, layer1_neurons, layer1_output_I, layer2_input_I, layer2_lut_I, layer2_lut_F, layer2_neurons, layer3_input_I, layer3_0_inputCnt, layer3_0_lut_I, layer3_0_lut_F, output0_I, output0_F, layer3_1_inputCnt, layer3_1_lut_I, layer3_1_lut_F, output1_I, output1_F >.name, personalPlayback.FrameworkJob.name, Grid.name, trklet::TrackletConfigBuilder::DTCinfo.name, Grille.name, BackPipe.name, plotscripts.SawTeethFunction.name, PatchPanel.name, BackCoolTank.name, DryAirTube.name, python.rootplot.utilities.RootFile.name, crabFunctions.CrabTask.name, MBCoolTube.name, MBManif.name, cscdqm::ParHistoDef.name, hTMaxCell.name, and SummaryOutputProducer::GenericSummary.name.

    def _reformat_cut_definitions(self, working_points):
        new_definitions = dict()
        for wpname, definitions in working_points.items():
            new_definitions[wpname] = dict()
            for name, cut in definitions.cuts.items():
                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

passed()

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

return true if ele passes wp

Definition at line 78 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

logistic_transform

FWLite.WorkingPoints.logistic_transform

Definition at line 65 of file FWLite.py.

Referenced by FWLite.WorkingPoints.passed().

name

FWLite.WorkingPoints.name

Definition at line 62 of file FWLite.py.

Referenced by dirstructure.Directory.__create_pie_image(), DisplayManager.DisplayManager.__del__(), dqm_interfaces.DirID.__eq__(), dirstructure.Directory.__get_full_path(), dirstructure.Comparison.__get_img_name(), dirstructure.Comparison.__make_image(), dirstructure.Directory.__repr__(), dqm_interfaces.DirID.__repr__(), dirstructure.Comparison.__repr__(), config.CFG.__str__(), FWLite.WorkingPoints._reformat_cut_definitions(), dirstructure.Directory.calcStats(), validation.Sample.digest(), DisplayManager.DisplayManager.Draw(), utils.StatisticalTest.get_status(), VIDSelectorBase.VIDSelectorBase.initialize(), and dirstructure.Directory.print_report().

tag

FWLite.WorkingPoints.tag

Definition at line 63 of file FWLite.py.

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

working_points

FWLite.WorkingPoints.working_points

Definition at line 64 of file FWLite.py.

Referenced by FWLite.WorkingPoints.passed().