TrigTauRecConfig Namespace Reference

Functions
def	trigTauRecMergedPrecisionMVACfg (flags, name='', inputRoIs='', tracks='')
def	trigTauRecMergedCaloOnlyMVACfg (flags)

Variables
	flags
	Files
	acc
	withDetails
	True
	summariseProps

Function Documentation

trigTauRecMergedCaloOnlyMVACfg()

def TrigTauRecConfig.trigTauRecMergedCaloOnlyMVACfg

(

flags

)

Definition at line 101 of file TrigTauRecConfig.py.

def trigTauRecMergedCaloOnlyMVACfg(flags):
    from AthenaConfiguration.ComponentAccumulator import ComponentAccumulator
 
    acc = ComponentAccumulator()
 
    tools = []
 
    from AthenaConfiguration.ComponentFactory import CompFactory
 
    # Set seedcalo energy scale (Full RoI)
    tools.append(CompFactory.JetSeedBuilder())
 
    # Set LC energy scale (0.2 cone) and intermediate axis (corrected for vertex: useless at trigger)
    tools.append(CompFactory.TauAxisSetter(ClusterCone=0.2, VertexCorrection=False))
 
    # Decorate the clusters
    tools.append(CompFactory.TauClusterFinder(UseOriginalCluster=False)) # TODO: use JetRec.doVertexCorrection once available
    tools.append(CompFactory.TauVertexedClusterDecorator(SeedJet=''))
 
    # Calculate cell-based quantities: strip variables, EM and Had energies/radii, centFrac, isolFrac and ring energies
    from AthenaCommon.SystemOfUnits import GeV
    tools.append(CompFactory.TauCellVariables(StripEthreshold=0.2*GeV, CellCone=0.2, VertexCorrection = False))
 
    # Compute MVA TES (ATR-17649), stores MVA TES as the default tau pt
    tools.append(CompFactory.MvaTESVariableDecorator(Key_vertexInputContainer='', EventShapeKey='', VertexCorrection=False))
    acc.addPublicTool(tools[-1])
    tools.append(CompFactory.MvaTESEvaluator(WeightFileName=flags.Trigger.Offline.Tau.MvaTESConfig))
    acc.addPublicTool(tools[-1])
 
    for tool in tools:
        tool.inTrigger = True
        tool.calibFolder = flags.Trigger.Offline.Tau.tauRecToolsCVMFSPath
 
 
    from TrigEDMConfig.TriggerEDM import recordable
    from TrigTauRec.TrigTauRecMonitoring import tauMonitoringCaloOnlyMVA
 
    alg = CompFactory.TrigTauRecMerged("TrigTauRecMerged_TauCaloOnlyMVA",
                                       CommonTools = tools,
                                       MonTool     = tauMonitoringCaloOnlyMVA(flags),
                                       InputRoIs                   = 'UpdatedCaloRoI',
                                       InputCaloClusterContainer   = 'HLT_TopoCaloClustersLC',
                                       InputVertexContainer        = '',
                                       InputTauTrackContainer      = '',
                                       InputTauJetContainer        = '',
                                       OutputTauTrackContainer     = 'HLT_tautrack_dummy',
                                       OutputTauJetContainer       = 'HLT_TrigTauRecMerged_CaloMVAOnly',
                                       OutputJetSeed               = recordable('HLT_jet_seed'),
                                       )
 
    acc.addEventAlgo(alg)
 
    return acc
 
 
 

trigTauRecMergedPrecisionMVACfg()

def TrigTauRecConfig.trigTauRecMergedPrecisionMVACfg	(		flags,
			name = '',
			inputRoIs = '',
			tracks = ''
	)

Definition at line 3 of file TrigTauRecConfig.py.

def trigTauRecMergedPrecisionMVACfg(flags, name='', inputRoIs='', tracks=''):
    from AthenaConfiguration.ComponentAccumulator import ComponentAccumulator
    acc = ComponentAccumulator()
 
    from TrigEDMConfig.TriggerEDM import recordable
    trigTauJetOutputContainer   = recordable(f'HLT_TrigTauRecMerged_{name}')
    trigTauTrackOutputContainer = recordable(f'HLT_tautrack_{name}')
 
    # The TauJet reconstruction handled by a set of tools, executed in the following order:
    vftools = []        # Vertex Finder tools
    tools_beforetf = [] # Common tools, ran before the Track Finder tools
    tftools = []        # Track Finder tools
    tools = []          # Common tools
    vvtools = []        # Vertex Vars tools
    idtools = []        # ID tools
 
 
    from TrigTauRec.TrigTauToolsConfig import trigTauVertexFinderCfg, trigTauTrackFinderCfg, tauVertexVariablesCfg
    from AthenaConfiguration.ComponentFactory import CompFactory
 
    # Associate RoI vertex or Beamspot to the tau - don't use TJVA
    vftools.append(acc.popToolsAndMerge(trigTauVertexFinderCfg(flags, name='TrigTau_TauVertexFinder')))
    
    # Set LC energy scale (0.2 cone) and intermediate axis (corrected for vertex: useless at trigger)       
    tools_beforetf.append(CompFactory.TauAxisSetter(name='TrigTau_TauAxis', VertexCorrection=False)) 
 
    # Associate tracks to the tau
    tftools.append(acc.popToolsAndMerge(trigTauTrackFinderCfg(flags, name='TrigTauTightDZ_TauTrackFinder', TrackParticlesContainer=tracks)))
 
    # Decorate the clusters
    tools.append(CompFactory.TauClusterFinder(name='TrigTau_TauClusterFinder', UseOriginalCluster=False))
    tools.append(CompFactory.TauVertexedClusterDecorator(name='TrigTau_TauVertexedClusterDecorator', SeedJet=''))
 
    # Calculate cell-based quantities: strip variables, EM and Had energies/radii, centFrac, isolFrac and ring energies
    tools.append(CompFactory.TauCellVariables(name='TrigTau_CellVariables', VertexCorrection=False))
 
    # Compute MVA TES (ATR-17649), stores MVA TES as default tau pt
    tools.append(CompFactory.MvaTESVariableDecorator(name='TrigTau_MvaTESVariableDecorator', Key_vertexInputContainer='', EventShapeKey='', VertexCorrection=False))
    acc.addPublicTool(tools[-1])
    tools.append(CompFactory.MvaTESEvaluator(name='TrigTau_MvaTESEvaluator', WeightFileName=flags.Trigger.Offline.Tau.MvaTESConfig))
    acc.addPublicTool(tools[-1])
 
    # Vertex variables
    vvtools.append(acc.popToolsAndMerge(tauVertexVariablesCfg(flags,name='TrigTau_TauVertexVariables')))
 
    # Variables combining tracking and calorimeter information
    idtools.append(CompFactory.TauCommonCalcVars(name='TrigTau_TauCommonCalcVars'))
 
    # Cluster-based sub-structure, with dRMax
    idtools.append(CompFactory.TauSubstructureVariables(name='TrigTau_TauSubstructure', VertexCorrection=False))
 
    # Tau ID and score flattenning
    if name in ['MVA', 'LLP', 'LRT']:
        # Use the LLP ID if we're running on a LLP or LRT chain
        use_LLP_ID = name in ['LLP', 'LRT']
 
        from TrigTauRec.TrigTauToolsConfig import trigTauJetRNNEvaluatorCfg, trigTauWPDecoratorJetRNNCfg
 
        # RNN/DeepSet ID
        idtools.append(acc.popToolsAndMerge(trigTauJetRNNEvaluatorCfg(flags, name='TrigTau_TauJetRNNEvaluator', LLP=use_LLP_ID)))
        acc.addPublicTool(idtools[-1])
 
        # Flattened ID score and WP
        idtools.append(acc.popToolsAndMerge(trigTauWPDecoratorJetRNNCfg(flags, name='TrigTau_TauWPDecoratorJetRNN', LLP=use_LLP_ID)))
        acc.addPublicTool(idtools[-1])
    else:
        raise ValueError(f'Invalid configuration: {name}')
 
    for tool in vftools + tools_beforetf + tftools + tools + vvtools + idtools:
        tool.inTrigger = True
        tool.calibFolder = flags.Trigger.Offline.Tau.tauRecToolsCVMFSPath
 
 
    from TrigTauRec.TrigTauRecMonitoring import tauMonitoringPrecisionMVA
 
    alg = CompFactory.TrigTauRecMerged(f'TrigTauRecMerged_TauPrecision_Precision{name}',
                                       VertexFinderTools   = vftools,
                                       CommonToolsBeforeTF = tools_beforetf,
                                       TrackFinderTools    = tftools,
                                       CommonTools         = tools,
                                       VertexVarsTools     = vvtools,
                                       IDTools             = idtools,
                                       MonTool             = tauMonitoringPrecisionMVA(flags),
                                       InputRoIs                   = inputRoIs,
                                       InputCaloClusterContainer   = '',
                                       InputVertexContainer        = flags.Tracking.ActiveConfig.vertex,
                                       InputTauTrackContainer      = 'HLT_tautrack_dummy',
                                       InputTauJetContainer        = 'HLT_TrigTauRecMerged_CaloMVAOnly',
                                       OutputTauTrackContainer     = trigTauTrackOutputContainer,
                                       OutputTauJetContainer       = trigTauJetOutputContainer,
                                       OutputJetSeed               = '',
                                       )
 
    acc.addEventAlgo(alg)
 
    return acc
 
 

Variable Documentation

acc

TrigTauRecConfig.acc

Definition at line 164 of file TrigTauRecConfig.py.

Files

TrigTauRecConfig.Files

Definition at line 161 of file TrigTauRecConfig.py.

flags

TrigTauRecConfig.flags

Definition at line 160 of file TrigTauRecConfig.py.

summariseProps

TrigTauRecConfig.summariseProps

Definition at line 165 of file TrigTauRecConfig.py.

True

TrigTauRecConfig.True

Definition at line 165 of file TrigTauRecConfig.py.

withDetails

TrigTauRecConfig.withDetails

Definition at line 165 of file TrigTauRecConfig.py.