python.JetAnalysisConfig.SmallRJetAnalysisConfig Class Reference

Inheritance diagram for python.JetAnalysisConfig.SmallRJetAnalysisConfig:

Collaboration diagram for python.JetAnalysisConfig.SmallRJetAnalysisConfig:

Public Member Functions
def	__init__ (self, containerName='', jetCollection='', jetInput='')
def	getUncertaintyToolSettings (self, config)
def	createUncertaintyTool (self, jetUncertaintiesAlg, config, jetCollectionName, doPseudoData=False)
def	makeAlgs (self, config)

Public Attributes
	systematicsModelJES
	systematicsModelJER
	jetCollection
	jetInput

Detailed Description

the ConfigBlock for the small-r jet sequence

Definition at line 97 of file JetAnalysisConfig.py.

Constructor & Destructor Documentation

__init__()

def python.JetAnalysisConfig.SmallRJetAnalysisConfig.__init__	(		self,
			containerName = '',
			jetCollection = '',
			jetInput = ''
	)

Definition at line 100 of file JetAnalysisConfig.py.

    def __init__ (self, containerName='', jetCollection='', jetInput='') :
        super (SmallRJetAnalysisConfig, self).__init__ ()
        self.addOption ('containerName', containerName, type=str,
            noneAction='error',
            info="the name of the output container after calibration.")
        self.addOption ('jetCollection', jetCollection, type=str,
            noneAction='error',
            info="the jet container to run on. It is interpreted to determine "
            "the correct config blocks to call for small- or large-R jets.")
        # TODO: add info string
        self.addOption ('jetInput', jetInput, type=str,
            noneAction='error',
            info="")
        self.addOption ('runJvtUpdate', False, type=bool,
            info="whether to update the JVT. The default is False.")
        self.addOption ('runNNJvtUpdate', False, type=bool,
            info="whether to update the NN-JVT. The default is False.")
        self.addOption ('runFJvtUpdate', False, type=bool,
            info="whether to update the forward JVT. The default is False.")
        self.addOption ('runJvtSelection', True, type=bool,
            info="whether to run JVT selection. The default is True.")
        self.addOption ('runFJvtSelection', False, type=bool,
            info="whether to run forward JVT selection. The default is False.")
        self.addOption ('jvtWP', "FixedEffPt", type=str,
            info="which Jvt WP to apply. The default is FixedEffPt.")
        self.addOption ('fJvtWP', "Loose", type=str,
            info="which fJvt WP to apply. The default is Loose.")
        self.addOption ('runJvtEfficiency', True, type=bool,
            info="whether to calculate the JVT efficiency. The default is True.")
        self.addOption ('runFJvtEfficiency', False, type=bool,
            info="whether to calculate the forward JVT efficiency. The default is False.")
        self.addOption ('systematicsModelJES', "Category", type=str,
            info="the NP reduction scheme to use for JES: All, Global, Category, "
            "Scenario. The default is Category.")
        self.addOption ('systematicsModelJER', "Full", type=str,
            info="the NP reduction scheme to use for JER: All, Full, Simple. The "
            "default is Full.")
        self.addOption ('runJERsystematicsOnData', False, type=bool,
            info="whether to run the All/Full JER model variations also on data samples. Expert option!")
        self.addOption ('recalibratePhyslite', True, type=bool,
            info="whether to run the CP::JetCalibrationAlg on PHYSLITE derivations. "
            "The default is True.")
        # Calibration tool options
        self.addOption ('calibToolConfigFile', None, type=str,
            info="name (str) of the config file to use for the jet calibration "
            "tool. Expert option to override JetETmiss recommendations. The "
            "default is None.")
        self.addOption ('calibToolCalibArea', None, type=str,
            info="name (str) of the CVMFS area to use for the jet calibration "
            "tool. Expert option to override JetETmiss recommendations. The "
            "default is None.")
        self.addOption ('calibToolCalibSeq', None, type=str,
            info="name (str) of the sequence to use for the jet calibration "
            "tool (e.g. 'JetArea_Residual_EtaJES_GSC'). Expert option to override "
            "JetETmiss recommendations. The default is None.")
        # Uncertainties tool options
        self.addOption ('uncertToolConfigPath', None, type=str,
            info="name (str) of the config file to use for the jet uncertainty "
            "tool. Expert option to override JetETmiss recommendations. The "
            "default is None.")
        self.addOption ('uncertToolCalibArea', None, type=str,
            info="name (str) of the CVMFS area to use for the jet uncertainty "
            "tool. Expert option to override JetETmiss recommendations. The "
            "default is None.")
        self.addOption ('uncertToolMCType', None, type=str,
            info="data type (str) to use for the jet uncertainty tool (e.g. "
            "'AF3' or 'MC16'). Expert option to override JetETmiss "
            "recommendations. The default is None.")
 
 

Member Function Documentation

createUncertaintyTool()

def python.JetAnalysisConfig.SmallRJetAnalysisConfig.createUncertaintyTool	(		self,
			jetUncertaintiesAlg,
			config,
			jetCollectionName,
			doPseudoData = False
	)

Definition at line 224 of file JetAnalysisConfig.py.

    def createUncertaintyTool(self, jetUncertaintiesAlg, config, jetCollectionName, doPseudoData=False):
 
        # Create an instance of JetUncertaintiesTool, following JetETmiss recommendations.
        # To run Jet Energy Resolution (JER) uncertainties in the "Full" or "All" schemes,
        # we need two sets of tools: one configured as normal (MC), the other with the
        # exact same settings but pretending to run on data (pseudo-data).
        # This is achieved by passing "isPseudoData=True" to the arguments.
 
        # Retrieve the common configuration settings
        configFile, calibArea, mcType = self.getUncertaintyToolSettings(config)
 
        # The main tool for all JES+JER combinations
        config.addPrivateTool( 'uncertaintiesTool', 'JetUncertaintiesTool' )
        jetUncertaintiesAlg.uncertaintiesTool.JetDefinition = jetCollectionName[:-4]
        jetUncertaintiesAlg.uncertaintiesTool.ConfigFile = configFile
        if calibArea is not None:
            jetUncertaintiesAlg.uncertaintiesTool.CalibArea = calibArea
        jetUncertaintiesAlg.uncertaintiesTool.MCType = mcType
        jetUncertaintiesAlg.uncertaintiesTool.IsData = (config.dataType() is DataType.Data)
        jetUncertaintiesAlg.uncertaintiesTool.PseudoDataJERsmearingMode = False
 
        if config.dataType() is DataType.Data and not (doPseudoData and self.runJERsystematicsOnData):
            # we don't want any systematics on data if we're not using the right JER model!
            jetUncertaintiesAlg.affectingSystematicsFilter = '.*'
        if config.dataType() is not DataType.Data and doPseudoData and not self.runJERsystematicsOnData:
            # The secondary tool for pseudo-data JER smearing
            config.addPrivateTool( 'uncertaintiesToolPD', 'JetUncertaintiesTool' )
            jetUncertaintiesAlg.uncertaintiesToolPD.JetDefinition = jetCollectionName[:-4]
            jetUncertaintiesAlg.uncertaintiesToolPD.ConfigFile = configFile
            if calibArea is not None:
                jetUncertaintiesAlg.uncertaintiesToolPD.CalibArea = calibArea
            jetUncertaintiesAlg.uncertaintiesToolPD.MCType = mcType
 
            # This is the part that is different!
            jetUncertaintiesAlg.uncertaintiesToolPD.IsData = True
            jetUncertaintiesAlg.uncertaintiesToolPD.PseudoDataJERsmearingMode = True
 
 

getUncertaintyToolSettings()

def python.JetAnalysisConfig.SmallRJetAnalysisConfig.getUncertaintyToolSettings	(		self,
			config
	)

Definition at line 170 of file JetAnalysisConfig.py.

    def getUncertaintyToolSettings(self, config):
 
        # Retrieve appropriate JES/JER recommendations for the JetUncertaintiesTool.
        # We do this separately from the tool declaration, as we may need to set uo
        # two such tools, but they have to be private.
 
        # Config file:
        config_file = None
        if self.systematicsModelJES == "All" and self.systematicsModelJER == "All":
            config_file = "R4_AllNuisanceParameters_AllJERNP.config"
        elif "Scenario" in self.systematicsModelJES:
            if self.systematicsModelJER != "Simple":
                raise ValueError(
                    "Invalid uncertainty configuration - Scenario* systematicsModelJESs can "
                    "only be used together with the Simple systematicsModelJER")
            config_file = "R4_{0}_SimpleJER.config".format(self.systematicsModelJES)
        elif self.systematicsModelJES in ["Global", "Category"] and self.systematicsModelJER in ["Simple", "Full"]:
            config_file = "R4_{0}Reduction_{1}JER.config".format(self.systematicsModelJES, self.systematicsModelJER)
        else:
            raise ValueError(
                "Invalid combination of systematicsModelJES and systematicsModelJER settings: "
                "systematicsModelJES: {0}, systematicsModelJER: {1}".format(self.systematicsModelJES, self.systematicsModelJER) )
 
        # Calibration area:
        calib_area = None
        if self.uncertToolCalibArea is not None:
            calib_area = self.uncertToolCalibArea
 
        # Expert override for config path:
        if self.uncertToolConfigPath is not None:
            config_file = self.uncertToolConfigPath
        else:
            if config.geometry() is LHCPeriod.Run2:
                config_file = "rel22/Summer2023_PreRec/" + config_file
            else:
                config_file = "rel22/Summer2024_PreRec/" + config_file
 
        # MC type:
        mc_type = None
        if self.uncertToolMCType is not None:
            mc_type = self.uncertToolMCType
        else:
            if config.dataType() is DataType.FastSim and config.geometry() is LHCPeriod.Run2:
                # not supported for Run 3 yet!
                mc_type = "AF3"
            else:
                if config.geometry() is LHCPeriod.Run2:
                    mc_type = "MC20"
                else:
                    mc_type = "MC23"
 
        return config_file, calib_area, mc_type
 
 

makeAlgs()

def python.JetAnalysisConfig.SmallRJetAnalysisConfig.makeAlgs	(		self,
			config
	)

Definition at line 262 of file JetAnalysisConfig.py.

    def makeAlgs (self, config) :
 
        jetCollectionName=self.jetCollection
        if(self.jetCollection=="AnalysisJets") :
            jetCollectionName="AntiKt4EMPFlowJets"
        if(self.jetCollection=="AnalysisLargeRJets") :
            jetCollectionName="AntiKt10UFOCSSKSoftDropBeta100Zcut10Jets"
 
        if self.jetInput not in ["EMTopo", "EMPFlow"]:
            raise ValueError(
                "Unsupported input type '{0}' for R=0.4 jets!".format(self.jetInput) )
 
        if self.jvtWP not in ["FixedEffPt"]:
            raise ValueError(
                "Unsupported NNJvt WP '{0}'".format(self.jvtWP) )
 
        if self.fJvtWP not in ["Loose", "Tight", "Tighter"]:
            raise ValueError(
                "Unsupported fJvt WP '{0}'".format(self.fJvtWP) )
 
        if not config.isPhyslite() or self.recalibratePhyslite:
            # Prepare the jet calibration algorithm
            alg = config.createAlgorithm( 'CP::JetCalibrationAlg', 'JetCalibrationAlg'+self.containerName )
            config.addPrivateTool( 'calibrationTool', 'JetCalibrationTool' )
            alg.calibrationTool.JetCollection = jetCollectionName[:-4]
            # Get the correct string to use in the config file name
            if self.jetInput == "EMPFlow":
                if config.geometry() is LHCPeriod.Run2:
                    configFile = "PreRec_R22_PFlow_ResPU_EtaJES_GSC_February23_230215.config"
                    alg.calibrationTool.CalibArea = "00-04-82"
                elif config.geometry() >= LHCPeriod.Run3:
                    configFile = "AntiKt4EMPFlow_MC23a_PreRecR22_Phase2_CalibConfig_ResPU_EtaJES_GSC_241208_InSitu.config"
                    alg.calibrationTool.CalibArea = "00-04-83"
            else:
                if config.dataType() is DataType.FastSim:
                    configFile = "JES_MC16Recommendation_AFII_{0}_Apr2019_Rel21.config"
                else:
                    configFile = "JES_MC16Recommendation_Consolidated_{0}_Apr2019_Rel21.config"
                configFile = configFile.format(self.jetInput)
            if self.calibToolCalibArea is not None:
                alg.calibrationTool.CalibArea = self.calibToolCalibArea
            if self.calibToolConfigFile is not None:
                configFile = self.calibToolConfigFile
            alg.calibrationTool.ConfigFile = configFile
            if config.dataType() is DataType.Data:
                alg.calibrationTool.CalibSequence = 'JetArea_Residual_EtaJES_GSC_Insitu'
            else:
                if self.jetInput == "EMPFlow":
                    alg.calibrationTool.CalibSequence = 'JetArea_Residual_EtaJES_GSC'
                else:
                    alg.calibrationTool.CalibSequence = 'JetArea_Residual_EtaJES_GSC_Smear'
            if self.calibToolCalibSeq is not None:
                alg.calibrationTool.CalibSequence = self.calibToolCalibSeq
            alg.calibrationTool.IsData = (config.dataType() is DataType.Data)
            alg.jets = config.readName (self.containerName)
            alg.jetsOut = config.copyName (self.containerName)
 
        # Jet uncertainties
        alg = config.createAlgorithm( 'CP::JetUncertaintiesAlg', 'JetUncertaintiesAlg'+self.containerName )
        self.createUncertaintyTool(alg, config, jetCollectionName, doPseudoData=( self.systematicsModelJER in ["Full","All"] ))
        alg.jets = config.readName (self.containerName)
        alg.jetsOut = config.copyName (self.containerName)
        alg.preselection = config.getPreselection (self.containerName, '')
 
        # Set up the JVT update algorithm:
        if self.runJvtUpdate :
            alg = config.createAlgorithm( 'CP::JvtUpdateAlg', 'JvtUpdateAlg'+self.containerName )
            config.addPrivateTool( 'jvtTool', 'JetVertexTaggerTool' )
            alg.jvtTool.JetContainer = self.jetCollection
            alg.jvtTool.SuppressInputDependence=True
            alg.jets = config.readName (self.containerName)
            alg.jetsOut = config.copyName (self.containerName)
            alg.preselection = config.getPreselection (self.containerName, '')
 
        if self.runNNJvtUpdate:
            assert self.jetInput=="EMPFlow", "NN JVT only defined for PFlow jets"
            alg = config.createAlgorithm( 'CP::JetDecoratorAlg', 'NNJvtUpdateAlg'+self.containerName )
            config.addPrivateTool( 'decorator', 'JetPileupTag::JetVertexNNTagger' )
            # Set this actually to the *output* collection
            alg.jets = config.readName (self.containerName)
            alg.jetsOut = config.copyName (self.containerName)
            alg.decorator.JetContainer = alg.jetsOut.replace ('%SYS%', 'NOSYS')
            alg.decorator.SuppressInputDependence=True
            alg.decorator.SuppressOutputDependence=True
 
        if self.runFJvtUpdate :
            alg = config.createAlgorithm( 'CP::JetModifierAlg', 'JetModifierAlg'+self.containerName )
            config.addPrivateTool( 'modifierTool', 'JetForwardJvtTool')
            alg.modifierTool.OutputDec = "passFJVT_internal" #Output decoration
            alg.modifierTool.FJVTName = "fJVT"
            # fJVT WPs depend on the MET WP
            # see https://twiki.cern.ch/twiki/bin/view/AtlasProtected/EtmissRecommendationsRel21p2#fJVT_and_MET
            alg.modifierTool.EtaThresh = 2.5 # Eta dividing central from forward jets
            alg.modifierTool.ForwardMaxPt = 120*GeV #Max Pt to define fwdJets for JVT
            alg.modifierTool.RenounceOutputs = True
            alg.jets = config.readName (self.containerName)
            alg.jetsOut = config.copyName (self.containerName)
 
        # Set up the jet efficiency scale factor calculation algorithm
        # Change the truthJetCollection property to AntiKt4TruthWZJets if preferred
        if self.runJvtSelection :
            assert self.jetInput=="EMPFlow", "NNJvt WPs and SFs only valid for PFlow jets"
            alg = config.createAlgorithm('CP::AsgSelectionAlg', f'JvtSelectionAlg{self.containerName}')
            config.addPrivateTool('selectionTool', 'CP::NNJvtSelectionTool')
            alg.selectionTool.JetContainer = config.readName(self.containerName)
            alg.selectionTool.WorkingPoint = self.jvtWP
            alg.selectionTool.MaxPtForJvt = 60*GeV
            alg.selectionDecoration = "jvt_selection,as_char"
            alg.particles = config.readName(self.containerName)
 
            if self.runJvtEfficiency and config.dataType() is not DataType.Data:
                alg = config.createAlgorithm( 'CP::JvtEfficiencyAlg', 'JvtEfficiencyAlg'+self.containerName )
                config.addPrivateTool( 'efficiencyTool', 'CP::NNJvtEfficiencyTool' )
                alg.efficiencyTool.JetContainer = config.readName(self.containerName)
                alg.efficiencyTool.MaxPtForJvt = 60*GeV
                alg.efficiencyTool.WorkingPoint = self.jvtWP
                if config.geometry() is LHCPeriod.Run2:
                    alg.efficiencyTool.SFFile = "JetJvtEfficiency/May2024/NNJvtSFFile_Run2_EMPFlow.root"
                else:
                    alg.efficiencyTool.SFFile = "JetJvtEfficiency/May2024/NNJvtSFFile_Run3_EMPFlow.root"
                alg.selection = 'jvt_selection,as_char'
                alg.scaleFactorDecoration = 'jvt_effSF_%SYS%'
                alg.outOfValidity = 2
                alg.outOfValidityDeco = 'no_jvt'
                alg.skipBadEfficiency = False
                alg.jets = config.readName (self.containerName)
                alg.preselection = config.getPreselection (self.containerName, '')
                config.addOutputVar (self.containerName, alg.scaleFactorDecoration, 'jvtEfficiency')
            config.addSelection (self.containerName, 'baselineJvt', 'jvt_selection,as_char', preselection=False)
 
        if self.runFJvtSelection :
            assert self.jetInput=="EMPFlow", "fJvt WPs and SFs only valid for PFlow jets"
            alg = config.createAlgorithm('CP::AsgSelectionAlg', f'FJvtSelectionAlg{self.containerName}')
            config.addPrivateTool('selectionTool', 'CP::FJvtSelectionTool')
            alg.selectionTool.JetContainer = config.readName(self.containerName)
            alg.selectionTool.WorkingPoint = self.fJvtWP
            alg.selectionDecoration = "fjvt_selection,as_char"
            alg.particles = config.readName(self.containerName)
 
            if self.runFJvtEfficiency and config.dataType() is not DataType.Data:
                alg = config.createAlgorithm( 'CP::JvtEfficiencyAlg', 'FJvtEfficiencyAlg'+self.containerName )
                config.addPrivateTool( 'efficiencyTool', 'CP::FJvtEfficiencyTool' )
                alg.efficiencyTool.JetContainer = config.readName(self.containerName)
                alg.efficiencyTool.WorkingPoint = self.fJvtWP
                if config.geometry() is LHCPeriod.Run2:
                    alg.efficiencyTool.SFFile = "JetJvtEfficiency/May2024/fJvtSFFile_Run2_EMPFlow.root"
                else:
                    alg.efficiencyTool.SFFile = "JetJvtEfficiency/May2024/fJvtSFFile_Run3_EMPFlow.root"
                alg.selection = 'fjvt_selection,as_char'
                alg.scaleFactorDecoration = 'fjvt_effSF_%SYS%'
                alg.outOfValidity = 2
                alg.outOfValidityDeco = 'no_fjvt'
                alg.skipBadEfficiency = False
                alg.jets = config.readName (self.containerName)
                alg.preselection = config.getPreselection (self.containerName, '')
                config.addOutputVar (self.containerName, alg.scaleFactorDecoration, 'fjvtEfficiency')
            config.addSelection (self.containerName, 'baselineFJvt', 'fjvt_selection,as_char', preselection=False)
 
        # Additional decorations
        alg = config.createAlgorithm( 'CP::AsgEnergyDecoratorAlg', 'EnergyDecorator' + self.containerName )
        alg.particles = config.readName (self.containerName)
 
        config.addOutputVar (self.containerName, 'e_%SYS%', 'e')
 
 

Member Data Documentation

jetCollection

python.JetAnalysisConfig.SmallRJetAnalysisConfig.jetCollection

Definition at line 265 of file JetAnalysisConfig.py.

jetInput

python.JetAnalysisConfig.SmallRJetAnalysisConfig.jetInput

Definition at line 288 of file JetAnalysisConfig.py.

systematicsModelJER

python.JetAnalysisConfig.SmallRJetAnalysisConfig.systematicsModelJER

Definition at line 178 of file JetAnalysisConfig.py.

systematicsModelJES

python.JetAnalysisConfig.SmallRJetAnalysisConfig.systematicsModelJES

Definition at line 178 of file JetAnalysisConfig.py.

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The documentation for this class was generated from the following file:

• JetAnalysisConfig.py