Functions
def	custom_2dclustering_constrainedtopological (process, distance=constrTopological_C2d_params.dR_cluster, seed_threshold=constrTopological_C2d_params.seeding_threshold_silicon, cluster_threshold=constrTopological_C2d_params.clustering_threshold_silicon#MipT)

def	custom_2dclustering_distance (process, distance=distance_C2d_params.dR_cluster, seed_threshold=distance_C2d_params.seeding_threshold_silicon, cluster_threshold=distance_C2d_params.clustering_threshold_silicon#MipT)

def	custom_2dclustering_dummy (process)

def	custom_2dclustering_topological (process, seed_threshold=topological_C2d_params.seeding_threshold_silicon, cluster_threshold=topological_C2d_params.clustering_threshold_silicon#MipT)

def	custom_3dclustering_clusteringRadiusLayerbyLayerFixedEta (process, distance_coefficientA=dr_layerbylayer)

def	custom_3dclustering_clusteringRadiusLayerbyLayerVariableEta (process, distance_coefficientA=dr_layerbylayer, distance_coefficientB=dr_layerbylayer_Bcoefficient)

def	custom_3dclustering_clusteringRadiusNoLayerDependenceFixedEta (process, distance_coefficientA=0.03)

def	custom_3dclustering_clusteringRadiusNoLayerDependenceVariableEta (process, distance_coefficientA=0.03, distance_coefficientB=0.02)

def	custom_3dclustering_dbscan (process, distance=dbscan_C3d_params.dist_dbscan_multicluster, min_points=dbscan_C3d_params.minN_dbscan_multicluster)

def	custom_3dclustering_distance (process, distance=distance_C3d_params.dR_multicluster)

def	custom_3dclustering_EnergySplitAssociation (process)

def	custom_3dclustering_histoInterpolatedMax1stOrder (process, distance=histoInterpolatedMax_C3d_params.dR_multicluster, nBins_R=histoInterpolatedMax_C3d_params.nBins_R_histo_multicluster, nBins_Phi=histoInterpolatedMax_C3d_params.nBins_Phi_histo_multicluster, binSumsHisto=histoInterpolatedMax_C3d_params.binSumsHisto, seed_threshold=histoInterpolatedMax_C3d_params.threshold_histo_multicluster)

def	custom_3dclustering_histoInterpolatedMax2ndOrder (process, distance=histoInterpolatedMax_C3d_params.dR_multicluster, nBins_R=histoInterpolatedMax_C3d_params.nBins_R_histo_multicluster, nBins_Phi=histoInterpolatedMax_C3d_params.nBins_Phi_histo_multicluster, binSumsHisto=histoInterpolatedMax_C3d_params.binSumsHisto, seed_threshold=histoInterpolatedMax_C3d_params.threshold_histo_multicluster)

def	custom_3dclustering_histoMax (process, distance=histoMax_C3d_params.dR_multicluster, nBins_R=histoMax_C3d_params.nBins_R_histo_multicluster, nBins_Phi=histoMax_C3d_params.nBins_Phi_histo_multicluster, binSumsHisto=histoMax_C3d_params.binSumsHisto, seed_threshold=histoMax_C3d_params.threshold_histo_multicluster)

def	custom_3dclustering_histoMax_variableDr (process, distances=histoMaxVariableDR_C3d_params.dR_multicluster_byLayer_coefficientA, nBins_R=histoMaxVariableDR_C3d_params.nBins_R_histo_multicluster, nBins_Phi=histoMaxVariableDR_C3d_params.nBins_Phi_histo_multicluster, binSumsHisto=histoMaxVariableDR_C3d_params.binSumsHisto, seed_threshold=histoMaxVariableDR_C3d_params.threshold_histo_multicluster)

def	custom_3dclustering_histoSecondaryMax (process, distance=histoSecondaryMax_C3d_params.dR_multicluster, threshold=histoSecondaryMax_C3d_params.threshold_histo_multicluster, nBins_R=histoSecondaryMax_C3d_params.nBins_R_histo_multicluster, nBins_Phi=histoSecondaryMax_C3d_params.nBins_Phi_histo_multicluster, binSumsHisto=histoSecondaryMax_C3d_params.binSumsHisto)

def	custom_3dclustering_histoThreshold (process, distance=histoThreshold_C3d_params.dR_multicluster, nBins_R=histoThreshold_C3d_params.nBins_R_histo_multicluster, nBins_Phi=histoThreshold_C3d_params.nBins_Phi_histo_multicluster, binSumsHisto=histoThreshold_C3d_params.binSumsHisto, seed_threshold=histoThreshold_C3d_params.threshold_histo_multicluster)

def	custom_3dclustering_nearestNeighbourAssociation (process)

def	set_histomax_params (parameters_c3d, distance, nBins_R, nBins_Phi, binSumsHisto, seed_threshold)

def	set_threshold_params (pset, seed_threshold, cluster_threshold)

Function Documentation

def customClustering.custom_2dclustering_constrainedtopological	(	process,
		distance = `constrTopological_C2d_params.dR_cluster`,
		seed_threshold = `constrTopological_C2d_params.seeding_threshold_silicon`,
		cluster_threshold = `constrTopological_C2d_params.clustering_threshold_silicon # MipT`
	)

Definition at line 52 of file customClustering.py.

References set_threshold_params().

Referenced by custom_2dclustering_topological().

                                                ):
     parameters_c2d = constrTopological_C2d_params.clone(dR_cluster = distance)
     set_threshold_params(parameters_c2d, seed_threshold, cluster_threshold)
     process.hgcalBackEndLayer1Producer.ProcessorParameters.C2d_parameters = parameters_c2d
     return process
 
 

def customClustering.custom_2dclustering_distance	(	process,
		distance = `distance_C2d_params.dR_cluster`,
		seed_threshold = `distance_C2d_params.seeding_threshold_silicon`,
		cluster_threshold = `distance_C2d_params.clustering_threshold_silicon # MipT`
	)

Definition at line 31 of file customClustering.py.

References custom_2dclustering_topological(), and set_threshold_params().

Referenced by set_threshold_params().

                                  ):
     parameters_c2d = distance_C2d_params.clone(dR_cluster = distance)
     set_threshold_params(parameters_c2d, seed_threshold, cluster_threshold)
     process.hgcalBackEndLayer1Producer.ProcessorParameters.C2d_parameters = parameters_c2d
     return process
 
 

def customClustering.custom_2dclustering_dummy ( process )

Definition at line 59 of file customClustering.py.

References custom_3dclustering_distance().

 def custom_2dclustering_dummy(process):
     process.hgcalBackEndLayer1Producer.ProcessorParameters.C2d_parameters = dummy_C2d_params.clone()
     return process
 
 

def customClustering.custom_2dclustering_topological	(	process,
		seed_threshold = `topological_C2d_params.seeding_threshold_silicon`,
		cluster_threshold = `topological_C2d_params.clustering_threshold_silicon # MipT`
	)

Definition at line 41 of file customClustering.py.

References custom_2dclustering_constrainedtopological(), and set_threshold_params().

Referenced by custom_2dclustering_distance().

                                     ):
     parameters_c2d = topological_C2d_params.clone()
     set_threshold_params(parameters_c2d, seed_threshold, cluster_threshold)
     process.hgcalBackEndLayer1Producer.ProcessorParameters.C2d_parameters = parameters_c2d
     return process
 
 

def customClustering.custom_3dclustering_clusteringRadiusLayerbyLayerFixedEta	(	process,
		distance_coefficientA = `dr_layerbylayer`
	)

Definition at line 185 of file customClustering.py.

References custom_3dclustering_clusteringRadiusNoLayerDependenceFixedEta().

Referenced by custom_3dclustering_clusteringRadiusLayerbyLayerVariableEta().

                                                              distance_coefficientA=dr_layerbylayer):
     parameters_c3d = process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters
     parameters_c3d.dR_multicluster_byLayer_coefficientA = distance_coefficientA
     parameters_c3d.dR_multicluster_byLayer_coefficientB = cms.vdouble( [0]*(MAX_LAYERS+1) )
     return process
 

def customClustering.custom_3dclustering_clusteringRadiusLayerbyLayerVariableEta	(	process,
		distance_coefficientA = `dr_layerbylayer`,
		distance_coefficientB = `dr_layerbylayer_Bcoefficient`
	)

Definition at line 177 of file customClustering.py.

References custom_3dclustering_clusteringRadiusLayerbyLayerFixedEta().

Referenced by custom_3dclustering_histoThreshold().

                                                                 distance_coefficientB=dr_layerbylayer_Bcoefficient):
     parameters_c3d = process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters
     parameters_c3d.dR_multicluster_byLayer_coefficientA = distance_coefficientA
     parameters_c3d.dR_multicluster_byLayer_coefficientB = distance_coefficientB
     return process
 
 

def customClustering.custom_3dclustering_clusteringRadiusNoLayerDependenceFixedEta	(	process,
		distance_coefficientA = `0.03`
	)

Definition at line 192 of file customClustering.py.

References custom_3dclustering_clusteringRadiusNoLayerDependenceVariableEta().

Referenced by custom_3dclustering_clusteringRadiusLayerbyLayerFixedEta().

                                                                   distance_coefficientA=0.03):
     parameters_c3d = process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters
     parameters_c3d.dR_multicluster_byLayer_coefficientA = cms.vdouble( [distance_coefficientA]*(MAX_LAYERS+1) )
     parameters_c3d.dR_multicluster_byLayer_coefficientB = cms.vdouble( [0]*(MAX_LAYERS+1) )
     return process
 

def customClustering.custom_3dclustering_clusteringRadiusNoLayerDependenceVariableEta	(	process,
		distance_coefficientA = `0.03`,
		distance_coefficientB = `0.02`
	)

Definition at line 200 of file customClustering.py.

Referenced by custom_3dclustering_clusteringRadiusNoLayerDependenceFixedEta().

                                                                      distance_coefficientB=0.02):
     parameters_c3d = process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters
     parameters_c3d.dR_multicluster_byLayer_coefficientA = cms.vdouble( [distance_coefficientA]*(MAX_LAYERS+1) )
     parameters_c3d.dR_multicluster_byLayer_coefficientB = cms.vdouble( [distance_coefficientB]*(MAX_LAYERS+1) )
     return process
 
 

def customClustering.custom_3dclustering_dbscan	(	process,
		distance = `dbscan_C3d_params.dist_dbscan_multicluster`,
		min_points = `dbscan_C3d_params.minN_dbscan_multicluster`
	)

Definition at line 75 of file customClustering.py.

Referenced by custom_3dclustering_distance().

                                ):
     parameters_c3d = dbscan_C3d_params.clone(
             dist_dbscan_multicluster = distance,
             minN_dbscan_multicluster = min_points
             )
     process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters = parameters_c3d
     return process
 
 

def customClustering.custom_3dclustering_distance	(	process,
		distance = `distance_C3d_params.dR_multicluster`
	)

Definition at line 66 of file customClustering.py.

References custom_3dclustering_dbscan().

Referenced by custom_2dclustering_dummy().

                                  ):
     parameters_c3d = distance_C3d_params.clone(dR_multicluster = distance)
     process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters = parameters_c3d
     return process
 
 

def customClustering.custom_3dclustering_EnergySplitAssociation ( process )

Definition at line 213 of file customClustering.py.

 def custom_3dclustering_EnergySplitAssociation(process):
 
     parameters_c3d = process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters
     parameters_c3d.cluster_association = cms.string('EnergySplit')
     return process

def customClustering.custom_3dclustering_histoInterpolatedMax1stOrder	(	process,
		distance = `histoInterpolatedMax_C3d_params.dR_multicluster`,
		nBins_R = `histoInterpolatedMax_C3d_params.nBins_R_histo_multicluster`,
		nBins_Phi = `histoInterpolatedMax_C3d_params.nBins_Phi_histo_multicluster`,
		binSumsHisto = `histoInterpolatedMax_C3d_params.binSumsHisto`,
		seed_threshold = `histoInterpolatedMax_C3d_params.threshold_histo_multicluster`
	)

Definition at line 139 of file customClustering.py.

References custom_3dclustering_histoInterpolatedMax2ndOrder(), and set_histomax_params().

Referenced by custom_3dclustering_histoMax_variableDr().

                                                      ):
     parameters_c3d = histoInterpolatedMax_C3d_params.clone(
             neighbour_weights = neighbour_weights_1stOrder
             )
     set_histomax_params(parameters_c3d, distance, nBins_R, nBins_Phi, binSumsHisto, seed_threshold)
     process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters = parameters_c3d
     return process
 
 

def customClustering.custom_3dclustering_histoInterpolatedMax2ndOrder	(	process,
		distance = `histoInterpolatedMax_C3d_params.dR_multicluster`,
		nBins_R = `histoInterpolatedMax_C3d_params.nBins_R_histo_multicluster`,
		nBins_Phi = `histoInterpolatedMax_C3d_params.nBins_Phi_histo_multicluster`,
		binSumsHisto = `histoInterpolatedMax_C3d_params.binSumsHisto`,
		seed_threshold = `histoInterpolatedMax_C3d_params.threshold_histo_multicluster`
	)

Definition at line 153 of file customClustering.py.

References custom_3dclustering_histoThreshold(), and set_histomax_params().

Referenced by custom_3dclustering_histoInterpolatedMax1stOrder().

                                                      seed_threshold=histoInterpolatedMax_C3d_params.threshold_histo_multicluster):
     parameters_c3d = histoInterpolatedMax_C3d_params.clone(
             neighbour_weights = neighbour_weights_2ndOrder
             )
     set_histomax_params(parameters_c3d, distance, nBins_R, nBins_Phi, binSumsHisto, seed_threshold)
     process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters = parameters_c3d
     return process
 
 

def customClustering.custom_3dclustering_histoMax	(	process,
		distance = `histoMax_C3d_params.dR_multicluster`,
		nBins_R = `histoMax_C3d_params.nBins_R_histo_multicluster`,
		nBins_Phi = `histoMax_C3d_params.nBins_Phi_histo_multicluster`,
		binSumsHisto = `histoMax_C3d_params.binSumsHisto`,
		seed_threshold = `histoMax_C3d_params.threshold_histo_multicluster`
	)

Definition at line 98 of file customClustering.py.

References custom_3dclustering_histoSecondaryMax(), and set_histomax_params().

Referenced by set_histomax_params().

                                  ):
     parameters_c3d = histoMax_C3d_params.clone()
     set_histomax_params(parameters_c3d, distance, nBins_R, nBins_Phi, binSumsHisto, seed_threshold)
     process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters = parameters_c3d
     return process
 
 

def customClustering.custom_3dclustering_histoMax_variableDr	(	process,
		distances = `histoMaxVariableDR_C3d_params.dR_multicluster_byLayer_coefficientA`,
		nBins_R = `histoMaxVariableDR_C3d_params.nBins_R_histo_multicluster`,
		nBins_Phi = `histoMaxVariableDR_C3d_params.nBins_Phi_histo_multicluster`,
		binSumsHisto = `histoMaxVariableDR_C3d_params.binSumsHisto`,
		seed_threshold = `histoMaxVariableDR_C3d_params.threshold_histo_multicluster`
	)

Definition at line 124 of file customClustering.py.

References custom_3dclustering_histoInterpolatedMax1stOrder(), and set_histomax_params().

Referenced by custom_3dclustering_histoSecondaryMax().

                                             ):
     parameters_c3d = histoMaxVariableDR_C3d_params.clone(
             dR_multicluster_byLayer_coefficientA = cms.vdouble(distances)
             )
     set_histomax_params(parameters_c3d, 0, nBins_R, nBins_Phi, binSumsHisto, seed_threshold)
     process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters = parameters_c3d
     return process
 
 

def customClustering.custom_3dclustering_histoSecondaryMax	(	process,
		distance = `histoSecondaryMax_C3d_params.dR_multicluster`,
		threshold = `histoSecondaryMax_C3d_params.threshold_histo_multicluster`,
		nBins_R = `histoSecondaryMax_C3d_params.nBins_R_histo_multicluster`,
		nBins_Phi = `histoSecondaryMax_C3d_params.nBins_Phi_histo_multicluster`,
		binSumsHisto = `histoSecondaryMax_C3d_params.binSumsHisto`
	)

Definition at line 111 of file customClustering.py.

References custom_3dclustering_histoMax_variableDr(), and set_histomax_params().

Referenced by custom_3dclustering_histoMax().

                                           ):
     parameters_c3d = histoSecondaryMax_C3d_params.clone()
     set_histomax_params(parameters_c3d, distance, nBins_R, nBins_Phi, binSumsHisto, threshold)
     process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters = parameters_c3d
     return process
 
 

def customClustering.custom_3dclustering_histoThreshold	(	process,
		distance = `histoThreshold_C3d_params.dR_multicluster`,
		nBins_R = `histoThreshold_C3d_params.nBins_R_histo_multicluster`,
		nBins_Phi = `histoThreshold_C3d_params.nBins_Phi_histo_multicluster`,
		binSumsHisto = `histoThreshold_C3d_params.binSumsHisto`,
		seed_threshold = `histoThreshold_C3d_params.threshold_histo_multicluster`
	)

Definition at line 168 of file customClustering.py.

References custom_3dclustering_clusteringRadiusLayerbyLayerVariableEta(), and set_histomax_params().

Referenced by custom_3dclustering_histoInterpolatedMax2ndOrder().

                                        ):
     parameters_c3d = histoThreshold_C3d_params.clone()
     set_histomax_params(parameters_c3d, distance, nBins_R, nBins_Phi, binSumsHisto, seed_threshold)
     process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters = parameters_c3d
     return process
 
 

def customClustering.custom_3dclustering_nearestNeighbourAssociation ( process )

Definition at line 207 of file customClustering.py.

 def custom_3dclustering_nearestNeighbourAssociation(process):
     parameters_c3d = process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters
     parameters_c3d.cluster_association = cms.string('NearestNeighbour')
 
     return process
 

def customClustering.set_histomax_params	(	parameters_c3d,
		distance,
		nBins_R,
		nBins_Phi,
		binSumsHisto,
		seed_threshold
	)

Definition at line 84 of file customClustering.py.

References custom_3dclustering_histoMax().

Referenced by clustering3d.create_histoInterpolatedMax1stOrder(), clustering3d.create_histoInterpolatedMax2ndOrder(), clustering3d.create_histoMax(), clustering3d.create_histoMax_variableDr(), clustering3d.create_histoThreshold(), custom_3dclustering_histoInterpolatedMax1stOrder(), custom_3dclustering_histoInterpolatedMax2ndOrder(), custom_3dclustering_histoMax(), custom_3dclustering_histoMax_variableDr(), custom_3dclustering_histoSecondaryMax(), and custom_3dclustering_histoThreshold().

 def set_histomax_params(parameters_c3d, distance, nBins_R, nBins_Phi, binSumsHisto, seed_threshold):
     parameters_c3d.dR_multicluster = distance
     parameters_c3d.nBins_R_histo_multicluster = nBins_R
     parameters_c3d.nBins_Phi_histo_multicluster = nBins_Phi
     parameters_c3d.binSumsHisto = binSumsHisto
     parameters_c3d.threshold_histo_multicluster = seed_threshold
 
 

def customClustering.set_threshold_params	(	pset,
		seed_threshold,
		cluster_threshold
	)

Definition at line 20 of file customClustering.py.

References custom_2dclustering_distance().

Referenced by clustering2d.create_constrainedtopological(), clustering2d.create_distance(), clustering2d.create_topological(), custom_2dclustering_constrainedtopological(), custom_2dclustering_distance(), and custom_2dclustering_topological().

 def set_threshold_params(pset, seed_threshold, cluster_threshold):
     pset.seeding_threshold_silicon = seed_threshold
     pset.seeding_threshold_scintillator = seed_threshold
     pset.clustering_threshold_silicon = cluster_threshold
     pset.clustering_threshold_scintillator = cluster_threshold
 
 

Functions

Function Documentation