customClustering Namespace Reference

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_fixedRadius (process, distance=histoMax_C3d_clustering_params.dR_multicluster, shape_threshold=histoMax_C3d_clustering_params.shape_threshold, shape_distance=histoMax_C3d_clustering_params.shape_distance)
def	custom_3dclustering_nearestNeighbourAssociation (process)
def	custom_3dclustering_variableDr (process, distances=histoMaxVariableDR_C3d_params.dR_multicluster_byLayer_coefficientA, shape_threshold=histoMaxVariableDR_C3d_params.shape_threshold, shape_distance=histoMaxVariableDR_C3d_params.shape_distance)
def	set_histomax_clustering_params (parameters_c3d, distance, shape_threshold, shape_distance)
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 53 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 32 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 60 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 42 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 128 of file customClustering.py.

References custom_3dclustering_clusteringRadiusNoLayerDependenceFixedEta().

Referenced by custom_3dclustering_clusteringRadiusLayerbyLayerVariableEta().

                                                             distance_coefficientA=dr_layerbylayer):
    parameters_c3d = process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters.histoMax_C3d_clustering_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 120 of file customClustering.py.

References custom_3dclustering_clusteringRadiusLayerbyLayerFixedEta().

Referenced by custom_3dclustering_variableDr().

                                                                distance_coefficientB=dr_layerbylayer_Bcoefficient):
    parameters_c3d = process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters.histoMax_C3d_clustering_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 135 of file customClustering.py.

References custom_3dclustering_clusteringRadiusNoLayerDependenceVariableEta().

Referenced by custom_3dclustering_clusteringRadiusLayerbyLayerFixedEta().

                                                                  distance_coefficientA=0.03):
    parameters_c3d = process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters.histoMax_C3d_clustering_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 143 of file customClustering.py.

Referenced by custom_3dclustering_clusteringRadiusNoLayerDependenceFixedEta().

                                                                     distance_coefficientB=0.02):
    parameters_c3d = process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters.histoMax_C3d_clustering_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 76 of file customClustering.py.

References set_histomax_clustering_params().

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 67 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 156 of file customClustering.py.

def custom_3dclustering_EnergySplitAssociation(process):

    parameters_c3d = process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters.histoMax_C3d_clustering_parameters
    parameters_c3d.cluster_association = cms.string('EnergySplit')
    return process

def customClustering.custom_3dclustering_fixedRadius	(		process,
			distance = histoMax_C3d_clustering_params.dR_multicluster,
			shape_threshold = histoMax_C3d_clustering_params.shape_threshold,
			shape_distance = histoMax_C3d_clustering_params.shape_distance
	)

Definition at line 99 of file customClustering.py.

References custom_3dclustering_variableDr(), and set_histomax_clustering_params().

Referenced by set_histomax_clustering_params().

                                ):
    parameters_c3d = histoMax_C3d_clustering_params.clone()
    set_histomax_clustering_params(parameters_c3d, distance, shape_threshold, shape_distance)
    process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters.histoMax_C3d_clustering_parameters = parameters_c3d
    return process

def customClustering.custom_3dclustering_nearestNeighbourAssociation

(

process

)

Definition at line 150 of file customClustering.py.

def custom_3dclustering_nearestNeighbourAssociation(process):
    parameters_c3d = process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters.histoMax_C3d_clustering_parameters
    parameters_c3d.cluster_association = cms.string('NearestNeighbour')

    return process

def customClustering.custom_3dclustering_variableDr	(		process,
			distances = histoMaxVariableDR_C3d_params.dR_multicluster_byLayer_coefficientA,
			shape_threshold = histoMaxVariableDR_C3d_params.shape_threshold,
			shape_distance = histoMaxVariableDR_C3d_params.shape_distance
	)

Definition at line 109 of file customClustering.py.

References custom_3dclustering_clusteringRadiusLayerbyLayerVariableEta(), and set_histomax_clustering_params().

Referenced by custom_3dclustering_fixedRadius().

                                            ):
    parameters_c3d = histoMaxVariableDR_C3d_params.clone(
            dR_multicluster_byLayer_coefficientA = cms.vdouble(distances)
            )
    set_histomax_clustering_params(parameters_c3d, 0, shape_threshold, shape_distance)
    process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters.histoMax_C3d_clustering_parameters = parameters_c3d
    return process

def customClustering.set_histomax_clustering_params	(		parameters_c3d,
			distance,
			shape_threshold,
			shape_distance
	)

Definition at line 89 of file customClustering.py.

References custom_3dclustering_fixedRadius().

Referenced by clustering3d.create_histoInterpolatedMax1stOrder(), clustering3d.create_histoInterpolatedMax2ndOrder(), clustering3d.create_histoMax(), clustering3d.create_histoMax_variableDr(), clustering3d.create_histoMaxXY_variableDr(), clustering3d.create_histoThreshold(), custom_3dclustering_dbscan(), custom_3dclustering_fixedRadius(), and custom_3dclustering_variableDr().

                        ):
    parameters_c3d.dR_multicluster = distance
    parameters_c3d.shape_threshold = shape_threshold
    parameters_c3d.shape_distance = shape_distance

def customClustering.set_threshold_params	(		pset,
			seed_threshold,
			cluster_threshold
	)

Definition at line 21 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

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