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

custom_2dclustering_constrainedtopological()

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 49 of file customClustering.py.

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

References set_threshold_params().

custom_2dclustering_distance()

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 28 of file customClustering.py.

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

References set_threshold_params().

custom_2dclustering_dummy()

def customClustering.custom_2dclustering_dummy

(

process

)

Definition at line 60 of file customClustering.py.

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

custom_2dclustering_topological()

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 39 of file customClustering.py.

def custom_2dclustering_topological(process,
                                    seed_threshold=topological_C2d_params.seeding_threshold_silicon,  # MipT
                                    cluster_threshold=topological_C2d_params.clustering_threshold_silicon  # MipT
                                    ):
    parameters_c2d = topological_C2d_params.clone()
    set_threshold_params(parameters_c2d, seed_threshold, cluster_threshold)
    process.hgcalBackEndLayer1Producer.ProcessorParameters.C2d_parameters = parameters_c2d
    return process
 
 

References set_threshold_params().

custom_3dclustering_clusteringRadiusLayerbyLayerFixedEta()

def customClustering.custom_3dclustering_clusteringRadiusLayerbyLayerFixedEta	(		process,
			distance_coefficientA = dr_layerbylayer
	)

Definition at line 127 of file customClustering.py.

def custom_3dclustering_clusteringRadiusLayerbyLayerFixedEta(process,
                                                             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
 

custom_3dclustering_clusteringRadiusLayerbyLayerVariableEta()

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

Definition at line 118 of file customClustering.py.

def custom_3dclustering_clusteringRadiusLayerbyLayerVariableEta(process,
                                                                distance_coefficientA=dr_layerbylayer,
                                                                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
 
 

custom_3dclustering_clusteringRadiusNoLayerDependenceFixedEta()

def customClustering.custom_3dclustering_clusteringRadiusNoLayerDependenceFixedEta	(		process,
			distance_coefficientA = 0.03
	)

Definition at line 134 of file customClustering.py.

def custom_3dclustering_clusteringRadiusNoLayerDependenceFixedEta(process,
                                                                  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
 

custom_3dclustering_clusteringRadiusNoLayerDependenceVariableEta()

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

Definition at line 141 of file customClustering.py.

def custom_3dclustering_clusteringRadiusNoLayerDependenceVariableEta(process,
                                                                     distance_coefficientA=0.03,
                                                                     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
 
 

custom_3dclustering_dbscan()

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

Definition at line 73 of file customClustering.py.

def custom_3dclustering_dbscan(process,
                               distance=dbscan_C3d_params.dist_dbscan_multicluster,
                               min_points=dbscan_C3d_params.minN_dbscan_multicluster
                               ):
    parameters_c3d = dbscan_C3d_params.clone(
            dist_dbscan_multicluster = distance,
            minN_dbscan_multicluster = min_points
            )
    process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters = parameters_c3d
    return process
 
 

custom_3dclustering_distance()

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

Definition at line 65 of file customClustering.py.

def custom_3dclustering_distance(process,
                                 distance=distance_C3d_params.dR_multicluster
                                 ):
    parameters_c3d = distance_C3d_params.clone(dR_multicluster = distance)
    process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters = parameters_c3d
    return process
 
 

custom_3dclustering_EnergySplitAssociation()

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

custom_3dclustering_fixedRadius()

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 95 of file customClustering.py.

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
                                ):
    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
 
 

References set_histomax_clustering_params().

custom_3dclustering_nearestNeighbourAssociation()

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
 

custom_3dclustering_variableDr()

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 106 of file customClustering.py.

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
                                            ):
    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
 
 

References set_histomax_clustering_params().

set_histomax_clustering_params()

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

Definition at line 85 of file customClustering.py.

def set_histomax_clustering_params(parameters_c3d,
                        distance,
                        shape_threshold,
                        shape_distance
                        ):
    parameters_c3d.dR_multicluster = distance
    parameters_c3d.shape_threshold = shape_threshold
    parameters_c3d.shape_distance = shape_distance
 
 

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

set_threshold_params()

def customClustering.set_threshold_params	(		pset,
			seed_threshold,
			cluster_threshold
	)

Definition at line 21 of file customClustering.py.

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
 
 

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