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
def __init__(self,
distance=histoMax_C3d_clustering_params.dR_multicluster,
nBins_X1=histoMax_C3d_seeding_params.nBins_X1_histo_multicluster,
nBins_X2=histoMax_C3d_seeding_params.nBins_X2_histo_multicluster,
binSumsHisto=histoMax_C3d_seeding_params.binSumsHisto,
seed_threshold=histoMax_C3d_seeding_params.threshold_histo_multicluster,
shape_threshold=histoMax_C3d_clustering_params.shape_threshold,
shape_distance=histoMax_C3d_clustering_params.shape_distance,
):
self.clustering_parameters = histoMax_C3d_clustering_params.clone()
self.seeding_parameters = histoMax_C3d_seeding_params.clone()
set_histomax_seeding_params(self.seeding_parameters, nBins_X1, nBins_X2, binSumsHisto, seed_threshold)
set_histomax_clustering_params(self.clustering_parameters, distance, shape_threshold, shape_distance)
def __init__(self,
distances=histoMaxVariableDR_C3d_params.dR_multicluster_byLayer_coefficientA,
nBins_X1=histoMaxXYVariableDR_C3d_params.nBins_X1_histo_multicluster,
nBins_X2=histoMaxXYVariableDR_C3d_params.nBins_X2_histo_multicluster,
seed_threshold=histoMaxXYVariableDR_C3d_params.threshold_histo_multicluster,
shape_threshold=histoMaxVariableDR_C3d_params.shape_threshold,
shape_distance=histoMaxVariableDR_C3d_params.shape_distance,
):
self.clustering_parameters = histoMax_C3d_clustering_params.clone(
dR_multicluster_byLayer_coefficientA = distances
)
self.seeding_parameters = histoMaxXYVariableDR_C3d_params.clone()
set_histomax_seeding_params(self.seeding_parameters, nBins_X1, nBins_X2, histoMaxXYVariableDR_C3d_params.binSumsHisto, seed_threshold)
set_histomax_clustering_params(self.clustering_parameters, 0, shape_threshold, shape_distance)
def create_histoMax(process, inputs,
distance=histoMax_C3d_clustering_params.dR_multicluster,
nBins_X1=histoMax_C3d_seeding_params.nBins_X1_histo_multicluster,
nBins_X2=histoMax_C3d_seeding_params.nBins_X2_histo_multicluster,
binSumsHisto=histoMax_C3d_seeding_params.binSumsHisto,
seed_threshold=histoMax_C3d_seeding_params.threshold_histo_multicluster,
shape_threshold=histoMax_C3d_clustering_params.shape_threshold,
shape_distance=histoMax_C3d_clustering_params.shape_distance,
):
producer = process.hgcalBackEndLayer2Producer.clone(
InputCluster = cms.InputTag('{}:HGCalBackendLayer1Processor2DClustering'.format(inputs))
)
producer.ProcessorParameters.C3d_parameters.histoMax_C3d_clustering_parameters = histoMax_C3d_clustering_params.clone()
producer.ProcessorParameters.C3d_parameters.histoMax_C3d_seeding_parameters = histoMax_C3d_seeding_params.clone()
set_histomax_seeding_params(producer.ProcessorParameters.C3d_parameters.histoMax_C3d_seeding_parameters, nBins_X1, nBins_X2, binSumsHisto,
seed_threshold)
set_histomax_clustering_params(producer.ProcessorParameters.C3d_parameters.histoMax_C3d_clustering_parameters, distance, shape_threshold, shape_distance)
return producer