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):
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 custom_3dclustering_histoInterpolatedMax2ndOrder(process,
nBins_X1=histoInterpolatedMax_C3d_params.nBins_X1_histo_multicluster,
nBins_X2=histoInterpolatedMax_C3d_params.nBins_X2_histo_multicluster,
binSumsHisto=histoInterpolatedMax_C3d_params.binSumsHisto,
seed_threshold=histoInterpolatedMax_C3d_params.threshold_histo_multicluster,
):
parameters_c3d = histoInterpolatedMax_C3d_params.clone(
neighbour_weights = neighbour_weights_2ndOrder
)
set_histomax_seeding_params(parameters_c3d, nBins_X1, nBins_X2, binSumsHisto,
seed_threshold)
process.hgcalBackEndLayer2Producer.ProcessorParameters.C3d_parameters.histoMax_C3d_seeding_parameters = parameters_c3d
return process
def __init__(self,
distance=histoMax_C3d_clustering_params.dR_multicluster,
nBins_X1=histoInterpolatedMax_C3d_params.nBins_X1_histo_multicluster,
nBins_X2=histoInterpolatedMax_C3d_params.nBins_X2_histo_multicluster,
binSumsHisto=histoInterpolatedMax_C3d_params.binSumsHisto,
seed_threshold=histoInterpolatedMax_C3d_params.threshold_histo_multicluster,
shape_threshold=histoMax_C3d_clustering_params.shape_threshold,
shape_distance=histoMax_C3d_clustering_params.shape_distance,
):
self.seeding_parameters = histoInterpolatedMax_C3d_params.clone(
neighbour_weights = neighbour_weights_2ndOrder
)
self.clustering_parameters = histoMax_C3d_clustering_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 create_histoInterpolatedMax1stOrder(
process,
inputs,
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,
shape_threshold=histoInterpolatedMax_C3d_params.shape_threshold,
):
producer = process.hgcalBackEndLayer2Producer.clone(
InputCluster=cms.InputTag(
'{}:HGCalBackendLayer1Processor2DClustering'.format(inputs)))
producer.ProcessorParameters.C3d_parameters = histoInterpolatedMax_C3d_params.clone(
neighbour_weights=neighbour_weights_1stOrder)
set_histomax_params(producer.ProcessorParameters.C3d_parameters, distance,
nBins_R, nBins_Phi, binSumsHisto, seed_threshold,
shape_threshold)
return producer
def create_histoInterpolatedMax2ndOrder(process, inputs,
distance=histoMax_C3d_clustering_params.dR_multicluster,
nBins_X1=histoInterpolatedMax_C3d_params.nBins_X1_histo_multicluster,
nBins_X2=histoInterpolatedMax_C3d_params.nBins_X2_histo_multicluster,
binSumsHisto=histoInterpolatedMax_C3d_params.binSumsHisto,
seed_threshold=histoInterpolatedMax_C3d_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_seeding_parameters = histoInterpolatedMax_C3d_params.clone(
neighbour_weights = neighbour_weights_2ndOrder
)
producer.ProcessorParameters.C3d_parameters.histoMax_C3d_clustering_parameters = histoMax_C3d_clustering_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.histoMax_C3d_clustering_parameters, distance, shape_threshold, shape_distance)
return producer
