File indexing completed on 2023-03-17 11:12:26
0001 import FWCore.ParameterSet.Config as cms
0002 from L1Trigger.L1THGCal.l1tHGCalBackEndLayer2Producer_cfi import distance_C3d_params, \
0003 dbscan_C3d_params, \
0004 histoMax_C3d_clustering_params, \
0005 histoMax_C3d_seeding_params, \
0006 histoMaxVariableDR_C3d_params, \
0007 histoMaxXYVariableDR_C3d_params, \
0008 histoSecondaryMax_C3d_params, \
0009 histoInterpolatedMax_C3d_params, \
0010 histoThreshold_C3d_params, \
0011 neighbour_weights_1stOrder, \
0012 neighbour_weights_2ndOrder
0013
0014 from L1Trigger.L1THGCal.customClustering import set_histomax_clustering_params
0015 from L1Trigger.L1THGCal.customHistoSeeding import set_histomax_seeding_params
0016
0017
0018 def create_distance(process, inputs,
0019 distance=distance_C3d_params.dR_multicluster
0020 ):
0021 producer = process.l1tHGCalBackEndLayer2Producer.clone(
0022 InputCluster = cms.InputTag(inputs)
0023 )
0024 producer.ProcessorParameters.C3d_parameters = distance_C3d_params.clone(
0025 dR_multicluster = distance
0026 )
0027 return producer
0028
0029
0030 def create_dbscan(process, inputs,
0031 distance=dbscan_C3d_params.dist_dbscan_multicluster,
0032 min_points=dbscan_C3d_params.minN_dbscan_multicluster
0033 ):
0034 producer = process.l1tHGCalBackEndLayer2Producer.clone(
0035 InputCluster = cms.InputTag(inputs)
0036 )
0037 producer.ProcessorParameters.C3d_parameters = dbscan_C3d_params.clone(
0038 dist_dbscan_multicluster = distance,
0039 minN_dbscan_multicluster = min_points
0040 )
0041 return producer
0042
0043
0044 class CreateHistoMax(object):
0045 def __init__(self,
0046 distance=histoMax_C3d_clustering_params.dR_multicluster,
0047 nBins_X1=histoMax_C3d_seeding_params.nBins_X1_histo_multicluster,
0048 nBins_X2=histoMax_C3d_seeding_params.nBins_X2_histo_multicluster,
0049 binSumsHisto=histoMax_C3d_seeding_params.binSumsHisto,
0050 seed_threshold=histoMax_C3d_seeding_params.threshold_histo_multicluster,
0051 shape_threshold=histoMax_C3d_clustering_params.shape_threshold,
0052 shape_distance=histoMax_C3d_clustering_params.shape_distance,
0053 ):
0054 self.clustering_parameters = histoMax_C3d_clustering_params.clone()
0055 self.seeding_parameters = histoMax_C3d_seeding_params.clone()
0056 set_histomax_seeding_params(self.seeding_parameters, nBins_X1, nBins_X2, binSumsHisto, seed_threshold)
0057 set_histomax_clustering_params(self.clustering_parameters, distance, shape_threshold, shape_distance)
0058
0059 def __call__(self, process, inputs):
0060 producer = process.l1tHGCalBackEndLayer2Producer.clone(
0061 InputCluster = cms.InputTag(inputs)
0062 )
0063 producer.ProcessorParameters.C3d_parameters.histoMax_C3d_clustering_parameters = self.clustering_parameters
0064 producer.ProcessorParameters.C3d_parameters.histoMax_C3d_seeding_parameters = self.seeding_parameters
0065 return producer
0066
0067
0068 class CreateHistoMaxVariableDr(object):
0069 def __init__(self,
0070 distances=histoMaxVariableDR_C3d_params.dR_multicluster_byLayer_coefficientA,
0071 nBins_X1=histoMax_C3d_seeding_params.nBins_X1_histo_multicluster,
0072 nBins_X2=histoMax_C3d_seeding_params.nBins_X2_histo_multicluster,
0073 binSumsHisto=histoMax_C3d_seeding_params.binSumsHisto,
0074 seed_threshold=histoMax_C3d_seeding_params.threshold_histo_multicluster,
0075 shape_threshold=histoMaxVariableDR_C3d_params.shape_threshold,
0076 shape_distance=histoMaxVariableDR_C3d_params.shape_distance,
0077 ):
0078 self.clustering_parameters= histoMax_C3d_clustering_params.clone(
0079 dR_multicluster_byLayer_coefficientA = distances
0080 )
0081 self.seeding_parameters = histoMax_C3d_seeding_params.clone()
0082 set_histomax_seeding_params(self.seeding_parameters, nBins_X1, nBins_X2, binSumsHisto, seed_threshold)
0083 set_histomax_clustering_params(self.clustering_parameters, 0, shape_threshold, shape_distance)
0084
0085 def __call__(self, process, inputs):
0086 producer = process.l1tHGCalBackEndLayer2Producer.clone(
0087 InputCluster = cms.InputTag(inputs)
0088 )
0089 producer.ProcessorParameters.C3d_parameters.histoMax_C3d_clustering_parameters = self.clustering_parameters
0090 producer.ProcessorParameters.C3d_parameters.histoMax_C3d_seeding_parameters = self.seeding_parameters
0091 return producer
0092
0093
0094 class CreateHistoMaxXYVariableDr(object):
0095 def __init__(self,
0096 distances=histoMaxVariableDR_C3d_params.dR_multicluster_byLayer_coefficientA,
0097 nBins_X1=histoMaxXYVariableDR_C3d_params.nBins_X1_histo_multicluster,
0098 nBins_X2=histoMaxXYVariableDR_C3d_params.nBins_X2_histo_multicluster,
0099 seed_threshold=histoMaxXYVariableDR_C3d_params.threshold_histo_multicluster,
0100 shape_threshold=histoMaxVariableDR_C3d_params.shape_threshold,
0101 shape_distance=histoMaxVariableDR_C3d_params.shape_distance,
0102 ):
0103 self.clustering_parameters = histoMax_C3d_clustering_params.clone(
0104 dR_multicluster_byLayer_coefficientA = distances
0105 )
0106 self.seeding_parameters = histoMaxXYVariableDR_C3d_params.clone()
0107 set_histomax_seeding_params(self.seeding_parameters, nBins_X1, nBins_X2, histoMaxXYVariableDR_C3d_params.binSumsHisto, seed_threshold)
0108 set_histomax_clustering_params(self.clustering_parameters, 0, shape_threshold, shape_distance)
0109
0110 def __call__(self, process, inputs):
0111 producer = process.l1tHGCalBackEndLayer2Producer.clone(
0112 InputCluster = cms.InputTag(inputs)
0113 )
0114 producer.ProcessorParameters.C3d_parameters.histoMax_C3d_clustering_parameters = self.clustering_parameters
0115 producer.ProcessorParameters.C3d_parameters.histoMax_C3d_seeding_parameters = self.seeding_parameters
0116 return producer
0117
0118
0119 class CreateHistoInterpolatedMax1stOrder(object):
0120 def __init__(self,
0121 distance=histoMax_C3d_clustering_params.dR_multicluster,
0122 nBins_X1=histoInterpolatedMax_C3d_params.nBins_X1_histo_multicluster,
0123 nBins_X2=histoInterpolatedMax_C3d_params.nBins_X2_histo_multicluster,
0124 binSumsHisto=histoInterpolatedMax_C3d_params.binSumsHisto,
0125 seed_threshold=histoInterpolatedMax_C3d_params.threshold_histo_multicluster,
0126 shape_threshold=histoMax_C3d_clustering_params.shape_threshold,
0127 shape_distance=histoMax_C3d_clustering_params.shape_distance,
0128 ):
0129 self.seeding_parameters = histoInterpolatedMax_C3d_params.clone(
0130 neighbour_weights = neighbour_weights_1stOrder
0131 )
0132 self.clustering_parameters = histoMax_C3d_clustering_params.clone()
0133 set_histomax_seeding_params(self.seeding_parameters, nBins_X1, nBins_X2, binSumsHisto, seed_threshold)
0134 set_histomax_clustering_params(self.clustering_parameters, distance, shape_threshold, shape_distance)
0135
0136 def __call__(self, process, inputs):
0137 producer = process.l1tHGCalBackEndLayer2Producer.clone(
0138 InputCluster = cms.InputTag(inputs)
0139 )
0140 producer.ProcessorParameters.C3d_parameters.histoMax_C3d_seeding_parameters = self.seeding_parameters
0141 producer.ProcessorParameters.C3d_parameters.histoMax_C3d_clustering_parameters = self.clustering_parameters
0142 return producer
0143
0144
0145 class CreateHistoInterpolatedMax2ndOrder(object):
0146 def __init__(self,
0147 distance=histoMax_C3d_clustering_params.dR_multicluster,
0148 nBins_X1=histoInterpolatedMax_C3d_params.nBins_X1_histo_multicluster,
0149 nBins_X2=histoInterpolatedMax_C3d_params.nBins_X2_histo_multicluster,
0150 binSumsHisto=histoInterpolatedMax_C3d_params.binSumsHisto,
0151 seed_threshold=histoInterpolatedMax_C3d_params.threshold_histo_multicluster,
0152 shape_threshold=histoMax_C3d_clustering_params.shape_threshold,
0153 shape_distance=histoMax_C3d_clustering_params.shape_distance,
0154 ):
0155 self.seeding_parameters = histoInterpolatedMax_C3d_params.clone(
0156 neighbour_weights = neighbour_weights_2ndOrder
0157 )
0158 self.clustering_parameters = histoMax_C3d_clustering_params.clone()
0159 set_histomax_seeding_params(self.seeding_parameters, nBins_X1, nBins_X2, binSumsHisto, seed_threshold)
0160 set_histomax_clustering_params(self.clustering_parameters, distance, shape_threshold, shape_distance)
0161
0162 def __call__(self, process, inputs):
0163 producer = process.l1tHGCalBackEndLayer2Producer.clone(
0164 InputCluster = cms.InputTag(inputs)
0165 )
0166 producer.ProcessorParameters.C3d_parameters.histoMax_C3d_seeding_parameters = self.seeding_parameters
0167 producer.ProcessorParameters.C3d_parameters.histoMax_C3d_clustering_parameters = self.clustering_parameters
0168 return producer
0169
0170
0171 class CreateHistoThreshold(object):
0172 def __init__(self,
0173 seed_threshold=histoThreshold_C3d_params.threshold_histo_multicluster,
0174 distance=histoMax_C3d_clustering_params.dR_multicluster,
0175 nBins_X1=histoThreshold_C3d_params.nBins_X1_histo_multicluster,
0176 nBins_X2=histoThreshold_C3d_params.nBins_X2_histo_multicluster,
0177 binSumsHisto=histoThreshold_C3d_params.binSumsHisto,
0178 shape_threshold=histoMax_C3d_clustering_params.shape_threshold,
0179 shape_distance=histoMax_C3d_clustering_params.shape_distance,
0180 ):
0181 self.seeding_parameters = histoThreshold_C3d_params.clone()
0182 self.clustering_parameters = histoMax_C3d_clustering_params.clone()
0183 set_histomax_seeding_params(self.seeding_parameters, nBins_X1, nBins_X2, binSumsHisto, seed_threshold)
0184 set_histomax_clustering_params(self.clustering_parameters, distance, shape_threshold, shape_distance)
0185
0186 def __call__(self, process, inputs):
0187 producer = process.l1tHGCalBackEndLayer2Producer.clone(
0188 InputCluster = cms.InputTag(inputs)
0189 )
0190 producer.ProcessorParameters.C3d_parameters.histoMax_C3d_seeding_parameters = self.seeding_parameters
0191 producer.ProcessorParameters.C3d_parameters.histoMax_C3d_clustering_parameters = self.clustering_parameters
0192 return producer
