clustering3d Namespace Reference

Functions
def	create_dbscan (process, inputs, distance=dbscan_C3d_params.dist_dbscan_multicluster, min_points=dbscan_C3d_params.minN_dbscan_multicluster)
def	create_distance (process, inputs, distance=distance_C3d_params.dR_multicluster)
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)
def	create_histoInterpolatedMax2ndOrder (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)
def	create_histoMax (process, inputs, distance=histoMax_C3d_params.dR_multicluster, nBins_R=histoMax_C3d_params.nBins_R_histo_multicluster, nBins_Phi=histoMax_C3d_params.nBins_Phi_histo_multicluster, binSumsHisto=histoMax_C3d_params.binSumsHisto, seed_threshold=histoMax_C3d_params.threshold_histo_multicluster)
def	create_histoMax_variableDr (process, inputs, distances=histoMaxVariableDR_C3d_params.dR_multicluster_byLayer_coefficientA, nBins_R=histoMaxVariableDR_C3d_params.nBins_R_histo_multicluster, nBins_Phi=histoMaxVariableDR_C3d_params.nBins_Phi_histo_multicluster, binSumsHisto=histoMaxVariableDR_C3d_params.binSumsHisto, seed_threshold=histoMaxVariableDR_C3d_params.threshold_histo_multicluster)
def	create_histoThreshold (process, inputs, threshold=histoThreshold_C3d_params.threshold_histo_multicluster, distance=histoThreshold_C3d_params.dR_multicluster, nBins_R=histoThreshold_C3d_params.nBins_R_histo_multicluster, nBins_Phi=histoThreshold_C3d_params.nBins_Phi_histo_multicluster, binSumsHisto=histoThreshold_C3d_params.binSumsHisto)

Function Documentation

def clustering3d.create_dbscan	(		process,
			inputs,
			distance = dbscan_C3d_params.dist_dbscan_multicluster,
			min_points = dbscan_C3d_params.minN_dbscan_multicluster
	)

Definition at line 30 of file clustering3d.py.

References create_histoMax().

Referenced by create_distance().

                  ):
    producer = process.hgcalBackEndLayer2Producer.clone(
            InputCluster = cms.InputTag('{}:HGCalBackendLayer1Processor2DClustering'.format(inputs))
            )
    producer.ProcessorParameters.C3d_parameters = dbscan_C3d_params.clone(
            dist_dbscan_multicluster = distance,
            minN_dbscan_multicluster = min_points
            )
    return producer

def clustering3d.create_distance	(		process,
			inputs,
			distance = distance_C3d_params.dR_multicluster
	)

Definition at line 17 of file clustering3d.py.

References create_dbscan().

                    ):
    producer = process.hgcalBackEndLayer2Producer.clone(
            InputCluster = cms.InputTag('{}:HGCalBackendLayer1Processor2DClustering'.format(inputs))
            )
    producer.ProcessorParameters.C3d_parameters = distance_C3d_params.clone(
            dR_multicluster = distance
            )
    return producer

def clustering3d.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
	)

Definition at line 79 of file clustering3d.py.

References create_histoInterpolatedMax2ndOrder(), and customClustering.set_histomax_params().

Referenced by create_histoMax_variableDr().

                                        ):
    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)
    return producer

def clustering3d.create_histoInterpolatedMax2ndOrder	(		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
	)

Definition at line 96 of file clustering3d.py.

References create_histoThreshold(), and customClustering.set_histomax_params().

Referenced by create_histoInterpolatedMax1stOrder().

                                        ):
    producer = process.hgcalBackEndLayer2Producer.clone(
            InputCluster = cms.InputTag('{}:HGCalBackendLayer1Processor2DClustering'.format(inputs))
            )
    producer.ProcessorParameters.C3d_parameters = histoInterpolatedMax_C3d_params.clone(
            neighbour_weights = neighbour_weights_2ndOrder
            )
    set_histomax_params(producer.ProcessorParameters.C3d_parameters, distance, nBins_R, nBins_Phi, binSumsHisto, seed_threshold)
    return producer

def clustering3d.create_histoMax	(		process,
			inputs,
			distance = histoMax_C3d_params.dR_multicluster,
			nBins_R = histoMax_C3d_params.nBins_R_histo_multicluster,
			nBins_Phi = histoMax_C3d_params.nBins_Phi_histo_multicluster,
			binSumsHisto = histoMax_C3d_params.binSumsHisto,
			seed_threshold = histoMax_C3d_params.threshold_histo_multicluster
	)

Definition at line 47 of file clustering3d.py.

References create_histoMax_variableDr(), and customClustering.set_histomax_params().

Referenced by create_dbscan().

                    ):
    producer = process.hgcalBackEndLayer2Producer.clone(
            InputCluster = cms.InputTag('{}:HGCalBackendLayer1Processor2DClustering'.format(inputs))
            )
    producer.ProcessorParameters.C3d_parameters = histoMax_C3d_params.clone()
    set_histomax_params(producer.ProcessorParameters.C3d_parameters, distance, nBins_R, nBins_Phi, binSumsHisto, seed_threshold)
    return producer

def clustering3d.create_histoMax_variableDr	(		process,
			inputs,
			distances = histoMaxVariableDR_C3d_params.dR_multicluster_byLayer_coefficientA,
			nBins_R = histoMaxVariableDR_C3d_params.nBins_R_histo_multicluster,
			nBins_Phi = histoMaxVariableDR_C3d_params.nBins_Phi_histo_multicluster,
			binSumsHisto = histoMaxVariableDR_C3d_params.binSumsHisto,
			seed_threshold = histoMaxVariableDR_C3d_params.threshold_histo_multicluster
	)

Definition at line 62 of file clustering3d.py.

References create_histoInterpolatedMax1stOrder(), and customClustering.set_histomax_params().

Referenced by create_histoMax().

                               ):
    producer = process.hgcalBackEndLayer2Producer.clone(
            InputCluster = cms.InputTag('{}:HGCalBackendLayer1Processor2DClustering'.format(inputs))
            )
    producer.ProcessorParameters.C3d_parameters = histoMax_C3d_params.clone(
            dR_multicluster_byLayer_coefficientA = distances
            )
    set_histomax_params(producer.ProcessorParameters.C3d_parameters, 0, nBins_R, nBins_Phi, binSumsHisto, seed_threshold)
    return producer

def clustering3d.create_histoThreshold	(		process,
			inputs,
			threshold = histoThreshold_C3d_params.threshold_histo_multicluster,
			distance = histoThreshold_C3d_params.dR_multicluster,
			nBins_R = histoThreshold_C3d_params.nBins_R_histo_multicluster,
			nBins_Phi = histoThreshold_C3d_params.nBins_Phi_histo_multicluster,
			binSumsHisto = histoThreshold_C3d_params.binSumsHisto
	)

Definition at line 113 of file clustering3d.py.

References customClustering.set_histomax_params().

Referenced by create_histoInterpolatedMax2ndOrder().

                          ):
    producer = process.hgcalBackEndLayer2Producer.clone(
            InputCluster = cms.InputTag('{}:HGCalBackendLayer1Processor2DClustering'.format(inputs))
            )
    producer.ProcessorParameters.C3d_parameters = histoThreshold_C3d_params.clone()
    set_histomax_params(producer.ProcessorParameters.C3d_parameters, distance, nBins_R, nBins_Phi, binSumsHisto, threshold)
    return producer

---

Generated for CMSSW Reference Manual by  1.8.11