Python HGCalTriggerChains Examples, L1Trigger.L1THGCalUtilities.hgcalTriggerChains.HGCalTriggerChains Python Examples

Example #1

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File: runNtuple_v10.6_geomv9.py Project: jheikkil/submission

process.FEVTDEBUGHLToutput_step = cms.EndPath(process.FEVTDEBUGHLToutput)

if doEmulatedTracks:
    process.load(
        "L1Trigger.TrackFindingTracklet.L1TrackletEmulationTracks_cff")
    process.TTTracksEmulation = cms.Path(process.L1TrackletEmulationTracks)

# ---------------------------------------------------------------------------
# here we define our custom chain for HGC TPs
from L1Trigger.L1THGCalUtilities.hgcalTriggerChains import HGCalTriggerChains
import L1Trigger.L1THGCalUtilities.vfe as vfe
import L1Trigger.L1THGCalUtilities.concentrator as concentrator
import L1Trigger.L1THGCalUtilities.clustering2d as clustering2d
import L1Trigger.L1THGCalUtilities.clustering3d as clustering3d

chain = HGCalTriggerChains()
chain.register_vfe("VFEfp7", vfe.create_compression)
chain.register_concentrator("tcTh", concentrator.create_threshold)
# chain.register_concentrator("sTC", concentrator.create_supertriggercell)
# chain.register_backend1("dRNNC2d", clustering2d.create_constrainedtopological)
chain.register_backend1("dummyC2d", clustering2d.create_dummy)
chain.register_backend2("histoMaxC3dVR",
                        clustering3d.create_histoMax_variableDr)
# chain.register_backend2("histoMaxC3dVRPhiBins", lambda p, i: clustering3d.create_histoMax_variableDr(p, i, nBins_Phi=108))
# chain.register_backend2("dRC3d", clustering3d.create_distance)
# chain.register_chain('VFEfp7', 'tcTh', 'dummyC2d', 'histoMaxC3d')
chain.register_chain('VFEfp7', 'tcTh', 'dummyC2d', 'histoMaxC3dVR')
# chain.register_chain('VFEfp7', 'tcTh', 'dummyC2d', 'histoMaxC3dVRPhiBins')
# chain.register_chain('VFEfp7', 'sTC', 'dummyC2d', 'histoMaxC3dVR')
# chain.register_chain('VFEfp7', 'tcTh', 'dRNNC2d', 'dRC3d')
# chain.register_chain('Floatingpoint7', 'Threshold', 'Dummy', 'Histothreshold')

Example #2

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# Other statements
from Configuration.AlCa.GlobalTag import GlobalTag
process.GlobalTag = GlobalTag(process.GlobalTag, 'auto:phase2_realistic', '')

# load HGCAL TPG simulation
process.load('L1Trigger.L1THGCal.hgcalTriggerPrimitives_cff')
process.load('L1Trigger.L1THGCalUtilities.hgcalTriggerNtuples_cff')
from L1Trigger.L1THGCalUtilities.hgcalTriggerChains import HGCalTriggerChains
import L1Trigger.L1THGCalUtilities.vfe as vfe
import L1Trigger.L1THGCalUtilities.concentrator as concentrator
import L1Trigger.L1THGCalUtilities.clustering2d as clustering2d
import L1Trigger.L1THGCalUtilities.clustering3d as clustering3d
import L1Trigger.L1THGCalUtilities.customNtuples as ntuple

chains = HGCalTriggerChains()
# Register algorithms
## VFE
chains.register_vfe("Floatingpoint8",
                    lambda p: vfe.create_compression(p, 4, 4, True))
## ECON
chains.register_concentrator("Supertriggercell",
                             concentrator.create_supertriggercell)
chains.register_concentrator("Threshold", concentrator.create_threshold)
## BE1
chains.register_backend1("Ref2d", clustering2d.create_constrainedtopological)
chains.register_backend1("Dummy", clustering2d.create_dummy)
## BE2
chains.register_backend2("Ref3d", clustering3d.create_distance)
chains.register_backend2("Histomax", clustering3d.create_histoMax)
chains.register_backend2(

Example #3

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File: runNtuple_v10.5.py Project: mcepeda/submission

process.load('SimCalorimetry.HcalTrigPrimProducers.hcaltpdigi_cff')
process.load('CalibCalorimetry.CaloTPG.CaloTPGTranscoder_cfi')

# Path and EndPath definitions
process.L1simulation_step = cms.Path(process.SimL1Emulator)
process.endjob_step = cms.EndPath(process.endOfProcess)
# process.FEVTDEBUGHLToutput_step = cms.EndPath(process.FEVTDEBUGHLToutput)

from L1Trigger.L1THGCalUtilities.hgcalTriggerChains import HGCalTriggerChains
import L1Trigger.L1THGCalUtilities.vfe as vfe
import L1Trigger.L1THGCalUtilities.concentrator as concentrator
import L1Trigger.L1THGCalUtilities.clustering2d as clustering2d
import L1Trigger.L1THGCalUtilities.clustering3d as clustering3d

chain = HGCalTriggerChains()
chain.register_vfe("VFEfp7", vfe.create_compression)
chain.register_concentrator("tcTh", concentrator.create_threshold)
chain.register_concentrator("sTC", concentrator.create_supertriggercell)

chain.register_backend1("dRNNC2d", clustering2d.create_constrainedtopological)
chain.register_backend1("dummyC2d", clustering2d.create_dummy)

chain.register_backend2("histoMaxC3dVR",
                        clustering3d.create_histoMax_variableDr)
chain.register_backend2(
    "histoMaxC3dVRPhiBins",
    lambda p, i: clustering3d.create_histoMax_variableDr(p, i, nBins_Phi=108))

chain.register_backend2("dRC3d", clustering3d.create_distance)

Example #4

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# load HGCAL TPG simulation
process.load('L1Trigger.L1THGCal.hgcalTriggerPrimitives_cff')
process.load('L1Trigger.L1THGCalUtilities.HGC3DClusterGenMatchSelector_cff')
process.load('L1Trigger.L1THGCalUtilities.hgcalTriggerNtuples_cff')
from L1Trigger.L1THGCalUtilities.hgcalTriggerChains import HGCalTriggerChains
import L1Trigger.L1THGCalUtilities.vfe as vfe
import L1Trigger.L1THGCalUtilities.concentrator as concentrator
import L1Trigger.L1THGCalUtilities.clustering2d as clustering2d
import L1Trigger.L1THGCalUtilities.clustering3d as clustering3d
import L1Trigger.L1THGCalUtilities.selectors as selectors
import L1Trigger.L1THGCalUtilities.customNtuples as ntuple

# Change seed position to energy weigted barycenter
process.histoMax_C3d_params.seed_position = cms.string('TCWeighted')

chains = HGCalTriggerChains()
# Register algorithms
## VFE
chains.register_vfe("Floatingpoint8",
                    lambda p: vfe.create_compression(p, 4, 4, True))
## ECON
chains.register_concentrator("Supertriggercell",
                             concentrator.create_supertriggercell)
chains.register_concentrator(
    "Supertriggercell4444fixed",
    lambda p, i: concentrator.create_supertriggercell(
        p, i, stcSize=cms.vuint32(4, 8, 8, 8), fixedDataSizePerHGCROC=True))
chains.register_concentrator(
    "Equalshare", lambda p, i: concentrator.create_supertriggercell(
        p,
        i,

Example #5

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File: testHGCalL1T_multialgo_cfg.py Project: Moanwar/cmssw

# Other statements
from Configuration.AlCa.GlobalTag import GlobalTag
process.GlobalTag = GlobalTag(process.GlobalTag, 'auto:phase2_realistic', '')

# load HGCAL TPG simulation
process.load('L1Trigger.L1THGCal.hgcalTriggerPrimitives_cff')
process.load('L1Trigger.L1THGCalUtilities.hgcalTriggerNtuples_cff')
from L1Trigger.L1THGCalUtilities.hgcalTriggerChains import HGCalTriggerChains
import L1Trigger.L1THGCalUtilities.vfe as vfe
import L1Trigger.L1THGCalUtilities.concentrator as concentrator
import L1Trigger.L1THGCalUtilities.clustering2d as clustering2d
import L1Trigger.L1THGCalUtilities.clustering3d as clustering3d
import L1Trigger.L1THGCalUtilities.customNtuples as ntuple


chains = HGCalTriggerChains()
# Register algorithms
## VFE
chains.register_vfe("Floatingpoint8", lambda p : vfe.create_compression(p, 4, 4, True))
## ECON
chains.register_concentrator("Supertriggercell", concentrator.create_supertriggercell)
chains.register_concentrator("Threshold", concentrator.create_threshold)
## BE1
chains.register_backend1("Ref2d", clustering2d.create_constrainedtopological)
chains.register_backend1("Dummy", clustering2d.create_dummy)
## BE2
chains.register_backend2("Ref3d", clustering3d.create_distance)
chains.register_backend2("Histomax", clustering3d.create_histoMax)
chains.register_backend2("Histomaxvardrth0", lambda p,i : clustering3d.create_histoMax_variableDr(p,i,seed_threshold=0.))
chains.register_backend2("Histomaxvardrth10", lambda p,i : clustering3d.create_histoMax_variableDr(p,i,seed_threshold=10.))
chains.register_backend2("Histomaxvardrth20", lambda p,i : clustering3d.create_histoMax_variableDr(p,i,seed_threshold=20.))

Example #6

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File: testHGCalL1T_multialgo_with_truth_cfg.py Project: p2l1pfp/cmssw

                              '')

# load HGCAL TPG simulation
process.load('L1Trigger.L1THGCal.hgcalTriggerPrimitives_cff')
process.load('L1Trigger.L1THGCalUtilities.HGC3DClusterGenMatchSelector_cff')
process.load('L1Trigger.L1THGCalUtilities.hgcalTriggerNtuples_cff')
from L1Trigger.L1THGCalUtilities.hgcalTriggerChains import HGCalTriggerChains
import L1Trigger.L1THGCalUtilities.vfe as vfe
import L1Trigger.L1THGCalUtilities.concentrator as concentrator
import L1Trigger.L1THGCalUtilities.truth_prod as truth_prod
import L1Trigger.L1THGCalUtilities.clustering2d as clustering2d
import L1Trigger.L1THGCalUtilities.clustering3d as clustering3d
import L1Trigger.L1THGCalUtilities.selectors as selectors
import L1Trigger.L1THGCalUtilities.customNtuples as ntuple

chains = HGCalTriggerChains()
# Register algorithms
## VFE
chains.register_vfe("Floatingpoint", vfe.create_vfe)
## TRUTH PRODUCER
chains.register_truth_prod("TruthProd", truth_prod.create_truth_prod)
## BE1
chains.register_backend1("TruthDummy", clustering2d.create_truth_dummy)
## BE2
chains.register_backend2("Histomax", clustering3d.create_histoMax)
# Register selector
chains.register_selector("Genmatch", selectors.create_genmatch)
# Register ntuples
ntuple_list = ['event', 'gen', 'multiclusters']
chains.register_ntuple("Genclustersntuple",
                       lambda p, i: ntuple.create_ntuple(p, i, ntuple_list))

Example #7

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File: produce_ntuple_th_bc_xyseed_reduced_genmatch_v9_cfg.py Project: PFCal-dev/HGCTPGNtupleProduction

# load HGCAL TPG simulation
process.load('L1Trigger.L1THGCal.hgcalTriggerPrimitives_cff')
process.load('L1Trigger.L1THGCalUtilities.HGC3DClusterGenMatchSelector_cff')
process.load('L1Trigger.L1THGCalUtilities.hgcalTriggerNtuples_cff')
from L1Trigger.L1THGCalUtilities.hgcalTriggerChains import HGCalTriggerChains
import L1Trigger.L1THGCalUtilities.vfe as vfe
import L1Trigger.L1THGCalUtilities.concentrator as concentrator
import L1Trigger.L1THGCalUtilities.clustering2d as clustering2d
import L1Trigger.L1THGCalUtilities.clustering3d as clustering3d
import L1Trigger.L1THGCalUtilities.selectors as selectors
import L1Trigger.L1THGCalUtilities.customNtuples as ntuple

# Change seed position to energy weigted barycenter
process.histoMax_C3d_params.seed_position = cms.string('TCWeighted')

chains = HGCalTriggerChains()
# Register algorithms
## VFE
chains.register_vfe("Floatingpoint8",
        lambda p : vfe.create_compression(p, 4, 4, True))
## ECON
chains.register_concentrator("Threshold",
        concentrator.create_threshold)
chains.register_concentrator('Threshold0',
        lambda p,i :concentrator.create_threshold(p,i,
            threshold_silicon=0.,threshold_scintillator=0.))
chains.register_concentrator('Threshold1',
        lambda p,i :concentrator.create_threshold(p,i,
            threshold_silicon=1.,threshold_scintillator=1.))
chains.register_concentrator("Bestchoice",
        concentrator.create_bestchoice)

Example #8

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File: produce_ntuple_multialgos_reduced_genmatch_v9_cfg.py Project: PFCal-dev/HGCTPGNtupleProduction

process.GlobalTag = GlobalTag(process.GlobalTag, 'auto:phase2_realistic', '')

# load HGCAL TPG simulation
process.load('L1Trigger.L1THGCal.hgcalTriggerPrimitives_cff')
process.load('L1Trigger.L1THGCalUtilities.HGC3DClusterGenMatchSelector_cff')
process.load('L1Trigger.L1THGCalUtilities.hgcalTriggerNtuples_cff')
process.ntuple_multiclusters.FillLayerInfo = cms.bool(True)
from L1Trigger.L1THGCalUtilities.hgcalTriggerChains import HGCalTriggerChains
import L1Trigger.L1THGCalUtilities.vfe as vfe
import L1Trigger.L1THGCalUtilities.concentrator as concentrator
import L1Trigger.L1THGCalUtilities.clustering2d as clustering2d
import L1Trigger.L1THGCalUtilities.clustering3d as clustering3d
import L1Trigger.L1THGCalUtilities.selectors as selectors
import L1Trigger.L1THGCalUtilities.customNtuples as ntuple

chains = HGCalTriggerChains()
# Register algorithms
## VFE
chains.register_vfe("Floatingpoint8",
                    lambda p: vfe.create_compression(p, 4, 4, True))
chains.register_vfe("Floatingpoint7",
                    lambda p: vfe.create_compression(p, 4, 3, True))
## ECON
chains.register_concentrator("Supertriggercell",
                             concentrator.create_supertriggercell)
chains.register_concentrator("Threshold", concentrator.create_threshold)
chains.register_concentrator("Bestchoice", concentrator.create_bestchoice)
chains.register_concentrator(
    "Supertriggercell4444Fixed",
    lambda p, i: concentrator.create_supertriggercell(
        p, i, stcSize=cms.vuint32(4, 8, 8, 8), fixedDataSizePerHGCROC=True))

Example #9

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File: testHGCalL1T_multialgo_V11_cfg.py Project: wweiphy/cmssw

process.GlobalTag = GlobalTag(process.GlobalTag, 'auto:phase2_realistic_T15',
                              '')

# load HGCAL TPG simulation
process.load('L1Trigger.L1THGCal.hgcalTriggerPrimitives_cff')
process.load('L1Trigger.L1THGCalUtilities.HGC3DClusterGenMatchSelector_cff')
process.load('L1Trigger.L1THGCalUtilities.hgcalTriggerNtuples_cff')
from L1Trigger.L1THGCalUtilities.hgcalTriggerChains import HGCalTriggerChains
import L1Trigger.L1THGCalUtilities.vfe as vfe
import L1Trigger.L1THGCalUtilities.concentrator as concentrator
import L1Trigger.L1THGCalUtilities.clustering2d as clustering2d
import L1Trigger.L1THGCalUtilities.clustering3d as clustering3d
import L1Trigger.L1THGCalUtilities.selectors as selectors
import L1Trigger.L1THGCalUtilities.customNtuples as ntuple

chains = HGCalTriggerChains()
# Register algorithms
## VFE
chains.register_vfe("Floatingpoint", vfe.CreateVfe())
## ECON
chains.register_concentrator("Supertriggercell",
                             concentrator.CreateSuperTriggerCell())
chains.register_concentrator("Threshold", concentrator.CreateThreshold())
chains.register_concentrator("Bestchoice", concentrator.CreateBestChoice())
chains.register_concentrator("AutoEncoder", concentrator.CreateAutoencoder())
## BE1
chains.register_backend1("Dummy", clustering2d.CreateDummy())
## BE2
chains.register_backend2("Histomax", clustering3d.CreateHistoMax())
# Register selector
chains.register_selector("Genmatch", selectors.CreateGenMatch())

Example #10

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# load HGCAL TPG simulation
process.load('L1Trigger.L1THGCal.hgcalTriggerPrimitives_cff')

process.load('L1Trigger.L1THGCalUtilities.HGC3DClusterGenMatchSelector_cff')
process.load('L1Trigger.L1THGCalUtilities.hgcalTriggerNtuples_cff')
from L1Trigger.L1THGCalUtilities.hgcalTriggerChains import HGCalTriggerChains
import L1Trigger.L1THGCalUtilities.vfe as vfe
import L1Trigger.L1THGCalUtilities.concentrator as concentrator
import L1Trigger.L1THGCalUtilities.truth_prod as truth_prod
import L1Trigger.L1THGCalUtilities.clustering2d as clustering2d
import L1Trigger.L1THGCalUtilities.clustering3d as clustering3d
import L1Trigger.L1THGCalUtilities.selectors as selectors
import L1Trigger.L1THGCalUtilities.customNtuples as ntuple

chains = HGCalTriggerChains()
# Register algorithms
## VFE
chains.register_vfe("Floatingpoint8",
                    lambda p: vfe.create_compression(p, 4, 4, True))
## TRUTH PRODUCER
chains.register_truth_prod("TruthProd", truth_prod.create_truth_prod)
## BE1
chains.register_backend1("TruthDummy", clustering2d.create_truth_dummy)
## BE2
chains.register_backend2("Histomax", clustering3d.create_histoMax)
chains.register_backend2(
    "Histomaxvardrth0", lambda p, i: clustering3d.create_histoMax_variableDr(
        p, i, seed_threshold=0.))
chains.register_backend2(
    "Histomaxvardrth10", lambda p, i: clustering3d.create_histoMax_variableDr(

Example #11

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from Configuration.AlCa.GlobalTag import GlobalTag
process.GlobalTag = GlobalTag(process.GlobalTag, 'auto:phase2_realistic', '')

# load HGCAL TPG simulation
process.load('L1Trigger.L1THGCal.hgcalTriggerPrimitives_cff')
process.load('L1Trigger.L1THGCalUtilities.HGC3DClusterGenMatchSelector_cff')
process.load('L1Trigger.L1THGCalUtilities.hgcalTriggerNtuples_cff')
from L1Trigger.L1THGCalUtilities.hgcalTriggerChains import HGCalTriggerChains
import L1Trigger.L1THGCalUtilities.vfe as vfe
import L1Trigger.L1THGCalUtilities.concentrator as concentrator
import L1Trigger.L1THGCalUtilities.clustering2d as clustering2d
import L1Trigger.L1THGCalUtilities.clustering3d as clustering3d
import L1Trigger.L1THGCalUtilities.selectors as selectors
import L1Trigger.L1THGCalUtilities.customNtuples as ntuple

chains = HGCalTriggerChains()
# Register algorithms
## VFE
chains.register_vfe("Floatingpoint", vfe.create_vfe)
## ECON
chains.register_concentrator("Supertriggercell",
                             concentrator.create_supertriggercell)
chains.register_concentrator("Threshold", concentrator.create_threshold)
chains.register_concentrator("Bestchoice", concentrator.create_bestchoice)
## BE1
chains.register_backend1("Dummy", clustering2d.create_dummy)
## BE2
chains.register_backend2("Histomax", clustering3d.create_histoMax)
# Register selector
chains.register_selector("Genmatch", selectors.create_genmatch)
# Register ntuples

Example #12

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from Configuration.AlCa.GlobalTag import GlobalTag
process.GlobalTag = GlobalTag(process.GlobalTag, 'auto:phase2_realistic', '')

# load HGCAL TPG simulation
process.load('L1Trigger.L1THGCal.hgcalTriggerPrimitives_cff')
process.load('L1Trigger.L1THGCalUtilities.HGC3DClusterGenMatchSelector_cff')
process.load('L1Trigger.L1THGCalUtilities.hgcalTriggerNtuples_cff')
from L1Trigger.L1THGCalUtilities.hgcalTriggerChains import HGCalTriggerChains
import L1Trigger.L1THGCalUtilities.vfe as vfe
import L1Trigger.L1THGCalUtilities.concentrator as concentrator
import L1Trigger.L1THGCalUtilities.clustering2d as clustering2d
import L1Trigger.L1THGCalUtilities.clustering3d as clustering3d
import L1Trigger.L1THGCalUtilities.selectors as selectors
import L1Trigger.L1THGCalUtilities.customNtuples as ntuple

chains = HGCalTriggerChains()
# Register algorithms
## VFE
chains.register_vfe("Floatingpoint8",
                    lambda p: vfe.create_compression(p, 4, 4, True))
## ECON
chains.register_concentrator("Supertriggercell",
                             concentrator.create_supertriggercell)
chains.register_concentrator("Threshold", concentrator.create_threshold)
chains.register_concentrator("Bestchoice", concentrator.create_bestchoice)
## BE1
chains.register_backend1("Dummy", clustering2d.create_dummy)
## BE2
chains.register_backend2("Histomax", clustering3d.create_histoMax)
chains.register_backend2(
    "Histomaxvardrth0", lambda p, i: clustering3d.create_histoMax_variableDr(

Example #13

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File: hgcal_l1t_ntupliser_v9_cfg.py Project: jonathon-langford/hgcal_l1t_egid

# Other statements
from Configuration.AlCa.GlobalTag import GlobalTag
process.GlobalTag = GlobalTag(process.GlobalTag, 'auto:phase2_realistic', '')

# load HGCAL TPG simulation
process.load('L1Trigger.L1THGCal.hgcalTriggerPrimitives_cff')
process.load('L1Trigger.L1THGCalUtilities.hgcalTriggerNtuples_cff')
from L1Trigger.L1THGCalUtilities.hgcalTriggerChains import HGCalTriggerChains
import L1Trigger.L1THGCalUtilities.vfe as vfe
import L1Trigger.L1THGCalUtilities.concentrator as concentrator
import L1Trigger.L1THGCalUtilities.clustering2d as clustering2d
import L1Trigger.L1THGCalUtilities.clustering3d as clustering3d
import L1Trigger.L1THGCalUtilities.customNtuples as ntuple

chains = HGCalTriggerChains()
# Register algorithms
## VFE
chains.register_vfe("Floatingpoint8",
                    lambda p: vfe.create_compression(p, 4, 4, True))
## ECON
chains.register_concentrator("Threshold", concentrator.create_threshold)
chains.register_concentrator("Supertriggercell",
                             concentrator.create_supertriggercell)
## BE1
chains.register_backend1("Dummy", clustering2d.create_dummy)
## BE2
chains.register_backend2(
    "Histomaxvardr",
    lambda p, i: clustering3d.create_histoMax_variableDr(p, i))
# Register ntuples