def installPhotonL2CaloRingerSelector_v1():
'''
This tuning is the very medium tuning which was adjusted to operate in the knee of the ROC curve given the best balance between PD and FR.
'''
from TrigEgammaEmulationTool import RingerSelectorTool
import os
calibpath = os.environ['PRT_PATH'] + '/trigger/data/zrad/TrigL2_20211102_v1'
def getPatterns(context):
def norm1(data):
return (data / abs(sum(data))).reshape((1, 100))
fc = context.getHandler("HLT__TrigEMClusterContainer")
rings = norm1(fc.ringsE())
return [rings]
hypos = [
RingerSelectorTool("T0HLTPhotonRingerTight_v1",
getPatterns,
ConfigFile=calibpath +
'/PhotonRingerTightTriggerConfig.conf'),
RingerSelectorTool("T0HLTPhotonRingerMedium_v1",
getPatterns,
ConfigFile=calibpath +
'/PhotonRingerMediumTriggerConfig.conf'),
RingerSelectorTool("T0HLTPhotonRingerLoose_v1",
getPatterns,
ConfigFile=calibpath +
'/PhotonRingerLooseTriggerConfig.conf'),
]
return attach(hypos)
def installLowEnergyElectronL2CaloRingerSelector_v1():
from TrigEgammaEmulationTool import RingerSelectorTool
import os
calibpath = os.environ['PRT_PATH'] + '/trigger/data/jpsi/TrigL2_20210227_v1'
def getPatterns(context):
def norm1(data):
return (data / abs(sum(data))).reshape((1, 100))
fc = context.getHandler("HLT__TrigEMClusterContainer")
rings = norm1(fc.ringsE())
return [rings]
hypos = [
RingerSelectorTool("T0HLTLowEnergyElectronRingerTight_v1",
getPatterns,
ConfigFile=calibpath +
'/ElectronRingerTightTriggerConfig.conf'),
RingerSelectorTool("T0HLTLowEnergyElectronRingerMedium_v1",
getPatterns,
ConfigFile=calibpath +
'/ElectronRingerMediumTriggerConfig.conf'),
RingerSelectorTool("T0HLTLowEnergyElectronRingerLoose_v1",
getPatterns,
ConfigFile=calibpath +
'/ElectronRingerLooseTriggerConfig.conf'),
RingerSelectorTool("T0HLTLowEnergyElectronRingerVeryLoose_v1",
getPatterns,
ConfigFile=calibpath +
'/ElectronRingerVeryLooseTriggerConfig.conf'),
]
return attach(hypos)
def installElectronL2CaloRingerSelector_v11():
# Using shower shapes + rings here
from TrigEgammaEmulationTool import RingerSelectorTool
import os
calibpath = os.environ['PRT_PATH'] + '/trigger/data/zee/TrigL2_20210306_v11'
def getPatterns(context):
def norm1(data):
return (data / abs(sum(data))).reshape((1, 100))
fc = context.getHandler("HLT__TrigEMClusterContainer")
rings = norm1(fc.ringsE())
reta = fc.reta()
eratio = fc.eratio()
f1 = fc.f1() / 0.6
f3 = fc.f3() / 0.04
weta2 = fc.weta2() / 0.02
wstot = fc.wstot()
if eratio > 10.0:
eratio = 0.0
elif eratio > 1.0:
eratio = 1.0
if wstot < -99:
wstot = 0.0
return [rings, np.array([[reta, eratio, f1, f3, weta2, wstot]])]
hypos = [
RingerSelectorTool("T0HLTElectronRingerTight_v11",
getPatterns,
ConfigFile=calibpath +
'/ElectronRingerTightTriggerConfig.conf'),
RingerSelectorTool("T0HLTElectronRingerMedium_v11",
getPatterns,
ConfigFile=calibpath +
'/ElectronRingerMediumTriggerConfig.conf'),
RingerSelectorTool("T0HLTElectronRingerLoose_v11",
getPatterns,
ConfigFile=calibpath +
'/ElectronRingerLooseTriggerConfig.conf'),
RingerSelectorTool("T0HLTElectronRingerVeryLoose_v11",
getPatterns,
ConfigFile=calibpath +
'/ElectronRingerVeryLooseTriggerConfig.conf'),
]
return attach(hypos)
def installElectronL2RingerSelector_v2_el():
# Using shower shapes + rings here
from TrigEgammaEmulationTool import RingerSelectorTool
import os
calibpath = os.environ['PRT_PATH'] + '/trigger/data/zee/TrigL2_20201204_v2_el'
def getPatterns( context ):
def norm1( data ):
return (data/abs(sum(data))).reshape((1,100))
fc = context.getHandler("HLT__TrigEMClusterContainer")
rings = norm1( fc.ringsE() )
reta = fc.reta()
eratio = fc.eratio()
f1 = fc.f1()/0.6
f3 = fc.f3()/0.04
weta2 =fc.weta2()/0.02
wstot = fc.wstot()
if eratio>10.0:
eratio = 0.0
elif eratio>1.0:
eratio=1.0
if wstot<-99:
wstot=0.0
el = context.getHandler("HLT__TrigElectronContainer" )
# treat cases where we have container but it's empty. In this case, we are not be able to propagate.
if el.size() == 0:
return None
el.setToBeClosestThanCluster()
deta = el.trkClusDeta()
dphi = el.trkClusDphi()
etOverPt = el.etOverPt()
return [rings, np.array([[reta,eratio,f1,f3,weta2,wstot]]), np.array([[etOverPt, deta, dphi]]) ]
hypos = [
RingerSelectorTool( "T0HLTElectronRingerTight_v2_el" , getPatterns, ConfigFile = calibpath+'/ElectronRingerTightTriggerConfig.conf' ),
RingerSelectorTool( "T0HLTElectronRingerMedium_v2_el" , getPatterns, ConfigFile = calibpath+'/ElectronRingerMediumTriggerConfig.conf' ),
RingerSelectorTool( "T0HLTElectronRingerLoose_v2_el" , getPatterns, ConfigFile = calibpath+'/ElectronRingerLooseTriggerConfig.conf' ),
RingerSelectorTool( "T0HLTElectronRingerVeryLoose_v2_el", getPatterns, ConfigFile = calibpath+'/ElectronRingerVeryLooseTriggerConfig.conf' ),
]
return attach(hypos)