def createAnalyzer(dataVersion):
a = Analyzer("CorrelationAnalysis")
if dataVersion.isMC():
a.tauPtCut = 10
else:
a.tauPtCut = 20
return a
def createAnalyzer(dataVersion):
a = Analyzer("MetAnalysis")
if dataVersion.isMC():
a.tauPtCut = 10
else:
a.tauPtCut = 20
return a
def createAnalyzer(dataVersion):
a = Analyzer("ExampleAnalysis")
if dataVersion.isMC():
a.tauPtCut = 10
else:
a.tauPtCut = 20
return a
def createAnalyzer(dataVersion,era):
a = Analyzer("L1Study",
usePileupWeights = True,
L1TauPt = 0,
L1ETM = 120,
L1JetPt = 0,
TransverseMass = 0
)
a.runMin = runmin
a.runMax = runmax
return a
def createAnalyzer(dataVersion, era):
a = Analyzer(
"TriggerEfficiency",
name=era,
Trigger=PSet(triggerOR=[], triggerOR2=[]),
usePileupWeights=True,
offlineSelection=leg,
MuonSelection=PSet(
# discriminators = ["muIDMedium"],
# discriminators = ["TrgMatch_IsoMu20_eta2p1"],
# discriminators = ["Muons_TrgMatch_IsoMu16_eta2p1"],
),
TauSelection=PSet(
discriminators=[
"byLooseCombinedIsolationDeltaBetaCorr3Hits", #"byMediumIsolationMVA3newDMwLT",
"againstMuonTight3",
"againstElectronMediumMVA6"
],
nprongs=1,
relaxedOfflineSelection=False,
),
binning=binning,
xLabel=xLabel,
yLabel=yLabel,
)
if isData(dataVersion):
if "2016" in era:
a.Trigger.triggerOR = ["HLT_IsoMu22_eta2p1_vx"]
a.Trigger.triggerOR2 = [
"HLT_VLooseIsoPFTau" + tauThreshold + "_Trk50_eta2p1_vx"
]
if tauThreshold == "50":
a.Trigger.triggerOR2 = ["HLT_LooseIsoPFTau50_Trk30_eta2p1_vx"]
a.runMin = runmin
a.runMax = runmax
else:
if "2016" in era:
a.Trigger.triggerOR = ["HLT_IsoMu22_eta2p1_vx"]
a.Trigger.triggerOR2 = [
"HLT_VLooseIsoPFTau" + tauThreshold + "_Trk50_eta2p1_vx"
]
if tauThreshold == "50":
a.Trigger.triggerOR2 = ["HLT_LooseIsoPFTau50_Trk30_eta2p1_vx"]
return a
def createAnalyzer(dataVersion,era):
a = Analyzer("TriggerEfficiency",
name = era,
Trigger = PSet(
triggerOR = [],
triggerOR2 = []
),
usePileupWeights = True,
offlineSelection = leg,
MuonSelection = PSet(
# discriminators = ["muIDMedium"],
# discriminators = ["TrgMatch_IsoMu20_eta2p1"],
# discriminators = ["Muons_TrgMatch_IsoMu16_eta2p1"],
),
TauSelection = PSet(
discriminators = ["byLooseCombinedIsolationDeltaBetaCorr3Hits",#"byMediumIsolationMVA3newDMwLT",
"againstMuonTight3",
"againstElectronMediumMVA6"],
nprongs = 1,
relaxedOfflineSelection = False,
),
binning = binning,
xLabel = xLabel,
yLabel = yLabel,
)
if isData(dataVersion):
if "2016" in era:
a.Trigger.triggerOR = ["HLT_IsoMu22_eta2p1_vx"]
a.Trigger.triggerOR2= ["HLT_VLooseIsoPFTau"+tauThreshold+"_Trk50_eta2p1_vx"]
if tauThreshold == "50":
a.Trigger.triggerOR2= ["HLT_LooseIsoPFTau50_Trk30_eta2p1_vx"]
a.runMin = runmin
a.runMax = runmax
else:
if "2016" in era:
a.Trigger.triggerOR = ["HLT_IsoMu22_eta2p1_vx"]
a.Trigger.triggerOR2= ["HLT_VLooseIsoPFTau"+tauThreshold+"_Trk50_eta2p1_vx"]
if tauThreshold == "50":
a.Trigger.triggerOR2= ["HLT_LooseIsoPFTau50_Trk30_eta2p1_vx"]
return a
def registerAnalysis(self, process):
'''
Create and register the analysis after the changes have bene done to the config
'''
process.addAnalyzer(self._moduleName, Analyzer(self._selectorName, config=self._config, silent=True))
return
def registerAnalysis(self, process):
Verbose("registerAnalysis()", True)
process.addAnalyzer(self._moduleName, Analyzer(self._selectorName, config=self._config, silent=True))
return
def registerAnalysis(self, process):
process.addAnalyzer(self._moduleName, Analyzer(self._selectorName, config=self._config, silent=True))
def createAnalyzer(dataVersion,era,onlineSelection = "MET80"):
useCaloMET = False
if "CaloMET" in era:
useCaloMET = True
era = era[:-8]
a = Analyzer("TriggerEfficiency",
name = era,
Trigger = PSet(
triggerOR = [],
triggerOR2 = []
),
METFilter = signalAnalysis.metFilter,
usePileupWeights = True,
# usePileupWeights = False,
onlineSelection = onlineSelection,
offlineSelection = leg,
TauSelection = TauSelection,
ElectronSelection = signalAnalysis.eVeto,
MuonSelection = signalAnalysis.muVeto,
JetSelection = signalAnalysis.jetSelection,
BJetSelection = signalAnalysis.bjetSelection,
binning = binning,
xLabel = xLabel,
yLabel = yLabel,
)
# a.TauSelection.applyTriggerMatching = False
a.JetSelection.numberOfJetsCutValue = 3
# a.BJetSelection.bjetDiscrWorkingPoint = "Medium"
a.BJetSelection.numberOfBJetsCutValue = 1
if dataVersion.isData():
a.Trigger.triggerOR = ["HLT_LooseIsoPFTau35_Trk20_Prong1_v2",
"HLT_LooseIsoPFTau35_Trk20_Prong1_v3",
"HLT_LooseIsoPFTau35_Trk20_Prong1_v4",
"HLT_LooseIsoPFTau35_Trk20_Prong1_v6",
"HLT_LooseIsoPFTau35_Trk20_Prong1_v7",
"HLT_LooseIsoPFTau35_Trk20_Prong1_v9",
"HLT_LooseIsoPFTau35_Trk20_Prong1_v10"]
a.Trigger.triggerOR2 = ["HLT_LooseIsoPFTau35_Trk20_Prong1_MET70_v2",
"HLT_LooseIsoPFTau35_Trk20_Prong1_MET70_v3",
"HLT_LooseIsoPFTau35_Trk20_Prong1_MET70_v4",
"HLT_LooseIsoPFTau35_Trk20_Prong1_MET70_v6",
"HLT_LooseIsoPFTau35_Trk20_Prong1_MET70_v7",
"HLT_LooseIsoPFTau35_Trk20_Prong1_MET70_v9",
"HLT_LooseIsoPFTau35_Trk20_Prong1_MET70_v10"]
if era == "2015C" or era == "2015D" or era == "2015CD":
a.Trigger.triggerOR = ["HLT_LooseIsoPFTau50_Trk30_eta2p1_v1",
"HLT_LooseIsoPFTau50_Trk30_eta2p1_v2",
"HLT_LooseIsoPFTau50_Trk30_eta2p1_v3",
"HLT_LooseIsoPFTau50_Trk30_eta2p1_vx"]
a.Trigger.triggerOR2 = ["HLT_LooseIsoPFTau50_Trk30_eta2p1_"+onlineSelection+"_JetIdCleaned_v1",
"HLT_LooseIsoPFTau50_Trk30_eta2p1_"+onlineSelection+"_JetIdCleaned_v2",
"HLT_LooseIsoPFTau50_Trk30_eta2p1_"+onlineSelection+"_v1",
"HLT_LooseIsoPFTau50_Trk30_eta2p1_"+onlineSelection+"_JetIdCleaned_vx",
"HLT_LooseIsoPFTau50_Trk30_eta2p1_"+onlineSelection+"_vx"]
if "2016" in era:
a.Trigger.triggerOR = ["HLT_LooseIsoPFTau50_Trk30_eta2p1_vx"]
a.Trigger.triggerOR2 = ["HLT_LooseIsoPFTau50_Trk30_eta2p1_"+onlineSelection+"_vx"]
# lumi,runmin,runmax = runRange(era)
# a.lumi = lumi
a.runMin = runmin
a.runMax = runmax
else:
a.Trigger.triggerOR = ["HLT_LooseIsoPFTau35_Trk20_Prong1_v6"]
a.Trigger.triggerOR2 = ["HLT_LooseIsoPFTau35_Trk20_Prong1_MET70_v6"]
if era == "2015C" or era == "2015D" or era == "2015CD" or "2016" in era:
a.Trigger.triggerOR = ["HLT_LooseIsoPFTau50_Trk30_eta2p1_v1",
"HLT_LooseIsoPFTau50_Trk30_eta2p1_vx"]
a.Trigger.triggerOR2 = ["HLT_LooseIsoPFTau50_Trk30_eta2p1_"+onlineSelection+"_v1",
"HLT_LooseIsoPFTau50_Trk30_eta2p1_"+onlineSelection+"_vx"]
if useCaloMET:
a.Trigger.triggerOR2 = []
return a
def main():
# Require at least two arguments (script-name, path to multicrab)
if len(sys.argv) < 2:
Print(
"Not enough arguments passed to script execution. Printing docstring & EXIT."
)
print __doc__
sys.exit(0)
else:
pass
# ================================================================================================
# Setup the process
# ================================================================================================
maxEvents = {}
maxEvents["All"] = opts.nEvts
process = Process(prefix, postfix, maxEvents)
# ================================================================================================
# Add the datasets (according to user options)
# ================================================================================================
if (opts.includeOnlyTasks):
Print("Adding only dataset \"%s\" from multiCRAB directory %s" %
(opts.includeOnlyTasks, opts.mcrab))
process.addDatasetsFromMulticrab(
opts.mcrab, includeOnlyTasks=opts.includeOnlyTasks)
elif (opts.excludeTasks):
Print("Adding all datasets except \"%s\" from multiCRAB directory %s" %
(opts.excludeTasks, opts.mcrab))
Print(
"If collision data are present, then vertex reweighting is done according to the chosen data era (era=2015C, 2015D, 2015) etc..."
)
process.addDatasetsFromMulticrab(opts.mcrab,
excludeTasks=opts.excludeTasks)
else:
myBlackList = []
if opts.analysisType == "HToTB":
myBlackList = [
"QCD_b", "ChargedHiggs", "DY", "WZ", "WW", "ZZ", "TTTT", "ST",
"TTWJets", "TTZ"
]
Print("Adding all datasets from multiCRAB directory %s" % (opts.mcrab))
Print(
"If collision data are present, then vertex reweighting is done according to the chosen data era (era=2015C, 2015D, 2015) etc..."
)
regex = "|".join(myBlackList)
if len(myBlackList) > 0:
process.addDatasetsFromMulticrab(opts.mcrab, excludeTasks=regex)
else:
process.addDatasetsFromMulticrab(opts.mcrab)
# ================================================================================================
# Selection customisations
# ================================================================================================
if opts.analysisType == "HToTauNu":
from HiggsAnalysis.NtupleAnalysis.parameters.signalAnalysisParameters import allSelections
# Disable rtau
allSelections.TauSelection.prongs = 1
allSelections.TauSelection.rtau = 0.0
elif opts.analysisType == "HToTB":
from HiggsAnalysis.NtupleAnalysis.parameters.hplus2tbAnalysis import allSelections
else:
raise Exception(
"Invalid analysis selection \"%s\"! Valid options are: %s" %
(opts.analysisType, ", ".join(allowedAnalysis)))
# Jet cut values
allSelections.__setattr__("jetPtCutMin", 0.0)
allSelections.__setattr__("jetPtCutMax", 99990.0)
allSelections.__setattr__("jetEtaCutMin", -2.5)
allSelections.__setattr__("jetEtaCutMax", 2.5)
if 0:
for algo in ["combinedInclusiveSecondaryVertexV2BJetTags"]:
for wp in ["Loose", "Medium", "Tight"]:
selections = allSelections.clone()
selections.BJetSelection.bjetDiscr = algo
selections.BJetSelection.bjetDiscrWorkingPoint = wp
suffix = "_%s_%s" % (algo, wp)
print "Added analyzer for algo/wp: %s" % suffix
process.addAnalyzer(
"BTagEfficiency" + suffix,
Analyzer("BTagEfficiencyAnalysis",
config=selections,
silent=False))
# Set the analysis type
allSelections.__setattr__("AnalysisType", opts.analysisType)
# Overwrite verbosity
allSelections.verbose = opts.verbose
# Overwrite histo ambient level (Options: Systematics, Vital, Informative, Debug)
allSelections.histogramAmbientLevel = opts.histoLevel
#================================================================================================
# Build analysis modules
#================================================================================================
PrintOptions(opts)
builder = AnalysisBuilder(
prefix,
dataEras,
searchModes,
#### Options ####
usePUreweighting=opts.usePUreweighting,
useTopPtReweighting=opts.useTopPtReweighting,
doSystematicVariations=opts.doSystematics)
# ================================================================================================
# Add Analysis Variations
# ================================================================================================
builder.addVariation("BJetSelection.bjetDiscr",
["pfCombinedInclusiveSecondaryVertexV2BJetTags"])
builder.addVariation("BJetSelection.bjetDiscrWorkingPoint",
["Loose", "Medium", "Tight"])
# ================================================================================================
# Build the builder
# ================================================================================================
builder.build(process, allSelections)
# ================================================================================================
# Run the analysis
# ================================================================================================
Print("Running process", True)
process.run()
def createAnalyzer(dataVersion, era, onlineSelection="MET80"):
useCaloMET = False
if "CaloMET" in era:
useCaloMET = True
era = era[:-8]
a = Analyzer(
"TriggerEfficiency",
name=era,
Trigger=PSet(triggerOR=[], triggerOR2=[]),
usePileupWeights=True,
# usePileupWeights = False,
onlineSelection=onlineSelection,
offlineSelection=leg,
TauSelection=signalAnalysis.tauSelection,
# TauSelection = PSet(
# discriminators = ["byLooseCombinedIsolationDeltaBetaCorr3Hits",
# "againstMuonTight3",
# "againstElectronMediumMVA5"],
# ),
ElectronSelection=signalAnalysis.eVeto,
MuonSelection=signalAnalysis.muVeto,
JetSelection=signalAnalysis.jetSelection,
BJetSelection=signalAnalysis.bjetSelection,
binning=binning,
xLabel=xLabel,
yLabel=yLabel,
)
# a.TauSelection.applyTriggerMatching = False
a.JetSelection.numberOfJetsCutValue = 3
# a.BJetSelection.bjetDiscrWorkingPoint = "Medium"
a.BJetSelection.numberOfBJetsCutValue = 1
if dataVersion.isData():
a.Trigger.triggerOR = [
"HLT_LooseIsoPFTau35_Trk20_Prong1_v2",
"HLT_LooseIsoPFTau35_Trk20_Prong1_v3",
"HLT_LooseIsoPFTau35_Trk20_Prong1_v4",
"HLT_LooseIsoPFTau35_Trk20_Prong1_v6",
"HLT_LooseIsoPFTau35_Trk20_Prong1_v7",
"HLT_LooseIsoPFTau35_Trk20_Prong1_v9",
"HLT_LooseIsoPFTau35_Trk20_Prong1_v10"
]
a.Trigger.triggerOR2 = [
"HLT_LooseIsoPFTau35_Trk20_Prong1_MET70_v2",
"HLT_LooseIsoPFTau35_Trk20_Prong1_MET70_v3",
"HLT_LooseIsoPFTau35_Trk20_Prong1_MET70_v4",
"HLT_LooseIsoPFTau35_Trk20_Prong1_MET70_v6",
"HLT_LooseIsoPFTau35_Trk20_Prong1_MET70_v7",
"HLT_LooseIsoPFTau35_Trk20_Prong1_MET70_v9",
"HLT_LooseIsoPFTau35_Trk20_Prong1_MET70_v10"
]
if era == "2015C" or era == "2015D" or era == "2015CD":
a.Trigger.triggerOR = [
"HLT_LooseIsoPFTau50_Trk30_eta2p1_v1",
"HLT_LooseIsoPFTau50_Trk30_eta2p1_v2",
"HLT_LooseIsoPFTau50_Trk30_eta2p1_v3",
"HLT_LooseIsoPFTau50_Trk30_eta2p1_vx"
]
a.Trigger.triggerOR2 = [
"HLT_LooseIsoPFTau50_Trk30_eta2p1_" + onlineSelection +
"_JetIdCleaned_v1", "HLT_LooseIsoPFTau50_Trk30_eta2p1_" +
onlineSelection + "_JetIdCleaned_v2",
"HLT_LooseIsoPFTau50_Trk30_eta2p1_" + onlineSelection + "_v1",
"HLT_LooseIsoPFTau50_Trk30_eta2p1_" + onlineSelection +
"_JetIdCleaned_vx",
"HLT_LooseIsoPFTau50_Trk30_eta2p1_" + onlineSelection + "_vx"
]
lumi, runmin, runmax = runRange(era)
a.lumi = lumi
a.runMin = runmin
a.runMax = runmax
else:
a.Trigger.triggerOR = ["HLT_LooseIsoPFTau35_Trk20_Prong1_v6"]
a.Trigger.triggerOR2 = ["HLT_LooseIsoPFTau35_Trk20_Prong1_MET70_v6"]
if era == "2015C" or era == "2015D" or era == "2015CD":
a.Trigger.triggerOR = [
"HLT_LooseIsoPFTau50_Trk30_eta2p1_v1",
"HLT_LooseIsoPFTau50_Trk30_eta2p1_vx"
]
a.Trigger.triggerOR2 = [
"HLT_LooseIsoPFTau50_Trk30_eta2p1_" + onlineSelection + "_v1",
"HLT_LooseIsoPFTau50_Trk30_eta2p1_" + onlineSelection + "_vx"
]
if useCaloMET:
a.Trigger.triggerOR2 = []
return a
from HiggsAnalysis.NtupleAnalysis.main import Process, PSet, Analyzer
process = Process()
# Example of adding a dataset which has its files defined in data/<dataset_name>.txt file
#process.addDatasets(["TTbar_HBWB_HToTauNu_M_160_13TeV_pythia6"])
# Example of adding datasets from a multicrab directory
import sys
if len(sys.argv) != 2:
print "Usage: ./exampleAnalysis.py <path-to-multicrab-directory>"
sys.exit(0)
process.addDatasetsFromMulticrab(sys.argv[1])
# Example of adding an analyzer
process.addAnalyzer("test", Analyzer("ExampleAnalysis", tauPtCut=10))
# Example of adding an analyzer whose configuration depends on dataVersion
def createAnalyzer(dataVersion):
a = Analyzer("ExampleAnalysis")
if dataVersion.isMC():
a.tauPtCut = 10
else:
a.tauPtCut = 20
return a
process.addAnalyzer("test2", createAnalyzer)
# Run the analysis
def createAnalyzer(dataVersion, era):
a = Analyzer(
"TriggerEfficiency",
name=era,
Trigger=PSet(triggerOR=[], triggerOR2=[]),
METFilter=metFilter,
usePileupWeights=True,
offlineSelection=leg,
MuonSelection=PSet(
# discriminators = ["muIDMedium"],
# discriminators = ["TrgMatch_IsoMu20_eta2p1"],
discriminators=["Muons_TrgMatch_IsoMu16_eta2p1"], ),
TauSelection=PSet(
discriminators=[
"byLooseCombinedIsolationDeltaBetaCorr3Hits", #"byMediumIsolationMVA3newDMwLT",
"againstMuonTight3",
"againstElectronMediumMVA6"
],
nprongs=1,
relaxedOfflineSelection=False),
binning=binning,
xLabel=xLabel,
yLabel=yLabel,
)
if isData(dataVersion):
a.Trigger.triggerOR = [
"HLT_IsoMu15_eta2p1_L1ETM20_v3", "HLT_IsoMu15_eta2p1_L1ETM20_v4",
"HLT_IsoMu15_eta2p1_L1ETM20_v5", "HLT_IsoMu15_eta2p1_L1ETM20_v6",
"HLT_IsoMu15_eta2p1_L1ETM20_v7"
]
a.Trigger.triggerOR2 = [
"HLT_IsoMu15_eta2p1_LooseIsoPFTau35_Trk20_Prong1_L1ETM20_v2",
"HLT_IsoMu15_eta2p1_LooseIsoPFTau35_Trk20_Prong1_L1ETM20_v4",
"HLT_IsoMu15_eta2p1_LooseIsoPFTau35_Trk20_Prong1_L1ETM20_v6",
"HLT_IsoMu15_eta2p1_LooseIsoPFTau35_Trk20_Prong1_L1ETM20_v7",
"HLT_IsoMu15_eta2p1_LooseIsoPFTau35_Trk20_Prong1_L1ETM20_v9",
"HLT_IsoMu15_eta2p1_LooseIsoPFTau35_Trk20_Prong1_L1ETM20_v10"
]
if era == "2015C":
# a.Trigger.triggerOR = ["HLT_IsoMu16_eta2p1_CaloMET30_v1",
# "HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_v1"]
# a.Trigger.triggerOR2 = ["HLT_IsoMu16_eta2p1_CaloMET30_LooseIsoPFTau50_Trk30_eta2p1_v1",
# "HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_v1"]
a.Trigger.triggerOR = [
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_v1",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_vx"
]
a.Trigger.triggerOR2 = [
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_v1",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_vx"
]
# a.Trigger.triggerOR = ["HLT_IsoMu20_eta2p1_v2"]
# a.Trigger.triggerOR2 = ["HLT_IsoMu17_eta2p1_LooseIsoPFTau20_v2"]
if era == "2015D":
a.Trigger.triggerOR = [
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_v2",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_v3",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_vx",
"HLT_IsoMu16_eta2p1_MET30_v1", "HLT_IsoMu16_eta2p1_MET30_vx"
]
a.Trigger.triggerOR2 = [
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_v2",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_v3",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_vx",
"HLT_IsoMu16_eta2p1_MET30_LooseIsoPFTau50_Trk30_eta2p1_v1",
"HLT_IsoMu16_eta2p1_MET30_LooseIsoPFTau50_Trk30_eta2p1_vx"
]
if era == "2015CD":
a.Trigger.triggerOR = [
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_v1",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_v2",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_v3",
"HLT_IsoMu16_eta2p1_MET30_v1"
]
a.Trigger.triggerOR2 = [
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_v1",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_v2",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_v3",
"HLT_IsoMu16_eta2p1_MET30_LooseIsoPFTau50_Trk30_eta2p1_v1"
]
if "2016" in era:
a.Trigger.triggerOR = [
"HLT_IsoMu16_eta2p1_MET30_vx", "HLT_IsoMu22_eta2p1_vx"
]
a.Trigger.triggerOR2 = [
"HLT_IsoMu16_eta2p1_MET30_LooseIsoPFTau50_Trk30_eta2p1_vx",
"HLT_IsoMu21_eta2p1_LooseIsoPFTau50_Trk30_eta2p1_SingleL1_vx"
]
if era == "2016ICHEP":
a.Trigger.triggerOR = ["HLT_IsoMu16_eta2p1_MET30_vx"]
a.Trigger.triggerOR2 = [
"HLT_IsoMu16_eta2p1_MET30_LooseIsoPFTau50_Trk30_eta2p1_vx"
]
if era == "2016HIPFIXED":
a.Trigger.triggerOR = ["HLT_IsoMu22_eta2p1_vx"]
a.Trigger.triggerOR2 = [
"HLT_IsoMu21_eta2p1_LooseIsoPFTau50_Trk30_eta2p1_SingleL1_vx"
]
# a.Trigger.triggerOR = ["HLT_IsoMu20_eta2p1_v1",
# "HLT_IsoMu20_eta2p1_v2",
# "HLT_IsoMu17_eta2p1_v2"]
# a.Trigger.triggerOR2= ["HLT_IsoMu17_eta2p1_LooseIsoPFTau20_v1",
# "HLT_IsoMu17_eta2p1_LooseIsoPFTau20_v2"]
# runmin,runmax = process.getRuns()
# a.lumi = lumi
a.runMin = runmin
a.runMax = runmax
else:
a.Trigger.triggerOR = ["HLT_IsoMu15_eta2p1_L1ETM20_v5"]
a.Trigger.triggerOR2 = [
"HLT_IsoMu15_eta2p1_LooseIsoPFTau35_Trk20_Prong1_L1ETM20_v6"
]
if era == "2015C" or era == "2015D" or era == "2015CD" or "2016" in era:
a.Trigger.triggerOR = [
"HLT_IsoMu16_eta2p1_CaloMET30_v1",
"HLT_IsoMu16_eta2p1_MET30_vx",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_vx"
]
a.Trigger.triggerOR2 = [
"HLT_IsoMu16_eta2p1_CaloMET30_LooseIsoPFTau50_Trk30_eta2p1_v1",
"HLT_IsoMu16_eta2p1_MET30_LooseIsoPFTau50_Trk30_eta2p1_vx",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_vx"
]
# a.Trigger.triggerOR = ["HLT_IsoMu20_eta2p1_v1"]
# a.Trigger.triggerOR2 = ["HLT_IsoMu17_eta2p1_LooseIsoPFTau20_v1"]
#print "check triggerOR",a.Trigger.triggerOR
return a
from HiggsAnalysis.NtupleAnalysis.main import Process, PSet, Analyzer
process = Process()
# Example of adding a dataset which has its files defined in data/<dataset_name>.txt file
#process.addDatasets(["TTbar_HBWB_HToTauNu_M_160_13TeV_pythia6"])
# Example of adding datasets from a multicrab directory
import sys
if len(sys.argv) != 2:
print "Usage: ./metAnalysis.py <path-to-multicrab-directory>"
sys.exit(0)
process.addDatasetsFromMulticrab(sys.argv[1])
# Example of adding an analyzer
process.addAnalyzer("test", Analyzer("CorrelationAnalysis", tauPtCut=10))
# Example of adding an analyzer whose configuration depends on dataVersion
def createAnalyzer(dataVersion):
a = Analyzer("CorrelationAnalysis")
if dataVersion.isMC():
a.tauPtCut = 10
else:
a.tauPtCut = 20
return a
process.addAnalyzer("test2", createAnalyzer)
# Run the analysis
from HiggsAnalysis.NtupleAnalysis.main import Process, PSet, Analyzer
process = Process()
# Example of adding a dataset which has its files defined in data/<dataset_name>.txt file
#process.addDatasets(["TTbar_HBWB_HToTauNu_M_160_13TeV_pythia6"])
# Example of adding datasets from a multicrab directory
import sys
if len(sys.argv) != 2:
print "Usage: ./metAnalysis.py <path-to-multicrab-directory>"
sys.exit(0)
process.addDatasetsFromMulticrab(sys.argv[1])
# Example of adding an analyzer
process.addAnalyzer("test", Analyzer("MetAnalysis", tauPtCut=10))
# Example of adding an analyzer whose configuration depends on dataVersion
def createAnalyzer(dataVersion):
a = Analyzer("MetAnalysis")
if dataVersion.isMC():
a.tauPtCut = 10
else:
a.tauPtCut = 20
return a
process.addAnalyzer("test2", createAnalyzer)
# Run the analysis
def createAnalyzer(dataVersion,era):
a = Analyzer("TriggerEfficiency",
name = era,
Trigger = PSet(
triggerOR = [],
triggerOR2 = []
),
usePileupWeights = True,
offlineSelection = leg,
MuonSelection = PSet(
# discriminators = ["muIDMedium"],
# discriminators = ["TrgMatch_IsoMu20_eta2p1"],
discriminators = ["Muons_TrgMatch_IsoMu16_eta2p1"],
),
TauSelection = PSet(
discriminators = ["byLooseCombinedIsolationDeltaBetaCorr3Hits",#"byMediumIsolationMVA3newDMwLT",
"againstMuonTight3",
"againstElectronMediumMVA6"],
nprongs = 1,
),
binning = binning,
xLabel = xLabel,
yLabel = yLabel,
)
if isData(dataVersion):
a.Trigger.triggerOR = ["HLT_IsoMu15_eta2p1_L1ETM20_v3",
"HLT_IsoMu15_eta2p1_L1ETM20_v4",
"HLT_IsoMu15_eta2p1_L1ETM20_v5",
"HLT_IsoMu15_eta2p1_L1ETM20_v6",
"HLT_IsoMu15_eta2p1_L1ETM20_v7"]
a.Trigger.triggerOR2 = ["HLT_IsoMu15_eta2p1_LooseIsoPFTau35_Trk20_Prong1_L1ETM20_v2",
"HLT_IsoMu15_eta2p1_LooseIsoPFTau35_Trk20_Prong1_L1ETM20_v4",
"HLT_IsoMu15_eta2p1_LooseIsoPFTau35_Trk20_Prong1_L1ETM20_v6",
"HLT_IsoMu15_eta2p1_LooseIsoPFTau35_Trk20_Prong1_L1ETM20_v7",
"HLT_IsoMu15_eta2p1_LooseIsoPFTau35_Trk20_Prong1_L1ETM20_v9",
"HLT_IsoMu15_eta2p1_LooseIsoPFTau35_Trk20_Prong1_L1ETM20_v10"]
if era == "2015C":
# a.Trigger.triggerOR = ["HLT_IsoMu16_eta2p1_CaloMET30_v1",
# "HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_v1"]
# a.Trigger.triggerOR2 = ["HLT_IsoMu16_eta2p1_CaloMET30_LooseIsoPFTau50_Trk30_eta2p1_v1",
# "HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_v1"]
a.Trigger.triggerOR = ["HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_v1","HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_vx"]
a.Trigger.triggerOR2= ["HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_v1","HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_vx"]
# a.Trigger.triggerOR = ["HLT_IsoMu20_eta2p1_v2"]
# a.Trigger.triggerOR2 = ["HLT_IsoMu17_eta2p1_LooseIsoPFTau20_v2"]
if era == "2015D":
a.Trigger.triggerOR = ["HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_v2",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_v3",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_vx",
"HLT_IsoMu16_eta2p1_MET30_v1",
"HLT_IsoMu16_eta2p1_MET30_vx"]
a.Trigger.triggerOR2= ["HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_v2",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_v3",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_vx",
"HLT_IsoMu16_eta2p1_MET30_LooseIsoPFTau50_Trk30_eta2p1_v1",
"HLT_IsoMu16_eta2p1_MET30_LooseIsoPFTau50_Trk30_eta2p1_vx"]
if era == "2015CD":
a.Trigger.triggerOR = ["HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_v1",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_v2",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_v3",
"HLT_IsoMu16_eta2p1_MET30_v1"]
a.Trigger.triggerOR2= ["HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_v1",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_v2",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_v3",
"HLT_IsoMu16_eta2p1_MET30_LooseIsoPFTau50_Trk30_eta2p1_v1"]
if "2016" in era:
a.Trigger.triggerOR = ["HLT_IsoMu16_eta2p1_MET30_vx","HLT_IsoMu22_eta2p1_vx"]
a.Trigger.triggerOR2= ["HLT_IsoMu16_eta2p1_MET30_LooseIsoPFTau50_Trk30_eta2p1_vx","HLT_IsoMu21_eta2p1_LooseIsoPFTau50_Trk30_eta2p1_SingleL1_vx"]
if era == "2016ICHEP":
a.Trigger.triggerOR = ["HLT_IsoMu16_eta2p1_MET30_vx"]
a.Trigger.triggerOR2= ["HLT_IsoMu16_eta2p1_MET30_LooseIsoPFTau50_Trk30_eta2p1_vx"]
if era == "2016HIPFIXED":
a.Trigger.triggerOR = ["HLT_IsoMu22_eta2p1_vx"]
a.Trigger.triggerOR2= ["HLT_IsoMu21_eta2p1_LooseIsoPFTau50_Trk30_eta2p1_SingleL1_vx"]
# a.Trigger.triggerOR = ["HLT_IsoMu20_eta2p1_v1",
# "HLT_IsoMu20_eta2p1_v2",
# "HLT_IsoMu17_eta2p1_v2"]
# a.Trigger.triggerOR2= ["HLT_IsoMu17_eta2p1_LooseIsoPFTau20_v1",
# "HLT_IsoMu17_eta2p1_LooseIsoPFTau20_v2"]
# runmin,runmax = process.getRuns()
# a.lumi = lumi
a.runMin = runmin
a.runMax = runmax
else:
a.Trigger.triggerOR = ["HLT_IsoMu15_eta2p1_L1ETM20_v5"]
a.Trigger.triggerOR2 = ["HLT_IsoMu15_eta2p1_LooseIsoPFTau35_Trk20_Prong1_L1ETM20_v6"]
if era == "2015C" or era == "2015D" or era == "2015CD" or "2016" in era:
a.Trigger.triggerOR = ["HLT_IsoMu16_eta2p1_CaloMET30_v1",
"HLT_IsoMu16_eta2p1_MET30_vx",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_vx"]
a.Trigger.triggerOR2 = ["HLT_IsoMu16_eta2p1_CaloMET30_LooseIsoPFTau50_Trk30_eta2p1_v1",
"HLT_IsoMu16_eta2p1_MET30_LooseIsoPFTau50_Trk30_eta2p1_vx",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_vx"]
# a.Trigger.triggerOR = ["HLT_IsoMu20_eta2p1_v1"]
# a.Trigger.triggerOR2 = ["HLT_IsoMu17_eta2p1_LooseIsoPFTau20_v1"]
#print "check triggerOR",a.Trigger.triggerOR
return a
def createAnalyzer(dataVersion, era):
a = Analyzer(
"TriggerEfficiency",
name=era,
Trigger=PSet(triggerOR=[], triggerOR2=[]),
usePileupWeights=True,
offlineSelection=leg,
MuonSelection=PSet(
# discriminators = ["muIDMedium"],
# discriminators = ["TrgMatch_IsoMu20_eta2p1"],
discriminators=["Muons_TrgMatch_IsoMu16_eta2p1"], ),
TauSelection=PSet(discriminators=[
"byLooseCombinedIsolationDeltaBetaCorr3Hits", "againstMuonTight3",
"againstElectronMediumMVA5"
], ),
binning=binning,
xLabel=xLabel,
yLabel=yLabel,
)
if isData(dataVersion):
a.Trigger.triggerOR = [
"HLT_IsoMu15_eta2p1_L1ETM20_v3", "HLT_IsoMu15_eta2p1_L1ETM20_v4",
"HLT_IsoMu15_eta2p1_L1ETM20_v5", "HLT_IsoMu15_eta2p1_L1ETM20_v6",
"HLT_IsoMu15_eta2p1_L1ETM20_v7"
]
a.Trigger.triggerOR2 = [
"HLT_IsoMu15_eta2p1_LooseIsoPFTau35_Trk20_Prong1_L1ETM20_v2",
"HLT_IsoMu15_eta2p1_LooseIsoPFTau35_Trk20_Prong1_L1ETM20_v4",
"HLT_IsoMu15_eta2p1_LooseIsoPFTau35_Trk20_Prong1_L1ETM20_v6",
"HLT_IsoMu15_eta2p1_LooseIsoPFTau35_Trk20_Prong1_L1ETM20_v7",
"HLT_IsoMu15_eta2p1_LooseIsoPFTau35_Trk20_Prong1_L1ETM20_v9",
"HLT_IsoMu15_eta2p1_LooseIsoPFTau35_Trk20_Prong1_L1ETM20_v10"
]
if era == "2015C":
# a.Trigger.triggerOR = ["HLT_IsoMu16_eta2p1_CaloMET30_v1",
# "HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_v1"]
# a.Trigger.triggerOR2 = ["HLT_IsoMu16_eta2p1_CaloMET30_LooseIsoPFTau50_Trk30_eta2p1_v1",
# "HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_v1"]
a.Trigger.triggerOR = [
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_v1",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_vx"
]
a.Trigger.triggerOR2 = [
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_v1",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_vx"
]
# a.Trigger.triggerOR = ["HLT_IsoMu20_eta2p1_v2"]
# a.Trigger.triggerOR2 = ["HLT_IsoMu17_eta2p1_LooseIsoPFTau20_v2"]
if era == "2015D":
a.Trigger.triggerOR = [
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_v2",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_v3",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_vx",
"HLT_IsoMu16_eta2p1_MET30_v1", "HLT_IsoMu16_eta2p1_MET30_vx"
]
a.Trigger.triggerOR2 = [
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_v2",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_v3",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_vx",
"HLT_IsoMu16_eta2p1_MET30_LooseIsoPFTau50_Trk30_eta2p1_v1",
"HLT_IsoMu16_eta2p1_MET30_LooseIsoPFTau50_Trk30_eta2p1_vx"
]
if era == "2015CD":
a.Trigger.triggerOR = [
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_v1",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_v2",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_v3",
"HLT_IsoMu16_eta2p1_MET30_v1"
]
a.Trigger.triggerOR2 = [
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_v1",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_v2",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_v3",
"HLT_IsoMu16_eta2p1_MET30_LooseIsoPFTau50_Trk30_eta2p1_v1"
]
# a.Trigger.triggerOR = ["HLT_IsoMu20_eta2p1_v1",
# "HLT_IsoMu20_eta2p1_v2",
# "HLT_IsoMu17_eta2p1_v2"]
# a.Trigger.triggerOR2= ["HLT_IsoMu17_eta2p1_LooseIsoPFTau20_v1",
# "HLT_IsoMu17_eta2p1_LooseIsoPFTau20_v2"]
lumi, runmin, runmax = runRange(era)
a.lumi = lumi
a.runMin = runmin
a.runMax = runmax
else:
a.Trigger.triggerOR = ["HLT_IsoMu15_eta2p1_L1ETM20_v5"]
a.Trigger.triggerOR2 = [
"HLT_IsoMu15_eta2p1_LooseIsoPFTau35_Trk20_Prong1_L1ETM20_v6"
]
if era == "2015C" or era == "2015D" or era == "2015CD":
a.Trigger.triggerOR = [
"HLT_IsoMu16_eta2p1_CaloMET30_v1",
"HLT_IsoMu16_eta2p1_MET30_vx",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_vx"
]
a.Trigger.triggerOR2 = [
"HLT_IsoMu16_eta2p1_CaloMET30_LooseIsoPFTau50_Trk30_eta2p1_v1",
"HLT_IsoMu16_eta2p1_MET30_LooseIsoPFTau50_Trk30_eta2p1_vx",
"HLT_IsoMu16_eta2p1_MET30_JetIdCleaned_LooseIsoPFTau50_Trk30_eta2p1_vx"
]
# a.Trigger.triggerOR = ["HLT_IsoMu20_eta2p1_v1"]
# a.Trigger.triggerOR2 = ["HLT_IsoMu17_eta2p1_LooseIsoPFTau20_v1"]
#print "check triggerOR",a.Trigger.triggerOR
return a
sys.exit(0)
#print sys.argv[1]
process.addDatasetsFromMulticrab(sys.argv[1])
import HiggsAnalysis.NtupleAnalysis.tools.aux as aux
PileupHistogramPath = os.path.join(aux.higgsAnalysisPath(), "NtupleAnalysis", "data", "PUWeights")
process.addAnalyzer("generatorComparison",
Analyzer("GeneratorComparison",
histogramAmbientLevel = "Informative",
tauPtCut = 41.0,
tauEtaCut = 2.1,
bjetEtCut = 30.0,
bjetEtaCut = 2.4,
lumi = 7274,
runMin = 202807,
runMax = 208686,
),
#includeOnlyTasks="TauPlusX_\S+_2012D_Jan22"
)
# Run the analysis
process.run()
# Run the analysis with PROOF
# By default it uses all cores, but you can give proofWorkers=<N> as a parameter
#process.run(proof=True)