Python EfficiencyPlots Examples

Example #1

variableNames["nvertices"] = "N_{PV}"
variableNames["rho"] = "#rho"
variableNames["tau_jet_pt"] = "p_{T}^{jet} [GeV]"

plotInfos = [PlotInfo()]
plotInfos[0].markerStyle = 20
plotInfos[0].yTitle = "Fake factor"

if not os.path.exists(plotDir + "/" + name):
    os.makedirs(plotDir + "/" + name)
outputFile = ROOT.TFile.Open(plotDir + "/" + name + "/" + name + ".root",
                             "RECREATE")

efficiencyPlots = []

effPlots = EfficiencyPlots()
effPlots.name = name
effPlots.publicationDir = publicationDir
effPlots.histoBaseName = "hFakeRate"
effPlots.inputFileNames = [inputFileNames]
effPlots.systems = systems
effPlots.selectionLevels = selectionLevels2
effPlots.plotInfos = plotInfos
effPlots.referenceLevels = referenceLevels2
effPlots.individualNames = names2
effPlots.variables = variables
effPlots.variableNames = variableNames
effPlots.outputFile = outputFile
effPlots.divideOption = "pois"
effPlots.plot(0., 0.5)
efficiencyPlots.append(effPlots)

Example #2

File: plotFakeFactors_Data_HighMTSS.py Project: jbsauvan/H2Taus-Studies

variableNames["rho"] = "#rho"
variableNames["tau_jet_pt"] = "p_{T}^{jet} [GeV]"



plotInfos = [PlotInfo()]
plotInfos[0].markerStyle = 20
plotInfos[0].yTitle = "Fake factor" 

if not os.path.exists(plotDir+"/"+name):
    os.makedirs(plotDir+"/"+name)
outputFile = ROOT.TFile.Open(plotDir+"/"+name+"/"+name+".root", "RECREATE")

efficiencyPlots = []

effPlots = EfficiencyPlots()
effPlots.name = name
effPlots.publicationDir = publicationDir
effPlots.histoBaseName = "hFakeRate"
effPlots.inputFileNames = [inputFileNames]
effPlots.systems = systems
effPlots.selectionLevels = selectionLevels
effPlots.plotInfos = plotInfos
effPlots.referenceLevels = referenceLevels 
effPlots.individualNames = names
effPlots.variables = variables
effPlots.variableNames = variableNames
effPlots.outputFile = outputFile
effPlots.plot(0., 0.5)
efficiencyPlots.append(effPlots)

Example #3

File: plotFakeFactors_ZMuMu_MT.py Project: jbsauvan/H2Taus-Studies

variableNames["mt"] = "m_{T} [GeV]"



plotInfos = [PlotInfo()]
plotInfos[0].markerStyle = 20
plotInfos[0].yTitle = "Fake factor" 


efficiencyPlots = []

for directory in directories:
    #namesCopy = []
    #for n in names:
        #namesCopy.append('{DIR}{NAME}'.format(DIR=directory.replace('/','_'),NAME=n))
    effPlots = EfficiencyPlots()
    effPlots.plotDir = plotDir
    effPlots.name = '{DIR}'.format(DIR=directory.replace('/',''))
    if effPlots.name=='': effPlots.name = 'Muon2PtCut_5'
    effPlots.publicationDir = publicationDir
    effPlots.histoBaseName = "{DIR}hFakeRate".format(DIR=directory)
    effPlots.inputFileNames = [[inputFileName]]
    effPlots.systems = systems
    effPlots.selectionLevels = selectionLevels
    effPlots.plotInfos = plotInfos
    effPlots.referenceLevels = referenceLevels 
    effPlots.individualNames = names
    effPlots.variables = variables
    effPlots.variableNames = variableNames
    effPlots.outputFile = outputFile
    effPlots.divideOption = "pois"

Example #4

variableNames = {}
variableNames["mt"] = "m_{T} [GeV]"
variableNames["mt_gen"] = "m_{T}^{gen} [GeV]"



plotInfos = [PlotInfo()]
plotInfos[0].markerStyle = 20
plotInfos[0].yTitle = "Fake factor" 

if not os.path.exists(plotDir+"/"+name):
    os.makedirs(plotDir+"/"+name)
outputFile = ROOT.TFile.Open(plotDir+"/"+name+"/"+name+".root", "RECREATE")


effPlots2 = EfficiencyPlots()
effPlots2.name = name
effPlots2.publicationDir = publicationDir
effPlots2.histoBaseName = "hFakeRate"
effPlots2.inputFileNames = [[inputFileName]]
effPlots2.systems = systems
effPlots2.selectionLevels = selectionLevels
effPlots2.plotInfos = plotInfos
effPlots2.referenceLevels = referenceLevels 
effPlots2.individualNames = names
effPlots2.variables = variables
effPlots2.variableNames = variableNames
effPlots2.outputFile = outputFile
effPlots2.divideOption = "pois"
effPlots2.rebin = [0.,10.,20.,30.,40.,50.,60.,70.,200.]
effPlots2.plot(0., 0.3)

Example #5

File: plotFakeFactors_ZMuMu_MT.py Project: jbsauvan/H2Taus-Studies

variables = ["mt"]
variableNames = {}
variableNames["mt"] = "m_{T} [GeV]"

plotInfos = [PlotInfo()]
plotInfos[0].markerStyle = 20
plotInfos[0].yTitle = "Fake factor"

efficiencyPlots = []

for directory in directories:
    #namesCopy = []
    #for n in names:
    #namesCopy.append('{DIR}{NAME}'.format(DIR=directory.replace('/','_'),NAME=n))
    effPlots = EfficiencyPlots()
    effPlots.plotDir = plotDir
    effPlots.name = '{DIR}'.format(DIR=directory.replace('/', ''))
    if effPlots.name == '': effPlots.name = 'Muon2PtCut_5'
    effPlots.publicationDir = publicationDir
    effPlots.histoBaseName = "{DIR}hFakeRate".format(DIR=directory)
    effPlots.inputFileNames = [[inputFileName]]
    effPlots.systems = systems
    effPlots.selectionLevels = selectionLevels
    effPlots.plotInfos = plotInfos
    effPlots.referenceLevels = referenceLevels
    effPlots.individualNames = names
    effPlots.variables = variables
    effPlots.variableNames = variableNames
    effPlots.outputFile = outputFile
    effPlots.divideOption = "pois"