def muTMuWOverviewNegScenarios(opts={}):
cont = [
("1x sys, cat. uni.", ROOT.kRed - 3,
"output/twoBin/oneAlpha_catUniversal/muTmuW.root"),
("1x sys, not cat. uni.", ROOT.kGreen,
"output/twoBin/oneAlpha_catNonUniversal/muTmuW.root"),
("2x sys, cat. uni.", ROOT.kOrange,
"output/twoBin/twoAlpha_catUniversal/muTmuW.root"),
("2x sys, not cat. uni.", ROOT.kBlue,
"output/twoBin/twoAlpha_catNonUniversal/muTmuW.root"),
]
leg2 = PyROOTUtils.Legend(0.65, 0.90, textSize=0.03)
for name, color, inFile in cont:
c68 = drawContours(inFile, "profiledNLL", scale=2.0, color=color)
c68_f = drawContours(inFile.replace(".root", "_eff.root"),
"profiledNLL",
scale=2.0,
color=color,
lineStyle=ROOT.kDashed)
container.append((c68, c68_f))
leg2.AddEntry(c68[0], name, "L")
leg2.Draw()
leg = PyROOTUtils.Legend(0.2, 0.90, textSize=0.03)
leg.AddEntry(SMMarker, "Standard Model", "P")
leg.AddEntry(blackSolid, "68% CL full model", "L")
leg.AddEntry(blackDashed, "68% CL fixed effective", "L")
leg.Draw()
def draw_CouplingContour(
model,
opts,
color=ROOT.kRed,
lineStyle1s=ROOT.kSolid,
lineStyle2s=ROOT.kDashed,
lineWidth1s=2,
lineWidth2s=2,
couplingType='kVkF',
):
c68 = drawContours('recoupled/' + couplingType + '_profiledContour_' +
model + '.root',
couplingType,
color=color,
lineStyle=lineStyle1s,
lineWidth=lineWidth1s,
drawSmallestBinMarker=True)
c95 = drawContours('recoupled/' + couplingType + '_profiledContour_' +
model + '.root',
couplingType,
color=color,
lineStyle=lineStyle2s,
lineWidth=lineWidth2s,
level=6.0,
levelName="95")
return c68
def muTMuWOverview(opts={}):
cont = [
("scenarioA", ROOT.kRed - 3, "output/twoBin/scenarioA/muTmuW.root"),
("scenarioB", ROOT.kGreen, "output/twoBin/scenarioB/muTmuW.root"),
("scenarioC", ROOT.kBlue, "output/twoBin/scenarioC/muTmuW.root"),
]
leg2 = PyROOTUtils.Legend(0.65, 0.90, textSize=0.03)
for name, color, inFile in cont:
c68 = drawContours(inFile, "profiledNLL", scale=2.0, color=color)
c68_f = drawContours(inFile.replace(".root", "_eff.root"),
"profiledNLL",
scale=2.0,
color=color,
lineStyle=ROOT.kDashed)
container.append((c68, c68_f))
if c68: leg2.AddEntry(c68[0], name, "L")
leg2.Draw()
leg = PyROOTUtils.Legend(0.2, 0.90, textSize=0.03)
leg.AddEntry(SMMarker, "Standard Model", "P")
leg.AddEntry(blackSolid, "68% CL full model", "L")
leg.AddEntry(blackDashed, "68% CL fixed effective", "L")
leg.Draw()
def profiledContourOverlay(opts={}):
if 'box' not in opts:
fullFile = "output/twoBin/" + opts['type'] + "/muTmuW.root"
else:
fullFile = "output/twoBin/" + opts['type'] + "_box/muTmuW.root"
effFile = "output/twoBin/" + opts['type'] + "/muTmuW_eff.root"
learningSuffix = ''
if 'learningFull' in opts: learningSuffix = 'Full'
profiledFiles = [
('aligned', "output/twoBin/" + opts['type'] +
"/muTmuW_profiledContour_template0.root", ROOT.kRed, ROOT.kSolid),
('learning', "output/twoBin/" + opts['type'] +
"/muTmuW_profiledContour_template20_etasgeneric20_learning" +
learningSuffix + ".root", ROOT.kBlue, 5),
]
if 'byHand' in opts:
profiledFiles.insert(
1, ('by hand', "output/twoBin/" + opts['type'] +
"/muTmuW_profiledContour_template10_etasgeneric_M5.root",
ROOT.kGreen + 2, ROOT.kDashed))
if 'box' in opts:
profiledFiles = [(n, f.replace('.root', '_box1.0.root'), c, s)
for n, f, c, s in profiledFiles]
PyROOTUtils.DrawText(0.22, 0.88, "Recoupled contours", textSize=0.03)
leg2 = PyROOTUtils.Legend(0.22, 0.86, textSize=0.03)
for label, fileName, color, lineStyle in profiledFiles:
c68_p = drawContours(fileName,
"muTmuW",
color=color,
lineStyle=lineStyle)
if c68_p: leg2.AddEntry(c68_p[0], label, "L")
leg2.Draw()
PyROOTUtils.DrawText(0.66, 0.88, "68% CL contours", textSize=0.03)
leg = PyROOTUtils.Legend(0.65, 0.86, textSize=0.03)
leg.AddEntry(SMMarker, "Standard Model", "P")
c68 = drawContours(fullFile,
"profiledNLL",
scale=2.0,
color=ROOT.kBlack,
lineStyle=ROOT.kDashed,
lineWidth=3)
c68_f = drawContours(effFile,
"profiledNLL",
scale=2.0,
color=ROOT.kBlack,
lineStyle=ROOT.kDotted)
if c68: leg.AddEntry(c68[0], "full model", "L")
if c68_f: leg.AddEntry(c68_f[0], "fixed effective", "L")
leg.Draw()
def muTMuWInterpCodes(opts={}):
cont = [
("InterpCode=0", ROOT.kRed - 3,
"output/twoBin/scenarioC/muTmuW_profiledContour_template0.root"),
("InterpCode=4", ROOT.kGreen,
"output/twoBin/scenarioC/muTmuW_profiledContour.root"),
("InterpCode=-1", ROOT.kBlue,
"output/twoBin/scenarioC/muTmuW_profiledContour_templateM1.root"),
("InterpCode=-4", ROOT.kGray,
"output/twoBin/scenarioC/muTmuW_profiledContour_template14_etasgeneric_M4.root"
),
]
leg2 = PyROOTUtils.Legend(0.65, 0.90, textSize=0.03)
for name, color, inFile in cont:
c68 = drawContours(inFile, "muTmuW", scale=2.0, color=color)
container.append(c68)
if c68: leg2.AddEntry(c68[0], name, "L")
leg2.Draw()
leg = PyROOTUtils.Legend(0.2, 0.90, textSize=0.03)
leg.AddEntry(SMMarker, "Standard Model", "P")
leg.AddEntry(blackSolid, "68% CL full model", "L")
leg.AddEntry(blackDashed, "68% CL fixed effective", "L")
leg.Draw()
def countingMuTMuW( opts ):
mainModelSuffix = ""
profileSuffix = ""
modelSuffix = ""
if 'model' in opts and opts['model'] != "" and opts['model'] != "template4":
profileSuffix = "_"+opts['model']
if 'model' in opts and 'box' in opts['model']:
mainModelSuffix = "_box"
if 'model' in opts and 'wideGauss' in opts['model']:
mainModelSuffix = "_wideGauss"
if 'interpCode0' in opts:
modelSuffix = '_interpCode0'
# if 'model' in opts and ('template0' in opts['model'] or 'template10' in opts['model']):
# if 'model' in opts and ('template0' in opts['model']):
# modelSuffix = "_interpCode0"
c68_2ph = drawContours( "output/atlas_counting/2ph"+modelSuffix+mainModelSuffix+"/muTmuW.root", "profiledNLL", scale=2.0, color = ROOT.kRed-3, lineStyle=ROOT.kDashed, lineWidth=3, drawSmallestBinMarker=True )
c68_4l = drawContours( "output/atlas_counting/4l"+modelSuffix+mainModelSuffix+"/muTmuW.root", "profiledNLL", scale=2.0, color = ROOT.kBlue, lineStyle=ROOT.kDashed, lineWidth=3, drawSmallestBinMarker=True )
c68_lvlv = drawContours( "output/atlas_counting/lvlv"+modelSuffix+mainModelSuffix+"/muTmuW.root", "profiledNLL", scale=2.0, color = ROOT.kGreen-2, lineStyle=ROOT.kDashed, lineWidth=3, drawSmallestBinMarker=True )
c68_2ph_f = drawContours( "output/atlas_counting/2ph"+modelSuffix+"/muTmuW_eff.root", "profiledNLL", scale=2.0, color = ROOT.kRed-3, lineStyle=ROOT.kDotted )
c68_4l_f = drawContours( "output/atlas_counting/4l"+modelSuffix+"/muTmuW_eff.root", "profiledNLL", scale=2.0, color = ROOT.kBlue, lineStyle=ROOT.kDotted )
c68_lvlv_f = drawContours( "output/atlas_counting/lvlv"+modelSuffix+"/muTmuW_eff.root", "profiledNLL", scale=2.0, color = ROOT.kGreen-2, lineStyle=ROOT.kDotted )
# c68_2ph_s = drawContours( "output/atlas_counting/2ph"+modelSuffix+"/muTmuW_statOnly.root", "profiledNLL", scale=2.0, color = ROOT.kRed-3, lineStyle=ROOT.kDashed, lineWidth=4, drawSmallestBinMarker=True )
# c68_4l_s = drawContours( "output/atlas_counting/4l"+modelSuffix+"/muTmuW_statOnly.root", "profiledNLL", scale=2.0, color = ROOT.kBlue, lineStyle=ROOT.kDashed, lineWidth=4 )
# c68_lvlv_s = drawContours( "output/atlas_counting/lvlv"+modelSuffix+"/muTmuW_statOnly.root", "profiledNLL", scale=2.0, color = ROOT.kGreen-2, lineStyle=ROOT.kDashed, lineWidth=4 )
if 'model' in opts:
c68_2ph_p = drawContours( "output/atlas_counting/2ph"+modelSuffix+"/muTmuW_profiledContour"+profileSuffix+".root", "muTmuW", color = ROOT.kRed-4, lineStyle=ROOT.kSolid, drawSmallestBinMarker=True )
c68_4l_p = drawContours( "output/atlas_counting/4l"+modelSuffix+"/muTmuW_profiledContour"+profileSuffix+".root", "muTmuW", color = ROOT.kAzure-4, lineStyle=ROOT.kSolid, drawSmallestBinMarker=True )
c68_lvlv_p = drawContours( "output/atlas_counting/lvlv"+modelSuffix+"/muTmuW_profiledContour"+profileSuffix+".root", "muTmuW", color = ROOT.kGreen+1, lineStyle=ROOT.kSolid, drawSmallestBinMarker=True )
leg = PyROOTUtils.Legend( 0.2, 0.20, textSize=0.025, valign="bottom" )
leg.AddEntry( SMMarker, "Standard Model", "P" )
leg.AddEntry( blackDashedThick, "68% CL full model", "L" )
leg.AddEntry( blackDotted, "68% CL w/o theory uncert.", "L" )
if 'model' in opts: leg.AddEntry( blackSolid, "68% CL recoupled", "L" )
leg.Draw()
leg2 = PyROOTUtils.Legend( 0.65, 0.90, textSize = 0.025 )
l2ph = PyROOTUtils.DrawHLine(400.0, lineWidth=2, lineColor=ROOT.kRed-3)
l4l = PyROOTUtils.DrawHLine(400.0, lineWidth=2, lineColor=ROOT.kBlue)
llvlv = PyROOTUtils.DrawHLine(400.0, lineWidth=2, lineColor=ROOT.kGreen-2)
container.append( (l2ph,l4l,llvlv) )
if c68_2ph: leg2.AddEntry( l2ph, "H #rightarrow #gamma#gamma", "L" )
if c68_4l: leg2.AddEntry( l4l, "H #rightarrow ZZ* #rightarrow 4l", "L" )
if c68_lvlv: leg2.AddEntry( llvlv, "H #rightarrow WW* #rightarrow l#nul#nu", "L" )
leg2.Draw()
def muTMuWOverview(opts={}):
cont = [
("scenarioA", ROOT.kRed-3, "output/twoBin/scenarioA/muTmuW.root"),
("scenarioB", ROOT.kGreen, "output/twoBin/scenarioB/muTmuW.root"),
("scenarioC", ROOT.kBlue, "output/twoBin/scenarioC/muTmuW.root"),
]
leg2 = PyROOTUtils.Legend( 0.65, 0.90, textSize = 0.03 )
for name,color,inFile in cont:
c68 = drawContours( inFile, "profiledNLL", scale=2.0, color=color )
c68_f = drawContours( inFile.replace(".root","_eff.root"), "profiledNLL", scale=2.0, color=color, lineStyle=ROOT.kDashed )
container.append( (c68,c68_f) )
if c68: leg2.AddEntry( c68[0], name, "L" )
leg2.Draw()
leg = PyROOTUtils.Legend( 0.2, 0.90, textSize=0.03 )
leg.AddEntry( SMMarker, "Standard Model", "P" )
leg.AddEntry( blackSolid, "68% CL full model", "L" )
leg.AddEntry( blackDashed, "68% CL fixed effective", "L" )
leg.Draw()
def muTMuWOverviewNegScenarios(opts={}):
cont = [
("1x sys, cat. uni.", ROOT.kRed-3, "output/twoBin/oneAlpha_catUniversal/muTmuW.root"),
("1x sys, not cat. uni.", ROOT.kGreen, "output/twoBin/oneAlpha_catNonUniversal/muTmuW.root"),
("2x sys, cat. uni.", ROOT.kOrange, "output/twoBin/twoAlpha_catUniversal/muTmuW.root"),
("2x sys, not cat. uni.", ROOT.kBlue, "output/twoBin/twoAlpha_catNonUniversal/muTmuW.root"),
]
leg2 = PyROOTUtils.Legend( 0.65, 0.90, textSize = 0.03 )
for name,color,inFile in cont:
c68 = drawContours( inFile, "profiledNLL", scale=2.0, color=color )
c68_f = drawContours( inFile.replace(".root","_eff.root"), "profiledNLL", scale=2.0, color=color, lineStyle=ROOT.kDashed )
container.append( (c68,c68_f) )
leg2.AddEntry( c68[0], name, "L" )
leg2.Draw()
leg = PyROOTUtils.Legend( 0.2, 0.90, textSize=0.03 )
leg.AddEntry( SMMarker, "Standard Model", "P" )
leg.AddEntry( blackSolid, "68% CL full model", "L" )
leg.AddEntry( blackDashed, "68% CL fixed effective", "L" )
leg.Draw()
def profiledContourOverlay(opts={}):
if 'box' not in opts: fullFile = "output/twoBin/"+opts['type']+"/muTmuW.root"
else: fullFile = "output/twoBin/"+opts['type']+"_box/muTmuW.root"
effFile = "output/twoBin/"+opts['type']+"/muTmuW_eff.root"
learningSuffix = ''
if 'learningFull' in opts: learningSuffix = 'Full'
profiledFiles = [
('aligned', "output/twoBin/"+opts['type']+"/muTmuW_profiledContour_template0.root", ROOT.kRed, ROOT.kSolid),
('learning', "output/twoBin/"+opts['type']+"/muTmuW_profiledContour_template20_etasgeneric20_learning"+learningSuffix+".root", ROOT.kBlue, 5),
]
if 'byHand' in opts:
profiledFiles.insert(1,
('by hand', "output/twoBin/"+opts['type']+"/muTmuW_profiledContour_template10_etasgeneric_M5.root", ROOT.kGreen+2, ROOT.kDashed)
)
if 'box' in opts:
profiledFiles = [(n,f.replace('.root','_box1.0.root'),c,s) for n,f,c,s in profiledFiles]
PyROOTUtils.DrawText(0.22, 0.88, "Recoupled contours", textSize=0.03)
leg2 = PyROOTUtils.Legend( 0.22, 0.86, textSize = 0.03 )
for label, fileName, color, lineStyle in profiledFiles:
c68_p = drawContours( fileName, "muTmuW", color=color, lineStyle=lineStyle )
if c68_p: leg2.AddEntry( c68_p[0], label, "L" )
leg2.Draw()
PyROOTUtils.DrawText(0.66, 0.88, "68% CL contours", textSize=0.03)
leg = PyROOTUtils.Legend( 0.65, 0.86, textSize = 0.03 )
leg.AddEntry( SMMarker, "Standard Model", "P" )
c68 = drawContours( fullFile, "profiledNLL", scale=2.0, color=ROOT.kBlack, lineStyle=ROOT.kDashed, lineWidth=3 )
c68_f = drawContours( effFile, "profiledNLL", scale=2.0, color=ROOT.kBlack, lineStyle=ROOT.kDotted )
if c68: leg.AddEntry( c68[0], "full model", "L" )
if c68_f: leg.AddEntry( c68_f[0], "fixed effective", "L" )
leg.Draw()
def muTMuWInterpCodes(opts={}):
cont = [
("InterpCode=0", ROOT.kRed-3, "output/twoBin/scenarioC/muTmuW_profiledContour_template0.root"),
("InterpCode=4", ROOT.kGreen, "output/twoBin/scenarioC/muTmuW_profiledContour.root"),
("InterpCode=-1", ROOT.kBlue, "output/twoBin/scenarioC/muTmuW_profiledContour_templateM1.root"),
("InterpCode=-4", ROOT.kGray, "output/twoBin/scenarioC/muTmuW_profiledContour_template14_etasgeneric_M4.root"),
]
leg2 = PyROOTUtils.Legend( 0.65, 0.90, textSize = 0.03 )
for name,color,inFile in cont:
c68 = drawContours( inFile, "muTmuW", scale=2.0, color=color )
container.append( c68 )
if c68: leg2.AddEntry( c68[0], name, "L" )
leg2.Draw()
leg = PyROOTUtils.Legend( 0.2, 0.90, textSize=0.03 )
leg.AddEntry( SMMarker, "Standard Model", "P" )
leg.AddEntry( blackSolid, "68% CL full model", "L" )
leg.AddEntry( blackDashed, "68% CL fixed effective", "L" )
leg.Draw()
def countingMuTMuWShifted( opts ):
modelSuffix = ''
if 'interpCode0' in opts: modelSuffix = '_interpCode0'
drawMarker = True
if 'etaArrows' in opts: drawMarker = False
c68_2ph_f = drawContours( "output/atlas_counting/2ph"+modelSuffix+"/muTmuW_eff_"+opts['model']+"_0.0.root", "muTmuW", color = ROOT.kRed-3, drawSmallestBinMarker=drawMarker )
c68_4l_f = drawContours( "output/atlas_counting/4l"+modelSuffix+"/muTmuW_eff_"+opts['model']+"_0.0.root", "muTmuW", color = ROOT.kBlue, drawSmallestBinMarker=drawMarker )
c68_lvlv_f = drawContours( "output/atlas_counting/lvlv"+modelSuffix+"/muTmuW_eff_"+opts['model']+"_0.0.root", "muTmuW", color = ROOT.kGreen-2, drawSmallestBinMarker=drawMarker )
c68_2ph_s = drawContours( "output/atlas_counting/2ph"+modelSuffix+"/muTmuW_eff_"+opts['model']+"_1.0.root", "muTmuW", color = ROOT.kRed-3, lineStyle=ROOT.kDashed, drawSmallestBinMarker=drawMarker )
c68_4l_s = drawContours( "output/atlas_counting/4l"+modelSuffix+"/muTmuW_eff_"+opts['model']+"_1.0.root", "muTmuW", color = ROOT.kBlue, lineStyle=ROOT.kDashed, drawSmallestBinMarker=drawMarker )
c68_lvlv_s = drawContours( "output/atlas_counting/lvlv"+modelSuffix+"/muTmuW_eff_"+opts['model']+"_1.0.root", "muTmuW", color = ROOT.kGreen-2, lineStyle=ROOT.kDashed, drawSmallestBinMarker=drawMarker )
if 'etaArrows' in opts:
arrows = []
for c in ['2ph','4l','lvlv']:
try:
with open("output/atlas_counting/"+c+modelSuffix+"/table_etas.pickle", "rb") as f:
etasAll = pickle.load( f )
muHat = {
'muT':etasAll['generic20_learning'].values()[0]['muT__hat'],
'muW':etasAll['generic20_learning'].values()[0]['muW__hat'],
}
arrows = etas.drawArrows( etasAll['fisherInfo'], muHat, lineWidth=1.0, template=0 )
container.append(arrows)
except IOError:
print( "WARNING: Could not open:" )
print( "output/atlas_counting/"+c+modelSuffix+"/table_etas.pickle" )
except:
print( "ERROR!!!!!!!!!!")
leg = PyROOTUtils.Legend( 0.64,0.78, textSize=0.025 )
for a,p in arrows: leg.AddEntry( a, parameterNames[p.replace("alpha_","")], "L" )
leg.Draw()
leg = PyROOTUtils.Legend( 0.2, 0.30, textSize=0.025 )
leg.AddEntry( SMMarker, "Standard Model", "P" )
leg.AddEntry( blackSolid, "68% CL with #alpha at nominal", "L" )
leg.AddEntry( blackDashed, "68% CL with #alpha at +1 #sigma", "L" )
leg.Draw()
leg2 = PyROOTUtils.Legend( 0.64, 0.90, textSize = 0.025 )
if c68_2ph_f: leg2.AddEntry( c68_2ph_f[0], "H #rightarrow #gamma#gamma", "L" )
if c68_4l_f: leg2.AddEntry( c68_4l_f[0], "H #rightarrow ZZ* #rightarrow 4l", "L" )
if c68_lvlv_f: leg2.AddEntry( c68_lvlv_f[0], "H #rightarrow WW* #rightarrow l#nul#nu", "L" )
leg2.Draw()
def draw_CouplingContour( model, opts, colorFull = ROOT.kBlue, colorRecoupled = ROOT.kRed, lineStyleFull1s=ROOT.kSolid, lineStyleFull2s=ROOT.kDashed, lineStyleRecoupled1s=ROOT.kSolid, lineStyleRecoupled2s=ROOT.kDashed, lineWidthFull1s=2, lineWidthFull2s=2, lineWidthRecoupled1s=2, lineWidthRecoupled2s=2, couplingType = 'kVkF', ): combination = "2ph_4l_lvlv" drawMarkers = True recoupledLabel = 'recoupled' recoupledLabel2 = None mainModelSuffix = "" profileSuffix = "" if 'interpCode0' in opts: combination += "_interpCode0" if model != "": profileSuffix = "_"+model if 'box' in model: mainModelSuffix += "_box" drawMarkers = False recoupledLabel = 'recoupled (Rfit)' if 'wideGauss' in model: mainModelSuffix += "_wideGauss" recoupledLabel = 'recoupled' recoupledLabel2 = '(x1.3 uncertainty)' c68 = drawContours( "output/atlas_counting/"+combination+mainModelSuffix+"/"+couplingType+".root", couplingType, color = colorFull, lineStyle=lineStyleFull1s, lineWidth=lineWidthFull1s, drawSmallestBinMarker=drawMarkers ) c95 = drawContours( "output/atlas_counting/"+combination+mainModelSuffix+"/"+couplingType+".root", couplingType, color = colorFull, lineStyle=lineStyleFull2s, lineWidth=lineWidthFull2s, level=6.0, levelName="95" ) c68_p = drawContours( "output/atlas_counting/"+combination+"/"+couplingType+"_profiledContour"+profileSuffix+".root", couplingType, color = colorRecoupled, lineStyle=lineStyleRecoupled1s, lineWidth=lineWidthRecoupled1s, drawSmallestBinMarker=drawMarkers ) c95_p = drawContours( "output/atlas_counting/"+combination+"/"+couplingType+"_profiledContour"+profileSuffix+".root", couplingType, color = colorRecoupled, lineStyle=lineStyleRecoupled2s, lineWidth=lineWidthRecoupled2s, level=6.0, levelName="95" ) if 'box' not in model and 'wideGauss' not in model and 'skipNaive' not in opts: c68_n = drawContours( "output/atlas_counting/"+combination+"/"+couplingType+"_profiledContour_template20_etasNone.root", couplingType, color = ROOT.kGreen-2, drawSmallestBinMarker=drawMarkers ) c95_n = drawContours( "output/atlas_counting/"+combination+"/"+couplingType+"_profiledContour_template20_etasNone.root", couplingType, color = ROOT.kGreen-2, lineStyle=ROOT.kDashed, level=6.0, levelName="95" ) else: c68_n,c95_n = (None,None) return (c68,c68_p,c68_n,recoupledLabel,recoupledLabel2)
def countingMuTMuWShifted(opts):
modelSuffix = ''
if 'interpCode0' in opts: modelSuffix = '_interpCode0'
drawMarker = True
if 'etaArrows' in opts: drawMarker = False
c68_2ph_f = drawContours("output/atlas_counting/2ph" + modelSuffix +
"/muTmuW_eff_" + opts['model'] + "_0.0.root",
"muTmuW",
color=ROOT.kRed - 3,
drawSmallestBinMarker=drawMarker)
c68_4l_f = drawContours("output/atlas_counting/4l" + modelSuffix +
"/muTmuW_eff_" + opts['model'] + "_0.0.root",
"muTmuW",
color=ROOT.kBlue,
drawSmallestBinMarker=drawMarker)
c68_lvlv_f = drawContours("output/atlas_counting/lvlv" + modelSuffix +
"/muTmuW_eff_" + opts['model'] + "_0.0.root",
"muTmuW",
color=ROOT.kGreen - 2,
drawSmallestBinMarker=drawMarker)
c68_2ph_s = drawContours("output/atlas_counting/2ph" + modelSuffix +
"/muTmuW_eff_" + opts['model'] + "_1.0.root",
"muTmuW",
color=ROOT.kRed - 3,
lineStyle=ROOT.kDashed,
drawSmallestBinMarker=drawMarker)
c68_4l_s = drawContours("output/atlas_counting/4l" + modelSuffix +
"/muTmuW_eff_" + opts['model'] + "_1.0.root",
"muTmuW",
color=ROOT.kBlue,
lineStyle=ROOT.kDashed,
drawSmallestBinMarker=drawMarker)
c68_lvlv_s = drawContours("output/atlas_counting/lvlv" + modelSuffix +
"/muTmuW_eff_" + opts['model'] + "_1.0.root",
"muTmuW",
color=ROOT.kGreen - 2,
lineStyle=ROOT.kDashed,
drawSmallestBinMarker=drawMarker)
if 'etaArrows' in opts:
arrows = []
for c in ['2ph', '4l', 'lvlv']:
try:
with open(
"output/atlas_counting/" + c + modelSuffix +
"/table_etas.pickle", "rb") as f:
etasAll = pickle.load(f)
muHat = {
'muT':
etasAll['generic20_learning'].values()[0]['muT__hat'],
'muW':
etasAll['generic20_learning'].values()[0]['muW__hat'],
}
arrows = etas.drawArrows(etasAll['fisherInfo'],
muHat,
lineWidth=1.0,
template=0)
container.append(arrows)
except IOError:
print("WARNING: Could not open:")
print("output/atlas_counting/" + c + modelSuffix +
"/table_etas.pickle")
except:
print("ERROR!!!!!!!!!!")
leg = PyROOTUtils.Legend(0.64, 0.78, textSize=0.025)
for a, p in arrows:
leg.AddEntry(a, parameterNames[p.replace("alpha_", "")], "L")
leg.Draw()
leg = PyROOTUtils.Legend(0.2, 0.30, textSize=0.025)
leg.AddEntry(SMMarker, "Standard Model", "P")
leg.AddEntry(blackSolid, "68% CL with #alpha at nominal", "L")
leg.AddEntry(blackDashed, "68% CL with #alpha at +1 #sigma", "L")
leg.Draw()
leg2 = PyROOTUtils.Legend(0.64, 0.90, textSize=0.025)
if c68_2ph_f:
leg2.AddEntry(c68_2ph_f[0], "H #rightarrow #gamma#gamma", "L")
if c68_4l_f:
leg2.AddEntry(c68_4l_f[0], "H #rightarrow ZZ* #rightarrow 4l", "L")
if c68_lvlv_f:
leg2.AddEntry(c68_lvlv_f[0], "H #rightarrow WW* #rightarrow l#nul#nu",
"L")
leg2.Draw()
def draw_CouplingContour(
model,
opts,
colorFull=ROOT.kBlue,
colorRecoupled=ROOT.kRed,
lineStyleFull1s=ROOT.kSolid,
lineStyleFull2s=ROOT.kDashed,
lineStyleRecoupled1s=ROOT.kSolid,
lineStyleRecoupled2s=ROOT.kDashed,
lineWidthFull1s=2,
lineWidthFull2s=2,
lineWidthRecoupled1s=2,
lineWidthRecoupled2s=2,
couplingType='kVkF',
):
combination = "2ph_4l_lvlv"
drawMarkers = True
recoupledLabel = 'recoupled'
recoupledLabel2 = None
mainModelSuffix = ""
profileSuffix = ""
if 'interpCode0' in opts: combination += "_interpCode0"
if model != "": profileSuffix = "_" + model
if 'box' in model:
mainModelSuffix += "_box"
drawMarkers = False
recoupledLabel = 'recoupled (Rfit)'
if 'wideGauss' in model:
mainModelSuffix += "_wideGauss"
recoupledLabel = 'recoupled'
recoupledLabel2 = '(x1.3 uncertainty)'
c68 = drawContours("output/atlas_counting/" + combination +
mainModelSuffix + "/" + couplingType + ".root",
couplingType,
color=colorFull,
lineStyle=lineStyleFull1s,
lineWidth=lineWidthFull1s,
drawSmallestBinMarker=drawMarkers)
c95 = drawContours("output/atlas_counting/" + combination +
mainModelSuffix + "/" + couplingType + ".root",
couplingType,
color=colorFull,
lineStyle=lineStyleFull2s,
lineWidth=lineWidthFull2s,
level=6.0,
levelName="95")
c68_p = drawContours("output/atlas_counting/" + combination + "/" +
couplingType + "_profiledContour" + profileSuffix +
".root",
couplingType,
color=colorRecoupled,
lineStyle=lineStyleRecoupled1s,
lineWidth=lineWidthRecoupled1s,
drawSmallestBinMarker=drawMarkers)
c95_p = drawContours("output/atlas_counting/" + combination + "/" +
couplingType + "_profiledContour" + profileSuffix +
".root",
couplingType,
color=colorRecoupled,
lineStyle=lineStyleRecoupled2s,
lineWidth=lineWidthRecoupled2s,
level=6.0,
levelName="95")
if 'box' not in model and 'wideGauss' not in model and 'skipNaive' not in opts:
c68_n = drawContours("output/atlas_counting/" + combination + "/" +
couplingType +
"_profiledContour_template20_etasNone.root",
couplingType,
color=ROOT.kGreen - 2,
drawSmallestBinMarker=drawMarkers)
c95_n = drawContours("output/atlas_counting/" + combination + "/" +
couplingType +
"_profiledContour_template20_etasNone.root",
couplingType,
color=ROOT.kGreen - 2,
lineStyle=ROOT.kDashed,
level=6.0,
levelName="95")
else:
c68_n, c95_n = (None, None)
return (c68, c68_p, c68_n, recoupledLabel, recoupledLabel2)
def countingMuTMuW(opts):
mainModelSuffix = ""
profileSuffix = ""
modelSuffix = ""
if 'model' in opts and opts['model'] != "" and opts['model'] != "template4":
profileSuffix = "_" + opts['model']
if 'model' in opts and 'box' in opts['model']:
mainModelSuffix = "_box"
if 'model' in opts and 'wideGauss' in opts['model']:
mainModelSuffix = "_wideGauss"
if 'interpCode0' in opts:
modelSuffix = '_interpCode0'
# if 'model' in opts and ('template0' in opts['model'] or 'template10' in opts['model']):
# if 'model' in opts and ('template0' in opts['model']):
# modelSuffix = "_interpCode0"
c68_2ph = drawContours("output/atlas_counting/2ph" + modelSuffix +
mainModelSuffix + "/muTmuW.root",
"profiledNLL",
scale=2.0,
color=ROOT.kRed - 3,
lineStyle=ROOT.kDashed,
lineWidth=3,
drawSmallestBinMarker=True)
c68_4l = drawContours("output/atlas_counting/4l" + modelSuffix +
mainModelSuffix + "/muTmuW.root",
"profiledNLL",
scale=2.0,
color=ROOT.kBlue,
lineStyle=ROOT.kDashed,
lineWidth=3,
drawSmallestBinMarker=True)
c68_lvlv = drawContours("output/atlas_counting/lvlv" + modelSuffix +
mainModelSuffix + "/muTmuW.root",
"profiledNLL",
scale=2.0,
color=ROOT.kGreen - 2,
lineStyle=ROOT.kDashed,
lineWidth=3,
drawSmallestBinMarker=True)
c68_2ph_f = drawContours("output/atlas_counting/2ph" + modelSuffix +
"/muTmuW_eff.root",
"profiledNLL",
scale=2.0,
color=ROOT.kRed - 3,
lineStyle=ROOT.kDotted)
c68_4l_f = drawContours("output/atlas_counting/4l" + modelSuffix +
"/muTmuW_eff.root",
"profiledNLL",
scale=2.0,
color=ROOT.kBlue,
lineStyle=ROOT.kDotted)
c68_lvlv_f = drawContours("output/atlas_counting/lvlv" + modelSuffix +
"/muTmuW_eff.root",
"profiledNLL",
scale=2.0,
color=ROOT.kGreen - 2,
lineStyle=ROOT.kDotted)
# c68_2ph_s = drawContours( "output/atlas_counting/2ph"+modelSuffix+"/muTmuW_statOnly.root", "profiledNLL", scale=2.0, color = ROOT.kRed-3, lineStyle=ROOT.kDashed, lineWidth=4, drawSmallestBinMarker=True )
# c68_4l_s = drawContours( "output/atlas_counting/4l"+modelSuffix+"/muTmuW_statOnly.root", "profiledNLL", scale=2.0, color = ROOT.kBlue, lineStyle=ROOT.kDashed, lineWidth=4 )
# c68_lvlv_s = drawContours( "output/atlas_counting/lvlv"+modelSuffix+"/muTmuW_statOnly.root", "profiledNLL", scale=2.0, color = ROOT.kGreen-2, lineStyle=ROOT.kDashed, lineWidth=4 )
if 'model' in opts:
c68_2ph_p = drawContours("output/atlas_counting/2ph" + modelSuffix +
"/muTmuW_profiledContour" + profileSuffix +
".root",
"muTmuW",
color=ROOT.kRed - 4,
lineStyle=ROOT.kSolid,
drawSmallestBinMarker=True)
c68_4l_p = drawContours("output/atlas_counting/4l" + modelSuffix +
"/muTmuW_profiledContour" + profileSuffix +
".root",
"muTmuW",
color=ROOT.kAzure - 4,
lineStyle=ROOT.kSolid,
drawSmallestBinMarker=True)
c68_lvlv_p = drawContours("output/atlas_counting/lvlv" + modelSuffix +
"/muTmuW_profiledContour" + profileSuffix +
".root",
"muTmuW",
color=ROOT.kGreen + 1,
lineStyle=ROOT.kSolid,
drawSmallestBinMarker=True)
leg = PyROOTUtils.Legend(0.2, 0.20, textSize=0.025, valign="bottom")
leg.AddEntry(SMMarker, "Standard Model", "P")
leg.AddEntry(blackDashedThick, "68% CL full model", "L")
leg.AddEntry(blackDotted, "68% CL w/o theory uncert.", "L")
if 'model' in opts: leg.AddEntry(blackSolid, "68% CL recoupled", "L")
leg.Draw()
leg2 = PyROOTUtils.Legend(0.65, 0.90, textSize=0.025)
l2ph = PyROOTUtils.DrawHLine(400.0, lineWidth=2, lineColor=ROOT.kRed - 3)
l4l = PyROOTUtils.DrawHLine(400.0, lineWidth=2, lineColor=ROOT.kBlue)
llvlv = PyROOTUtils.DrawHLine(400.0,
lineWidth=2,
lineColor=ROOT.kGreen - 2)
container.append((l2ph, l4l, llvlv))
if c68_2ph: leg2.AddEntry(l2ph, "H #rightarrow #gamma#gamma", "L")
if c68_4l: leg2.AddEntry(l4l, "H #rightarrow ZZ* #rightarrow 4l", "L")
if c68_lvlv:
leg2.AddEntry(llvlv, "H #rightarrow WW* #rightarrow l#nul#nu", "L")
leg2.Draw()
def profiledContour(opts={}):
if opts["type"] == "oneAlpha_catUniversal":
modelType = "oneAlpha_catUniversal"
color = ROOT.kRed - 3
elif opts["type"] == "oneAlpha_catNonUniversal":
modelType = "oneAlpha_catNonUniversal"
color = ROOT.kGreen - 2
elif opts["type"] == "twoAlpha_catUniversal":
modelType = "twoAlpha_catUniversal"
color = ROOT.kOrange - 3
elif opts["type"] == "twoAlpha_catNonUniversal":
modelType = "twoAlpha_catNonUniversal"
color = ROOT.kBlue
elif opts["type"] == "oneAlpha_catUniversal_interpCode0":
modelType = "oneAlpha_catUniversal_interpCode0"
color = ROOT.kRed - 3
elif opts["type"] == "oneAlpha_catNonUniversal_interpCode0":
modelType = "oneAlpha_catNonUniversal_interpCode0"
color = ROOT.kGreen - 2
elif opts["type"] == "twoAlpha_catUniversal_interpCode0":
modelType = "twoAlpha_catUniversal_interpCode0"
color = ROOT.kOrange - 3
elif opts["type"] == "twoAlpha_catNonUniversal_interpCode0":
modelType = "twoAlpha_catNonUniversal_interpCode0"
color = ROOT.kBlue
elif opts["type"] == "scenarioA":
modelType = "scenarioA"
color = ROOT.kRed - 3
elif opts["type"] == "scenarioA2":
modelType = "scenarioA2"
color = ROOT.kRed - 3
elif opts["type"] == "scenarioB":
modelType = "scenarioB"
color = ROOT.kGreen - 2
elif opts["type"] == "scenarioC":
modelType = "scenarioC"
color = ROOT.kBlue
elif opts["type"] == "scenarioC2":
modelType = "scenarioC2"
color = ROOT.kBlue
elif opts["type"] == "scenarioD":
modelType = "scenarioD"
color = ROOT.kGreen
elif opts["type"] == "scenarioA_interpCode0":
modelType = "scenarioA_interpCode0"
color = ROOT.kRed - 3
elif opts["type"] == "scenarioA2_interpCode0":
modelType = "scenarioA2_interpCode0"
color = ROOT.kRed - 3
elif opts["type"] == "scenarioB_interpCode0":
modelType = "scenarioB_interpCode0"
color = ROOT.kGreen - 2
elif opts["type"] == "scenarioC_interpCode0":
modelType = "scenarioC_interpCode0"
color = ROOT.kBlue
elif opts["type"] == "scenarioC2_interpCode0":
modelType = "scenarioC2_interpCode0"
color = ROOT.kBlue
elif opts["type"] == "scenarioD_interpCode0":
modelType = "scenarioD_interpCode0"
color = ROOT.kGreen
effFile = "output/twoBin/" + modelType + "/muTmuW_eff.root"
if "template0" in opts:
inFile = "output/twoBin/" + modelType + "_interpCode0/muTmuW.root"
profiledFile = "output/twoBin/" + modelType + "/muTmuW_profiledContour_template0.root"
elif "templateM1" in opts:
inFile = "output/twoBin/" + modelType + "_additiveMu_interpCode0/muTmuW.root"
profiledFile = "output/twoBin/" + modelType + "/muTmuW_profiledContour_templateM1.root"
elif "template14_etasgeneric_M4" in opts:
inFile = "output/twoBin/" + modelType + "/muTmuW.root"
profiledFile = "output/twoBin/" + modelType + "/muTmuW_profiledContour_template14_etasgeneric_M4.root"
elif "template14_etasgeneric_M5" in opts:
inFile = "output/twoBin/" + modelType + "/muTmuW.root"
profiledFile = "output/twoBin/" + modelType + "/muTmuW_profiledContour_template14_etasgeneric_M5.root"
elif "template14_etasgeneric_fisherInfo" in opts:
inFile = "output/twoBin/" + modelType + "/muTmuW.root"
profiledFile = "output/twoBin/" + modelType + "/muTmuW_profiledContour_template14_etasgeneric_fisherInfo.root"
elif "template10_etasgeneric10_learning" in opts:
inFile = "output/twoBin/" + modelType + "/muTmuW.root"
profiledFile = "output/twoBin/" + modelType + "/muTmuW_profiledContour_template10_etasgeneric10_learning.root"
elif "template14_etasgeneric14_learning" in opts:
inFile = "output/twoBin/" + modelType + "/muTmuW.root"
profiledFile = "output/twoBin/" + modelType + "/muTmuW_profiledContour_template14_etasgeneric14_learning.root"
elif "template20_etasgeneric20_learning" in opts:
inFile = "output/twoBin/" + modelType + "/muTmuW.root"
profiledFile = "output/twoBin/" + modelType + "/muTmuW_profiledContour_template20_etasgeneric20_learning.root"
elif "template24_etasgeneric24_learning" in opts:
inFile = "output/twoBin/" + modelType + "/muTmuW.root"
profiledFile = "output/twoBin/" + modelType + "/muTmuW_profiledContour_template24_etasgeneric24_learning.root"
elif "template20_etasgeneric20_learning_box1.0" in opts:
inFile = "output/twoBin/" + modelType + "_box/muTmuW.root"
profiledFile = "output/twoBin/" + modelType + "/muTmuW_profiledContour_template20_etasgeneric20_learning_box1.0.root"
else:
inFile = "output/twoBin/" + modelType + "/muTmuW.root"
profiledFile = "output/twoBin/" + modelType + "/muTmuW_profiledContour.root"
c68 = drawContours(inFile, "profiledNLL", scale=2.0, color=color)
c68_f = drawContours(effFile,
"profiledNLL",
scale=2.0,
color=color,
lineStyle=ROOT.kDashed)
c68_p = drawContours(profiledFile,
"muTmuW",
color=ROOT.kGray + 2,
lineStyle=ROOT.kDotted)
container.append((c68, c68_f, c68_p))
PyROOTUtils.DrawText(0.66, 0.88, "68% CL contours", textSize=0.03)
leg2 = PyROOTUtils.Legend(0.65, 0.85, textSize=0.03)
leg2.AddEntry(SMMarker, "Standard Model", "P")
if c68: leg2.AddEntry(c68[0], "full model", "L")
if c68_f: leg2.AddEntry(c68_f[0], "fixed effective", "L")
if c68_p: leg2.AddEntry(c68_p[0], "profiled effective", "L")
leg2.Draw()
def profiledContour(opts={}):
if opts["type"] == "oneAlpha_catUniversal":
modelType = "oneAlpha_catUniversal"
color = ROOT.kRed-3
elif opts["type"] == "oneAlpha_catNonUniversal":
modelType = "oneAlpha_catNonUniversal"
color = ROOT.kGreen-2
elif opts["type"] == "twoAlpha_catUniversal":
modelType = "twoAlpha_catUniversal"
color = ROOT.kOrange-3
elif opts["type"] == "twoAlpha_catNonUniversal":
modelType = "twoAlpha_catNonUniversal"
color = ROOT.kBlue
elif opts["type"] == "oneAlpha_catUniversal_interpCode0":
modelType = "oneAlpha_catUniversal_interpCode0"
color = ROOT.kRed-3
elif opts["type"] == "oneAlpha_catNonUniversal_interpCode0":
modelType = "oneAlpha_catNonUniversal_interpCode0"
color = ROOT.kGreen-2
elif opts["type"] == "twoAlpha_catUniversal_interpCode0":
modelType = "twoAlpha_catUniversal_interpCode0"
color = ROOT.kOrange-3
elif opts["type"] == "twoAlpha_catNonUniversal_interpCode0":
modelType = "twoAlpha_catNonUniversal_interpCode0"
color = ROOT.kBlue
elif opts["type"] == "scenarioA":
modelType = "scenarioA"
color = ROOT.kRed-3
elif opts["type"] == "scenarioA2":
modelType = "scenarioA2"
color = ROOT.kRed-3
elif opts["type"] == "scenarioB":
modelType = "scenarioB"
color = ROOT.kGreen-2
elif opts["type"] == "scenarioC":
modelType = "scenarioC"
color = ROOT.kBlue
elif opts["type"] == "scenarioC2":
modelType = "scenarioC2"
color = ROOT.kBlue
elif opts["type"] == "scenarioD":
modelType = "scenarioD"
color = ROOT.kGreen
elif opts["type"] == "scenarioA_interpCode0":
modelType = "scenarioA_interpCode0"
color = ROOT.kRed-3
elif opts["type"] == "scenarioA2_interpCode0":
modelType = "scenarioA2_interpCode0"
color = ROOT.kRed-3
elif opts["type"] == "scenarioB_interpCode0":
modelType = "scenarioB_interpCode0"
color = ROOT.kGreen-2
elif opts["type"] == "scenarioC_interpCode0":
modelType = "scenarioC_interpCode0"
color = ROOT.kBlue
elif opts["type"] == "scenarioC2_interpCode0":
modelType = "scenarioC2_interpCode0"
color = ROOT.kBlue
elif opts["type"] == "scenarioD_interpCode0":
modelType = "scenarioD_interpCode0"
color = ROOT.kGreen
effFile = "output/twoBin/"+modelType+"/muTmuW_eff.root"
if "template0" in opts:
inFile = "output/twoBin/"+modelType+"_interpCode0/muTmuW.root"
profiledFile = "output/twoBin/"+modelType+"/muTmuW_profiledContour_template0.root"
elif "templateM1" in opts:
inFile = "output/twoBin/"+modelType+"_additiveMu_interpCode0/muTmuW.root"
profiledFile = "output/twoBin/"+modelType+"/muTmuW_profiledContour_templateM1.root"
elif "template14_etasgeneric_M4" in opts:
inFile = "output/twoBin/"+modelType+"/muTmuW.root"
profiledFile = "output/twoBin/"+modelType+"/muTmuW_profiledContour_template14_etasgeneric_M4.root"
elif "template14_etasgeneric_M5" in opts:
inFile = "output/twoBin/"+modelType+"/muTmuW.root"
profiledFile = "output/twoBin/"+modelType+"/muTmuW_profiledContour_template14_etasgeneric_M5.root"
elif "template14_etasgeneric_fisherInfo" in opts:
inFile = "output/twoBin/"+modelType+"/muTmuW.root"
profiledFile = "output/twoBin/"+modelType+"/muTmuW_profiledContour_template14_etasgeneric_fisherInfo.root"
elif "template10_etasgeneric10_learning" in opts:
inFile = "output/twoBin/"+modelType+"/muTmuW.root"
profiledFile = "output/twoBin/"+modelType+"/muTmuW_profiledContour_template10_etasgeneric10_learning.root"
elif "template14_etasgeneric14_learning" in opts:
inFile = "output/twoBin/"+modelType+"/muTmuW.root"
profiledFile = "output/twoBin/"+modelType+"/muTmuW_profiledContour_template14_etasgeneric14_learning.root"
elif "template20_etasgeneric20_learning" in opts:
inFile = "output/twoBin/"+modelType+"/muTmuW.root"
profiledFile = "output/twoBin/"+modelType+"/muTmuW_profiledContour_template20_etasgeneric20_learning.root"
elif "template24_etasgeneric24_learning" in opts:
inFile = "output/twoBin/"+modelType+"/muTmuW.root"
profiledFile = "output/twoBin/"+modelType+"/muTmuW_profiledContour_template24_etasgeneric24_learning.root"
elif "template20_etasgeneric20_learning_box1.0" in opts:
inFile = "output/twoBin/"+modelType+"_box/muTmuW.root"
profiledFile = "output/twoBin/"+modelType+"/muTmuW_profiledContour_template20_etasgeneric20_learning_box1.0.root"
else:
inFile = "output/twoBin/"+modelType+"/muTmuW.root"
profiledFile = "output/twoBin/"+modelType+"/muTmuW_profiledContour.root"
c68 = drawContours( inFile, "profiledNLL", scale=2.0, color=color )
c68_f = drawContours( effFile, "profiledNLL", scale=2.0, color=color, lineStyle=ROOT.kDashed )
c68_p = drawContours(
profiledFile,
"muTmuW", color = ROOT.kGray+2, lineStyle=ROOT.kDotted
)
container.append( (c68,c68_f,c68_p) )
PyROOTUtils.DrawText(0.66, 0.88, "68% CL contours", textSize=0.03)
leg2 = PyROOTUtils.Legend( 0.65, 0.85, textSize = 0.03 )
leg2.AddEntry( SMMarker, "Standard Model", "P" )
if c68: leg2.AddEntry( c68[0], "full model", "L" )
if c68_f: leg2.AddEntry( c68_f[0], "fixed effective", "L" )
if c68_p: leg2.AddEntry( c68_p[0], "profiled effective", "L" )
leg2.Draw()