def getSystDict(cardFnames, region, sig = "", lep = "lep", uncert = "default"):
yields = {}
for cardFname in cardFnames:
binname = os.path.basename(cardFname)
binname = binname.replace('.merge.root','')
tfile = TFile(cardFname,"READ")
if 'Scan' in sig:
sampleDict = getScanYieldDict(tfile, sig ,region, lep)
if type(uncert) == float:
sampleDict.update({key: ( uncert, 0) for key in sampleDict.keys() } )
yields[binname] = sampleDict
else:
tfile.cd(region)
dirList = gDirectory.GetListOfKeys()
sourceYield = {}
for k1 in dirList:
h1 = k1.ReadObj().GetName()
(yd, yerr) = getYield(tfile, h1, region, (lep,'sele'))
if type(uncert) == float:
sourceYield[h1] = (uncert , 0)
yields[binname] = sourceYield
return yields
def getYieldDict(cardFnames, region, sig = "", lep = "lep"):
print "getting dict", sig
yields = {}
for cardFname in cardFnames:
binname = os.path.basename(cardFname)
binname = binname.replace('.merge.root','')
tfile = TFile(cardFname,"READ")
if 'Scan' in sig:
yields[binname] = getScanYieldDict(tfile, sig ,region, lep)
else:
tfile.cd(region)
dirList = gDirectory.GetListOfKeys()
sourceYield = {}
for k1 in dirList:
print k1, k1.ReadObj().GetName()
if 'Name' in k1.ReadObj().GetName() or 'name' in k1.ReadObj().GetName(): continue
h1 = k1.ReadObj().GetName()
(yd, yerr) = getYield(tfile, h1, region, (lep,'sele'))
if 'dummy' in sig:
sourceYield[h1] = (0.3, 0)
else:
sourceYield[h1] = (yd, yerr)
yields[binname] = sourceYield
return yields
def getSystDict(cardFnames, region, sig="", lep="lep", uncert="default"):
yields = {}
for cardFname in cardFnames:
binname = os.path.basename(cardFname)
binname = binname.replace('.merge.root', '')
tfile = TFile(cardFname, "READ")
if 'Scan' in sig:
sampleDict = getScanYieldDict(tfile, sig, region, lep)
if type(uncert) == float:
sampleDict.update(
{key: (uncert, 0)
for key in sampleDict.keys()})
yields[binname] = sampleDict
else:
tfile.cd(region)
dirList = gDirectory.GetListOfKeys()
sourceYield = {}
for k1 in dirList:
h1 = k1.ReadObj().GetName()
(yd, yerr) = getYield(tfile, h1, region, (lep, 'sele'))
if type(uncert) == float:
sourceYield[h1] = (uncert, 0)
yields[binname] = sourceYield
return yields
def getYieldDict(cardFnames, region, sig="", lep="lep"):
print "getting dict", sig
yields = {}
for cardFname in cardFnames:
binname = os.path.basename(cardFname)
binname = binname.replace('.merge.root', '')
tfile = TFile(cardFname, "READ")
if 'Scan' in sig:
yields[binname] = getScanYieldDict(tfile, sig, region, lep)
else:
tfile.cd(region)
dirList = gDirectory.GetListOfKeys()
sourceYield = {}
for k1 in dirList:
print k1, k1.ReadObj().GetName()
if 'Name' in k1.ReadObj().GetName() or 'name' in k1.ReadObj(
).GetName():
continue
h1 = k1.ReadObj().GetName()
(yd, yerr) = getYield(tfile, h1, region, (lep, 'sele'))
if 'dummy' in sig:
sourceYield[h1] = (0.3, 0)
else:
sourceYield[h1] = (yd, yerr)
yields[binname] = sourceYield
return yields
def getPredDict(cardFnames, lep='lep'):
yields = {}
for cardFname in cardFnames:
binname = os.path.basename(cardFname)
binname = binname.replace('.merge.root', '')
tfile = TFile(cardFname, "READ")
h1 = "background"
(ySR_MB, ySR_MBerr) = getYield(tfile, h1, "SR_MB", (lep, 'sele'))
(yCR_MB, yCR_MBerr) = getYield(tfile, h1, "CR_MB", ('lep', 'sele'))
(yCR_SB, yCR_SBerr) = getYield(tfile, h1, "CR_SB", ('lep', 'sele'))
(ySR_SB, ySR_SBerr) = getYield(tfile, h1, "SR_SB", ('lep', 'sele'))
(Rcs_SB, Rcs_SBerr) = getYield(tfile, h1, "Rcs_SB", ('lep', 'sele'))
(kappa, kappaerr) = getYield(tfile, h1, "Kappa", ('lep', 'sele'))
# print binname, "CR_SB", (yCR_SB, yCR_SBerr), "SR_SB", (ySR_SB, ySR_SBerr),"RCS_SB",(Rcs_SB, Rcs_SBerr), "Kappa", (kappa, kappaerr)
#predSR_MB = yCR_MB * Rcs_SB * kappa
predSR_MB = yCR_MB * Rcs_SB
if yCR_MB > 0.01 and kappa > 0.01 and Rcs_SB > 0.01:
# predSR_MBerr = predSR_MB * math.sqrt( (yCR_MBerr/yCR_MB)**2 + (kappaerr/kappa)**2 + (Rcs_SBerr/Rcs_SB)**2)
predSR_MBerr = predSR_MB * math.sqrt((yCR_MBerr / yCR_MB)**2 +
(kappaerr / kappa)**2 +
(Rcs_SBerr / Rcs_SB)**2)
else:
predSR_MBerr = 1.0 * predSR_MB
if predSR_MB < 0.001:
predSR_MB = 0.01
predSR_MBerr = 0.01
# print binname, predSR_MB, ySR_MB, yCR_MB, Rcs_SB, kappa
sourceYield = {}
sourceYield['data'] = getYield(tfile, 'data', "SR_MB", (lep, 'sele'))
sourceYield['RcsPred'] = (predSR_MB, predSR_MBerr)
yields[binname] = sourceYield
return yields
def getPredDict(cardFnames, lep = 'lep'):
yields = {}
for cardFname in cardFnames:
binname = os.path.basename(cardFname)
binname = binname.replace('.merge.root','')
tfile = TFile(cardFname,"READ")
h1 = "background"
(ySR_MB, ySR_MBerr) = getYield(tfile, h1, "SR_MB", (lep,'sele'))
(yCR_MB, yCR_MBerr) = getYield(tfile, h1, "CR_MB", ('lep','sele'))
(yCR_SB, yCR_SBerr) = getYield(tfile, h1, "CR_SB", ('lep','sele'))
(ySR_SB, ySR_SBerr) = getYield(tfile, h1, "SR_SB", ('lep','sele'))
(Rcs_SB, Rcs_SBerr) = getYield(tfile, h1, "Rcs_SB", ('lep','sele'))
(kappa, kappaerr) = getYield(tfile, h1, "Kappa", ('lep','sele'))
# print binname, "CR_SB", (yCR_SB, yCR_SBerr), "SR_SB", (ySR_SB, ySR_SBerr),"RCS_SB",(Rcs_SB, Rcs_SBerr), "Kappa", (kappa, kappaerr)
#predSR_MB = yCR_MB * Rcs_SB * kappa
predSR_MB = yCR_MB * Rcs_SB
if yCR_MB > 0.01 and kappa > 0.01 and Rcs_SB > 0.01:
# predSR_MBerr = predSR_MB * math.sqrt( (yCR_MBerr/yCR_MB)**2 + (kappaerr/kappa)**2 + (Rcs_SBerr/Rcs_SB)**2)
predSR_MBerr = predSR_MB * math.sqrt( (yCR_MBerr/yCR_MB)**2 + (kappaerr/kappa)**2 + (Rcs_SBerr/Rcs_SB)**2)
else: predSR_MBerr = 1.0 * predSR_MB
if predSR_MB < 0.001 :
predSR_MB = 0.01
predSR_MBerr = 0.01
# print binname, predSR_MB, ySR_MB, yCR_MB, Rcs_SB, kappa
sourceYield = {}
sourceYield['data'] = getYield(tfile, 'data', "SR_MB", (lep,'sele'))
sourceYield['RcsPred'] = (predSR_MB, predSR_MBerr)
yields[binname] = sourceYield
return yields