Angular analysis of B+->K*+(K+pi0)mumu
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from compareUltimateSelection import *
'''
Tool for comparing two variables from two datasets.
Yes, writting it in Python3 would be smarter,
but default is Python2 on all servers so far
'''
if '__main__' == __name__:
print ""
parser = ShowArgumentsParser(
formatter_class=argparse.RawDescriptionHelpFormatter,
prog=os.path.basename(sys.argv[0]),
description=("""Do the comparison for:
For a full list of arguments, do: 'python {0} -h'
""").format(os.path.basename(sys.argv[0]))
)
## add the arguments
parser.add_argument("-v", "--verbose", action="store_true",help="increase output verbosity")
parser.add_argument("-DataMC", "--DataMC", action="store_true",help="DataMC")
parser.add_argument("-MCMC", "--MCMC", action="store_true",help="MCMC")
parser.add_argument("-TwoVars", "--TwoVars", action="store_true",help="TwoVars")
parser.add_argument("-DataData", "--DataData", action="store_true",help="DataData")
parser.add_argument("-muIP", "--muIP", action="store_true",help="muIP")
parser.add_argument("-basic", "--basic", action="store_true",help="Set all parameters for comparison")
parser.add_argument("-all", "--all", action="store_true",help="Run over all variables")
parser.add_argument("-AllKshort", "--AllKshort", action="store_true",help="AllKshort")
parser.add_argument("-AllKplus", "--AllKplus", action="store_true",help="AllKplus")
parser.add_argument('-particle', metavar='<particle>', default = -1, type = int,
help="Sets which particle plots should be produced, default: all")
#add parameters
parser.add_argument('-variable', metavar='<variable>', default = "", type = str, help="Sets the variable to be compared")
parser.add_argument('-variable2', metavar='<variable2>', default = "", type = str, help="Sets the second variable to be compared")
parser.add_argument('-cut', metavar='<cut>', default = "", type = str, help="Sets the cut for the variable")
parser.add_argument('-cut2', metavar='<cut2>', default = "", type = str, help="Sets the cut for the second variable")
parser.add_argument('-year', metavar='<year>', default = "2011", type = str, help="Sets the year")
parser.add_argument('-year2', metavar='<year2>', default = "2012", type = str, help="Sets the second year")
parser.add_argument('-polarity', metavar='<polarity>', default = "both", type = str, help="Sets the mode to be split by polarity, default merge Up and Down, options up, down")
parser.add_argument('-polarity2', metavar='<polarity2>', default = "both", type = str, help="Sets the mode to be split by polarity2, default merge Up and Down, options up, down")
#TODO add helps
parser.add_argument("-Data", "--Data", action="store_true", default = False,help="Data")
parser.add_argument("-Data2", "--Data2", action="store_true",default = False,help="Data2")
parser.add_argument("-MC", "--MC", action="store_true",default = False,help="MC")
parser.add_argument("-MC2", "--MC2", action="store_true",default = False,help="MC2")
parser.add_argument("-TM", "--TM", action="store_true",default = False,help="TM")
parser.add_argument("-TM2", "--TM2", action="store_true",default = False,help="TM2")
parser.add_argument("-RefChan", "--RefChan", action="store_true",default = False,help="ReferenceChannel")
parser.add_argument("-RefChan2", "--RefChan2", action="store_true",default = False,help="ReferenceChannel2")
parser.add_argument("-PHSP", "--PHSP", action="store_true",default = False,help="PHSP")
parser.add_argument("-PHSP2", "--PHSP2", action="store_true",default = False,help="PHSP2")
parser.add_argument("-Presel", "--Presel", action="store_true",default = False,help="Preselected")
parser.add_argument("-Presel2", "--Presel2", action="store_true",default = False,help="Preselected2")
parser.add_argument("-BDTed", "--BDTed", action="store_true",default = False,help="BDTed")
parser.add_argument("-BDTed2", "--BDTed2", action="store_true",default = False,help="BDTed2")
parser.add_argument("-sWeighted", "--sWeighted", action="store_true",default = False,help="sWeighted")
parser.add_argument("-sWeighted2", "--sWeighted2", action="store_true",default = False,help="sWeighted2")
parser.add_argument("-bWeighted", "--bWeighted", action="store_true",default = False,help="bWeighted")
parser.add_argument("-bWeighted2", "--bWeighted2", action="store_true",default = False,help="bWeighted2")
parser.add_argument("-b2Dweighted", "--b2Dweighted", action="store_true",default = False,help="b2Dweighted")
parser.add_argument("-b2Dweighted2", "--b2Dweighted2", action="store_true",default = False,help="b2Dweighted2")
parser.add_argument("-KshortDecaysInVelo", "--KshortDecaysInVelo", action="store_true",default = False,help="KshortDecaysInVelo")
parser.add_argument("-KshortDecaysInVelo2", "--KshortDecaysInVelo2", action="store_true",default = False,help="KshortDecaysInVelo2")
opts = parser.parse_args()
if (opts.verbose): print "[DEBUG]\t",opts
#get year/s
year_list = []
if (opts.year == "All"):
year_list = yearList()
else: year_list = re.split(",",opts.year)
year_list2 = []
if (opts.year == "All"):
year_list2 = yearList()
else: year_list2 = re.split(",",opts.year)
for year in year_list:
if (opts.basic):
for year2 in year_list2:
if (opts.all):
for var in ListOfAllVars():
compareUltimate( variable1 = var, variable2 = var,
year1 = int(year), year2 = int(year2), cut1 = opts.cut, cut2 = opts.cut2,
magnet1 = opts.polarity, MC1 = opts.MC, TM1 = opts.TM, ReferenceChannel1 = opts.RefChan, PHSP1 = opts.PHSP, Preselected1 = opts.Presel, BDTed1 = opts.BDTed,
magnet2 = opts.polarity2, MC2 = opts.MC2, TM2 = opts.TM2, ReferenceChannel2 = opts.RefChan2, PHSP2 = opts.PHSP2, Preselected2 = opts.Presel2, BDTed2 = opts.BDTed2,
sWeighted1 = opts.sWeighted, bWeighted1=opts.bWeighted, b2Dweighted1=opts.b2Dweighted, weightBranch1 = firstMCweight(),
sWeighted2 = opts.sWeighted2, bWeighted2=opts.bWeighted2, b2Dweighted2=opts.b2Dweighted2, weightBranch2 = firstMCweight(),
bPrint = False, KshortDecaysInVelo1 = opts.KshortDecaysInVelo, KshortDecaysInVelo2 = opts.KshortDecaysInVelo2, verbose = opts.verbose)
else:
compareUltimate( variable1 = opts.variable, variable2 = opts.variable2,
year1 = int(year), year2 = int(year2), cut1 = opts.cut, cut2 = opts.cut2,
magnet1 = opts.polarity, MC1 = opts.MC, TM1 = opts.TM, ReferenceChannel1 = opts.RefChan, PHSP1 = opts.PHSP, Preselected1 = opts.Presel, BDTed1 = opts.BDTed,
magnet2 = opts.polarity2, MC2 = opts.MC2, TM2 = opts.TM2, ReferenceChannel2 = opts.RefChan2, PHSP2 = opts.PHSP2, Preselected2 = opts.Presel2, BDTed2 = opts.BDTed2,
sWeighted1 = opts.sWeighted, bWeighted1=opts.bWeighted, b2Dweighted1=opts.b2Dweighted, weightBranch1 = firstMCweight(),
sWeighted2 = opts.sWeighted2, bWeighted2=opts.bWeighted2, b2Dweighted2=opts.b2Dweighted2, weightBranch2 = firstMCweight(),
bPrint = False, KshortDecaysInVelo1 = opts.KshortDecaysInVelo, KshortDecaysInVelo2 = opts.KshortDecaysInVelo2, verbose = opts.verbose)
if (opts.muIP):
if (opts.Data):
compareUltimateBchargeAllSamplesTwoVars("log(mu_plus_IPCHI2_OWNPV)", "log(mu_minus_IPCHI2_OWNPV)",
year = int(year), magnet = opts.polarity, MC =False, ReferenceChannel=False, PHSP= False, Preselected=True, BDTed=False,
sWeighted=opts.sWeighted, bWeighted=False, b2Dweighted=False, KshortDecaysInVelo=False, verbose =opts.verbose)
compareUltimateBchargeAllSamplesTwoVars("log(mu_minus_IPCHI2_OWNPV)", "log(mu_plus_IPCHI2_OWNPV)",
year = int(year), magnet = opts.polarity, MC =False, ReferenceChannel=False, PHSP= False, Preselected=True, BDTed=False,
sWeighted=opts.sWeighted, bWeighted=False, b2Dweighted=False, KshortDecaysInVelo=False, verbose =opts.verbose)
compareUltimateBchargeAllSamplesTwoVars("log(mu_plus_IPCHI2_OWNPV)", "log(mu_plus_IPCHI2_OWNPV)",
year = int(year), magnet = opts.polarity, MC =False, ReferenceChannel=False, PHSP= False, Preselected=True, BDTed=False,
sWeighted=opts.sWeighted, bWeighted=False, b2Dweighted=False, KshortDecaysInVelo=False, verbose =opts.verbose)
compareUltimateBchargeAllSamplesTwoVars("log(mu_minus_IPCHI2_OWNPV)", "log(mu_minus_IPCHI2_OWNPV)",
year = int(year), magnet = opts.polarity, MC =False, ReferenceChannel=False, PHSP= False, Preselected=True, BDTed=False,
sWeighted=opts.sWeighted, bWeighted=False, b2Dweighted=False, KshortDecaysInVelo=False, verbose =opts.verbose)
compareUltimateTwoVarsData("log(mu_minus_IPCHI2_OWNPV)", "log(mu_minus_IPCHI2_OWNPV)", year= int(year), magnet = opts.polarity,
cut1 = "Polarity=65535", cut2 = "Polarity=1", Preselected= True, BDTed = False, sWeighted = opts.sWeighted, KshortDecaysInVelo = False, verbose = opts.verbose)
compareUltimateTwoVarsData("log(mu_plus_IPCHI2_OWNPV)", "log(mu_plus_IPCHI2_OWNPV)", year= int(year), magnet = opts.polarity,
cut1 = "Polarity=65535", cut2 = "Polarity=1", Preselected= True, BDTed = False, sWeighted = opts.sWeighted, KshortDecaysInVelo = False, verbose = opts.verbose)
if (opts.MC):
compareUltimateBchargeAllSamplesTwoVars("log(mu_plus_IPCHI2_OWNPV)", "log(mu_minus_IPCHI2_OWNPV)",
year = int(year), magnet = opts.polarity, MC =True, ReferenceChannel=opts.RefChan, PHSP= opts.PHSP, Preselected=opts.Presel, BDTed=False,
sWeighted=False, bWeighted=opts.bWeighted, b2Dweighted=opts.b2Dweighted, KshortDecaysInVelo=False, verbose =opts.verbose)
compareUltimateBchargeAllSamplesTwoVars("log(mu_plus_IPCHI2_OWNPV)", "log(mu_plus_IPCHI2_OWNPV)",
year = int(year), magnet = opts.polarity, MC =True, ReferenceChannel=opts.RefChan, PHSP= opts.PHSP, Preselected=opts.Presel, BDTed=False,
sWeighted=False, bWeighted=opts.bWeighted, b2Dweighted=opts.b2Dweighted, KshortDecaysInVelo=False, verbose =opts.verbose)
compareUltimateBchargeAllSamplesTwoVars("log(mu_minus_IPCHI2_OWNPV)", "log(mu_minus_IPCHI2_OWNPV)",
year = int(year), magnet = opts.polarity, MC =True, ReferenceChannel=opts.RefChan, PHSP= opts.PHSP, Preselected=opts.Presel, BDTed=False,
sWeighted=False, bWeighted=opts.bWeighted, b2Dweighted=opts.b2Dweighted, KshortDecaysInVelo=False, verbose =opts.verbose)
compareUltimateTwoVarsMC("log(mu_minus_IPCHI2_OWNPV)", "log(mu_minus_IPCHI2_OWNPV)",year= int(year), magnet = opts.polarity,
cut1 = "Polarity=65535", cut2 = "Polarity=1", TM=opts.TM, ReferenceChannel = opts.RefChan, PHSP = opts.PHSP,
Preselected= opts.Presel, BDTed = opts.BDTed, bWeighted = opts.bWeighted, b2Dweighted = opts.b2Dweighted,
KshortDecaysInVelo = opts.KshortDecaysInVelo, verbose = opts.verbose)
compareUltimateTwoVarsMC("log(mu_plus_IPCHI2_OWNPV)", "log(mu_plus_IPCHI2_OWNPV)",year= int(year), magnet = opts.polarity,
cut1 = "Polarity=65535", cut2 = "Polarity=1", TM=opts.TM, ReferenceChannel = opts.RefChan, PHSP = opts.PHSP,
Preselected= opts.Presel, BDTed = opts.BDTed, bWeighted = opts.bWeighted, b2Dweighted = opts.b2Dweighted,
KshortDecaysInVelo = opts.KshortDecaysInVelo, verbose = opts.verbose)
if (opts.DataMC):
compareUltimateDataMC(variable = "log(mu_plus_IPCHI2_OWNPV)", year =int(year), cut="", magnet=opts.polarity,
TM = opts.TM, ReferenceChannel = opts.RefChan, PHSP = opts.PHSP,
sWeighted = opts.sWeighted, bWeighted = opts.bWeighted, b2Dweighted = opts.b2Dweighted,
KshortDecaysInVelo = opts.KshortDecaysInVelo, verbose = opts.verbose)
compareUltimateDataMC(variable = "log(mu_minus_IPCHI2_OWNPV)", year =int(year), cut="", magnet=opts.polarity,
TM = opts.TM, ReferenceChannel = opts.RefChan, PHSP = opts.PHSP,
sWeighted = opts.sWeighted, bWeighted = opts.bWeighted, b2Dweighted = opts.b2Dweighted,
KshortDecaysInVelo = opts.KshortDecaysInVelo, verbose = opts.verbose)
compareUltimateDataMC(variable = "log(mu_plus_IPCHI2_OWNPV)", year =int(year), cut="B_plus_ID = 521", magnet=opts.polarity,
TM = opts.TM, ReferenceChannel = opts.RefChan, PHSP = opts.PHSP,
sWeighted = opts.sWeighted, bWeighted = opts.bWeighted, b2Dweighted = opts.b2Dweighted,
KshortDecaysInVelo = opts.KshortDecaysInVelo, verbose = opts.verbose)
compareUltimateDataMC(variable = "log(mu_minus_IPCHI2_OWNPV)", year =int(year), cut="B_plus_ID = 521", magnet=opts.polarity,
TM = opts.TM, ReferenceChannel = opts.RefChan, PHSP = opts.PHSP,
sWeighted = opts.sWeighted, bWeighted = opts.bWeighted, b2Dweighted = opts.b2Dweighted,
KshortDecaysInVelo = opts.KshortDecaysInVelo, verbose = opts.verbose)
compareUltimateDataMC(variable = "log(mu_plus_IPCHI2_OWNPV)", year =int(year), cut="B_plus_ID = -521", magnet=opts.polarity,
TM = opts.TM, ReferenceChannel = opts.RefChan, PHSP = opts.PHSP,
sWeighted = opts.sWeighted, bWeighted = opts.bWeighted, b2Dweighted = opts.b2Dweighted,
KshortDecaysInVelo = opts.KshortDecaysInVelo, verbose = opts.verbose)
compareUltimateDataMC(variable = "log(mu_minus_IPCHI2_OWNPV)", year =int(year), cut="B_plus_ID = -521", magnet=opts.polarity,
TM = opts.TM, ReferenceChannel = opts.RefChan, PHSP = opts.PHSP,
sWeighted = opts.sWeighted, bWeighted = opts.bWeighted, b2Dweighted = opts.b2Dweighted,
KshortDecaysInVelo = opts.KshortDecaysInVelo, verbose = opts.verbose)
compareUltimateDataMC(variable = "log(mu_plus_IPCHI2_OWNPV)", year =int(year), cut="B_plus_ID = 521", magnet=opts.polarity,
TM = opts.TM, ReferenceChannel = opts.RefChan, PHSP = opts.PHSP,
sWeighted = opts.sWeighted, bWeighted = opts.bWeighted, b2Dweighted = opts.b2Dweighted,
KshortDecaysInVelo = opts.KshortDecaysInVelo, verbose = opts.verbose)
compareUltimateDataMC(variable = "log(mu_minus_IPCHI2_OWNPV)", year =int(year), cut="B_plus_ID = -521", magnet=opts.polarity,
TM = opts.TM, ReferenceChannel = opts.RefChan, PHSP = opts.PHSP,
sWeighted = opts.sWeighted, bWeighted = opts.bWeighted, b2Dweighted = opts.b2Dweighted,
KshortDecaysInVelo = opts.KshortDecaysInVelo, verbose = opts.verbose)
compareUltimateDataMC(variable = "log(mu_plus_IPCHI2_OWNPV)", year =int(year), cut="B_plus_ID = -521", magnet=opts.polarity,
TM = opts.TM, ReferenceChannel = opts.RefChan, PHSP = opts.PHSP,
sWeighted = opts.sWeighted, bWeighted = opts.bWeighted, b2Dweighted = opts.b2Dweighted,
KshortDecaysInVelo = opts.KshortDecaysInVelo, verbose = opts.verbose)
compareUltimateDataMC(variable = "log(mu_minus_IPCHI2_OWNPV)", year =int(year), cut="B_plus_ID = +521", magnet=opts.polarity,
TM = opts.TM, ReferenceChannel = opts.RefChan, PHSP = opts.PHSP,
sWeighted = opts.sWeighted, bWeighted = opts.bWeighted, b2Dweighted = opts.b2Dweighted,
KshortDecaysInVelo = opts.KshortDecaysInVelo, verbose = opts.verbose)
else:
if (opts.DataMC):
if (opts.all):
for var in ListOfAllVars():
compareUltimateDataMC(variable = var, year =int(year), cut=opts.cut, magnet=opts.polarity,
TM = opts.TM, ReferenceChannel = opts.RefChan, PHSP = opts.PHSP,
sWeighted = opts.sWeighted, bWeighted = opts.bWeighted, b2Dweighted = opts.b2Dweighted,
KshortDecaysInVelo = opts.KshortDecaysInVelo, verbose = opts.verbose)
else:
compareUltimateDataMC(variable = opts.variable, year =int(year), cut=opts.cut, magnet=opts.polarity,
TM = opts.TM, ReferenceChannel = opts.RefChan, PHSP = opts.PHSP,
sWeighted = opts.sWeighted, bWeighted = opts.bWeighted, b2Dweighted = opts.b2Dweighted,
KshortDecaysInVelo = opts.KshortDecaysInVelo, verbose = opts.verbose)
if (opts.MCMC):
for year2 in year_list2:
compareUltimateMCMC(variable = opts.variable, year1 = int(year) , year2 = int(year2) , cut1 = opts.cut, cut2 = opts.cut2, magnet1 = opts.polarity, magnet2 = opts.polarity2,
TM = opts.TM, ReferenceChannel = opts.RefChan, PHSP = opts.PHSP, KshortDecaysInVelo = opts.KshortDecaysInVelo, verbose = opts.verbose)
if (opts.DataData):
for year2 in year_list2:
compareUltimateDataData(variable = opts.variable, year1 = int(year) , year2 = int(year2), cut1 = opts.cut, cut2 = opts.cut2, magnet1 = opts.polarity, magnet2 = opts.polarity2,
sWeighted1 = opts.sWeighted, sWeighted2 = opts.sWeighted2,
KshortDecaysInVelo1 = opts.KshortDecaysInVelo, KshortDecaysInVelo2 = opts.KshortDecaysInVelo2, verbose = opts.verbose)
if (opts.TwoVars):
if (opts.Data):
compareUltimateTwoVarsData(variable1 = opts.variable, variable2 = opts.variable2,
year =int(year) , cut1 = opts.cut, cut2 = opts.cut2, magnet = opts.polarity, Preselected=opts.Presel, BDTed = opts.BDTed,
sWeighted = opts.sWeighted, KshortDecaysInVelo = opts.KshortDecaysInVelo, verbose = opts.verbose)
if (opts.MC):
compareUltimateTwoVarsMC(variable1 = opts.variable, variable2 = opts.variable2,
year =int(year) , cut1 = opts.cut, cut2 = opts.cut2, magnet = opts.polarity,
TM = opts.TM, ReferenceChannel = opts.RefChan, PHSP = opts.PHSP, Preselected=opts.Presel, BDTed = opts.BDTed,
bWeighted1 = opts.bWeighted, b2Dweighted1 = opts.b2Dweighted, bWeighted2 = opts.bWeighted2, b2Dweighted2 = opts.b2Dweighted2,
KshortDecaysInVelo2 = opts.KshortDecaysInVelo, verbose = opts.verbose)