| 1 |
#!/usr/bin/env python
|
| 2 |
import pickle
|
| 3 |
import ROOT
|
| 4 |
from array import array
|
| 5 |
import sys, os
|
| 6 |
from optparse import OptionParser
|
| 7 |
from copy import copy,deepcopy
|
| 8 |
from math import sqrt, log10
|
| 9 |
ROOT.gROOT.SetBatch(True)
|
| 10 |
from myutils import TdrStyles
|
| 11 |
|
| 12 |
#CONFIGURE
|
| 13 |
argv = sys.argv
|
| 14 |
parser = OptionParser()
|
| 15 |
parser.add_option("-R", "--region", dest="region", default="",
|
| 16 |
help="region to plot")
|
| 17 |
parser.add_option("-M", "--figure_of_merit", dest="fom", default="",
|
| 18 |
help="figure of merit to be used to weight the plots. Possibilities: s/b, s/sqrt(b)")
|
| 19 |
parser.add_option("-C", "--config", dest="config", default=[], action="append",
|
| 20 |
help="configuration file")
|
| 21 |
parser.add_option("-S", "--subtracted", dest="sub", default="False",
|
| 22 |
help="subtracted plot")
|
| 23 |
parser.add_option("-L", "--rescale", dest="rescale", default="True",
|
| 24 |
help="rescale by 1/max_weight")
|
| 25 |
parser.add_option("-T", "--type", dest="type", default="mjj",
|
| 26 |
help="type of plot you want to make: mjj, log10")
|
| 27 |
parser.add_option("-F", "--format", dest="format", default="pdf",
|
| 28 |
help="outut format for the plot: pdf, root, png, C, jpg, etc.")
|
| 29 |
|
| 30 |
|
| 31 |
(opts, args) = parser.parse_args(argv)
|
| 32 |
if opts.config =="":
|
| 33 |
opts.config = "config"
|
| 34 |
|
| 35 |
from myutils import BetterConfigParser, printc, ParseInfo, mvainfo, StackMaker, HistoMaker
|
| 36 |
|
| 37 |
print opts.config
|
| 38 |
opts.config.append('8TeVconfig/vhbbPlotDef.ini')
|
| 39 |
config = BetterConfigParser()
|
| 40 |
config.read(opts.config)
|
| 41 |
TdrStyles.tdrStyle()
|
| 42 |
|
| 43 |
|
| 44 |
def get_s_or_b(fName,binmin,binmax,sb):
|
| 45 |
s=0
|
| 46 |
b=0
|
| 47 |
if isinstance(fName,str):
|
| 48 |
histos = get_th1(fName)
|
| 49 |
else:
|
| 50 |
histos = [fName]
|
| 51 |
for histo in histos:
|
| 52 |
if 'data' in histo.GetName(): continue
|
| 53 |
for i in range(binmin,binmax+1):
|
| 54 |
if 'VH' in histo.GetName():
|
| 55 |
s+=histo.GetBinContent(i)
|
| 56 |
else:
|
| 57 |
b+=histo.GetBinContent(i)
|
| 58 |
if 's' in sb:
|
| 59 |
return s
|
| 60 |
else:
|
| 61 |
return b
|
| 62 |
|
| 63 |
def get_s_over_b(fName,binmin,binmax):
|
| 64 |
s = get_s_or_b(fName,binmin,binmax,'s')
|
| 65 |
b = get_s_or_b(fName,binmin,binmax,'b')
|
| 66 |
return s/b
|
| 67 |
|
| 68 |
def get_s_over_sb(fName,binmin,binmax):
|
| 69 |
s = get_s_or_b(fName,binmin,binmax,'s')
|
| 70 |
b = get_s_or_b(fName,binmin,binmax,'b')
|
| 71 |
return s/(s+b)
|
| 72 |
|
| 73 |
def get_th1(fName):
|
| 74 |
infile = ROOT.TFile.Open(fName,'read')
|
| 75 |
th1 = []
|
| 76 |
for key in ROOT.gDirectory.GetListOfKeys():
|
| 77 |
infile.cd()
|
| 78 |
th1.append(key.ReadObj())
|
| 79 |
return th1
|
| 80 |
|
| 81 |
|
| 82 |
def log_s_over_b(fileList):
|
| 83 |
#--------------
|
| 84 |
# log s over b
|
| 85 |
#--------------
|
| 86 |
|
| 87 |
histosL={}
|
| 88 |
s_b_d_histos = {}
|
| 89 |
for file in fileList:
|
| 90 |
print file
|
| 91 |
name = '%s' %file
|
| 92 |
histosL[name] = []
|
| 93 |
for th1 in get_th1(file):
|
| 94 |
#th1.Sumw2()
|
| 95 |
if 'VVLF' in th1.GetName():
|
| 96 |
th1.SetName('VV')
|
| 97 |
if 'Zj1b' in th1.GetName():
|
| 98 |
th1.SetName('Zj2b')
|
| 99 |
if 'Wj1b' in th1.GetName():
|
| 100 |
th1.SetName('Wj2b')
|
| 101 |
histosL[name].append(th1)
|
| 102 |
i = 0
|
| 103 |
for hist in histosL[name]:
|
| 104 |
if 'VH' in hist.GetName() and not 'VVHF' in hist.GetName():
|
| 105 |
hSignal = hist.Clone()
|
| 106 |
elif 'data_obs' in hist.GetName():
|
| 107 |
hData = hist.Clone()
|
| 108 |
else:
|
| 109 |
if i == 0:
|
| 110 |
hBkg = hist.Clone()
|
| 111 |
else:
|
| 112 |
hBkg.Add(hist)
|
| 113 |
i += 1
|
| 114 |
s_b_d_histos[name] = {'b': hBkg, 's': hSignal, 'd': hData}
|
| 115 |
|
| 116 |
|
| 117 |
bmin=-4
|
| 118 |
bmax=0
|
| 119 |
nbins=16
|
| 120 |
|
| 121 |
log_s_over_b_b = ROOT.TH1F("log_s_over_b_b","log_s_over_b_b",nbins,bmin,bmax)
|
| 122 |
log_s_over_b_b.SetFillColor(4)
|
| 123 |
log_s_over_b_b.GetXaxis().SetTitle("log(S/B)")
|
| 124 |
log_s_over_b_b.GetYaxis().SetTitle("Events")
|
| 125 |
log_s_over_b_s = ROOT.TH1F("log_s_over_b_s","log_s_over_b_s",nbins,bmin,bmax)
|
| 126 |
log_s_over_b_s.SetFillColor(2)
|
| 127 |
log_s_over_b_d = ROOT.TH1F("log_s_over_b_d","log_s_over_b_d",nbins,bmin,bmax)
|
| 128 |
log_s_over_b = ROOT.THStack("log_s_over_b","log_s_over_b")
|
| 129 |
|
| 130 |
stack_log_s_over_b = ROOT.THStack("stack_log_s_over_b","stack_log_s_over_b")
|
| 131 |
|
| 132 |
for key, s_b_d in s_b_d_histos.iteritems():
|
| 133 |
for bin in range(0,s_b_d['b'].GetNbinsX()+1):
|
| 134 |
s = s_b_d['s'].GetBinContent(bin)
|
| 135 |
b = s_b_d['b'].GetBinContent(bin)
|
| 136 |
d = s_b_d['d'].GetBinContent(bin)
|
| 137 |
sErr = s_b_d['s'].GetBinError(bin)
|
| 138 |
bErr = s_b_d['b'].GetBinError(bin)
|
| 139 |
dErr = s_b_d['d'].GetBinError(bin)
|
| 140 |
logsb = -3.9
|
| 141 |
if b > 0. and s > 0.:
|
| 142 |
logsb = log10(s/b)
|
| 143 |
elif s > 0.:
|
| 144 |
logsb = -0.
|
| 145 |
#print logsb
|
| 146 |
newBin = log_s_over_b_b.FindBin(logsb)
|
| 147 |
log_s_over_b_b.SetBinContent(newBin, b+log_s_over_b_b.GetBinContent(newBin))
|
| 148 |
log_s_over_b_s.SetBinContent(newBin, s+log_s_over_b_s.GetBinContent(newBin))
|
| 149 |
log_s_over_b_d.SetBinContent(newBin, d+log_s_over_b_d.GetBinContent(newBin))
|
| 150 |
log_s_over_b_b.SetBinError(newBin, sqrt(bErr*bErr+log_s_over_b_b.GetBinError(newBin)*log_s_over_b_b.GetBinError(newBin)))
|
| 151 |
log_s_over_b_s.SetBinError(newBin, sqrt(sErr*sErr+log_s_over_b_s.GetBinError(newBin)*log_s_over_b_s.GetBinError(newBin)))
|
| 152 |
log_s_over_b_d.SetBinError(newBin, sqrt(dErr*dErr+log_s_over_b_d.GetBinError(newBin)*log_s_over_b_d.GetBinError(newBin)))
|
| 153 |
|
| 154 |
stack = StackMaker(config,'logSB','plot1',False)
|
| 155 |
stack.setup = ['VH','BKG']
|
| 156 |
stack.typs = ['VH','BKG']
|
| 157 |
stack.lumi = 19000.
|
| 158 |
stack.histos = [log_s_over_b_s,log_s_over_b_b]
|
| 159 |
stack.datas = [log_s_over_b_d]
|
| 160 |
stack.datanames='data_obs'
|
| 161 |
stack.overlay = log_s_over_b_s
|
| 162 |
stack.doPlot()
|
| 163 |
|
| 164 |
|
| 165 |
def plot(fileList):
|
| 166 |
signalRegion = True
|
| 167 |
region = 'plot'
|
| 168 |
var = 'Hmass'
|
| 169 |
|
| 170 |
stack = StackMaker(config,var,region,signalRegion)
|
| 171 |
|
| 172 |
histosL = []
|
| 173 |
overlayL = []
|
| 174 |
|
| 175 |
#7-9 for the higgs
|
| 176 |
#5-6 for the VV
|
| 177 |
binmin=7
|
| 178 |
binmax=9
|
| 179 |
|
| 180 |
max_sb = 0
|
| 181 |
max_ssb = 0
|
| 182 |
for file in fileList:
|
| 183 |
if max_sb < get_s_over_b(file,binmin,binmax):
|
| 184 |
max_sb = get_s_over_b(file,binmin,binmax)
|
| 185 |
if max_ssb < get_s_over_sb(file,binmin,binmax):
|
| 186 |
max_ssb = get_s_over_sb(file,binmin,binmax)
|
| 187 |
|
| 188 |
print max_ssb
|
| 189 |
print max_sb
|
| 190 |
|
| 191 |
for file in fileList:
|
| 192 |
print file
|
| 193 |
print get_s_over_b(file,binmin,binmax)
|
| 194 |
if eval(opts.rescale) == False:
|
| 195 |
max_sb = 1.
|
| 196 |
max_ssb = 1.
|
| 197 |
for th1 in get_th1(file):
|
| 198 |
#th1.Sumw2()
|
| 199 |
if 's/b' in opts.fom:
|
| 200 |
th1.Scale(get_s_over_b(file,binmin,binmax)/max_sb)
|
| 201 |
if 's/s+b' in opts.fom:
|
| 202 |
th1.Scale(get_s_over_sb(file,binmin,binmax)/max_ssb)
|
| 203 |
if 'VV' in th1.GetName():
|
| 204 |
th1.SetName('VV')
|
| 205 |
if 'Zj1b' in th1.GetName():
|
| 206 |
th1.SetName('Zj2b')
|
| 207 |
if 'Wj1b' in th1.GetName():
|
| 208 |
th1.SetName('Wj2b')
|
| 209 |
# new stack for the overlay plot
|
| 210 |
if 'VH' in th1.GetName() or 'VV' in th1.GetName():
|
| 211 |
overlayL.append(th1)
|
| 212 |
histosL.append(th1)
|
| 213 |
|
| 214 |
print 'histoL'
|
| 215 |
print histosL
|
| 216 |
typs = []
|
| 217 |
typsL = []
|
| 218 |
datas = []
|
| 219 |
datasL = []
|
| 220 |
|
| 221 |
overlay_typs=[]
|
| 222 |
|
| 223 |
#append the name just once
|
| 224 |
for histo in histosL:
|
| 225 |
typsL.append(histo.GetName())
|
| 226 |
if 'data' in histo.GetName():
|
| 227 |
datasL.append(histo)
|
| 228 |
if 'VH' in histo.GetName() or 'VV' in histo.GetName():
|
| 229 |
overlay_typs.append(histo.GetName())
|
| 230 |
|
| 231 |
#datasL.append(datas)
|
| 232 |
#typsL.append(typs)
|
| 233 |
print typsL
|
| 234 |
print 'Overlay list'
|
| 235 |
print overlayL
|
| 236 |
|
| 237 |
overlay_histo_dict = HistoMaker.orderandadd([{overlay_typs[i]:overlayL[i]} for i in range(len(overlayL))],['VH','VV'])
|
| 238 |
|
| 239 |
overlayL2=[]
|
| 240 |
stack.histos = histosL
|
| 241 |
stack.typs = typsL
|
| 242 |
stack.datas = datasL
|
| 243 |
# stack.datatyps = Ldatatyps[v]
|
| 244 |
stack.datanames='data_obs'
|
| 245 |
for key in overlay_histo_dict:
|
| 246 |
overlayL2.append(overlay_histo_dict[key])
|
| 247 |
|
| 248 |
mjj_sub = eval(opts.sub)
|
| 249 |
if not mjj_sub:
|
| 250 |
stack.overlay = overlayL2
|
| 251 |
|
| 252 |
appendix = ''
|
| 253 |
if(eval(opts.rescale) == True):
|
| 254 |
appendix = '_rescaled_'
|
| 255 |
|
| 256 |
if 's/s+b' in opts.fom:
|
| 257 |
stack.options['pdfName'] = stack.options['pdfName'].replace('.pdf','_combined78tev_postFit_s_over_sb'+appendix+'.'+opts.format)
|
| 258 |
elif 's/b' in opts.fom:
|
| 259 |
stack.options['pdfName'] = stack.options['pdfName'].replace('.pdf','_combined78tev_postFit_s_over_b'+appendix+'.'+opts.format)
|
| 260 |
else:
|
| 261 |
stack.options['pdfName'] = stack.options['pdfName'].replace('.pdf','_unweighted.'+opts.format)
|
| 262 |
|
| 263 |
# stack.options['pdfName'] = stack.options['pdfName'].replace('.pdf','_highPt_7tev.pdf')
|
| 264 |
# stack.options['pdfName'] = stack.options['pdfName'].replace('.pdf','_combined_postFit_s_over_b_Hpt_weight_1.pdf'
|
| 265 |
stack.lumi = 19040
|
| 266 |
|
| 267 |
if mjj_sub == False:
|
| 268 |
stack.doPlot()
|
| 269 |
elif mjj_sub == True:
|
| 270 |
stack.options['pdfName'] = stack.options['pdfName'].replace('.'+opts.format,'_subtracted.'+opts.format)
|
| 271 |
stack.doSubPlot(['VH','VV'])
|
| 272 |
print 'i am done!\n'
|
| 273 |
|
| 274 |
|
| 275 |
|
| 276 |
|
| 277 |
|
| 278 |
##########################
|
| 279 |
#### ____ main _____ #####
|
| 280 |
##########################
|
| 281 |
fileList = []
|
| 282 |
fileList += [ '/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_v0.1/MJJ_Zll_ZmmMedPt_PostFit_s.root',
|
| 283 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_v0.1/MJJ_Zll_ZeeMedPt_PostFit_s.root',
|
| 284 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_v0.1/MJJ_Znn_MedPt_ZnunuMedPt_8TeV_PostFit_s.root',
|
| 285 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_v0.1/MJJ_Wln_ch2_Wmunu2_PostFit_s.root']
|
| 286 |
#LowPt
|
| 287 |
fileList += [ '/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_v0.1/MJJ_Znn_LowPt_ZnunuLowPt_8TeV_PostFit_s.root',
|
| 288 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_v0.1/MJJ_Zll_ZmmLowPt_PostFit_s.root',
|
| 289 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_v0.1/MJJ_Zll_ZeeLowPt_PostFit_s.root',
|
| 290 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_v0.1/MJJ_Wln_ch1_Wenu_PostFit_s.root',
|
| 291 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_v0.1/MJJ_Wln_ch2_Wmunu_PostFit_s.root']
|
| 292 |
#highPt
|
| 293 |
fileList += [ '/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_v0.1/MJJ_Wln_ch1_WenuHighPt_PostFit_s.root',
|
| 294 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_v0.1/MJJ_Zll_ZeeHighPt_PostFit_s.root',
|
| 295 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_v0.1/MJJ_Znn_HighPt_ZnunuHighPt_8TeV_PostFit_s.root',
|
| 296 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_v0.1/MJJ_Wln_ch2_WmunuHighPt_PostFit_s.root',
|
| 297 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_v0.1/MJJ_Zll_ZmmHighPt_PostFit_s.root',
|
| 298 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_v0.1/MJJ_Wtn_Wtn_PostFit_s.root']
|
| 299 |
|
| 300 |
# 7tev
|
| 301 |
fileList += ['ZeeLowPt_7TeV.root','ZmmLowPt_7TeV.root','WmnLowPt_7TeV.root','ZnnLowPt_7TeV.root']
|
| 302 |
fileList += ['ZeeHighPt_7TeV.root','ZmmHighPt_7TeV.root','WmnHighPt_7TeV.root','ZnnHighPt_7TeV.root']
|
| 303 |
|
| 304 |
|
| 305 |
bdt_fileList = []
|
| 306 |
# 7tev
|
| 307 |
#bdt_fileList += ['ZeeLowPt_7TeV.root','ZmmLowPt_7TeV.root','WmnLowPt_7TeV.root','ZnnLowPt_7TeV.root']
|
| 308 |
#bdt_fileList += ['ZeeHighPt_7TeV.root','ZmmHighPt_7TeV.root','WmnHighPt_7TeV.root','ZnnHighPt_7TeV.root']
|
| 309 |
|
| 310 |
bdt_fileList+=[
|
| 311 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_BDT_v0.0/BDT_Wln_ch1_Wenu2_PostFit_s.root',
|
| 312 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_BDT_v0.0/BDT_Wln_ch1_Wenu3_PostFit_s.root',
|
| 313 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_BDT_v0.0/BDT_Wln_ch1_Wenu_PostFit_s.root',
|
| 314 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_BDT_v0.0/BDT_Wln_ch2_Wmunu2_PostFit_s.root',
|
| 315 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_BDT_v0.0/BDT_Wln_ch2_Wmunu3_PostFit_s.root',
|
| 316 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_BDT_v0.0/BDT_Wln_ch2_Wmunu_PostFit_s.root',
|
| 317 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_BDT_v0.0/BDT_Wtn_Wtn_PostFit_s.root',
|
| 318 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_BDT_v0.0/BDT_Zll_ZeeHighPt_PostFit_s.root',
|
| 319 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_BDT_v0.0/BDT_Zll_ZeeLowPt_PostFit_s.root',
|
| 320 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_BDT_v0.0/BDT_Zll_ZmmHighPt_PostFit_s.root',
|
| 321 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_BDT_v0.0/BDT_Zll_ZmmLowPt_PostFit_s.root',
|
| 322 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_BDT_v0.0/BDT_Znn_HighPt_ZnunuHighPt_8TeV_PostFit_s.root',
|
| 323 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_BDT_v0.0/BDT_Znn_LowPt_ZnunuLowPt_8TeV_PostFit_s.root',
|
| 324 |
'/shome/bortigno/VHbbAnalysis/postPreApp//LHCP_PostFit_BDT_v0.0/BDT_Znn_MedPt_ZnunuMedPt_8TeV_PostFit_s.root',
|
| 325 |
]
|
| 326 |
bdt_fileList_7TeV=[
|
| 327 |
'/shome/bortigno//VHbbAnalysis/postPreApp/stack_from_dc_7TeV/BDT_Wln_VH_7TeV_Wln_7TeV_ch1_Wenu2_PostFit_s.root',
|
| 328 |
'/shome/bortigno//VHbbAnalysis/postPreApp/stack_from_dc_7TeV/BDT_Wln_VH_7TeV_Wln_7TeV_ch1_Wenu_PostFit_s.root',
|
| 329 |
'/shome/bortigno//VHbbAnalysis/postPreApp/stack_from_dc_7TeV/BDT_Wln_VH_7TeV_Wln_7TeV_ch2_Wmunu2_PostFit_s.root',
|
| 330 |
'/shome/bortigno//VHbbAnalysis/postPreApp/stack_from_dc_7TeV/BDT_Wln_VH_7TeV_Wln_7TeV_ch2_Wmunu_PostFit_s.root',
|
| 331 |
'/shome/bortigno//VHbbAnalysis/postPreApp/stack_from_dc_7TeV/BDT_Zll_VH_7TeV_Zll_7TeV_card1_PostFit_s.root',
|
| 332 |
'/shome/bortigno//VHbbAnalysis/postPreApp/stack_from_dc_7TeV/BDT_Zll_VH_7TeV_Zll_7TeV_card2_PostFit_s.root',
|
| 333 |
'/shome/bortigno//VHbbAnalysis/postPreApp/stack_from_dc_7TeV/BDT_Zll_VH_7TeV_Zll_7TeV_card3_PostFit_s.root',
|
| 334 |
'/shome/bortigno//VHbbAnalysis/postPreApp/stack_from_dc_7TeV/BDT_Zll_VH_7TeV_Zll_7TeV_card4_PostFit_s.root',
|
| 335 |
'/shome/bortigno//VHbbAnalysis/postPreApp/stack_from_dc_7TeV/BDT_Znn_VH_7TeV_Znn_7TeV_ch1_PostFit_s.root',
|
| 336 |
'/shome/bortigno//VHbbAnalysis/postPreApp/stack_from_dc_7TeV/BDT_Znn_VH_7TeV_Znn_7TeV_ch2_PostFit_s.root'
|
| 337 |
]
|
| 338 |
|
| 339 |
bdt_fileList+=bdt_fileList_7TeV
|
| 340 |
|
| 341 |
bdt_fileList1 = []
|
| 342 |
bdt_fileList1+=[
|
| 343 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDTVV/BDT_Wln_VV_ch1_Wenu2_PostFit_s.root',
|
| 344 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDTVV/BDT_Wln_VV_ch1_Wenu3_PostFit_s.root',
|
| 345 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDTVV/BDT_Wln_VV_ch1_Wenu_PostFit_s.root',
|
| 346 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDTVV/BDT_Wln_VV_ch2_Wmunu2_PostFit_s.root',
|
| 347 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDTVV/BDT_Wln_VV_ch2_Wmunu3_PostFit_s.root',
|
| 348 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDTVV/BDT_Wln_VV_ch2_Wmunu_PostFit_s.root',
|
| 349 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDTVV/BDT_Wtn_VV_Wtn_PostFit_s.root',
|
| 350 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDTVV/BDT_Zll_VV_ZeeHighPt_PostFit_s.root',
|
| 351 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDTVV/BDT_Zll_VV_ZeeLowPt_PostFit_s.root',
|
| 352 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDTVV/BDT_Zll_VV_ZmmHighPt_PostFit_s.root',
|
| 353 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDTVV/BDT_Zll_VV_ZmmLowPt_PostFit_s.root',
|
| 354 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDTVV/BDT_Znn_VV_HighPt_ZnunuHighPt_PostFit_s.root',
|
| 355 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDTVV/BDT_Znn_VV_LowPt_ZnunuLowPt_PostFit_s.root',
|
| 356 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDTVV/BDT_Znn_VV_MedPt_ZnunuMedPt_PostFit_s.root'
|
| 357 |
]
|
| 358 |
bdt_fileList2 = []
|
| 359 |
bdt_fileList2+=[
|
| 360 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDT/BDT_Wln_ch1_Wenu2_PostFit_s.root',
|
| 361 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDT/BDT_Wln_ch1_Wenu3_PostFit_s.root',
|
| 362 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDT/BDT_Wln_ch1_Wenu_PostFit_s.root',
|
| 363 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDT/BDT_Wln_ch2_Wmunu2_PostFit_s.root',
|
| 364 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDT/BDT_Wln_ch2_Wmunu3_PostFit_s.root',
|
| 365 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDT/BDT_Wln_ch2_Wmunu_PostFit_s.root',
|
| 366 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDT/BDT_Wtn_Wtn_PostFit_s.root',
|
| 367 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDT/BDT_Zll_ZeeHighPt_PostFit_s.root',
|
| 368 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDT/BDT_Zll_ZeeLowPt_PostFit_s.root',
|
| 369 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDT/BDT_Zll_ZmmHighPt_PostFit_s.root',
|
| 370 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDT/BDT_Zll_ZmmLowPt_PostFit_s.root',
|
| 371 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDT/BDT_Znn_HighPt_ZnunuHighPt_8TeV_PostFit_s.root',
|
| 372 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDT/BDT_Znn_LowPt_ZnunuLowPt_8TeV_PostFit_s.root',
|
| 373 |
'/shome/nmohr/VHbb/lhcp/PrePost/mBDT/BDT_Znn_MedPt_ZnunuMedPt_8TeV_PostFit_s.root'
|
| 374 |
]
|
| 375 |
|
| 376 |
bdt_fix = [
|
| 377 |
'/shome/nmohr/VHbb/lhcp/PrePost/BDT7TeV/BDT_Wln_ch1_Wenu2_PostFit_s.root',
|
| 378 |
'/shome/nmohr/VHbb/lhcp/PrePost/BDT7TeV/BDT_Wln_ch1_Wenu_PostFit_s.root',
|
| 379 |
'/shome/nmohr/VHbb/lhcp/PrePost/BDT7TeV/BDT_Wln_ch2_Wmunu2_PostFit_s.root',
|
| 380 |
'/shome/nmohr/VHbb/lhcp/PrePost/BDT7TeV/BDT_Wln_ch2_Wmunu_PostFit_s.root',
|
| 381 |
'/shome/nmohr/VHbb/lhcp/PrePost/BDT7TeV/BDT_Zll_card1_PostFit_s.root',
|
| 382 |
'/shome/nmohr/VHbb/lhcp/PrePost/BDT7TeV/BDT_Zll_card2_PostFit_s.root',
|
| 383 |
'/shome/nmohr/VHbb/lhcp/PrePost/BDT7TeV/BDT_Zll_card3_PostFit_s.root',
|
| 384 |
'/shome/nmohr/VHbb/lhcp/PrePost/BDT7TeV/BDT_Zll_card4_PostFit_s.root',
|
| 385 |
'/shome/nmohr/VHbb/lhcp/PrePost/BDT7TeV/BDT_Znn_ch1_PostFit_s.root',
|
| 386 |
'/shome/nmohr/VHbb/lhcp/PrePost/BDT7TeV/BDT_Znn_ch2_PostFit_s.root' ]
|
| 387 |
|
| 388 |
bdt_fileList2+=bdt_fix
|
| 389 |
|
| 390 |
|
| 391 |
|
| 392 |
if('mjj' in opts.type):
|
| 393 |
plot(fileList)
|
| 394 |
else:
|
| 395 |
log_s_over_b(bdt_fileList2)
|
| 396 |
|
| 397 |
sys.exit(0)
|
| 398 |
|
| 399 |
|
| 400 |
|
| 401 |
|
| 402 |
|
