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scaleAndHadd.py
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scaleAndHadd.py
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#!/usr/bin/env python
import os, sys, ROOT, argparse
parser = argparse.ArgumentParser(description='Scale and hadd MC and data files')
parser.add_argument('--sample',type=str,required=True,choices=['signal','signal313','TT2018','QCD2018','ZQQ2018','ST2018','WQQ2018','ZNuNu2018','Diboson2018','QCDInclusive2018','Data2018'],help='Sample to scale')
parser.add_argument('--input',type=str,required=True,help='Path to input files')
parser.add_argument('--output',type=str,required=True,help='Path to output scaled file')
parser.add_argument('--noRun2Scaling',action='store_true',default=False,help='Turn off scaling to full Run 2 lumi')
args = parser.parse_args()
sample = args.sample
inputDir = args.input
outputDir = args.output
if not os.path.exists(outputDir):
os.makedirs(outputDir)
try: os.remove('{}/{}.root'.format(outputDir,sample))
except OSError: pass
if args.sample == 'TT': sampleFile = 'TTToHadronic.txt'
elif args.sample == 'TT2018': sampleFile = 'TTToHadronic2018.txt'
#elif args.sample == 'QCD': sampleFile = 'QCDBEnriched.txt'
elif args.sample == 'QCD2018': sampleFile = 'QCDBEnriched2018.txt'
elif args.sample == 'ZQQ2018': sampleFile = 'ZJetsToQQ2018.txt'
elif args.sample == 'ST2018': sampleFile = 'STHadronic2018.txt'
elif args.sample == 'WQQ2018': sampleFile = 'WJetsToQQ2018.txt'
elif args.sample == 'ZNuNu2018': sampleFile = 'ZJetsToNuNu2018.txt'
elif args.sample == 'Diboson2018': sampleFile = 'Diboson2018.txt'
elif args.sample == 'QCDInclusive2018': sampleFile = 'QCDInclusive2018.txt'
elif args.sample == 'Data2018': sampleFile = 'Data2018.txt'
elif args.sample != 'signal' and args.sample != 'signal313': print('ERROR: Unexpected sample argument')
#-------------------------------------------------
# QCD (b-enriched)
#-------------------------------------------------
if 'QCD' in sample and 'Inclusive' not in sample:
SFs = {
# 2016preVFP
(0,100) : 19.5 * 1.122e+06 * 1E3 / 17657456,
(0,200) : 19.5 * 8.006e+04 * 1E3 / 8886507,
(0,300) : 19.5 * 1.672e+04 * 1E3 / 4978755,
(0,500) : 19.5 * 1.496e+03 * 1E3 / 4433560,
(0,700) : 19.5 * 3.001e+02 * 1E3 / 979344,
(0,1000): 19.5 * 4.768e+01 * 1E3 / 591966,
(0,1500): 19.5 * 4.037e+00 * 1E3 / 675657,
(0,2000): 19.5 * 6.951e-01 * 1E3 / 668223,
# 2016postVFP
(1,100) : 16.8 * 1.124e+06 * 1E3 / 19202473,
(1,200) : 16.8 * 8.040e+04 * 1E3 / 9328147,
(1,300) : 16.8 * 1.668e+04 * 1E3 / 5612374,
(1,500) : 16.8 * 1.502e+03 * 1E3 / 4616176,
(1,700) : 16.8 * 2.995e+02 * 1E3 / 903293,
(1,1000): 16.8 * 4.756e+01 * 1E3 / 663922,
(1,1500): 16.8 * 4.024e+00 * 1E3 / 698469,
(1,2000): 16.8 * 6.963e-01 * 1E3 / 684942,
# 2017
(2,100) : 41.5 * 1.125e+06 * 1E3 / 37427427,
(2,200) : 41.5 * 8.013e+04 * 1E3 / 19844424,
(2,300) : 41.5 * 1.669e+04 * 1E3 / 11312350,
(2,500) : 41.5 * 1.506e+03 * 1E3 / 10203561,
(2,700) : 41.5 * 2.998e+02 * 1E3 / 1881618,
(2,1000): 41.5 * 4.771e+01 * 1E3 / 1385631,
(2,1500): 41.5 * 4.016e+00 * 1E3 / 1458069,
(2,2000): 41.5 * 6.979e-01 * 1E3 / 1408971,
# 2018
(3,100) : 59.8 * 1.121e+06 * 1E3 / 36118282,
(3,200) : 59.8 * 8.015e+04 * 1E3 / 18462183,
(3,300) : 59.8 * 1.674e+04 * 1E3 / 11197722,
(3,500) : 59.8 * 1.496e+03 * 1E3 / 9246898,
(3,700) : 59.8 * 3.000e+02 * 1E3 / 1844165,
(3,1000): 59.8 * 4.755e+01 * 1E3 / 1330829,
(3,1500): 59.8 * 4.030e+00 * 1E3 / 1431254,
(3,2000): 59.8 * 6.984e-01 * 1E3 / 1357334,
}
if not args.noRun2Scaling:
lumiTarget = 137.62
lumiSample = 59.8
for key,value in SFs.items():
if key[0] == 3: SFs[key] *= lumiTarget / lumiSample
with open('samples/{}'.format(sampleFile)) as f:
for i,line in enumerate(f):
period = -1
HT = -1
if 'preVFP' in line: period = 0
elif 'UL16' in line: period = 1
elif 'UL17' in line: period = 2
elif 'UL18' in line: period = 3
else: print('ERROR: Data period could not be determined for {}'.format(line))
if '100to200' in line: HT = 100
elif '200to300' in line: HT = 200
elif '300to500' in line: HT = 300
elif '500to700' in line: HT = 500
elif '700to1000' in line: HT = 700
elif '1000to1500' in line: HT = 1000
elif '1500to2000' in line: HT = 1500
elif '2000toInf' in line: HT = 2000
else: print('ERROR: HT range could not be determined for {}'.format(line))
if period == -1 or HT == -1: sys.exit()
else: SF = SFs[(period,HT)]
fTemp = ROOT.TFile.Open('{}/{}-{}-temp.root'.format(outputDir,sample,i + 1),'RECREATE')
f = ROOT.TFile.Open('{}/{}-{}.root'.format(inputDir,sample,i + 1))
plots = f.GetDirectory('plots')
keys = [key.GetName() for key in plots.GetListOfKeys()]
for key in keys:
h = plots.Get(key)
h.Scale(SF)
fTemp.WriteObject(h,h.GetName())
fTemp.Write()
fTemp.Close()
fileList = []
for j in range(i + 1):
fileList.append('{}/{}-{}-temp.root'.format(outputDir,sample,j + 1))
os.system('hadd -f {}/{}.root {}'.format(outputDir,sample,' '.join(fileList)))
os.system('rm {}/*temp.root'.format(outputDir))
#-------------------------------------------------
# QCD (inclusive)
#-------------------------------------------------
if sample == 'QCDInclusive2018':
SFs = {
# QCD 2016
(1,50) : 59.8 * 186100000.0 * 1E3 / 35474117,
(1,100) : 59.8 * 23630000.0 * 1E3 / 73506112,
(1,200) : 59.8 * 1554000.0 * 1E3 / 43280518,
(1,300) : 59.8 * 323800.0 * 1E3 / 46335846,
(1,500) : 59.8 * 30280.0 * 1E3 / 52661606,
(1,700) : 59.8 * 6392.0 * 1E3 / 41664730,
(1,1000) : 59.8 * 1118.0 * 1E3 / 12254238,
(1,1500) : 59.8 * 108.9 * 1E3 / 9376965,
(1,2000) : 59.8 * 21.93 * 1E3 / 4867995,
# QCD 2018
(3,50) : 59.8 * 187300000.0 * 1E3 / 38599389,
(3,100) : 59.8 * 23590000.0 * 1E3 / 84434559,
(3,200) : 59.8 * 1555000.0 * 1E3 / 57336623,
(3,300) : 59.8 * 324500.0 * 1E3 / 61609663,
(3,500) : 59.8 * 30310.0 * 1E3 / 49184771,
(3,700) : 59.8 * 6444.0 * 1E3 / 48506751,
(3,1000) : 59.8 * 1127.0 * 1E3 / 14394786,
(3,1500) : 59.8 * 109.8 * 1E3 / 10411831,
(3,2000) : 59.8 * 21.98 * 1E3 / 5374711,
}
if not args.noRun2Scaling:
lumiTarget = 137.62
lumiSample = 59.8
for key,value in SFs.items():
if key[0] == 3: SFs[key] *= lumiTarget / lumiSample
with open('samples/{}'.format(sampleFile)) as f:
for i,line in enumerate(f):
period = -1
HT = -1
if 'preVFP' in line: period = 0
elif 'UL16' in line: period = 1
elif 'UL17' in line: period = 2
elif 'UL18' in line: period = 3
else: print('ERROR: Data period could not be determined for {}'.format(line))
if '50to100' in line: HT = 50
elif '100to200' in line: HT = 100
elif '200to300' in line: HT = 200
elif '300to500' in line: HT = 300
elif '500to700' in line: HT = 500
elif '700to1000' in line: HT = 700
elif '1000to1500' in line: HT = 1000
elif '1500to2000' in line: HT = 1500
elif '2000toInf' in line: HT = 2000
else: print('ERROR: HT range could not be determined for {}'.format(line))
if period == -1 or HT == -1: sys.exit()
else: SF = SFs[(period,HT)]
fTemp = ROOT.TFile.Open('{}/{}-{}-temp.root'.format(outputDir,sample,i + 1),'RECREATE')
f = ROOT.TFile.Open('{}/{}-{}.root'.format(inputDir,sample,i + 1))
plots = f.GetDirectory('plots')
keys = [key.GetName() for key in plots.GetListOfKeys()]
for key in keys:
h = plots.Get(key)
h.Scale(SF)
fTemp.WriteObject(h,h.GetName())
fTemp.Write()
fTemp.Close()
fileList = []
for j in range(i + 1):
fileList.append('{}/{}-{}-temp.root'.format(outputDir,sample,j + 1))
os.system('hadd -f {}/{}.root {}'.format(outputDir,sample,' '.join(fileList)))
os.system('rm {}/*temp.root'.format(outputDir))
#-------------------------------------------------
# TT2018
#-------------------------------------------------
if sample == 'TT2018':
lumiTarget = 137.62 if not args.noRun2Scaling else 59.8
lumiSample = 331506194 / (831.8 * 0.457) * 1E-3
SF = lumiTarget / lumiSample
os.system('hadd -f {}/{}-temp.root {}/{}*.root'.format(outputDir,sample,inputDir,sample))
fScaled = ROOT.TFile.Open('{}/{}.root'.format(outputDir,sample),'RECREATE')
fTemp = ROOT.TFile.Open('{}/{}-temp.root'.format(outputDir,sample),'READ')
plots = fTemp.GetDirectory('plots')
keys = [key.GetName() for key in plots.GetListOfKeys()]
for key in keys:
h = plots.Get(key)
h.Scale(SF)
fScaled.WriteObject(h,h.GetName())
fScaled.Write()
fScaled.Close()
os.system('rm {}/*temp.root'.format(outputDir))
#-------------------------------------------------
# Signal
#-------------------------------------------------
if sample == 'signal' or sample == 'signal313':
lumiTarget = 137.62
NEventsGen = 10000
lambdapp = 0.1
if sample == 'signal':
points = ['1000_400','1000_600','1000_900',
'1200_400','1200_600','1200_1100',
'1300_400','1300_600','1300_1200',
'1400_400','1400_600','1400_1300',
'1500_400','1500_600','1500_900','1500_1400',
'2000_400','2000_600','2000_900','2000_1400','2000_1900']
SFs = {
1000:lumiTarget * 48000 * lambdapp**2 / NEventsGen,
1200:lumiTarget * 21000 * lambdapp**2 / NEventsGen,
1300:lumiTarget * 15000 * lambdapp**2 / NEventsGen,
1400:lumiTarget * 10000 * lambdapp**2 / NEventsGen,
1500:lumiTarget * 7300 * lambdapp**2 / NEventsGen,
2000:lumiTarget * 1600 * lambdapp**2 / NEventsGen,
}
elif sample == 'signal313':
points = ['1000_400','1000_600','1000_900',
'1500_400','1500_600','1500_900','1500_1400',
'2000_400','2000_600','2000_900','2000_1400','2000_1900']
SFs = {
1000:lumiTarget * 27000 * lambdapp**2 / NEventsGen,
1500:lumiTarget * 3800 * lambdapp**2 / NEventsGen,
2000:lumiTarget * 760 * lambdapp**2 / NEventsGen,
}
for point in points:
mStop = int(point.split('_')[0])
fScaled = ROOT.TFile.Open('{}/{}_{}.root'.format(outputDir,'signal',point),'RECREATE')
f = ROOT.TFile.Open('{}/{}_{}.root'.format(inputDir,'signal',point),'READ')
plots = f.GetDirectory('plots')
keys = [key.GetName() for key in plots.GetListOfKeys()]
for key in keys:
h = plots.Get(key)
h.Scale(SFs[mStop])
fScaled.WriteObject(h,h.GetName())
fScaled.Write()
fScaled.Close()
#-------------------------------------------------
# ZQQ2018
#-------------------------------------------------
if sample == 'ZQQ2018':
SFs = {
# 2018
(3,200): 59.8 * 1012.0 * 1E3 / 15002757,
(3,400): 59.8 * 114.2 * 1E3 / 13930474,
(3,600): 59.8 * 25.34 * 1E3 / 12029507,
(3,800): 59.8 * 12.99 * 1E3 / 9681521,
}
if not args.noRun2Scaling:
lumiTarget = 137.62
lumiSample = 59.8
for key,value in SFs.items():
if key[0] == 3: SFs[key] *= lumiTarget / lumiSample
with open('samples/{}'.format(sampleFile)) as f:
for i,line in enumerate(f):
period = -1
HT = -1
if 'preVFP' in line: period = 0
elif 'UL16' in line: period = 1
elif 'UL17' in line: period = 2
elif 'UL18' in line: period = 3
else: print('ERROR: Data period could not be determined for {}'.format(line))
if '200to400' in line: HT = 200
elif '400to600' in line: HT = 400
elif '600to800' in line: HT = 600
elif '800toInf' in line: HT = 800
else: print('ERROR: HT range could not be determined for {}'.format(line))
if period == -1 or HT == -1: sys.exit()
else: SF = SFs[(period,HT)]
fTemp = ROOT.TFile.Open('{}/{}-{}-temp.root'.format(outputDir,sample,i + 1),'RECREATE')
f = ROOT.TFile.Open('{}/{}-{}.root'.format(inputDir,sample,i + 1))
plots = f.GetDirectory('plots')
keys = [key.GetName() for key in plots.GetListOfKeys()]
for key in keys:
h = plots.Get(key)
h.Scale(SF)
fTemp.WriteObject(h,h.GetName())
fTemp.Write()
fTemp.Close()
fileList = []
for j in range(i + 1):
fileList.append('{}/{}-{}-temp.root'.format(outputDir,sample,j + 1))
os.system('hadd -f {}/{}.root {}'.format(outputDir,sample,' '.join(fileList)))
os.system('rm {}/*temp.root'.format(outputDir))
#-------------------------------------------------
# ZNuNu2018
#-------------------------------------------------
if sample == 'ZNuNu2018':
SFs = {
# 2018
(3,100): 59.8 * 267.0 * 1.1347 * 1E3 / 28876062,
(3,200): 59.8 * 73.08 * 1.1347 * 1E3 / 22749608,
(3,400): 59.8 * 9.921 * 1.1347 * 1E3 / 19676607,
(3,600): 59.8 * 2.409 * 1.1347 * 1E3 / 5968910,
(3,800): 59.8 * 1.078 * 1.1347 * 1E3 / 2129122,
(3,1200): 59.8 * 0.2514 * 1.1347 * 1E3 / 381695,
(3,2500): 59.8 * 0.005614 * 1.1347 * 1E3 / 268224,
}
if not args.noRun2Scaling:
lumiTarget = 137.62
lumiSample = 59.8
for key,value in SFs.items():
if key[0] == 3: SFs[key] *= lumiTarget / lumiSample
with open('samples/{}'.format(sampleFile)) as f:
for i,line in enumerate(f):
period = -1
HT = -1
if 'preVFP' in line: period = 0
elif 'UL16' in line: period = 1
elif 'UL17' in line: period = 2
elif 'UL18' in line: period = 3
else: print('ERROR: Data period could not be determined for {}'.format(line))
if '100To200' in line: HT = 100
elif '200To400' in line: HT = 200
elif '400To600' in line: HT = 400
elif '600To800' in line: HT = 600
elif '800To1200' in line: HT = 800
elif '1200To2500' in line: HT = 1200
elif '2500ToInf' in line: HT = 2500
else: print('ERROR: HT range could not be determined for {}'.format(line))
if period == -1 or HT == -1: sys.exit()
else: SF = SFs[(period,HT)]
fTemp = ROOT.TFile.Open('{}/{}-{}-temp.root'.format(outputDir,sample,i + 1),'RECREATE')
f = ROOT.TFile.Open('{}/{}-{}.root'.format(inputDir,sample,i + 1))
plots = f.GetDirectory('plots')
keys = [key.GetName() for key in plots.GetListOfKeys()]
for key in keys:
h = plots.Get(key)
h.Scale(SF)
fTemp.WriteObject(h,h.GetName())
fTemp.Write()
fTemp.Close()
fileList = []
for j in range(i + 1):
fileList.append('{}/{}-{}-temp.root'.format(outputDir,sample,j + 1))
os.system('hadd -f {}/{}.root {}'.format(outputDir,sample,' '.join(fileList)))
os.system('rm {}/*temp.root'.format(outputDir))
#-------------------------------------------------
# WQQ2018
#-------------------------------------------------
if sample == 'WQQ2018':
SFs = {
# 2018
(3,200): 59.8 * 2549.0 * 1E3 / 14494966,
(3,400): 59.8 * 276.5 * 1E3 / 9335298,
(3,600): 59.8 * 59.25 * 1E3 / 13633226,
(3,800): 59.8 * 28.75 * 1E3 / 13581343,
}
if not args.noRun2Scaling:
lumiTarget = 137.62
lumiSample = 59.8
for key,value in SFs.items():
if key[0] == 3: SFs[key] *= lumiTarget / lumiSample
with open('samples/{}'.format(sampleFile)) as f:
for i,line in enumerate(f):
period = -1
HT = -1
if 'preVFP' in line: period = 0
elif 'UL16' in line: period = 1
elif 'UL17' in line: period = 2
elif 'UL18' in line: period = 3
else: print('ERROR: Data period could not be determined for {}'.format(line))
if '200to400' in line: HT = 200
elif '400to600' in line: HT = 400
elif '600to800' in line: HT = 600
elif '800toInf' in line: HT = 800
else: print('ERROR: HT range could not be determined for {}'.format(line))
if period == -1 or HT == -1: sys.exit()
else: SF = SFs[(period,HT)]
fTemp = ROOT.TFile.Open('{}/{}-{}-temp.root'.format(outputDir,sample,i + 1),'RECREATE')
f = ROOT.TFile.Open('{}/{}-{}.root'.format(inputDir,sample,i + 1))
plots = f.GetDirectory('plots')
keys = [key.GetName() for key in plots.GetListOfKeys()]
for key in keys:
h = plots.Get(key)
h.Scale(SF)
fTemp.WriteObject(h,h.GetName())
fTemp.Write()
fTemp.Close()
fileList = []
for j in range(i + 1):
fileList.append('{}/{}-{}-temp.root'.format(outputDir,sample,j + 1))
os.system('hadd -f {}/{}.root {}'.format(outputDir,sample,' '.join(fileList)))
os.system('rm {}/*temp.root'.format(outputDir))
#-------------------------------------------------
# Diboson2018
#-------------------------------------------------
if sample == 'Diboson2018':
SFs = {
# 2018
(3,'WW'): 59.8 * 118.7 * 1E3 / 15679000,
(3,'WZ'): 59.8 * 47.13 * 1E3 / 7940000,
(3,'ZZ'): 59.8 * 16.523 * 1E3 / 3526000,
}
if not args.noRun2Scaling:
lumiTarget = 137.62
lumiSample = 59.8
for key,value in SFs.items():
if key[0] == 3: SFs[key] *= lumiTarget / lumiSample
with open('samples/{}'.format(sampleFile)) as f:
for i,line in enumerate(f):
period = -1
mode = -1
if 'preVFP' in line: period = 0
elif 'UL16' in line: period = 1
elif 'UL17' in line: period = 2
elif 'UL18' in line: period = 3
else: print('ERROR: Data period could not be determined for {}'.format(line))
if 'WW' in line: mode = 'WW'
elif 'WZ' in line: mode = 'WZ'
elif 'ZZ' in line: mode = 'ZZ'
else: print('ERROR: HT range could not be determined for {}'.format(line))
if period == -1 or mode == -1: sys.exit()
else: SF = SFs[(period,mode)]
fTemp = ROOT.TFile.Open('{}/{}-{}-temp.root'.format(outputDir,sample,i + 1),'RECREATE')
f = ROOT.TFile.Open('{}/{}-{}.root'.format(inputDir,sample,i + 1))
plots = f.GetDirectory('plots')
keys = [key.GetName() for key in plots.GetListOfKeys()]
for key in keys:
h = plots.Get(key)
h.Scale(SF)
fTemp.WriteObject(h,h.GetName())
fTemp.Write()
fTemp.Close()
fileList = []
for j in range(i + 1):
fileList.append('{}/{}-{}-temp.root'.format(outputDir,sample,j + 1))
os.system('hadd -f {}/{}.root {}'.format(outputDir,sample,' '.join(fileList)))
os.system('rm {}/*temp.root'.format(outputDir))
#-------------------------------------------------
# ST2018
#-------------------------------------------------
if sample == 'ST2018':
SFs = {
# 2018
(3,'s-channel'): 59.8 * 11.03 * 0.457 * 1E3 / 10592646,
(3,'t-channel_antitop'): 59.8 * 80.95 * 1E3 / 90022642,
(3,'t-channel_top'): 59.8 * 136.02 * 1E3 / 167111718,
(3,'tW_antitop'): 59.8 * 35.85 * 1E3 / 7748690,
(3,'tW_top'): 59.8 * 35.85 * 1E3 / 7955614,
}
if not args.noRun2Scaling:
lumiTarget = 137.62
lumiSample = 59.8
for key,value in SFs.items():
if key[0] == 3: SFs[key] *= lumiTarget / lumiSample
with open('samples/{}'.format(sampleFile)) as f:
for i,line in enumerate(f):
period = -1
mode = -1
if 'preVFP' in line: period = 0
elif 'UL16' in line: period = 1
elif 'UL17' in line: period = 2
elif 'UL18' in line: period = 3
else: print('ERROR: Data period could not be determined for {}'.format(line))
if 's-channel' in line: mode = 's-channel'
elif 't-channel_antitop' in line: mode = 't-channel_antitop'
elif 't-channel_top' in line: mode = 't-channel_top'
elif 'tW_antitop' in line: mode = 'tW_antitop'
elif 'tW_top' in line: mode = 'tW_top'
else: print('ERROR: HT range could not be determined for {}'.format(line))
if period == -1 or mode == -1: sys.exit()
else: SF = SFs[(period,mode)]
fTemp = ROOT.TFile.Open('{}/{}-{}-temp.root'.format(outputDir,sample,i + 1),'RECREATE')
f = ROOT.TFile.Open('{}/{}-{}.root'.format(inputDir,sample,i + 1))
plots = f.GetDirectory('plots')
keys = [key.GetName() for key in plots.GetListOfKeys()]
for key in keys:
h = plots.Get(key)
h.Scale(SF)
fTemp.WriteObject(h,h.GetName())
fTemp.Write()
fTemp.Close()
fileList = []
for j in range(i + 1):
fileList.append('{}/{}-{}-temp.root'.format(outputDir,sample,j + 1))
os.system('hadd -f {}/{}.root {}'.format(outputDir,sample,' '.join(fileList)))
os.system('rm {}/*temp.root'.format(outputDir))
#-------------------------------------------------
# Data
#-------------------------------------------------
if 'Data' in sample:
if '2016preVFP' in sample: SF = 137.62 / 19.5
elif '2016postVFP' in sample: SF = 137.62 / 16.8
elif '2017' in sample: SF = 137.62 / 41.5
elif '2018' in sample: SF = 137.62 / 59.8
else: print('ERROR: Invalid data period')
with open('samples/{}'.format(sampleFile)) as f:
for i,line in enumerate(f):
fTemp = ROOT.TFile.Open('{}/{}-{}-temp.root'.format(outputDir,sample,i + 1),'RECREATE')
f = ROOT.TFile.Open('{}/{}-{}.root'.format(inputDir,sample,i + 1))
plots = f.GetDirectory('plots')
keys = [key.GetName() for key in plots.GetListOfKeys()]
for key in keys:
h = plots.Get(key)
if not args.noRun2Scaling: h.Scale(SF)
fTemp.WriteObject(h,h.GetName())
fTemp.Write()
fTemp.Close()
fileList = []
for j in range(i + 1):
fileList.append('{}/{}-{}-temp.root'.format(outputDir,sample,j + 1))
os.system('hadd -f {}/{}.root {}'.format(outputDir,sample,' '.join(fileList)))
os.system('rm {}/*temp.root'.format(outputDir))