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run_model_independent_limits_mt_tot.py
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run_model_independent_limits_mt_tot.py
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import os
import argparse
# python run_model_independent_limits_unblinding.py -o unblinding
parser = argparse.ArgumentParser()
parser.add_argument('--channel',help= 'Channel to run limits for', default='all')
parser.add_argument('--output','-o', help= 'Name of output directory', default='output')
parser.add_argument('--year', help= 'Name of input year', default='all')
parser.add_argument('--all_perm', help= 'Run all permutations of year and channel inputs', default=False)
args = parser.parse_args()
channel = args.channel
output = args.output
year = args.year
all_perm = args.all_perm
analysis = 'bsm-model-indep'
if all_perm:
if channel == 'fake':
channel_perm = ['et','mt','tt','fake']
elif channel == 'all':
channel_perm = ['em','et','mt','tt','all']
else:
channel_perm = channel.split(",").append(channel)
if year == 'all':
year_perm = ['2016','2017','2018','all']
else:
year_perm = year.split(',').append(year)
else:
channel_perm = [channel]
year_perm = [year]
for year in year_perm:
for channel in channel_perm:
### Set up channel input ###
if channel == "all":
cat_file = 'mssm_classic_categories_nobtag.txt'
elif channel == "fake":
cat_file = 'mssm_fake_categories.txt'
elif channel in ["et","tt","mt","em"]:
cat_file = 'mssm_%(channel)s_categories_nobtag.txt' % vars()
### Set up year input ###
if year == "all":
year_text = "2016,2017,2018"
year_list = ["2016","2017","2018"]
else:
year_text = year
year_list = year.split(",")
### Datacard creation ###
dc_creation_cmd = 'morph_parallel.py --output model_independent_limits/%(output)s_%(channel)s_%(year)s --analysis "%(analysis)s" --eras %(year_text)s --category-list input/%(cat_file)s --variable "mt_tot_puppi" --sm-gg-fractions data/higgs_pt_reweighting_fullRun2_v2.root --parallel 5 --additional-arguments="--auto_rebin=1 --manual_rebin=1 --real_data=1 " --sub-analysis "sm-like-light" --hSM-treatment "hSM-in-bg" --categorization="classic" --sm-like-hists="sm125" ' % vars()
os.system(dc_creation_cmd)
# take btag cats from m_sv binned one
cat_file_btag = 'mssm_classic_categories_btag.txt'
dc_creation_cmd_2 = 'morph_parallel.py --output model_independent_limits/%(output)s_%(channel)s_%(year)s --analysis "%(analysis)s" --eras %(year_text)s --category-list input/%(cat_file_btag)s --variable "mt_tot_puppi" --sm-gg-fractions data/higgs_pt_reweighting_fullRun2_v2.root --parallel 5 --additional-arguments="--auto_rebin=1 --manual_rebin=1 --real_data=1 " --sub-analysis "sm-like-light" --hSM-treatment "hSM-in-bg" --categorization="classic" --sm-like-hists="sm125" ' % vars()
os.system(dc_creation_cmd_2)
cat_file_cr = 'mssm_classic_categories_cr.txt'
dc_creation_cmd_3 = 'morph_parallel.py --output model_independent_limits/%(output)s_%(channel)s_%(year)s --analysis "%(analysis)s" --eras %(year_text)s --category-list input/%(cat_file_cr)s --variable "mt_tot_puppi" --sm-gg-fractions data/higgs_pt_reweighting_fullRun2_v2.root --parallel 5 --additional-arguments="--auto_rebin=1 --manual_rebin=1 --real_data=1 " --sub-analysis "sm-like-light" --hSM-treatment "hSM-in-bg" --categorization="classic" --sm-like-hists="sm125" ' % vars()
os.system(dc_creation_cmd_3)
directory = "model_independent_limits/%(output)s_%(channel)s_%(year)s_%(analysis)s" % vars()
for yr in year_list:
os.system("mkdir -p %(directory)s/%(yr)s/cmb/; rsync -av --progress %(directory)s/%(yr)s/htt_*/* %(directory)s/%(yr)s/cmb/" % vars())
os.system("mkdir -p %(directory)s/combined/cmb/; rsync -av --progress %(directory)s/201?/htt_*/* %(directory)s/combined/cmb/" % vars())
### Workspace creation ###
os.system("ulimit -s unlimited")
os.system('combineTool.py -M T2W -o "ws.root" -P HiggsAnalysis.CombinedLimit.PhysicsModel:multiSignalModel --PO '"'"'"map=^.*/ggh_(i|t|b).?$:r_ggH[0,0,200]"'"'"' --PO '"map=^.*/bbh$:r_bbH[0,0,200]"' --PO '"map=^.*/qqX$:r_qqX[0]"' --PO '"'"'"map=^.*/ggX_(i|t|b).?$:r_ggX[0,0,200]"'"'"' -i %(directory)s/combined/cmb -m 95 --parallel 8' % vars())
# Run expected limits for MSSM signals
os.system('combineTool.py -m "60,65,70,75,80,85,90,95,100,105,110,120,125,130,140,160,180,200,250,300,350,400,450,500,600,700,800,900,1000,1200,1400,1600,1800,2000,2300,2600,2900,3200,3500" -M Significance --boundlist input/mssm_boundaries.json --freezeParameters r_qqX,r_ggX --setParameters r_ggH=0,r_bbH=0,r_qqX=0,r_ggX=0 --redefineSignalPOIs r_ggH -d %(directory)s/combined/cmb/ws.root --there -n ".ggH" --task-name ggH_full_combined_%(analysis)s_%(channel)s_%(year)s_%(output)s_pvalue --X-rtd MINIMIZER_analytic --cminDefaultMinimizerStrategy 0 --cminDefaultMinimizerTolerance 0.01 -v 1 --job-mode \'SGE\' --prefix-file ic --sub-opts "-q hep.q -l h_rt=3:0:0"' % vars())
os.system('combineTool.py -m "60,65,70,75,80,85,90,95,100,105,110,120,125,130,140,160,180,200,250,300,350,400,450,500,600,700,800,900,1000,1200,1400,1600,1800,2000,2300,2600,2900,3200,3500" -M Significance --boundlist input/mssm_boundaries.json --freezeParameters r_qqX,r_ggX --setParameters r_ggH=0,r_bbH=0,r_qqX=0,r_ggX=0 --redefineSignalPOIs r_bbH -d %(directory)s/combined/cmb/ws.root --there -n ".bbH" --task-name bbH_full_combined_%(analysis)s_%(channel)s_%(year)s_%(output)s_pvalue --X-rtd MINIMIZER_analytic --cminDefaultMinimizerStrategy 0 --cminDefaultMinimizerTolerance 0.01 -v 1 --job-mode \'SGE\' --prefix-file ic --sub-opts "-q hep.q -l h_rt=3:0:0"' % vars())
os.system('combineTool.py -m "60,80,95,100,120,125,130,140,160,180,200,250,300,350,400,450,500,600,700,800,900,1000,1200,1400,1600,1800,2000,2300,2600,2900,3200,3500" -M AsymptoticLimits --rAbsAcc 0 --rRelAcc 0.0005 --boundlist input/mssm_boundaries.json --freezeParameters r_qqX,r_ggX --setParameters r_ggH=0,r_bbH=0,r_qqX=0,r_ggX=0 --redefineSignalPOIs r_ggH -d %(directory)s/combined/cmb/ws.root --there -n ".ggH" --task-name ggH_full_combined_%(analysis)s_%(channel)s_%(year)s_%(output)s --X-rtd MINIMIZER_analytic --cminDefaultMinimizerStrategy 0 --cminDefaultMinimizerTolerance 0.01 -v 1 --job-mode \'SGE\' --prefix-file ic --sub-opts "-q hep.q -l h_rt=3:0:0"' % vars())
os.system('combineTool.py -m "60,80,95,100,120,125,130,140,160,180,200,250,300,350,400,450,500,600,700,800,900,1000,1200,1400,1600,1800,2000,2300,2600,2900,3200,3500" -M AsymptoticLimits --rAbsAcc 0 --rRelAcc 0.0005 --boundlist input/mssm_boundaries.json --freezeParameters r_qqX,r_ggX --setParameters r_ggH=0,r_bbH=0,r_qqX=0,r_ggX=0 --redefineSignalPOIs r_bbH -d %(directory)s/combined/cmb/ws.root --there -n ".bbH" --task-name bbH_full_combined_%(analysis)s_%(channel)s_%(year)s_%(output)s --X-rtd MINIMIZER_analytic --cminDefaultMinimizerStrategy 0 --cminDefaultMinimizerTolerance 0.01 -v 1 --job-mode \'SGE\' --prefix-file ic --sub-opts "-q hep.q -l h_rt=3:0:0" ' % vars())
# other set to 0
os.system('combineTool.py -m "60,65,70,75,80,85,90,95,100,105,110,120,125,130,140,160,180,200,250,300,350,400,450,500,600,700,800,900,1000,1200,1400,1600,1800,2000,2300,2600,2900,3200,3500" -M Significance --boundlist input/mssm_boundaries.json --freezeParameters r_qqX,r_ggX,r_bbH --setParameters r_ggH=0,r_bbH=0,r_qqX=0,r_ggX=0 --redefineSignalPOIs r_ggH -d %(directory)s/combined/cmb/ws.root --there -n ".ggH.freezebbH" --task-name ggH_full_combined_%(analysis)s_%(channel)s_%(year)s_%(output)s_pvalue_freezebbH --X-rtd MINIMIZER_analytic --cminDefaultMinimizerStrategy 0 --cminDefaultMinimizerTolerance 0.01 -v 1 --job-mode \'SGE\' --prefix-file ic --sub-opts "-q hep.q -l h_rt=3:0:0"' % vars())
os.system('combineTool.py -m "60,65,70,75,80,85,90,95,100,105,110,120,125,130,140,160,180,200,250,300,350,400,450,500,600,700,800,900,1000,1200,1400,1600,1800,2000,2300,2600,2900,3200,3500" -M Significance --boundlist input/mssm_boundaries.json --freezeParameters r_qqX,r_ggX,r_ggH --setParameters r_ggH=0,r_bbH=0,r_qqX=0,r_ggX=0 --redefineSignalPOIs r_bbH -d %(directory)s/combined/cmb/ws.root --there -n ".bbH.freezeggH" --task-name bbH_full_combined_%(analysis)s_%(channel)s_%(year)s_%(output)s_pvalue_freezeggH --X-rtd MINIMIZER_analytic --cminDefaultMinimizerStrategy 0 --cminDefaultMinimizerTolerance 0.01 -v 1 --job-mode \'SGE\' --prefix-file ic --sub-opts "-q hep.q -l h_rt=3:0:0"' % vars())
os.system('combineTool.py -m "60,80,95,100,120,125,130,140,160,180,200,250,300,350,400,450,500,600,700,800,900,1000,1200,1400,1600,1800,2000,2300,2600,2900,3200,3500" -M AsymptoticLimits --rAbsAcc 0 --rRelAcc 0.0005 --boundlist input/mssm_boundaries.json --freezeParameters r_bbH,r_qqX,r_ggX --setParameters r_ggH=0,r_bbH=0,r_qqX=0,r_ggX=0 --redefineSignalPOIs r_ggH -d %(directory)s/combined/cmb/ws.root --there -n ".ggH.freezebbH" --task-name ggH_full_combined_%(analysis)s_%(channel)s_%(year)s_%(output)s_freezebbH --X-rtd MINIMIZER_analytic --cminDefaultMinimizerStrategy 0 --cminDefaultMinimizerTolerance 0.01 -v 1 --job-mode \'SGE\' --prefix-file ic --sub-opts "-q hep.q -l h_rt=3:0:0"' % vars())
os.system('combineTool.py -m "60,80,95,100,120,125,130,140,160,180,200,250,300,350,400,450,500,600,700,800,900,1000,1200,1400,1600,1800,2000,2300,2600,2900,3200,3500" -M AsymptoticLimits --rAbsAcc 0 --rRelAcc 0.0005 --boundlist input/mssm_boundaries.json --freezeParameters r_ggH,r_qqX,r_ggX --setParameters r_ggH=0,r_bbH=0,r_qqX=0,r_ggX=0 --redefineSignalPOIs r_bbH -d %(directory)s/combined/cmb/ws.root --there -n ".bbH.freezeggH" --task-name bbH_full_combined_%(analysis)s_%(channel)s_%(year)s_%(output)s_freezeggH --X-rtd MINIMIZER_analytic --cminDefaultMinimizerStrategy 0 --cminDefaultMinimizerTolerance 0.01 -v 1 --job-mode \'SGE\' --prefix-file ic --sub-opts "-q hep.q -l h_rt=3:0:0" ' % vars())
# b-only
os.system('combineTool.py -m "60,80,95,100,120,125,130,140,160,180,200,250,300,350,400,450,500,600,700,800,900,1000,1200,1400,1600,1800,2000,2300,2600,2900,3200,3500" -M Significance --boundlist input/mssm_boundaries.json --freezeParameters r_qqX,r_ggX --setParameters Yt_MSSM_h=0,r_ggH=0,r_bbH=0,r_qqX=0,r_ggX=0 --redefineSignalPOIs r_ggH -d %(directory)s/combined/cmb/ws.root --there -n ".ggH.Bonly" --task-name ggH_full_combined_%(analysis)s_%(channel)s_%(year)s_%(output)s_pvalue --X-rtd MINIMIZER_analytic --cminDefaultMinimizerStrategy 0 --cminDefaultMinimizerTolerance 0.01 -v 1 --job-mode \'SGE\' --prefix-file ic --sub-opts "-q hep.q -l h_rt=3:0:0"' % vars())
os.system('combineTool.py -m "60,80,95,100,120,125,130,140,160,180,200,250,300,350,400,450,500,600,700,800,900,1000,1200,1400,1600,1800,2000,2300,2600,2900,3200,3500" -M AsymptoticLimits --rAbsAcc 0 --rRelAcc 0.0005 --boundlist input/mssm_boundaries.json --freezeParameters r_qqX,r_ggX --setParameters Yt_MSSM_h=0,r_ggH=0,r_bbH=0,r_qqX=0,r_ggX=0 --redefineSignalPOIs r_ggH -d %(directory)s/combined/cmb/ws.root --there -n ".ggH.Bonly" --task-name ggH_full_combined_%(analysis)s_%(channel)s_%(year)s_%(output)s --X-rtd MINIMIZER_analytic --cminDefaultMinimizerStrategy 0 --cminDefaultMinimizerTolerance 0.01 -v 1 --job-mode \'SGE\' --prefix-file ic --sub-opts "-q hep.q -l h_rt=3:0:0" ' % vars())
# t-only
os.system('combineTool.py -m "60,80,95,100,120,125,130,140,160,180,200,250,300,350,400,450,500,600,700,800,900,1000,1200,1400,1600,1800,2000,2300,2600,2900,3200,3500" -M Significance --boundlist input/mssm_boundaries.json --freezeParameters r_qqX,r_ggX --setParameters Yb_MSSM_h=0,r_ggH=0,r_bbH=0,r_qqX=0,r_ggX=0 --redefineSignalPOIs r_ggH -d %(directory)s/combined/cmb/ws.root --there -n ".ggH.Tonly" --task-name ggH_full_combined_%(analysis)s_%(channel)s_%(year)s_%(output)s_pvalue --X-rtd MINIMIZER_analytic --cminDefaultMinimizerStrategy 0 --cminDefaultMinimizerTolerance 0.01 -v 1 --job-mode \'SGE\' --prefix-file ic --sub-opts "-q hep.q -l h_rt=3:0:0"' % vars())
os.system('combineTool.py -m "60,80,95,100,120,125,130,140,160,180,200,250,300,350,400,450,500,600,700,800,900,1000,1200,1400,1600,1800,2000,2300,2600,2900,3200,3500" -M AsymptoticLimits --rAbsAcc 0 --rRelAcc 0.0005 --boundlist input/mssm_boundaries.json --freezeParameters r_qqX,r_ggX --setParameters Yb_MSSM_h=0,r_ggH=0,r_bbH=0,r_qqX=0,r_ggX=0 --redefineSignalPOIs r_ggH -d %(directory)s/combined/cmb/ws.root --there -n ".ggH.Tonly" --task-name ggH_full_combined_%(analysis)s_%(channel)s_%(year)s_%(output)s --X-rtd MINIMIZER_analytic --cminDefaultMinimizerStrategy 0 --cminDefaultMinimizerTolerance 0.01 -v 1 --job-mode \'SGE\' --prefix-file ic --sub-opts "-q hep.q -l h_rt=3:0:0" ' % vars())