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projections_scans_kbkc.py
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projections_scans_kbkc.py
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#!/usr/bin/env python
"""
Thomas Klijnsma
"""
#____________________________________________________________________
# Imports
import logging
import os, sys, re, copy
from OptionHandler import flag_as_option
import differentials
import differentialutils
import LatestBinning
import LatestPaths
lumiscale300 = 8.356546
lumiscale3000 = 83.56546
#____________________________________________________________________
workspaces = differentials.core.AttrDict()
workspaces.couplingdependentBRs = differentials.core.AttrDict()
workspaces.couplingdependentBRs.scenario2 = differentials.core.AttrDict()
workspaces.floatingBRs = differentials.core.AttrDict()
workspaces.floatingBRs.scenario2 = differentials.core.AttrDict()
workspaces.couplingdependentBRs.hgg = 'out/workspaces_Jul10/projection_yukawa_hgg_Jul09_couplingModel_reweighted_couplingdependentBRs.root'
workspaces.couplingdependentBRs.hzz = 'out/workspaces_Jul09/projection_yukawa_hzz_Jul09_couplingModel_reweighted_couplingdependentBRs.root'
workspaces.couplingdependentBRs.combination = 'out/workspaces_Jul10/projection_yukawa_combination_Jul09_couplingModel_reweighted_couplingdependentBRs.root'
workspaces.couplingdependentBRs.scenario2.hgg = 'out/workspaces_Jul17/projection_yukawa_hgg_s2groups_Jul17_couplingModel_reweighted_scenario2_couplingdependentBRs.root'
workspaces.couplingdependentBRs.scenario2.hzz = 'out/workspaces_Jul17/projection_yukawa_hzz_s2groups_Jul17_couplingModel_reweighted_scenario2_couplingdependentBRs.root'
workspaces.couplingdependentBRs.scenario2.combination = 'out/workspaces_Jul17/projection_yukawa_combination_s2groups_Jul17_couplingModel_reweighted_scenario2_couplingdependentBRs.root'
workspaces.floatingBRs.hgg = 'out/workspaces_Jul10/projection_yukawa_hgg_Jul09_couplingModel_reweighted_floatingBRs.root'
workspaces.floatingBRs.hzz = 'out/workspaces_Jul10/projection_yukawa_hzz_Jul09_couplingModel_reweighted_floatingBRs.root'
workspaces.floatingBRs.combination = 'out/workspaces_Jul10/projection_yukawa_combination_Jul09_couplingModel_reweighted_floatingBRs.root'
workspaces.floatingBRs.scenario2.hgg = 'out/workspaces_Jul17/projection_yukawa_hgg_s2groups_Jul17_couplingModel_reweighted_scenario2_floatingBRs.root'
workspaces.floatingBRs.scenario2.hzz = 'out/workspaces_Jul17/projection_yukawa_hzz_s2groups_Jul17_couplingModel_reweighted_scenario2_floatingBRs.root'
workspaces.floatingBRs.scenario2.combination = 'out/workspaces_Jul17/projection_yukawa_combination_s2groups_Jul17_couplingModel_reweighted_scenario2_floatingBRs.root'
class CombineConfigKBKC(differentials.combine.combine.CombineConfig):
"""docstring for CombineConfigKBKC"""
lumiscale = 83.56546
def __init__(self, args):
super(CombineConfigKBKC, self).__init__(args)
args = differentialutils.force_asimov(args)
self.onBatch = True
self.queue = 'all.q'
self.asimov = True if args.asimov else False
self.decay_channel = differentialutils.get_decay_channel_tag(args)
self.POIs = [ 'kappab', 'kappac' ]
self.PhysicsModelParameters = [ 'kappab=1.0', 'kappac=1.0' ]
self.subDirectory = 'out/Scan_projection_kbkc_{0}_{1}'.format(differentials.core.datestr(), self.decay_channel)
self.hardPhysicsModelParameters.append('lumiscale={0}'.format(self.lumiscale))
self.freezeNuisances.append('lumiscale')
if args.scenario2: self.tags.append('scenario2')
self.set_ranges()
self.datacard = self.get_workspacedict()[self.decay_channel]
def is_combination(self):
return not(self.decay_channel in ['hgg', 'hzz', 'hbb'])
def set_ranges(self):
if self.is_combination():
self.set_ranges_combination()
else:
getattr(self, 'set_ranges_' + self.decay_channel)()
def set_ranges_combination(self):
pass
def set_ranges_hgg(self):
pass
def set_ranges_hzz(self):
pass
class CombineConfigKBKC_couplingdependentBRs(CombineConfigKBKC):
"""docstring for CombineConfigKBKC_couplingdependentBRs"""
def __init__(self, args):
super(CombineConfigKBKC_couplingdependentBRs, self).__init__(args)
self.deltaNLLCutOff = 1000.
self.tags.append('couplingdependentBRs')
def get_workspacedict(self):
return workspaces.couplingdependentBRs.scenario2 if self.args.scenario2 else workspaces.couplingdependentBRs
def set_ranges_combination(self):
self.nPointsPerJob = 22
self.queue = 'all.q'
self.nPoints = 150*150
self.set_parameter_range('kappab', -1.3, 1.3)
self.set_parameter_range('kappac', -6., 6.)
def set_ranges_hgg(self):
self.nPointsPerJob = 48
self.queue = 'all.q'
self.nPoints = 100*100
self.set_parameter_range('kappab', -3.50, 3.50)
self.set_parameter_range('kappac', -8.50, 8.50)
def set_ranges_hzz(self):
self.nPointsPerJob = 500
self.queue = 'short.q'
self.nPoints = 100*100
self.set_parameter_range('kappab', -1.3, 1.3)
self.set_parameter_range('kappac', -6., 6.)
class CombineConfigKBKC_couplingdependentBRs_scenario2(CombineConfigKBKC_couplingdependentBRs):
"""docstring for CombineConfigKBKC_couplingdependentBRs_scenario2"""
def __init__(self, args):
super(CombineConfigKBKC_couplingdependentBRs_scenario2, self).__init__(args)
def set_ranges_combination(self):
self.nPointsPerJob = 79
self.queue = 'all.q'
self.nPoints = 150*150
self.set_parameter_range('kappab', -1.15, 1.15)
self.set_parameter_range('kappac', -5.25, 5.25)
def set_ranges_hgg(self):
self.nPointsPerJob = 147
self.queue = 'all.q'
self.nPoints = 100*100
self.set_parameter_range('kappab', -1.3, 1.3)
self.set_parameter_range('kappac', -5.25, 5.25)
def set_ranges_hzz(self):
self.nPointsPerJob = 500
self.queue = 'short.q'
self.nPoints = 100*100
self.set_parameter_range('kappab', -1.15, 1.15)
self.set_parameter_range('kappac', -5.25, 5.25)
class CombineConfigKBKC_floatingBRs(CombineConfigKBKC):
"""docstring for CombineConfigKBKC_couplingdependentBRs"""
def __init__(self, args):
super(CombineConfigKBKC_floatingBRs, self).__init__(args)
self.tags.append('floatingBRs')
def get_workspacedict(self):
return workspaces.floatingBRs.scenario2 if self.args.scenario2 else workspaces.floatingBRs
def set_ranges_hzz(self):
self.queue = 'short.q'
self.nPoints = 80*80
self.nPointsPerJob = 500
self.set_parameter_range('kappab', -3.5, 6.)
self.set_parameter_range('kappac', -13., 15.)
def set_ranges_hgg(self):
self.queue = 'all.q'
self.nPoints = 45*45
self.nPointsPerJob = 70
self.set_parameter_range('kappab', -2.25, 4.75)
self.set_parameter_range('kappac', -10., 12.5)
def set_ranges_combination(self):
self.queue = 'all.q'
self.nPoints = 45*45
self.nPointsPerJob = 40
self.set_parameter_range('kappab', -2.25, 4.75)
self.set_parameter_range('kappac', -10., 12.5)
class CombineConfigKBKC_floatingBRs_scenario2(CombineConfigKBKC_floatingBRs):
"""docstring for CombineConfigKBKC_floatingBRs_scenario2"""
def __init__(self, args):
super(CombineConfigKBKC_floatingBRs_scenario2, self).__init__(args)
self.tags.append('scenario2')
def set_ranges_hzz(self):
super(CombineConfigKBKC_floatingBRs_scenario2, self).set_ranges_hzz()
def set_ranges_hgg(self):
super(CombineConfigKBKC_floatingBRs_scenario2, self).set_ranges_hgg()
self.nPointsPerJob = 81
def set_ranges_combination(self):
super(CombineConfigKBKC_floatingBRs_scenario2, self).set_ranges_combination()
self.nPointsPerJob = 53
@flag_as_option
def projection_kbkc_scan_couplingdependentBRs(args):
args = differentialutils.force_asimov(args)
Config = CombineConfigKBKC_couplingdependentBRs_scenario2 if args.scenario2 else CombineConfigKBKC_couplingdependentBRs
config = Config(args)
differentialutils.run_postfit_fastscan_scan(config)
@flag_as_option
def projection_kbkc_scan_floatingBRs(args):
args = differentialutils.force_asimov(args)
Config = CombineConfigKBKC_floatingBRs_scenario2 if args.scenario2 else CombineConfigKBKC_floatingBRs
config = Config(args)
differentialutils.run_postfit_scan(config)
@flag_as_option
def test_dopoints_option_implementation(args):
args = differentialutils.set_one_decay_channel(args, 'hzz', asimov=True)
decay_channel = differentialutils.get_decay_channel_tag(args)
config = CombineConfigKBKC(args)
config.datacard = workspaces.couplingdependentBRs[decay_channel]
config.tags.append('couplingdependentBRs')
config.range_couplingdependentBRs(args)
config.nPoints = 10*10
config.nPointsPerJob = 50
differentialutils.run_postfit_fastscan_scan(config)