Approval sprint (superseding #288)

bin/x_01b_all_vars

@@ -5,7 +5,7 @@ N_JOBS=4
 
 
 i=0
-for var in MET HT ST WPT; do
+for var in MET HT ST WPT lepton_pt abs_lepton_eta NJets; do
 	echo "Fitting distribution: $var"
 	nohup time python src/cross_section_measurement/01_get_ttjet_normalisation.py -v $var -i config/measurements/background_subtraction &> logs/01_${var}_bgs_13TeV_fullPS.log &
 	let i+=1
@@ -17,7 +17,7 @@ for var in MET HT ST WPT; do
 done
 
 wait;
-for var in MET HT ST WPT; do
+for var in MET HT ST WPT lepton_pt abs_lepton_eta NJets; do
 	echo "Fitting distribution: $var"
 	nohup time python src/cross_section_measurement/01_get_ttjet_normalisation.py -v $var -i config/measurements/background_subtraction --visiblePS &> logs/01_${var}_bgs_13TeV_visiblePS.log &
 	let i+=1

bin/x_02b_all_vars

@@ -1,7 +1,7 @@
 #!/bin/bash
 echo "This will take a while ... grab a coffee/tea/water"
 mkdir -p logs
-N_JOBS=3
+N_JOBS=4
 
 i=0
 

bin/x_05_all_vars

@@ -4,31 +4,32 @@ mkdir -p logs
 mkdir -p plots
 fit_var="M3,angle_bl"
 nice_fit_var=`echo $fit_var | sed 's/,/_/g'`
-N_JOBS=4
+N_JOBS=1
 
 echo "Using the fit variable(s): $fit_var"
 # input_folder=/hdfs/TopQuarkGroup/run2/dpsData/data/normalisation/background_subtraction/
 input_folder=data/normalisation/background_subtraction/
 output_folder=tables/background_subtraction/
 com=13
 typical_systematics="${output_folder}/${com}TeV/FullPS/typical_systematics_${com}TeV_combined.tex"
-typical_systematics_vis="${output_folder}/${com}TeV/VisiblePS/typical_systematics_${com}TeV_combined_vis.tex"
-if [ -f $typical_systematics ];
+typical_systematics_vis="${output_folder}/${com}TeV/VisiblePS/typical_systematics_${com}TeV_combined.tex"
+if [ -e $typical_systematics ];
 then
 	echo "Cleaning up old typical systematics file for full phase space"
 	rm $typical_systematics
 fi
 
-if [ -f $typical_systematics_vis ];
+if [ -e $typical_systematics_vis ];
 then
 	echo "Cleaning up old typical systematics file for visible phase space"
 	rm $typical_systematics_vis
 fi
 
+echo "Visible phase space ..."
 i=0
 for var in MET HT ST WPT lepton_pt abs_lepton_eta NJets; do
 	echo "Tabulating diff. x-section for distribution: $var"
-	nohup time python src/cross_section_measurement/05_make_tables.py -v $var -c $com -p $input_folder -o $output_folder -a &> logs/05_${var}_table_${com}TeV.log &
+	nohup time python src/cross_section_measurement/05_make_tables.py -v $var -c 13 -p $input_folder -o $output_folder -a --visiblePS &> logs/05_${var}_table_13TeV_vis.log &
 	let i+=1
 	if (( $i % N_JOBS == 0 ))
 	then
@@ -37,18 +38,17 @@ for var in MET HT ST WPT lepton_pt abs_lepton_eta NJets; do
 	fi
 done
 
-wait;
-
-echo "Now visible phase space ..."
 i=0
-for var in MET HT ST WPT lepton_pt abs_lepton_eta NJets; do
-	echo "Tabulating diff. x-section for distribution: $var"
-	nohup time python src/cross_section_measurement/05_make_tables.py -v $var -c 13 -p $input_folder -o $output_folder -a --visiblePS &> logs/05_${var}_table_13TeV_vis.log &
-	let i+=1
-	if (( $i % N_JOBS == 0 ))
-	then
-		echo "Waiting on the above to finish."
-    	wait;
-	fi
-done
+# for var in MET HT ST WPT lepton_pt abs_lepton_eta NJets; do
+# 	echo "Tabulating diff. x-section for distribution: $var"
+# 	nohup time python src/cross_section_measurement/05_make_tables.py -v $var -c $com -p $input_folder -o $output_folder -a &> logs/05_${var}_table_${com}TeV.log &
+# 	let i+=1
+# 	if (( $i % N_JOBS == 0 ))
+# 	then
+# 		echo "Waiting on the above to finish."
+#     	wait;
+# 	fi
+# done
+
+wait;
 echo "All done!"

config/CMS.py

@@ -22,7 +22,7 @@
               }
 
 y_axis_title_small = {
-              'fontsize':40,
+              'fontsize':50,
               'position' : (0, 1.),
               'verticalalignment': 'bottom',
               'horizontalalignment': 'right'

config/cross_section_config.py

@@ -5,7 +5,7 @@ class XSectionConfig():
     current_analysis_path = '/hdfs/TopQuarkGroup/run2/atOutput/'
     known_centre_of_mass_energies = [7,8,13]
     # has to be separate as many variables depend on it
-    luminosities = {7:5050, 8:19584, 13:40.028}
+    luminosities = {7:5050, 8:19584, 13:41.62912}
     parameters = ['SingleTop_category_templates', 'SingleTop_category_templates_trees', 'SingleTop_file',
                   'VJets_category_templates', 'VJets_category_templates_trees', 'analysis_types',
                   'categories_and_prefixes', 'central_general_template',
@@ -185,6 +185,8 @@ def __fill_defaults__( self ):
                  # 'LightJet_down':'_minusLightJet',
                  # 'LightJet_up':'_plusLightJet',
 
+                 'PileUpSystematic' : '',
+
 
                  # Other MET uncertainties not already included
                  'ElectronEnUp' : '',
@@ -292,6 +294,10 @@ def __fill_defaults__( self ):
         self.ttbar_scaledown_category_templates_trees = path_to_files + '/TTJets_PowhegPythia8_scaledown_tree.root'
         self.ttbar_mtop1695_category_templates_trees = path_to_files + '/TTJets_PowhegPythia8_mtop1695_tree.root'
         self.ttbar_mtop1755_category_templates_trees = path_to_files + '/TTJets_PowhegPythia8_mtop1755_tree.root'
+        self.ttbar_jesup_category_templates_trees = path_to_files + '/TTJets_PowhegPythia8_plusJES_tree.root'
+        self.ttbar_jesdown_category_templates_trees = path_to_files + '/TTJets_PowhegPythia8_minusJES_tree.root'
+        self.ttbar_jerup_category_templates_trees = path_to_files + '/TTJets_PowhegPythia8_plusJER_tree.root'
+        self.ttbar_jerdown_category_templates_trees = path_to_files + '/TTJets_PowhegPythia8_minusJER_tree.root'
 
         self.data_muon_category_templates = {
                                     'central': self.data_file_muon,
@@ -347,6 +353,26 @@ def __fill_defaults__( self ):
         self.unfolding_matching_up = self.unfolding_matching_up_raw.replace( '.root', '_asymmetric.root' )
         self.unfolding_mass_down = path_to_unfolding_histograms + 'unfolding_TTJets_%dTeV_massdown_asymmetric.root' % self.centre_of_mass_energy
         self.unfolding_mass_up = path_to_unfolding_histograms + 'unfolding_TTJets_%dTeV_massup_asymmetric.root' % self.centre_of_mass_energy
+        self.unfolding_Lepton_down = path_to_unfolding_histograms + 'unfolding_TTJets_%dTeV_leptondown_asymmetric.root' % self.centre_of_mass_energy
+        self.unfolding_Lepton_up = path_to_unfolding_histograms + 'unfolding_TTJets_%dTeV_leptonup_asymmetric.root' % self.centre_of_mass_energy
+        self.unfolding_jes_down = path_to_unfolding_histograms + 'unfolding_TTJets_%dTeV_jesdown_asymmetric.root' % self.centre_of_mass_energy
+        self.unfolding_jes_up = path_to_unfolding_histograms + 'unfolding_TTJets_%dTeV_jesup_asymmetric.root' % self.centre_of_mass_energy
+        self.unfolding_jer_down = path_to_unfolding_histograms + 'unfolding_TTJets_%dTeV_jerdown_asymmetric.root' % self.centre_of_mass_energy
+        self.unfolding_jer_up = path_to_unfolding_histograms + 'unfolding_TTJets_%dTeV_jerup_asymmetric.root' % self.centre_of_mass_energy
+        self.unfolding_bjet_down = path_to_unfolding_histograms + 'unfolding_TTJets_%dTeV_bjetdown_asymmetric.root' % self.centre_of_mass_energy
+        self.unfolding_bjet_up = path_to_unfolding_histograms + 'unfolding_TTJets_%dTeV_bjetup_asymmetric.root' % self.centre_of_mass_energy
+
+        self.unfolding_ElectronEn_down = path_to_unfolding_histograms + 'unfolding_TTJets_%dTeV_ElectronEnDown_asymmetric.root' % self.centre_of_mass_energy
+        self.unfolding_ElectronEn_up = path_to_unfolding_histograms + 'unfolding_TTJets_%dTeV_ElectronEnUp_asymmetric.root' % self.centre_of_mass_energy
+        self.unfolding_MuonEn_down = path_to_unfolding_histograms + 'unfolding_TTJets_%dTeV_MuonEnDown_asymmetric.root' % self.centre_of_mass_energy
+        self.unfolding_MuonEn_up = path_to_unfolding_histograms + 'unfolding_TTJets_%dTeV_MuonEnUp_asymmetric.root' % self.centre_of_mass_energy
+        self.unfolding_TauEn_down = path_to_unfolding_histograms + 'unfolding_TTJets_%dTeV_TauEnDown_asymmetric.root' % self.centre_of_mass_energy
+        self.unfolding_TauEn_up = path_to_unfolding_histograms + 'unfolding_TTJets_%dTeV_TauEnUp_asymmetric.root' % self.centre_of_mass_energy
+        self.unfolding_UnclusteredEn_down = path_to_unfolding_histograms + 'unfolding_TTJets_%dTeV_UnclusteredEnDown_asymmetric.root' % self.centre_of_mass_energy
+        self.unfolding_UnclusteredEn_up = path_to_unfolding_histograms + 'unfolding_TTJets_%dTeV_UnclusteredEnUp_asymmetric.root' % self.centre_of_mass_energy
+
+        self.unfolding_PUSystematic = path_to_unfolding_histograms + 'unfolding_TTJets_%dTeV_pileupSystematic_asymmetric.root' % self.centre_of_mass_energy
+
 
         self.unfolding_pdfweights = {index : path_to_unfolding_histograms + 'unfolding_TTJets_%dTeV_asymmetric_generatorWeight_%d.root' % (self.centre_of_mass_energy, index) for index in range( 9, 109 )}
 
@@ -393,8 +419,8 @@ def __fill_defaults__( self ):
             'Lepton selection efficiency': [('Electron_down', 'Electron_up'), ('Muon_down', 'Muon_up')],
             'Jet energy \& resolution': [('JES_down', 'JES_up', 'JER_down', 'JER_up')],
             'B-tagging' : [('BJet_down', 'BJet_up')],
-            'MET' : [('ElectronEnDown', 'ElectronEnUp'), ('MuonEnDown','MuonEnUp'),('TauEnDown','TauEnUp'),('UnclusteredEnDown','UnclusteredEnUp')],
-            'Normalisation': [
+            '\met' : [('ElectronEnDown', 'ElectronEnUp'), ('MuonEnDown','MuonEnUp'),('TauEnDown','TauEnUp'),('UnclusteredEnDown','UnclusteredEnUp')],
+            'Background Normalisation': [
             # ('TTJet_cross_section-', 'TTJet_cross_section+'),
                               ('SingleTop_cross_section-', 'SingleTop_cross_section+'),
                               ('luminosity-', 'luminosity+'),
@@ -404,6 +430,7 @@ def __fill_defaults__( self ):
             'Hadronisation': [('TTJets_hadronisation', 'TTJets_hadronisation')],
             'NLO generator': [('TTJets_NLOgenerator', 'TTJets_NLOgenerator')],
             'PDF': [('PDF_total_lower', 'PDF_total_upper')],
+            'Pileup' : [('PileUpSystematic','PileUpSystematic')],
             'QCD shape': [('QCD_shape', 'QCD_shape')]
                                     }
         self.typical_systematics = []
@@ -524,7 +551,8 @@ def __fill_defaults_13TeV__( self ):
         middle = self.middle
         path_to_files = self.path_to_files
 
-        self.new_luminosity = 40.028  # pb^-1
+        # self.new_luminosity = 40.028  # pb^-1
+        self.new_luminosity = 41.62912  # pb^-1
         self.ttbar_xsection = 831.76  # pb
 
         self.rate_changing_systematics = {#TODO check where this is used

config/latex_labels.py

@@ -28,12 +28,22 @@
     'ttbarM': '\ensuremath{M_\mathrm{t\\bar{t}}}',
     'ttbarRap': '\ensuremath{y_{\mathrm{t\\bar{t}}}}',
     'NJets': '\ensuremath{N_{\mathrm{Jets}}}',
-    'lepton_pt': '\ensuremath{ \mathrm{lepton} p_{\mathrm{T}} }',
-    'lepton_eta': '\ensuremath{ \mathrm{lepton} \eta }',
-    'abs_lepton_eta': '\ensuremath{ \mathrm{lepton} |\eta| }',
+    'lepton_pt': '\ensuremath{ p_{\mathrm{T}}^\mathrm{l} }',
+    'lepton_eta': '\ensuremath{ \eta^\mathrm{l} }',
+    'abs_lepton_eta': '\ensuremath{ |\eta^\mathrm{l}| }',
     'bjets_pt': '\ensuremath{ \mathrm{b-jet} p_{\mathrm{T}} }',
     'bjets_eta': '\ensuremath{ \mathrm{b-jet} \eta }',
+    'sigmaietaieta' : '\ensuremath{\sigma_{i\eta i \eta}}',
+}
 
+variables_NonLatex = {
+    'MET': 'MET',
+    'HT': 'HT',
+    'ST': 'ST',
+    'WPT': 'WPT',
+    'NJets': 'N Jets',
+    'lepton_pt': 'lepton pt',
+    'abs_lepton_eta': 'lepton eta',
 }
 
 control_plots_latex = {
@@ -53,19 +63,23 @@
     'MADGRAPH': '$t\\bar{t}$ (MADGRAPH+Pythia)',
     'MADGRAPH_ptreweight': '$t\\bar{t}$ (MADGRAPH+$p_\mathrm{T}^\mathrm{reweight}$)',
     'amcatnlo': 'aMC@NLO',
-    'madgraphMLM': 'MADGRAPHMLM',
+    'madgraphMLM': 'Madgraph',
     'POWHEG_PYTHIA': '$t\\bar{t}$ (POWHEG+Pythia)',
-    'POWHEG_HERWIG': '$t\\bar{t}$ (POWHEG+Herwig)',
-    'powhegPythia8': 'POWHEG+Pythia8',
+    'POWHEG_HERWIG': 'Powheg Herwig++',
+    'powhegPythia8': 'Powheg Pythia8',
     'pythia8': '$t\\bar{t}$ (Pythia8)',
     'matchingdown': '$t\\bar{t}$ (matching down)',
     'matchingup': '$t\\bar{t}$ (matching up)',
-    'scaledown': '$t\\bar{t}$ ($Q^{2}$ down)',
-    'scaleup': '$t\\bar{t}$ ($Q^{2}$ up)',
+    # 'scaledown': '$t\\bar{t}$ ($Q^{2}$ down)',
+    # 'scaleup': '$t\\bar{t}$ ($Q^{2}$ up)',
+    'scaledown': '$Q^{2}$ down',
+    'scaleup': '$Q^{2}$ up',
     'TTJets_matchingdown': '$t\\bar{t}$ (matching down)',
     'TTJets_matchingup': '$t\\bar{t}$ (matching up)',
-    'TTJets_scaledown': '$t\\bar{t}$ ($Q^{2}$ down)',
-    'TTJets_scaleup': '$t\\bar{t}$ ($Q^{2}$ up)',
+    # 'TTJets_scaledown': '$t\\bar{t}$ ($Q^{2}$ down)',
+    # 'TTJets_scaleup': '$t\\bar{t}$ ($Q^{2}$ up)',
+    'TTJets_scaledown': '$Q^{2}$ down',
+    'TTJets_scaleup': '$Q^{2}$ up',
     'TTJets_massdown': '$t\\bar{t}$ (top mass down)',
     'TTJets_massup': '$t\\bar{t}$ (top mass up)',
     'VJets_matchingdown': 'V+jets (matching down)',
@@ -84,6 +98,7 @@
     'LightJet_up': 'b-tagging mis-tag rate $+1\sigma$',
     'PU_down': 'Pile-up $-1\sigma$',
     'PU_up': 'Pile-up $+1\sigma$',
+    'PileUpSystematic' : 'Pile-up',
     'central': 'central',
     #'ptreweight_max': '$p_\mathrm{T}(t,\\bar{t})$ reweighting',
     'TTJets_hadronisation': 'Hadronisation uncertainty',
@@ -113,8 +128,10 @@
     'SingleTop_cross_section+': 'Single top cross section \ensuremath{+1\sigma}',
     'luminosity-': 'Luminosity \ensuremath{-1\sigma}',
     'luminosity+': 'Luminosity \ensuremath{+1\sigma}',
-    'massdown': '\ensuremath{t\\bar{t}} (top mass down)',
-    'massup': '\ensuremath{t\\bar{t}} (top mass up)',
+    # 'massdown': '\ensuremath{t\\bar{t}} (top mass down)',
+    # 'massup': '\ensuremath{t\\bar{t}} (top mass up)',
+    'massdown': 'Top mass down',
+    'massup': 'Top mass up',
 }
 
 met_systematics_latex = {

config/variable_binning.py

@@ -88,6 +88,8 @@
   'WPT' : [i * 25  for i in range ( 0, 17 )],
   'HT' : [i * 50  for i in range ( 0, 21 )],
   'ST' : [i * 50  for i in range ( 2, 25 )],
+  # 'sigmaietaieta' : [i * 0.001  for i in range ( 12, 40 )],
+  'sigmaietaieta' : [i * 0.002  for i in range ( 0, 20 )],
 }