Adapt settings for debugging

Author: qgp

machine_learning_hep/data/data_run3/database_ml_parameters_D0Jet_pp.yml

@@ -406,40 +406,40 @@ D0Jet_pp:
           bins_gen_fix: [10, 0., 1.]
           bins_det_fix: [10, 0., 1.]
           label: "#Delta#it{r}"
-        lntheta:
-          bins_gen_fix: [8, 1., 5.]
-          bins_det_fix: [8, 1., 5.]
-          label: "#minusln(#it{#theta})"
-          arraycols: [3]
-        lnkt:
-          bins_gen_fix: [8, -4., 4.]
-          bins_det_fix: [8, -4., 4.]
-          label: "ln(#it{k}_{T}/(GeV/#it{c}))"
-          arraycols: [3]
-        lntheta-lnkt:
-          arraycols: [3, 4]
-        # new variables
-        fEnergyMother:
-          bins_gen_fix: [1, 0., 100.]
-          bins_det_fix: [1, 0., 100.]
-          arraycols: [3]
-        # lntheta-lnkt-fEnergyMother:
-        #     arraycols: [3, 4, 5]
-        fJetNConstituents:
-          bins_gen_fix: [5, 0., 20.]
-          bins_det_fix: [5, 0., 20.]
-        zpar-fJetNConstituents: {}
-        nsub21:
-          # TODO: check for 1-track jets
-          bins_gen_fix: [11, -1., 1.]
-          bins_det_fix: [11, -1., 1.]
-        eecweight:
-          # TODO: adjust binning
-          bins_gen_fix: [10, 0., 1.]
-          bins_det_fix: [10, 0., 1.]
-          arraycols: [3]
-        fPairTheta-eecweight:
-          arraycols: [3, 4]
+        # lntheta:
+        #   bins_gen_fix: [8, 1., 5.]
+        #   bins_det_fix: [8, 1., 5.]
+        #   label: "#minusln(#it{#theta})"
+        #   arraycols: [3]
+        # lnkt:
+        #   bins_gen_fix: [8, -4., 4.]
+        #   bins_det_fix: [8, -4., 4.]
+        #   label: "ln(#it{k}_{T}/(GeV/#it{c}))"
+        #   arraycols: [3]
+        # lntheta-lnkt:
+        #   arraycols: [3, 4]
+        # # new variables
+        # fEnergyMother:
+        #   bins_gen_fix: [1, 0., 100.]
+        #   bins_det_fix: [1, 0., 100.]
+        #   arraycols: [3]
+        # # lntheta-lnkt-fEnergyMother:
+        # #     arraycols: [3, 4, 5]
+        # fJetNConstituents:
+        #   bins_gen_fix: [5, 0., 20.]
+        #   bins_det_fix: [5, 0., 20.]
+        # zpar-fJetNConstituents: {}
+        # nsub21:
+        #   # TODO: check for 1-track jets
+        #   bins_gen_fix: [11, -1., 1.]
+        #   bins_det_fix: [11, -1., 1.]
+        # eecweight:
+        #   # TODO: adjust binning
+        #   bins_gen_fix: [10, 0., 1.]
+        #   bins_det_fix: [10, 0., 1.]
+        #   arraycols: [3]
+        # fPairTheta-eecweight:
+        #   arraycols: [3, 4]
 
       data_selections:
         mcsig:
@@ -677,7 +677,7 @@ D0Jet_pp:
             model:
               fn: "SUM::sum(frac[0.,1.]*sigrefl, bkg)"
 
-      sidesub_per_ptjet: true
+      sidesub_per_ptjet: false
       sidesub:
         - level: mc
           regions:
@@ -763,16 +763,20 @@ D0Jet_pp:
         mc: null
       data: &data_out_default
         runselection: [null] #FIXME # used but useless
-        results: ["/home/${USER}/mlhep/d0jet/jet_obs/default/default/data/results"] #list of periods
-        resultsallp: "/home/${USER}/mlhep/d0jet/jet_obs/default/default/data/results_all"
+        results: ["/home/${USER}/mlhep/d0jet2/jet_obs/default/default/data/results"] #list of periods
+        resultsallp: "/home/${USER}/mlhep/d0jet2/jet_obs/default/default/data/results_all"
       mc: &mc_out_default
         runselection: [null] #FIXME # used but useless
-        results: ["/home/${USER}/mlhep/d0jet/jet_obs/default/default/mc/results"] #list of periods
-        resultsallp: "/home/${USER}/mlhep/d0jet/jet_obs/default/default/mc/results_all"
+        results: ["/home/${USER}/mlhep/d0jet2/jet_obs/default/default/mc/results"] #list of periods
+        resultsallp: "/home/${USER}/mlhep/d0jet2/jet_obs/default/default/mc/results_all"
       data_proc: # alternative processor output used as the analyzer input
         <<: *data_out_default
+        results: ["/home/${USER}/mlhep/d0jet/jet_obs/default/default/data/results"] #list of periods
+        resultsallp: "/home/${USER}/mlhep/d0jet/jet_obs/default/default/data/results_all"
       mc_proc: # alternative processor output used as the analyzer input
         <<: *mc_out_default
+        results: ["/home/${USER}/mlhep/d0jet/jet_obs/default/default/mc/results"] #list of periods
+        resultsallp: "/home/${USER}/mlhep/d0jet/jet_obs/default/default/mc/results_all"
 
       # simple fitter START # used in cplusutilities/mass_fitter.C
       # sgnfunc: [0,0,0,0,0,0,0,0,0,0,0,0] # kGaus=0, k2Gaus=1, k2GausSigmaRatioPar=2 (sel_an_binmin bins)

machine_learning_hep/processer_jet.py

@@ -437,6 +437,7 @@ def process_efficiency_single(self, index):
                     "fPairPt",
                 ]
             )
+            cols = None
 
             # read generator level
             dfgen_orig = pd.concat(

machine_learning_hep/submission/analyzer.yml

@@ -74,7 +74,7 @@ analysis:
     calculate_efficiencies:
     qa:
     fit:
-    estimate_feeddown:
+    # estimate_feeddown:
     analyze_with_sidesub:
     # analyze_with_sigextr: