remove _manybins postfix from dnn variables

Author: mafrahm

hbw/config/hist_hooks.py

@@ -79,10 +79,10 @@ def rebin(task, hists: hist.Histogram):
 
         # edges for 2b channel
         edges = {
-            "mlscore.hh_ggf_hbb_hvv2l2nu_kl1_kt1_manybins": [0.0, 0.429, 0.509, 0.5720000000000001, 0.629, 0.68, 0.72, 0.757, 0.789, 0.8200000000000001, 1.0],  # noqa
-            "mlscore.hh_vbf_hbb_hvv2l2nu_kv1_k2v1_kl1_manybins": [0.0, 0.427, 0.529, 0.637, 0.802, 1.0],
-            "mlscore.tt_manybins": [0.0, 0.533, 0.669, 1.0],
-            "mlscore.h_manybins": [0.0, 0.494, 0.651, 1.0],
+            "mlscore.hh_ggf_hbb_hvv2l2nu_kl1_kt1": [0.0, 0.429, 0.509, 0.5720000000000001, 0.629, 0.68, 0.72, 0.757, 0.789, 0.8200000000000001, 1.0],  # noqa
+            "mlscore.hh_vbf_hbb_hvv2l2nu_kv1_k2v1_kl1": [0.0, 0.427, 0.529, 0.637, 0.802, 1.0],
+            "mlscore.tt": [0.0, 0.533, 0.669, 1.0],
+            "mlscore.h": [0.0, 0.494, 0.651, 1.0],
         }
 
         h_rebinned = DotDict()

hbw/inference/base.py

@@ -87,7 +87,7 @@ def config_variable(self: InferenceModel, config_cat_inst: od.Config):
         root_cats = config_cat_inst.x.root_cats
         if dnn_cat := root_cats.get("dnn"):
             dnn_proc = dnn_cat.replace("ml_", "")
-            return f"mlscore.{dnn_proc}_manybins"
+            return f"mlscore.{dnn_proc}"
         else:
             return "mli_mbb"
 

hbw/ml/derived/dl.py

@@ -136,9 +136,9 @@ def setup(self):
         # NOTE: since these variables are only used in ConfigTasks,
         #       we do not need to add these variables to all configs
         for proc in self.processes:
-            if f"mlscore.{proc}_manybins" not in self.config_inst.variables:
+            if f"mlscore.{proc}" not in self.config_inst.variables:
                 self.config_inst.add_variable(
-                    name=f"mlscore.{proc}_manybins",
+                    name=f"mlscore.{proc}",
                     expression=f"mlscore.{proc}",
                     null_value=-1,
                     binning=(1000, 0., 1.),

hbw/ml/derived/sl.py

@@ -136,9 +136,9 @@ def setup(self):
         # NOTE: since these variables are only used in ConfigTasks,
         #       we do not need to add these variables to all configs
         for proc in self.processes:
-            if f"mlscore.{proc}_manybins" not in self.config_inst.variables:
+            if f"mlscore.{proc}" not in self.config_inst.variables:
                 self.config_inst.add_variable(
-                    name=f"mlscore.{proc}_manybins",
+                    name=f"mlscore.{proc}",
                     expression=f"mlscore.{proc}",
                     null_value=-1,
                     binning=(1000, 0., 1.),

hbw/ml/derived/sl_res.py

@@ -163,7 +163,7 @@ def setup(self):
                 )
                 self.config_inst.add_variable(
                     # TODO: to be used for rebinning
-                    name=f"mlscore.{proc}_manybins",
+                    name=f"mlscore.{proc}",
                     expression=f"mlscore.{proc}",
                     null_value=-1,
                     binning=(1000, 0., 1.),