remove missing variable

Author: mafrahm

hbw/config/dl/variables.py

@@ -172,12 +172,12 @@ def add_dl_ml_variables(config: od.Config) -> None:
         binning=(40, 0, 3.2),
         x_title=r"$\Delta\Phi(bb,\nu)$",
     )
-    config.add_variable(
-        name="mli_dr_bb_l",
-        expression="mli_dr_bb_l",
-        binning=(40, 0, 8),
-        x_title=r"$\Delta R(bb,l)$",
-    )
+    # config.add_variable(
+    #     name="mli_dr_bb_l",
+    #     expression="mli_dr_bb_l",
+    #     binning=(40, 0, 8),
+    #     x_title=r"$\Delta R(bb,l)$",
+    # )
     config.add_variable(
         name="mli_mll",
         expression="mli_mll",

hbw/ml/base.py

@@ -282,7 +282,7 @@ def prepare_inputs(
             for fn in proc_inst.x.filenames:
                 events = ak.from_parquet(fn)
                 if len(events) == 0:
-                    logger.warning("File {fn} of process {proc_inst.name} is empty and will be skipped")
+                    logger.warning(f"File {fn} of process {proc_inst.name} is empty and will be skipped")
                     continue
                 # check that all relevant input features are present
                 if not set(self.input_features).issubset(set(events.fields)):

hbw/ml/derived/dl.py

@@ -71,7 +71,6 @@ class DenseClassifierDL(ModelFitMixin, DenseModelMixin, MLClassifierBase):
         "mli_min_dr_llbb",
         "mli_dphi_bb_nu", "mli_dphi_bb_llMET", "mli_mllMET",
         "mli_mbbllMET", "mli_dr_bb_llMET",
-        "mli_dr_bb_l",
         # VBF features
         "mli_vbf_deta", "mli_vbf_invmass", "mli_vbf_tag",
         # low-level features

hbw/production/ml_inputs.py

@@ -298,7 +298,6 @@ def dl_ml_inputs_init(self: Producer) -> None:
         "mli_min_dr_llbb",
         "mli_dphi_bb_nu", "mli_dphi_bb_llMET", "mli_mllMET",
         "mli_mbbllMET", "mli_dr_bb_llMET",
-        "mli_dr_bb_l",
         # VBF features
         "mli_vbf_deta", "mli_vbf_invmass", "mli_vbf_tag",
         # low-level features