add name param to check valid station for better logging

src/run_modules/pre_processing.py

@@ -36,7 +36,7 @@ class PreProcessing(RunEnvironment):
         args = self.data_store.create_args_dict(DEFAULT_ARGS_LIST, scope="general.preprocessing")
         kwargs = self.data_store.create_args_dict(DEFAULT_KWARGS_LIST, scope="general.preprocessing")
         stations = self.data_store.get("stations", "general")
-        valid_stations = self.check_valid_stations(args, kwargs, stations, load_tmp=False, save_tmp=False)
+        valid_stations = self.check_valid_stations(args, kwargs, stations, load_tmp=False, save_tmp=False, name="all")
         self.data_store.set("stations", valid_stations, "general")
         self.split_train_val_test()
         self.report_pre_processing()
@@ -107,7 +107,7 @@ class PreProcessing(RunEnvironment):
         else:
             set_stations = stations[index_list]
         logging.debug(f"{set_name.capitalize()} stations (len={len(set_stations)}): {set_stations}")
-        set_stations = self.check_valid_stations(args, kwargs, set_stations, load_tmp=False)
+        set_stations = self.check_valid_stations(args, kwargs, set_stations, load_tmp=False, name=set_name)
         self.data_store.set("stations", set_stations, scope)
         set_args = self.data_store.create_args_dict(DEFAULT_ARGS_LIST, scope)
         data_set = DataGenerator(**set_args, **kwargs)
@@ -116,7 +116,7 @@ class PreProcessing(RunEnvironment):
             self.data_store.set("transformation", data_set.transformation, "general")
 
     @staticmethod
-    def check_valid_stations(args: Dict, kwargs: Dict, all_stations: List[str], load_tmp=True, save_tmp=True):
+    def check_valid_stations(args: Dict, kwargs: Dict, all_stations: List[str], load_tmp=True, save_tmp=True, name=None):
         """
         Check if all given stations in `all_stations` are valid. Valid means, that there is data available for the given
         time range (is included in `kwargs`). The shape and the loading time are logged in debug mode.
@@ -129,7 +129,7 @@ class PreProcessing(RunEnvironment):
         """
         t_outer = TimeTracking()
         t_inner = TimeTracking(start=False)
-        logging.info("check valid stations started")
+        logging.info(f"check valid stations started{' (%s)' % name if name else name}")
         valid_stations = []
 
         # all required arguments of the DataGenerator can be found in args, positional arguments in args and kwargs