Added error handling for config loading

src/miade/core.py

@@ -113,32 +113,43 @@ def _load_model_factory(self, custom_annotators: Optional[List[Annotator]] = Non
 
  mapped_models = {}
  # map to name if given {name: <class CAT>}
- for name, model_id in config_dict["models"].items():
- cat_model = loaded_models.get(model_id)
- if cat_model is None:
- log.warning(f"No match for model id {model_id} in {self.model_directory}, skipping")
- continue
- mapped_models[name] = cat_model
+ if "models" in config_dict:
+ for name, model_id in config_dict["models"].items():
+ cat_model = loaded_models.get(model_id)
+ if cat_model is None:
+ log.warning(f"No match for model id {model_id} in {self.model_directory}, skipping")
+ continue
+ mapped_models[name] = cat_model
+ else:
+ log.warning(f"No model ids configured!")
 
  mapped_annotators = {}
  # {name: <class Annotator>}
- for name, annotator_string in config_dict["annotators"].items():
- if custom_annotators is not None:
- for annotator_class in custom_annotators:
- if annotator_class.__name__ == annotator_string:
+ if "annotators" in config_dict:
+ for name, annotator_string in config_dict["annotators"].items():
+ if custom_annotators is not None:
+ for annotator_class in custom_annotators:
+ if annotator_class.__name__ == annotator_string:
+ mapped_annotators[name] = annotator_class
+ break
+ if name not in mapped_annotators:
+ try:
+ annotator_class = getattr(sys.modules[__name__], annotator_string)
  mapped_annotators[name] = annotator_class
- break
- if name not in mapped_annotators:
- try:
- annotator_class = getattr(sys.modules[__name__], annotator_string)
- mapped_annotators[name] = annotator_class
- except AttributeError as e:
- log.warning(f"{annotator_string} not found: {e}")
+ except AttributeError as e:
+ log.warning(f"{annotator_string} not found: {e}")
+ else:
+ log.warning(f"No annotators configured!")
 
  mapped_configs = {}
- # map to name if given {name: <class Config>}
- for name, config in config_dict["general"].items():
- mapped_configs[name] = AnnotatorConfig(**config)
+ if "general" in config_dict:
+ for name, config in config_dict["general"].items():
+ try:
+ mapped_configs[name] = AnnotatorConfig(**config)
+ except Exception as e:
+ log.error(f"Error processing config for '{name}': {str(e)}")
+ else:
+ log.warning("No general settings configured, using default settings.")
 
  model_factory_config = {"models": mapped_models,
  "annotators": mapped_annotators,