SIENTIAPDE-1241: Refactor: Remove redundant logging and fix duplicate logs

This commit removes redundant logging statements from training and experiment tracking activities, preventing duplicate log entries. It also introduces a logger helper to disable log propagation, further addressing the duplicate logs issue. Additionally, the Makefile, run_coverage.sh, setup_port_forwards.sh, and simulator/Dockerfile files were removed as they are no longer needed.

model_manager/activities/experiment_tracking.py

@@ -89,9 +89,6 @@ class ExperimentTracking(Postgres):
             notification_handler=notification_handler,
         )
 
-        self.logger = logger
-        self.notification_handler = notification_handler
-
     def __del__(self):
         """
         Destructor to safely handle cleanup during garbage collection.
@@ -160,10 +157,6 @@ class ExperimentTracking(Postgres):
         run_name = input_data.get('run_name')
 
         try:
-            self.info(
-                f'Updating experiment run {experiment_run_id} with status: {status}', metadata
-            )
-
             query_params: dict[str, Any]
 
             if update_type == UpdateType.STATUS:
@@ -249,6 +242,4 @@ class ExperimentTracking(Postgres):
                 level=NotificationLevel.ERROR,
                 attachment_content=trace,
             )
-
-            self.error(trace, metadata=metadata)
             raise RuntimeError(error_msg) from e

model_manager/activities/training.py

@@ -80,7 +80,6 @@ class Training(BaseActivity):
         metadata = input_data.get('metadata', {})
 
         try:
-            self.info('Validating training parameters', metadata)
             train_params = TrainModelParams.from_dict(input_data)
             train_params.validate_business_rules()
 
@@ -104,8 +103,6 @@ class Training(BaseActivity):
                 level=NotificationLevel.ERROR,
                 attachment_content=trace,
             )
-
-            self.error(trace, metadata=metadata)
             raise
 
     @activity.defn(name='train_model')
@@ -177,8 +174,6 @@ class Training(BaseActivity):
                 attachment_content=trace,
             )
 
-            self.error(trace, metadata=metadata)
-
             raise ModelTrainingError(
                 model_trained=model_trained,
                 model_saved=model_saved,
@@ -223,6 +218,4 @@ class Training(BaseActivity):
                 level=NotificationLevel.ERROR,
                 attachment_content=trace,
             )
-
-            self.error(trace, metadata=metadata)
             raise