SIENTIAPDE-1222

Update image tag in values.yaml and enhance debug logging in Gates and MLFlow activities

- Updated the image tag in values.yaml from '0.0.1' to '0.0.2'.
- Improved debug logging in the Gates activity to format input data and filters for better readability.
- Enhanced MLFlow activity logging to include formatted output for raw and transformed response data, ensuring consistent logging format.

laborious/activities/gates.py

@@ -206,8 +206,8 @@ class Gates(BaseActivity):
 
         filter_output = []
 
-        self.debug(create_sample_dict(
-            data, max_items=5, max_depth=2), metadata)
+        self.debug(f"Input data: \n {create_sample_dict(
+            data, max_items=5, max_depth=2)}", metadata)
         self.debug(f"Filters: {filters}", metadata)
 
         comments = []
@@ -293,7 +293,7 @@ class Gates(BaseActivity):
         filter_output = []
 
         self.debug(f"Input data:\n {data.head(5).to_string()}", metadata)
-        self.debug(create_sample_dict(filters), metadata)
+        self.debug(f"Filters: \n {create_sample_dict(filters)}", metadata)
 
         for fil, config in filters.items():
             if fil not in mlflow_content_filter_functions:

laborious/activities/mlflow.py

@@ -161,9 +161,8 @@ class MLFlow(BaseActivity):
             model_name, data, model_config
         )
 
-        self.debug("Transform raw response data:", metadata)
-        self.debug(create_sample_dict(
-            response_data), metadata)
+        self.debug(f"Transform raw response data: \n {create_sample_dict(
+            response_data)}", metadata)
 
         if response_data['success']:
 
@@ -194,9 +193,8 @@ class MLFlow(BaseActivity):
 
             response_data['content'] = response_dataframe.to_dict()
 
-        self.debug("Transform response data:", metadata)
-        self.debug(create_sample_dict(
-            response_data), metadata)
+        self.debug(f"Transform response data: \n {create_sample_dict(
+            response_data)}", metadata)
 
         self.info("Data transformed successfully", metadata)
 
@@ -248,9 +246,8 @@ class MLFlow(BaseActivity):
             model_name, data, model_config
         )
 
-        self.debug("Prediction response data:", metadata)
-        self.debug(create_sample_dict(
-            response_data), metadata)
+        self.debug(f"Prediction response data: \n {create_sample_dict(
+            response_data)}", metadata)
 
         self.info("Data predicted successfully", metadata)