SIENTIAPDE-1478

Refactor validation script and improve logging in API and model repository

- Updated validation script to include 'e2e/' directory in code formatting and linting checks.
- Enhanced error logging in API class to improve readability of error messages.
- Refactored debug logging in model repository for better structured output.
- Cleaned up import statements in various files for improved organization.

tests/laborious/activities/test_api.py

@@ -333,11 +333,13 @@ async def test_process_pi_web_api_response_with_errors(api):
     )
 
     assert confidence == PI_WEB_API_PREDICTION_ERROR_CONFIDENCE
-    assert message == "The number of written tags does not match the number of tag names: Expected ['tag1', 'tag2'] tags, but ['tag2'] tags were written."
+    assert (
+        message
+        == "The number of written tags does not match the number of tag names: Expected ['tag1', 'tag2'] tags, but ['tag2'] tags were written."
+    )
     assert api.emit_metric.call_count == 2
 
 
-
 @mark.asyncio
 async def test_process_pi_web_api_response_missing_tags(api):
     """Test processing response when number of written tags doesn't match expected."""
@@ -361,7 +363,10 @@ async def test_process_pi_web_api_response_missing_tags(api):
     )
 
     assert confidence == PI_WEB_API_PREDICTION_ERROR_CONFIDENCE
-    assert message == "The number of written tags does not match the number of tag names: Expected ['tag1', 'tag2'] tags, but ['tag1'] tags were written."
+    assert (
+        message
+        == "The number of written tags does not match the number of tag names: Expected ['tag1', 'tag2'] tags, but ['tag1'] tags were written."
+    )
     api.send_notification_async.assert_called_once()
     call_args = api.send_notification_async.call_args
     assert call_args.kwargs['notification_id'] == 'WRITE_PI_WEB_API_PREDICTION_ERROR'
@@ -392,7 +397,10 @@ async def test_process_pi_web_api_response_missing_webid(api):
     )
 
     assert confidence == PI_WEB_API_PREDICTION_ERROR_CONFIDENCE
-    assert message == "The number of written tags does not match the number of tag names: Expected ['tag1', 'tag2'] tags, but ['tag2'] tags were written."
+    assert (
+        message
+        == "The number of written tags does not match the number of tag names: Expected ['tag1', 'tag2'] tags, but ['tag2'] tags were written."
+    )
     api.error.assert_any_call('The response did not contain some WebIds', metadata['metadata'])
 
 
@@ -419,7 +427,10 @@ async def test_process_pi_web_api_response_missing_tag_name(api):
     )
 
     assert confidence == PI_WEB_API_PREDICTION_ERROR_CONFIDENCE
-    assert message == "The number of written tags does not match the number of tag names: Expected ['tag1'] tags, but [] tags were written."
+    assert (
+        message
+        == "The number of written tags does not match the number of tag names: Expected ['tag1'] tags, but [] tags were written."
+    )
     api.error.assert_any_call(
         'The response did not contain the tag name for WebId unknown_web_id', metadata['metadata']
     )

tests/laborious/utils/repository/test_model_repository.py

@@ -812,7 +812,14 @@ async def test_fit_models_not_df_target_name_none_and_not_in_model(
     data = MagicMock()
 
     output = await mlflow_repository.fit_models(
-        'model_name', data, 'latest_production_id', metadata['metadata'], 'sklearn', False, 'pyfunc', None
+        'model_name',
+        data,
+        'latest_production_id',
+        metadata['metadata'],
+        'sklearn',
+        False,
+        'pyfunc',
+        None,
     )
 
     mlflow_repository.download_model.assert_has_calls(