SIENTIAPDE-1222

Refactor MLFlow logging to enhance data output clarity

- Updated debug logging to use data.to_string() for processed input data, improving readability.
- Modified raw response data logging to format the output as a string, ensuring consistent logging format.
This commit is contained in:
vitor-aignosi
2025-09-16 07:55:56 -03:00
parent 16f28c4d63
commit ecffa0c301

View File

@@ -154,7 +154,7 @@ class MLFlow(BaseActivity):
data.columns.name = None
self.debug("Processed input data:", metadata)
self.debug(data.to_csv('data.csv'), metadata)
self.debug(data.to_string(), metadata)
# Request transformation from MLFlow model
response_data = self.model_monitoring_repository.transform(
@@ -162,7 +162,7 @@ class MLFlow(BaseActivity):
)
self.debug("Transform raw response data:", metadata)
self.debug(response_data, metadata)
self.debug(f"{response_data}", metadata)
if response_data['success']: