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SIENTIAPDE-1222

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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
1 changed files with 2 additions and 2 deletions
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laborious/activities/mlflow.py
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@@ -154,7 +154,7 @@ class MLFlow(BaseActivity):
data.columns.name = None data.columns.name = None
self.debug("Processed input data:", metadata) 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 # Request transformation from MLFlow model
response_data = self.model_monitoring_repository.transform( response_data = self.model_monitoring_repository.transform(
@@ -162,7 +162,7 @@ class MLFlow(BaseActivity):
) )
self.debug("Transform raw response data:", metadata) self.debug("Transform raw response data:", metadata)
self.debug(response_data, metadata) self.debug(f"{response_data}", metadata)
if response_data['success']: if response_data['success']: