From 0ffd96e734486dbdabedf284a3bf38bcea1348ed Mon Sep 17 00:00:00 2001 From: vitor-aignosi Date: Tue, 16 Sep 2025 10:29:35 -0300 Subject: [PATCH] SIENTIAPDE-1222 Refactor MLFlow debug logging for improved readability - Reformatted debug logging statements in the MLFlow activity to enhance clarity and consistency. - Ensured that the output of raw and transformed response data is presented in a more readable format, maintaining the use of create_sample_dict for better visualization. --- laborious/activities/mlflow.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/laborious/activities/mlflow.py b/laborious/activities/mlflow.py index 33d9aeb..e0e7cb3 100644 --- a/laborious/activities/mlflow.py +++ b/laborious/activities/mlflow.py @@ -161,8 +161,8 @@ class MLFlow(BaseActivity): model_name, data, model_config ) - self.debug(f"Transform raw response data: \n {create_sample_dict( - response_data)}", metadata) + self.debug( + f"Transform raw response data: \n {create_sample_dict(response_data)}", metadata) if response_data['success']: @@ -193,8 +193,8 @@ class MLFlow(BaseActivity): response_data['content'] = response_dataframe.to_dict() - self.debug(f"Transform response data: \n {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) @@ -246,8 +246,8 @@ class MLFlow(BaseActivity): model_name, data, model_config ) - self.debug(f"Prediction response data: \n {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)