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.
This commit is contained in:
vitor-aignosi
2025-09-16 10:29:35 -03:00
parent eefd0815d8
commit 0ffd96e734

View File

@@ -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)