SIENTIAPDE-1222

Update image tag in values.yaml and enhance debug logging in Gates and MLFlow activities

- Updated the image tag in values.yaml from '0.0.1' to '0.0.2'.
- Improved debug logging in the Gates activity to format input data and filters for better readability.
- Enhanced MLFlow activity logging to include formatted output for raw and transformed response data, ensuring consistent logging format.
This commit is contained in:
vitor-aignosi
2025-09-16 10:22:51 -03:00
parent 41af0a8032
commit eefd0815d8
4 changed files with 14 additions and 15 deletions

View File

@@ -24,6 +24,7 @@ class MLFlowRepository():
self.model_serving = ModelServing(tracking_uri=host,
username=username, password=password,
logger=logger)
self.logger = logger
def transform(self, model_name: str, data: pd.DataFrame, model_config: dict) -> dict:
"""
@@ -90,7 +91,8 @@ class MLFlowRepository():
end_time = datetime.now()
data = pd.DataFrame(data, columns=['prediction'])
self.logger.info(f"Data: {data.to_string()}")
self.logger.info(
f"Data received from model prediction: {data.to_string()}")
data.index = input_index
data['response_time'] = (end_time - start_time).total_seconds()