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