SIENTIAPDE-1222
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.
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@@ -154,7 +154,7 @@ class MLFlow(BaseActivity):
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data.columns.name = None
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self.debug("Processed input data:", metadata)
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self.debug(data.to_csv('data.csv'), metadata)
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self.debug(data.to_string(), metadata)
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# Request transformation from MLFlow model
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response_data = self.model_monitoring_repository.transform(
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@@ -162,7 +162,7 @@ class MLFlow(BaseActivity):
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)
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self.debug("Transform raw response data:", metadata)
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self.debug(response_data, metadata)
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self.debug(f"{response_data}", metadata)
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if response_data['success']:
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