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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@@ -161,9 +161,8 @@ class MLFlow(BaseActivity):
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model_name, data, model_config
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)
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self.debug("Transform raw response data:", metadata)
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self.debug(create_sample_dict(
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response_data), metadata)
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self.debug(f"Transform raw response data: \n {create_sample_dict(
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response_data)}", metadata)
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if response_data['success']:
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@@ -194,9 +193,8 @@ class MLFlow(BaseActivity):
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response_data['content'] = response_dataframe.to_dict()
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self.debug("Transform response data:", metadata)
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self.debug(create_sample_dict(
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response_data), metadata)
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self.debug(f"Transform response data: \n {create_sample_dict(
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response_data)}", metadata)
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self.info("Data transformed successfully", metadata)
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@@ -248,9 +246,8 @@ class MLFlow(BaseActivity):
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model_name, data, model_config
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)
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self.debug("Prediction response data:", metadata)
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self.debug(create_sample_dict(
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response_data), metadata)
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self.debug(f"Prediction response data: \n {create_sample_dict(
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response_data)}", metadata)
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self.info("Data predicted successfully", metadata)
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