SIENTIAPDE-994
Refactor tests for Postgres activities and improve error handling - Updated test_postgres.py to enhance the testing of load_custom_query method, including cases for None data and date conversion. - Refactored repeat_last_prediction tests to use mocks for SQLAlchemy session execution. - Added tests for export_data_to_postgres method, covering both success and error scenarios. - Improved the initialization tests for Activities class to ensure proper instantiation of dependencies. - Enhanced test coverage for OPC repository connection validation. - Updated tests for prediction workflows to streamline input handling and improve clarity. - Introduced tests for connectors configuration to validate environment variable handling for MLFlow, OPC, and Postgres. - Added tests for logger utility to ensure default settings are correctly applied.
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@@ -137,15 +137,25 @@ class Gates(BaseActivity):
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for fil, config in filters.items():
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if fil not in mlflow_response_filter_functions:
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continue
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if mlflow_response_filter_functions[fil](data, config):
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filter_output.append(config['POLICY'])
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comments.append(data['content']['message'])
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try:
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if mlflow_response_filter_functions[fil](data, config):
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filter_output.append(config['POLICY'])
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comments.append(data['content']['message'])
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self.notification_handler.build_and_send_notification(
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notification_id=f"{gate_type.upper()}_GATE_RESPONSE_FILTER__{fil}",
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message=data['content']['message'],
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block="mlflow_gate",
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level=NotificationLevel.WARNING,
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attachment_content=data['content']['traceback']
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)
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except Exception as e:
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trace = traceback.format_exc()
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self.notification_handler.build_and_send_notification(
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notification_id=f"{gate_type.upper()}_GATE_RESPONSE_FILTER__{fil}",
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message=data['content']['message'],
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notification_id=f"MLFLOW_GATE_RESPONSE_FILTER__{fil}",
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message=f"Error in filter {fil}:{config}: \n {e}",
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block="mlflow_gate",
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level=NotificationLevel.WARNING,
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attachment_content=data['content']['traceback']
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level=NotificationLevel.ERROR,
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attachment_content=trace
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)
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for path_flag in path_priority:
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@@ -189,14 +199,24 @@ class Gates(BaseActivity):
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for fil, config in filters.items():
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if fil not in mlflow_content_filter_functions:
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continue
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if mlflow_content_filter_functions[fil](data, config):
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filter_output.append(config['POLICY'])
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try:
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if mlflow_content_filter_functions[fil](data, config):
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filter_output.append(config['POLICY'])
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self.notification_handler.build_and_send_notification(
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notification_id=f"{gate_type.upper()}_GATE_CONTENT_FILTER__{fil}",
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message=f"Data not passed the content filter {fil}:{config}",
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block="mlflow_gate",
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level=NotificationLevel.WARNING,
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attachment_content=data.to_string()
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)
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except Exception as e:
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trace = traceback.format_exc()
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self.notification_handler.build_and_send_notification(
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notification_id=f"{gate_type.upper()}_GATE_CONTENT_FILTER__{fil}",
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message=f"Data not passed the content filter {fil}:{config}",
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notification_id=f"MLFLOW_GATE_CONTENT_FILTER__{fil}",
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message=f"Error in filter {fil}:{config}: \n {e}",
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block="mlflow_gate",
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level=NotificationLevel.WARNING,
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attachment_content=data.to_string()
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level=NotificationLevel.ERROR,
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attachment_content=trace
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)
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for path_flag in path_priority:
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