SIENTIAPDE-1273
Refactor data handling in various modules to ensure DataFrame consistency - Replaced direct DataFrame instantiation with `ensure_dataframe` utility in Gates, MLFlow, OPC, and ModelMetrics classes to standardize data handling. - Updated return types in several asynchronous methods to return DataFrames instead of dictionaries for improved usability. - Adjusted data export processes in workflows to convert DataFrames to dictionaries with `to_dict(orient='records')` for compatibility with downstream systems.
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@@ -93,7 +93,7 @@ class Drift:
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Activities.export_data_to_postgres,
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{
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**metadata,
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'data': drift_data,
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'data': drift_data.to_dict(orient='records'),
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'schema': input_data['schema'],
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'table_name': input_data['target_table_name'],
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'timestamp_conversion': {'column': 'timestamp', 'format': DATETIME_FORMAT_WITH_TZ},
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