SIENTIAPDE-1231
Update model retraining and logging enhancements - Changed the GITHUB_BRANCH value in values.yaml to 'main' for consistency. - Refactored MLFlow class to improve timestamp handling and error messaging during model retraining. - Enhanced MLFlowRepository methods to include metadata logging and improved model version retrieval. - Updated minimal_retrain workflow to support extended timeout for activities and include model configuration in input data.
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@@ -142,7 +142,8 @@ async def main():
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activities.load_custom_query,
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activities.retrain_model,
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activities.update_production_model,
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activities.export_data_to_postgres
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activities.format_retrain_report,
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activities.export_data_to_postgres,
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],
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max_concurrent_workflow_tasks=50,
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max_concurrent_activities=50,
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