feat: update training workflow and repository management
- Replaced synchronous MinIO repository calls with asynchronous counterparts in the Training class for improved performance. - Enhanced logging throughout the training process to provide better insights into model metadata loading, parameter validation, and training execution. - Updated the train_test_split function to enforce DataFrame input type, ensuring consistency in data handling. - Removed the deprecated model_repository.py file to streamline the codebase. - Adjusted cleanup schedule logic to improve error handling and logging during schedule reconciliation. - Updated tests to reflect changes in the training workflow and repository interactions.
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@@ -17,3 +17,4 @@ pytest-asyncio>=0.21.0 # Async test support (already in main requirements)
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# Development Tools
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ipython>=8.12.0 # Enhanced Python shell
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ipdb>=0.13.13 # IPython debugger
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ipykernel<=6.26.0 # IPython kernel
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