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Troubleshooting

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Data Auto-Recovery Issues

Data auto-recovery? Use a separate backend to manage data and separate model logic. Problem Cause: Model code reinitializes old data when data loading fails. Solutions:
  • Use separate backend for data management: Separate data management from model logic
  • Let model modify data directly: Ensure data modification operations are handled directly by the model
Prevention Measures:
  • Use version control to save important states
  • Regularly backup data
  • Implement data persistence mechanisms

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Let Model Modify Data Directly

Let the model modify data directly to reduce intermediate steps. Benefits:
  • Reduce data inconsistencies
  • Lower error probability
  • Simplify data flow
Implementation:
  • Model directly operates on database
  • Avoid multi-layer data conversion
  • Unified data modification entry point