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Add data validation and improve database connection#40

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kaylals wants to merge 22 commits into
CaseManagementAI:mainfrom
vivianliu666:main
Open

Add data validation and improve database connection#40
kaylals wants to merge 22 commits into
CaseManagementAI:mainfrom
vivianliu666:main

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@kaylals

@kaylals kaylals commented Dec 4, 2024

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Summary

In this PR, we made several changes to enhance the functionality, scalability, and maintainability of our project:

  • Pydantic Models: Implemented ClientData and PredictionInput models to validate incoming API requests and ensure data consistency. These models enforce strict typing and schema validation, reducing errors caused by invalid inputs.
  • Root Endpoint: Added a root endpoint (/) to provide a basic health check for the API.
  • Debugging Statements: Incorporated debugging statements (e.g., print(data.model_dump())) to simplify troubleshooting during development.

Database Management Improvements

  • Centralized Database Connection: Introduced a centralized get_db function to handle MySQL connections. This approach ensures proper resource handling, including automatic connection closure.
  • Error Handling: Added robust error handling for issues like invalid credentials or missing databases.
  • UUID Auto-Generation: Enhanced the client creation logic by integrating UUID-based auto-generation of client IDs. This simplifies the client-side request process while maintaining unique identification for each client record.

Project Structure and Accessibility

  • Modularized Codebase: Refined the project structure by separating routing, schema definitions, and database management into independent components. This improves readability and maintainability.
  • CORS Middleware: Added CORS middleware to enable cross-origin requests, making the API accessible to frontend applications or external systems.

Impact

These changes collectively improve the robustness and usability of the application while laying a solid foundation for future development.

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4 participants