DEV Community

alikhan1998
alikhan1998

Posted on

Refactoring OncoNet Script

Issue Link: yala/Mirai #9
Issue Details: The provided script is a part of the OncoNet project and is used for training, evaluating, and predicting on a dataset. While the script appears to be functional, there are opportunities for improvement in terms of code organization and documentation.

Changes Made:

  1. Modularized the code: Broke down the script into smaller, well-defined functions and classes to improve code structure and maintainability.

  2. Added Comments and Documentation: Documented complex logic and provided context for certain operations to enhance code understanding.

  3. Improved Variable Naming: Ensured that variable and function names are descriptive and follow a consistent naming convention.

  4. Implemented Error Handling: Added appropriate error handling to handle scenarios where files or resources may not be found.

  5. Utilized os.path.join(): Used this function to construct file paths, ensuring compatibility across different operating systems.
    Research and Challenges: Researched best practices for code organization and documentation. The main challenge was understanding the existing code and identifying opportunities for improvement.

Interactions with Maintainers: No direct interactions with maintainers for this issue. Difficulties Faced and Solutions: Understanding the complex logic in the script was challenging.
However, breaking it down into smaller functions and adding comments greatly helped in comprehending the code. Pull Request: Link to Pull Reques

Top comments (0)