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scorelab / tensormap

TensorMap will be a web application that will allow the users to create machine learning algorithms visually. TensorMap will support reverse engineering of the visual layout to a Tensorflow implementation in preferred languages. The goal of the project is to let the beginners play with machine learning algorithms in Tensorflow without less background knowledge about the library.

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Improper Error Handling in Tensormap-server

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Describe the bug:
The application lacks proper error handling, leading to uncaught runtime errors and generic 500 Internal Server Error responses.

To Reproduce:

  1. Trigger an error condition in the application (e.g., accessing a non-existent database table).
  2. Observe the server response for error handling behavior.

Expected behavior:

  • Errors should be caught and handled gracefully, preventing application crashes and providing informative error messages to clients.
  • Server responses should include specific error codes and messages to aid in troubleshooting.

Additional context:

  • The current lack of robust error handling undermines application reliability, maintainability and security.
  • Users may experience frustration due to unclear error messages and unexpected application behavior.
  • Developers face challenges in diagnosing and fixing issues efficiently, leading to longer resolution times.