AOSSIE-Org / AOSSIE-Org/Devr.AI

[Enhancement] Implement Dynamic Loading States and Inline Validation for Model Configuration Forms

Open
#235 2 comments 0 reactions 0 assignees View on GitHub
Dominant language
Python
Stars
102
Forks
137
PR merge metrics
No merged PRs in 30d

Description

## Issue Description

### Description

Currently, the user interface for configuring and submitting AI model parameters lacks sufficient visual feedback. When a user submits a configuration or inputs data, there is a lack of real-time validation and no "loading" indicator during asynchronous API calls.
This can lead to a confusing user experience, duplicate submissions, and uncertainty regarding whether a process is running.

---

### Impact

Providing immediate visual feedback ensures that the application feels responsive and professional.
It prevents users from making input errors before submission and stops "double-submission" bugs by disabling buttons during the loading state.

---

### Proposed Changes

I propose adding a robust feedback loop to the configuration UI:

- Button Loading States: * Update the "Submit" or "Run" buttons to display a spinner and become disabled once clicked.
Revert to the active state only after a response (Success/Error) is received from the backend.
- Inline Form Validation: * Add real-time validation for numerical inputs (e.g., Learning Rate must be between 0 and 1).
- Highlight fields in red with a brief error message if the input is invalid.
- Toast Notifications: * Implement "Success" or "Failure" toast notifications (snackbars) to confirm that a background task has started or failed.

---

### Technical Implementation Suggestion

- Introduce an isLoading state variable to manage the UI transition during API calls.
- Use conditional rendering for the button content: {isLoading ? : 'Run Model'}.
- (If applicable) Integrate a lightweight notification library like react-hot-toast or use the project's existing UI framework components.

---

### Verification Plan

- Manual Test: Click the submit button and verify it becomes disabled and shows a spinner.
- Validation Test: Enter an out-of-range value in a parameter field and verify the error message appears immediately.
- Network Test: Simulate a slow network connection to ensure the loading state persists until the data is returned.

Contributor guide

No contributing guide indexed for this repository

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.