fix ci

[quentinformatique]

This pull request includes updates to the file paths in the codebase for better organization and removes redundant steps in the CI workflow. The most important changes include modifying file paths in scripts to reflect the new directory structure and simplifying the CI workflow by removing the test coverage step.

File path updates:

• Updated the dataset file path in app/model/train_color_model.py to use a relative path consistent with the new directory structure (./data/dataset.csv).
• Adjusted the directory creation path in app/model/train_color_model.py to ensure the model is saved in the correct location (./).

CI workflow simplification:

• Updated the script paths in .github/workflows/ci.yml to match the new directory structure (data/generate_synthetic_dataset.py and app/model/train_color_model.py).
• Removed the test coverage step from the CI workflow to streamline the process.

[Copilot]

Pull Request Overview

This PR reorganizes file paths for consistency and streamlines the CI workflow by removing redundant steps.

• Adjust dataset loading and model saving paths in the training script
• Update CI workflow script paths and remove the test coverage step

Reviewed Changes

Copilot reviewed 6 out of 6 changed files in this pull request and generated no comments.

File	Description
app/model/train_color_model.py	Update dataset path, simplify directory creation, and adjust save logic
.github/workflows/ci.yml	Point to new script locations and drop the coverage-report step

Comments suppressed due to low confidence (2)

app/model/train_color_model.py:22

• The model is saved to the project root (color_model.pkl), but the print message indicates app/model/color_model.pkl. Either update the dump path to app/model/color_model.pkl or adjust the print statement to reflect where the file is actually saved.

joblib.dump(model, 'color_model.pkl')

app/model/train_color_model.py:21

• Calling os.makedirs('./', exist_ok=True) is redundant since the current directory always exists. Consider removing this line or specifying the intended target directory (e.g., app/model).

os.makedirs('./', exist_ok=True)