Fix/issue 6

[EHEGUY]

Summary [required]

This PR refactors the recommendation engine by grouping the four individual scoring weight constants into a single SCORING_WEIGHTS dictionary. This makes the configuration cleaner and easier to manage. score_single_project() has been updated to use these dictionary values, and a test has been added to ensure the dictionary maintains the correct structure.

Related Issue [required]

Closes #6

Type of Change [required]

• Bug fix — resolves a broken behaviour
• Feature — adds new functionality
• Data — adds new projects to data/projects.json
• Documentation — updates docs, README, or code comments only
• Style — CSS or visual changes only, no logic change
• Refactor — restructures code without changing behaviour
• Test — adds or updates tests

What Was Changed [required]

File	Change made
utils/recommender.py	Removed standalone weight constants and replaced them with SCORING_WEIGHTS dictionary. Updated references in score_single_project().
tests/test_basic.py	Added test_scoring_weights_has_all_keys to verify the new dictionary contains the required keys.

How to Test This PR [required]

1. Clone this branch: git checkout fix/issue-6
2. Install dependencies: pip install -r requirements.txt
3. Run the app: python app.py
4. Run the tests: python tests/test_basic.py

Expected test output:

28 passed, 0 failed out of 28 tests

Test Results [required]

  PASS  test_projects_json_loads
  PASS  test_each_project_has_required_fields
  PASS  test_find_project_by_id_found
  PASS  test_find_project_by_id_missing
  PASS  test_parse_skills_basic
  PASS  test_parse_skills_empty_string
  PASS  test_parse_skills_single_entry
  PASS  test_score_single_project_full_match
  PASS  test_score_single_project_no_match
  PASS  test_get_recommendations_returns_results
  PASS  test_get_recommendations_max_three
  PASS  test_get_recommendations_no_match_returns_empty
  PASS  test_get_recommendations_result_format
  PASS  test_validate_all_valid
  PASS  test_validate_missing_skills
  PASS  test_validate_missing_level
  PASS  test_validate_missing_interest
  PASS  test_validate_missing_time
  PASS  test_validate_all_missing
  PASS  test_home_route
  PASS  test_recommend_api_valid
  PASS  test_recommend_api_missing_field
  PASS  test_recommend_api_empty_body
  PASS  test_project_detail_found
  PASS  test_project_detail_not_found
  PASS  test_view_code_found
  PASS  test_download_code_found
  PASS  test_scoring_weights_has_all_keys

28 passed, 0 failed out of 28 tests

Self-Review Checklist [required]

• I have read CONTRIBUTING.md and followed all guidelines
• My branch name follows the convention: feat/, fix/, docs/, data/, style/, test/
• I have run python tests/test_basic.py and all 28 tests pass
• I have run flake8 . locally and there are no errors
• I have not introduced any print() or console.log() debug statements
• Every new function I wrote has a docstring
• I have not modified files outside the scope of the linked issue

Notes for Reviewer

Removed the unrelated badge/UI commits from the previous push this PR now contains only the scoring refactor and associated test.

[vercel]

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[EHEGUY]

@komalharshita done !

[komalharshita]

Thanks for the contribution — the scoring weights refactor itself is clean and the added regression test is a good addition.

However, this PR currently mixes two unrelated changes:

1. Refactoring the recommendation scoring weights into SCORING_WEIGHTS
2. Adding category badge UI changes to the project detail page

The linked issue (#6) only covers the scoring refactor. The badge system and related CSS/template updates belong to a separate feature and should be submitted in an independent PR.

Please remove the unrelated badge/UI commits from this PR (or open a separate PR for them) so the contribution stays properly scoped to the assigned issue.

Once the PR contains only the scoring refactor + associated tests, it will be much easier to review and merge.

[EHEGUY]

Hi @komalharshita Thank you for the detailed feedback really appreciate you taking the time to explain exactly what was wrong.

I've removed the unrelated badge/UI commits from this branch. The PR now contains only the SCORING_WEIGHTS refactor and the associated test, scoped strictly to issue #6.

All 28 tests pass locally. Ready for re-review whenever you get a chance!

[EHEGUY]

@komalharshita the merge conflict has been solved can u review it !