yzhao062 / pyod / 23973126519

94%

master: 94%

Build Type

push

github

Committed by yzhao062

Commit Message

Fix AutoModelSelector: import guards, name mismatches, registry, tests (#625)

- Guard openai import with _check_openai_dependency() that verifies
  the OpenAI client class is importable up front
- Make python-dotenv optional: only load .env when no explicit api_key
  is provided
- Fix model name mismatches: JSON stems (MO-GAAL, SO-GAAL, Deep SVDD)
  now normalized to registry keys (MO_GAAL, SO_GAAL, DeepSVDD) via
  _NAME_NORMALIZATION dict
- Replace 11-branch if/elif chain in get_top_clf() with _MODEL_REGISTRY
  dict mapping names to (module_path, class_name, kwargs)
- Check OPENAI_API_KEY env var first (standard), fall back to API_KEY
- Fix typo "weekness" -> "weaknesses" in GPT prompt
- Replace Chinese comment with English
- Add 10 tests: JSON loading, name normalization, registry resolution,
  mocked end-to-end pipeline, and dependency error path

Coverage Stats

96 of 109 new or added lines in 2 files covered. (88.07%)

2 existing lines in 1 file now uncovered.

10968 of 11544 relevant lines covered (95.01%)

10.45 hits per line