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coverage: 93.852% (-0.7%) from 94.514%
24317028860.8

Pull #662

github

yzhao062 
packaging: refresh setup.py metadata and fix sdist/wheel gaps

- Add python_requires='>=3.9' matching the CI matrix (3.9-3.13); drop
  Python 3.6/3.7/3.8 classifiers, add 3.13.
- Update README.rst and docs/install.rst Python floor to 3.9 to match.
- Add recursive-include pyod/utils/knowledge *.json to MANIFEST.in so
  sdist installs actually ship the ADEngine knowledge base (previously
  covered by package_data, which only hits wheels).
- Turn pyod/utils/model_analysis_jsons into a proper subpackage
  (one-line __init__.py) so setuptools stops warning about it and
  ships the 10 model-analysis JSONs cleanly.
- Widen find_packages exclude to drop nested pyod.test (was leaking
  78 test files into the wheel).
- Refresh PyPI description and keywords to cover V3 scope (tabular,
  time series, graph, text, image, agentic).
- Expand extras_require with individual torch/suod/xgboost/combo/
  pythresh/huggingface entries so pip install pyod[torch] etc. work;
  raise transformers floor to >=4.25.1 (required for AutoImageProcessor)
  and sentence-transformers floor to >=5.0.0 (required for truncate_dim).
- Drop the deprecated setup_requires, deprecated license classifier,
  stale download_url, stale io.open Python 2/3 import, and the dead
  setup.cfg (only contained the deprecated description_file key).
- Mark as Development Status :: 5 - Production/Stable; add SPDX
  license='BSD-2-Clause'.

Reviewed through 3 Codex rounds (5 findings surfaced, 5 resolved).
Verified clean sdist + wheel build, fresh-venv install, and that
load_model_analyses_labels_only() still resolves the subpackage data.
Pull Request #662: PyOD 3: Agentic Anomaly Detection At Scale

15358 of 16364 relevant lines covered (93.85%)

0.94 hits per line

Source Files on job 24317028860.8