# -*- coding: utf-8 -*- """pipeline 模块测试:排序、投票裁决、成本计算、缓存路径。""" from violation_detector.pipeline import ( _cache_path, _cat_num, deepseek_cost, decide_final, natural_key, ) def R(cat): return {"category": cat, "attr": "a", "logic": "l", "file": "x.jpg", "usage": {"prompt": 2199, "completion": 2282, "cached": 1792}} def test_natural_key_sort(): names = ["10_a.jpg", "2_a.jpg", "1_a.jpg", "21_a.jpg", "3_a.jpg"] assert sorted(names, key=natural_key) == ["1_a.jpg", "2_a.jpg", "3_a.jpg", "10_a.jpg", "21_a.jpg"] def test_cat_num(): assert _cat_num("12. 侵权 - 其他") == 12 assert _cat_num("1. 烟草") == 1 # 无编号的结论统一排到最后(无违规/违规不变动分类,不影响裁决) assert _cat_num("无违规") == 99 assert _cat_num("违规不明") == 99 def test_decide_final_unanimous_clean(): final, note = decide_final([R("无违规"), R("无违规"), R("无违规")]) assert final["category"] == "无违规" assert "3票一致" in note def test_decide_final_clean_majority_keeps_but_flags(): final, note = decide_final([R("无违规"), R("无违规"), R("12. 侵权 - 除人物外的其他侵权")]) assert final["category"] == "无违规" assert "2:1" in note and "人工复核" in note def test_decide_final_violation_majority_wins(): final, note = decide_final( [R("无违规"), R("12. 侵权 - 除人物外的其他侵权"), R("12. 侵权 - 除人物外的其他侵权")]) assert final["category"].startswith("12.") assert "人工复核" in note def test_decide_final_three_way_split_takes_lowest_number(): final, note = decide_final([R("无违规"), R("13. 侵权 - 人物相关"), R("5. 负向敏感")]) assert final["category"].startswith("5.") assert "从严" in note def test_decide_final_two_violations_differ_majority_none(): # 两张违规票不同、一张无违规:违规方 2 票 > 1,并列取序号最小 final, _ = decide_final([R("无违规"), R("13. 侵权 - 人物相关"), R("12. 侵权 - 其他")]) assert final["category"].startswith("12.") def test_deepseek_cost_known_usage(): # miss 407 + cached 1792 + completion 2282 results = {"a": R("无违规")} peak, idle, comp = deepseek_cost(results) expect_peak = (407 * 3.0 + 1792 * 0.10 + 2282 * 9.0) / 1e6 expect_idle = (407 * 1.5 + 1792 * 0.05 + 2282 * 4.5) / 1e6 assert abs(peak - expect_peak) < 1e-9 assert abs(idle - expect_idle) < 1e-9 assert comp == 2282 def test_deepseek_cost_empty(): assert deepseek_cost({}) == (0.0, 0.0, 0.0) def test_cache_path_sanitizes_folder(tmp_path): p = _cache_path("ark", str(tmp_path / "we ird\\name+:x")) assert p.parent.exists() assert p.name.startswith("ark_") for ch in ' :+': assert ch not in p.name