# -*- coding: utf-8 -*- """候选分类纯函数测试: uv run python tests/test_classify.py""" import os import sys sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) sys.stdout.reconfigure(encoding="utf-8") from reaction_board.classify import ( # noqa: E402 clean_title, contains_any, date_hits, matched_words, normalize_title, parse_duration, passes_required_title, score_item, ) CLASSIFY = { "require_title": "咻咻满", "self_mid": 37754047, "reaction": ["reaction", "反应"], "charge": ["加急", "特急", "充电", "专场", "转场"], "weak_positive": ["双人", "路人", "第一次", "首次"], "negative": ["歌切", "切片", "纯享", "搬运", "完整版", "录播", "录像"], "date_negative": True, "duration_boost": {"gt_30min": 1, "gt_60min": 2}, } def score(title, up_mid=100, duration=0, classify=CLASSIFY): return score_item( title=title, up_mid=up_mid, duration_seconds=duration, classify=classify, ) def test_title_helpers(): assert normalize_title("咻咻满 REACTION") == "咻咻满 reaction" assert clean_title('咻咻满 reaction') == "咻咻满 reaction" assert passes_required_title("【咻咻满】初听", "咻咻满") assert passes_required_title("咻咻满", "咻咻满") assert not passes_required_title("其他 UP 的 reaction", "咻咻满") assert contains_any("咻咻满 REACTION", ["reaction"]) assert not contains_any("咻咻满", []) assert matched_words("咻咻满 REACTION 反应", ["reaction", "反应"]) == ["reaction", "反应"] assert matched_words("咻咻满", []) == [] def test_parse_duration(): assert parse_duration("105:5") == 105 * 60 + 5 assert parse_duration("1:02:03") == 3723 assert parse_duration("15:30") == 930 assert parse_duration(600) == 600 assert parse_duration("bad") == 0 assert parse_duration(None) == 0 assert parse_duration(-5) == 0 def test_date_hits(): assert date_hits("咻咻满-2026-10-28-素颜满") == ["2026-10-28"] assert date_hits("【咻咻满】10月25日直播片段") == ["10月25日"] assert date_hits("咻咻满 ☆ 2026.10.26") == ["2026.10.26"] assert date_hits("【咻咻满】2026/10/25直播回放") == ["2026/10/25"] assert date_hits("咻咻满:《发如雪》2024年10月5日直播歌切") == ["2024年10月5日"] assert date_hits("咻咻满 reaction") == [] def test_hit_count_is_superlinear(): # 正向命中次数 n:require_title + reaction + charge + weak,得分 = n^2 # 1 -> 1, 2 -> 4, 3 -> 9(满足 1+1>2、1+1+1>5) assert score("咻咻满", duration=60) == 1 assert score("咻咻满 reaction", duration=60) == 4 assert score("咻咻满 反应", duration=60) == 4 assert score("咻咻满 reaction 充电", duration=60) == 9 assert score("咻咻满 reaction 加急充电专场", duration=60) == 25 assert score("咻咻满 充电", duration=60) == 4 assert score("咻咻满 加急专场", duration=60) == 9 assert score("咻咻满 双人", duration=60) == 4 assert score("咻咻满 reaction 双人", duration=60) == 9 def test_reaction_requires_title(): # 标题不含 require_title 直接 0 分,即使命中 reaction assert score("其他 UP 的 reaction", duration=61 * 60) == 0 def test_duration_boost(): assert score("咻咻满 reaction", duration=61 * 60) == 6 assert score("咻咻满 reaction", duration=31 * 60) == 5 assert score("咻咻满 reaction", duration=30 * 60) == 4 # 只有 require_title 一个命中时,时长仍计入(基础分偏低,不足以过线) assert score("咻咻满", duration=0) == 1 assert score("咻咻满", duration=61 * 60) == 3 assert score("咻咻满 双人", duration=61 * 60) == 6 def test_negative_and_self(): assert score("咻咻满 切片", duration=60) == -5 assert score("咻咻满 reaction 切片", duration=60) == -2 assert score("咻咻满 reaction 直播录像", duration=60) == -2 assert score("咻咻满 reaction", up_mid=37754047, duration=60) == 1 def test_date_negative(): assert score("咻咻满 reaction 2026-10-28 完整录播", duration=60) == -8 assert score("咻咻满 reaction 2026-10-28", duration=60) == -2 assert score("咻咻满 充电 10月25日", duration=60) == -2 disabled = dict(CLASSIFY, date_negative=False) assert score("咻咻满 reaction 2026-10-28", duration=60, classify=disabled) == 4 def test_multi_hit_survives_single_negative(): # 回归:命中 咻咻满+reaction+充电 的 204min reaction 标题,扣掉「切片」后仍应过线 title = "【充电2.0 | 咻咻满reaction】翻唱和直播切片完全是在开盲盒呀!不知道今天会开到哪一款" assert score(title, duration=204 * 60) == 5 assert score(title, duration=60) == 3 def main(): test_title_helpers() test_parse_duration() test_date_hits() test_hit_count_is_superlinear() test_reaction_requires_title() test_duration_boost() test_negative_and_self() test_date_negative() test_multi_hit_survives_single_negative() print("OK: 候选标题归一化、时长解析与分类打分测试全部通过") if __name__ == "__main__": main()