feat(classify): tighten scoring with reaction co-occurrence and date negatives
强正向 reaction 需标题同时含 require_title;移除听/看等宽泛词,新增弱正向组;charge 命中>=2 记+3、==1 记+1;负向补充录播/录像并新增标题带日期强负向;时长仅在已命中 reaction/charge 时加权;discover 关键词改为单个咻咻满、pages=3、window_days=7,notify.min_score=4;同步示例配置、project.md/README 与相关测试。
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@@ -25,12 +25,11 @@ from .client_ip import (
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DEFAULT_CLASSIFY: dict[str, Any] = {
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"require_title": "咻咻满",
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"self_mid": 37754047,
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"positive": [
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"reaction", "re", "反应", "看", "听", "初听", "首次",
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"点评", "锐评", "路人", "震惊", "双人",
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],
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"charge": ["充电", "加急", "专场"],
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"negative": ["歌切", "切片", "纯享", "搬运", "完整版"],
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"reaction": ["reaction", "反应"],
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"charge": ["加急", "特急", "充电", "专场", "转场"],
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"weak_positive": ["双人", "路人", "第一次", "首次"],
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"negative": ["歌切", "切片", "纯享", "搬运", "完整版", "录播", "录像"],
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"date_negative": True,
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"duration_boost": {"gt_30min": 1, "gt_60min": 2},
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}
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@@ -87,11 +86,11 @@ DEFAULT_CONFIG: dict[str, Any] = {
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"candidate_ttl_days": 7,
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},
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"discover": {
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"keywords": ["咻咻满 reaction", "咻咻满 充电"],
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"pages": 2,
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"window_days": 14,
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"keywords": ["咻咻满"],
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"pages": 3,
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"window_days": 7,
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},
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"notify": {"min_score": 2, "max_items_per_message": 10},
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"notify": {"min_score": 4, "max_items_per_message": 10},
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"classify": DEFAULT_CLASSIFY,
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"heat_weights": DEFAULT_HEAT_WEIGHTS,
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"analytics": DEFAULT_ANALYTICS,
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@@ -500,8 +499,12 @@ def _build_config(data: Mapping[str, Any], path: Path) -> AppConfig:
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classify["self_mid"] = _as_int(
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classify.get("self_mid", 37754047), "classify.self_mid", minimum=1
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)
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for key in ("positive", "charge", "negative"):
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for key in ("reaction", "charge", "weak_positive", "negative"):
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classify[key] = _as_str_list(classify.get(key, []), f"classify.{key}")
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date_negative = classify.get("date_negative", True)
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if not isinstance(date_negative, bool):
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raise ConfigError("classify.date_negative 必须是布尔值")
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classify["date_negative"] = date_negative
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boost = classify.get("duration_boost", {})
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if not isinstance(boost, Mapping):
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raise ConfigError("classify.duration_boost 必须是对象")
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