refactor(bf-bot): 插件重构为 handlers/services/utils 分层，资源归入 res/
- 旧平铺模块（data/data_utils/database_op/image_builder*/get_bf6_data/ gametools_bf6/bf6_data/img_utils）拆分为 handlers（绑定/查询）、 services（fetchers/processing/query）、utils（渲染/参数）分层； 新增 repository.py / config.py / paths.py - 字体/图片/模板资源迁入 res/，新增 BF2042 卡面素材（bg/object_icon 等） - browser_ext/：BF2042 扩展捕获桥（WS 直连兜底通道）源码入库 - 新增 hexi/web/src/plugins/bf_bot 前端管理页 - 新增 tests：test_bf_bot_helpers / repository / tracker_api Co-Authored-By: Claude Code <noreply@anthropic.com>
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"""战绩加工：最佳武器/载具、载具摧毁数、六维雷达数据与称号评级。"""
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from functools import reduce
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from nonebot import logger
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from ..utils.params import SPECIALIST_NAMES, interval_table, round_data
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async def get_best_weapon_and_best_vehicle(player_stat):
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weapon = sorted(player_stat["weapons"], key=lambda k: k["kills"], reverse=True)[0]
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vehicle = sorted(player_stat["vehicles"], key=lambda k: k["kills"], reverse=True)[0]
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return weapon, vehicle
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async def get_best_classes(player_stat):
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classes_data = player_stat["classes"]
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data = [obj for obj in classes_data if obj.get("className") != "All"]
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best_classes = max(data, key=lambda x: x["kills"])
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best_classes_name = best_classes["className"]
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return best_classes_name
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async def get_vehicle_destroyed(player_stat):
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vehicle = reduce(lambda acc, x: acc + x["destroyed"], player_stat, 0)
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return vehicle
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async def stats_calculator(player_stat, game):
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per500_data = round_data[game]
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# 场次（无直接数值反馈，采用胜利数+失败数）
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match_played = player_stat["wins"] + player_stat["loses"]
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kd = player_stat["killDeath"]
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kpm = player_stat["killsPerMinute"]
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kill_assists = player_stat["killAssists"]
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if game == "bf3":
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headshots = float(0)
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else:
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headshots = float(player_stat["headshots"].replace("%", ""))
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spm = player_stat["scorePerMinute"]
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revives = player_stat["revives"]
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apr = kill_assists / match_played
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rpr = revives / match_played
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# 计算比值
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# kd
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ratio_kd = round(kd / per500_data["kd"], 2)
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# kpm
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ratio_kpm = round(kpm / per500_data["kpm"], 2)
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# 爆头率
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ratio_hs = round(headshots / 100 / per500_data["hs"], 2)
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# 场均救援
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ratio_rpr = round(rpr / per500_data["rpr"], 2)
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# 场均助攻
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ratio_apr = round(apr / per500_data["apr"], 2)
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# 分钟得分
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ratio_spm = round(spm / per500_data["spm"], 2)
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logger.info(
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"雷达图数据"
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f"\n生涯KD比值:{ratio_kd}\n生涯Kpm比值:{ratio_kpm}\n生涯准度比值:{ratio_hs}"
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f"\n场均救援比值:{ratio_rpr}\n场均助攻比值:{ratio_apr}\n分钟得分比值:{ratio_spm}"
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)
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stat_data = [ratio_kd, ratio_apr, ratio_hs, ratio_spm, ratio_kpm, ratio_rpr]
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# 血腥度 kd*0.5 + kpm *0.4 +hs*0.1
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player_blood = kd * 0.5 + kpm * 0.4 + headshots * 0.1
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ratio_blood = player_blood / per500_data["blood"]
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# 贡献度 场均助攻*0.4 + 场均救援*0.4 + spm*0.2
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player_dedication = rpr * 0.4 + apr * 0.4 + spm * 0.2
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ratio_dedication = player_dedication / per500_data["dedication"]
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# 全能度 血腥度*0.5 + 贡献度*0.5
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player_all_round = player_blood * 0.5 + player_dedication * 0.5
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ratio_all_round = player_all_round / per500_data["all_round"]
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logger.info(
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"称号评级数据"
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f"\n血腥度:{player_blood} 比值:{ratio_blood}"
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f"\n贡献度:{player_dedication} 比值:{ratio_dedication}"
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f"\n全能度:{player_all_round} 比值:{ratio_all_round}"
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)
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level_designation = get_level_designation(
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ratio_blood, ratio_dedication, ratio_all_round
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)
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return stat_data, level_designation
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def get_level_designation(blood, dedication, all_round):
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feature_type = ""
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final_max = max([blood, dedication, all_round])
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if final_max == blood:
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feature_type = "blood"
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elif final_max == dedication:
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feature_type = "dedication"
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elif final_max == all_round:
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feature_type = "all_round"
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logger.info(f"最高能力:{feature_type}")
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logger.info(f"最高能力值:{final_max}")
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final_info = get_feature(final_max, feature_type)
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return final_info
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def get_feature(value, feature_type):
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"""根据输入值和数值类别，返回对应特征值"""
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for (low, high), features in interval_table.items():
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if low <= value < high:
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return features[feature_type]
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raise ValueError(f"数值 {value} 不在任何区间内")
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# --------------------------------------------------------------------------- #
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# BF2042 生涯卡数据（旧 project 卡片槽位 → tracker.gg 数据映射）
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# --------------------------------------------------------------------------- #
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_PLACEHOLDER = "–"
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def _seg_stat(seg: dict, *keys):
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"""从段 stats 取第一个命中的显示值（displayValue 优先）。"""
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stats = (seg or {}).get("stats") or {}
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for key in keys:
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entry = stats.get(key)
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if isinstance(entry, dict):
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dv = entry.get("displayValue")
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if dv is not None:
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return dv
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v = entry.get("value")
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if v is not None:
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return v
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elif entry is not None:
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return entry
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return _PLACEHOLDER
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def _seg_value(seg: dict, *keys) -> float:
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stats = (seg or {}).get("stats") or {}
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for key in keys:
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entry = stats.get(key)
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if isinstance(entry, dict) and entry.get("value") is not None:
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return float(entry["value"])
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return 0.0
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def _fmt_minutes_hours(minutes: float) -> str:
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"""tracker timePlayed(分钟) → "X.XX" 小时字符串（旧卡习惯）。"""
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try:
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return f"{float(minutes) / 60:.2f}"
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except (TypeError, ValueError):
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return _PLACEHOLDER
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def _s_level(level) -> str:
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"""等级 S 前缀：tracker 的 298 → 'S199'（与旧 gametools 一致）。"""
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try:
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lv = int(level)
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except (TypeError, ValueError):
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return str(level)
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return f"S{lv - 99}" if lv - 99 > 0 else str(lv)
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def _top_rows(segments: list[dict], top: int) -> list[dict]:
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"""武器/载具段 → 卡片 TOP 行（按击杀降序）。"""
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ranked = sorted(segments or [], key=lambda s: _seg_value(s, "kills"), reverse=True)
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rows = []
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for seg in ranked[:top]:
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meta = seg.get("metadata") or {}
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rows.append(
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{
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"名称": (meta.get("name") or "").strip() or _PLACEHOLDER,
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"类别": meta.get("category") or "",
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"击杀": _seg_stat(seg, "kills"),
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"爆头率": _seg_stat(seg, "headshotPercentage"),
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"命中率": _seg_stat(seg, "shotsAccuracy"),
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"KPM": _seg_stat(seg, "killsPerMinute"),
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"时长": _fmt_minutes_hours(_seg_value(seg, "timePlayed")),
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"摧毁": _seg_stat(seg, "destroyedWith"),
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# 原始值给排序/调试用
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"_kills": _seg_value(seg, "kills"),
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}
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)
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return rows
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def build_bf2042_career_card(
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profile: dict,
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weapon_segs: list[dict] | None,
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vehicle_segs: list[dict] | None,
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soldier_segs: list[dict] | None = None,
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) -> dict:
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"""tracker.gg 数据 → 旧卡片字段契约(dev/bf2042 的 data 结构)。
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字段名沿用旧版(userName/killDeath/infantryKillDeath/secondsPlayed/
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dividedKills/humanPrecentage/weapons[].headshots 等),渲染层照旧坐标绘制;
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tracker 没有的数据(命中率/mvp/标记敌人数/处决等)填占位符 "–"。
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"""
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data = (profile or {}).get("data") or {}
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segments = data.get("segments") or []
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overview = next((s for s in segments if s.get("type") == "overview"), {})
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info = data.get("platformInfo") or {}
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kills = _seg_value(overview, "kills")
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kd = _seg_value(overview, "kdRatio")
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kpm = _seg_value(overview, "killsPerMinute")
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human_kills = _seg_value(overview, "humanKills")
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human_per = round(100.0 * human_kills / kills, 1) if kills else 0.0
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ratio = (human_kills / kills) if kills else 0.0
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level = _seg_stat(overview, "level")
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try:
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level_s = int(level) - 99
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level = f"S {level_s:03d}" if level_s > 0 else f"{int(level):03d}"
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except (TypeError, ValueError):
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level = str(level)
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# 真实 K/D、真实 KPM(旧卡算法:按"对人击杀占比"折算)
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real_kd = round(kd * ratio, 2)
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real_kpm = round(kpm * ratio, 2)
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# 最佳专家(soldier 段→旧 classes/characterName 结构)
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best = None
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ranked = sorted(
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soldier_segs or [], key=lambda s: _seg_value(s, "kills"), reverse=True
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)
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if ranked:
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seg = ranked[0]
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raw_name = ((seg.get("metadata") or {}).get("name") or "").strip()
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best = {
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"characterName": raw_name,
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"displayName": SPECIALIST_NAMES.get(raw_name, raw_name),
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"className": (seg.get("metadata") or {}).get("category") or "",
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"kills": _seg_stat(seg, "kills"),
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"kpm": _seg_stat(seg, "killsPerMinute"),
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"killDeath": _seg_stat(seg, "kdRatio"),
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"secondsPlayed": round(_seg_value(seg, "timePlayed")),
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}
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# 鉴定文案(旧阈值)
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if kpm > 1.00 and kd > 2 and real_kd > 1.5:
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verdict, verdict_color = "Pro哥\n你带我走吧T_T", "gold"
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else:
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verdict, verdict_color = "薯薯\n别拷打我了哥>_<", "skyblue"
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def _objects(segs: list[dict], name_key: str, is_vehicle: bool) -> list[dict]:
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rows = []
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for seg in sorted(
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segs or [], key=lambda x: _seg_value(x, "kills"), reverse=True
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)[:5]:
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meta = seg.get("metadata") or {}
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rows.append(
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{
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name_key: (meta.get("name") or "").strip(),
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"type": meta.get("category") or "",
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"kills": _seg_stat(seg, "kills"),
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"headshots": _seg_stat(seg, "headshotPercentage"),
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"accuracy": _seg_stat(seg, "shotsAccuracy"),
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"killsPerMinute": _seg_stat(seg, "killsPerMinute"),
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"timeEquipped": round(_seg_value(seg, "timePlayed")),
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"destroyed": _seg_stat(seg, "destroyedWith") if is_vehicle else "–",
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}
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)
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return rows
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return {
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"userName": info.get("platformUserHandle") or _PLACEHOLDER,
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"platform": info.get("platformSlug") or "origin",
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"level": level,
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"secondsPlayed": int(_seg_value(overview, "timePlayed") // 3600),
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"matchesPlayed": _seg_stat(overview, "matches"),
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"mvp": "–", # tracker 无
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"bestSquad": "–", # tracker 无
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"playerTakeDowns": _seg_stat(overview, "meleeKills"),
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"kills": _seg_stat(overview, "kills"),
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"deaths": _seg_stat(overview, "deaths"),
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"killDeath": _seg_stat(overview, "kdRatio"),
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"infantryKillDeath": round(kd * ratio, 2),
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"killsPerMinute": _seg_stat(overview, "killsPerMinute"),
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"killsPerMatch": _seg_stat(overview, "killsPerMatch"),
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"headShots": _seg_stat(overview, "headshotPercentage"),
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"accuracy": "–", # tracker overview 无整体命中率
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"winPercent": _seg_stat(overview, "wlPercentage"),
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"humanPrecentage": f"{human_per}%",
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"dividedKills": {
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"ai": _seg_stat(overview, "aiKills"),
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"vehicle": _seg_stat(overview, "vehicleKills"),
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"longDistance": "–", # tracker 无
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"inRound": {"longDistance": "–"},
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},
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"revives": _seg_stat(overview, "revives"),
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"enemiesSpotted": "–", # tracker 无
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"vehiclesDestroyed": _seg_stat(overview, "vehiclesDestroyed"),
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"bestClass": best,
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"realKd": real_kd,
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"realKpm": real_kpm,
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"verdict": verdict,
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"verdictColor": verdict_color,
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"weapons": _objects(weapon_segs or [], "weaponName", False),
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"vehicles": _objects(vehicle_segs or [], "vehicleName", True),
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}
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