fix: run leaderboard stats in background
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@@ -104,6 +104,9 @@ export interface AdminLeaderboardResponse {
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range_days: number;
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since: string;
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until: string;
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status?: "ready" | "running" | "refreshing";
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generated_at?: string;
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message?: string;
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overview: AdminLeaderboardOverview;
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users_by_activity: AdminLeaderboardUser[];
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users_by_questions: AdminLeaderboardUser[];
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@@ -33,6 +33,10 @@ export function useUserLeaderboard(
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limit,
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],
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queryFn: () => getUserLeaderboard(range, limit),
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refetchInterval: (query) => {
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const status = query.state.data?.status;
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return status === "running" || status === "refreshing" ? 3000 : false;
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},
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});
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}
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@@ -1087,6 +1087,9 @@ export default function AdminUserLeaderboardPage() {
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}, [data, query, tab]);
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const overview = data?.overview;
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const leaderboardStatus = data?.status;
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const leaderboardPending = leaderboardStatus === "running" || leaderboardStatus === "refreshing";
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const leaderboardHasRows = rankedUsers.length > 0 || (overview?.total_runs ?? 0) > 0 || (overview?.total_users ?? 0) > 0;
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const topUsers = rankedUsers.slice(0, 3);
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const userPageCount = Math.max(1, Math.ceil(rankedUsers.length / LEADERBOARD_PAGE_SIZE));
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const visibleUsers = useMemo(() => {
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@@ -1446,8 +1449,29 @@ export default function AdminUserLeaderboardPage() {
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</div>
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)}
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{!isLoading && data && overview && (
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{!isLoading && !error && leaderboardPending && !leaderboardHasRows && (
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<div className="flex flex-col items-center justify-center gap-3 rounded-lg border border-[#F1D6D6] bg-white px-6 py-16 text-center text-sm text-[#5F6368] shadow-sm dark:border-[#462123] dark:bg-[#230D0F]">
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<div className="flex items-center gap-2 font-medium text-[#202124] dark:text-white">
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<Loader2 className="size-4 animate-spin text-[#C1121F]" />
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<span>排行榜正在后台统计</span>
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</div>
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<div className="max-w-lg text-xs leading-5 text-[#7A5A5A] dark:text-[#D8B8B8]">
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{data?.message || "统计任务已放到后台执行,页面会自动刷新结果。这样排行榜慢慢算,不会长时间占住当前接口请求。"}
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</div>
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</div>
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)}
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{!isLoading && data && overview && (!leaderboardPending || leaderboardHasRows) && (
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<>
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{leaderboardPending && leaderboardHasRows && (
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<div className="flex flex-wrap items-center justify-between gap-3 rounded-lg border border-[#FDE68A] bg-[#FFFBEB] px-4 py-3 text-sm text-[#92400E] dark:border-amber-200/25 dark:bg-amber-300/10 dark:text-amber-100">
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<div className="flex items-center gap-2">
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<Loader2 className="size-4 animate-spin" />
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<span>{data.message || "正在后台刷新排行榜,当前展示缓存结果。"}</span>
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</div>
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{data.generated_at && <span className="text-xs">缓存生成于 {fmtTime(data.generated_at)}</span>}
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</div>
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)}
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<div className="grid gap-3 md:grid-cols-2 xl:grid-cols-4">
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<StatCard icon={Users} accent="crimson" label="总用户" value={fmtNumber(overview.total_users)} note={`${fmtNumber(overview.active_users)} 位在当前时间段活跃`} />
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<StatCard icon={MousePointerClick} accent="teal" label="使用次数" value={fmtNumber(overview.total_runs)} note={`${fmtNumber(overview.total_threads)} 个会话被创建`} />
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@@ -18,6 +18,7 @@ import json
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import logging
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import os
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import re
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import time
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from collections.abc import AsyncIterator
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from difflib import SequenceMatcher
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from hashlib import sha256
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@@ -67,7 +68,14 @@ _LEADERBOARD_ACQUIRE_TIMEOUT_SECONDS = max(
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0.1,
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float(os.getenv("ADMIN_LEADERBOARD_ACQUIRE_TIMEOUT_SECONDS", "0.5")),
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)
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_LEADERBOARD_CACHE_TTL_SECONDS = max(
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5.0,
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float(os.getenv("ADMIN_LEADERBOARD_CACHE_TTL_SECONDS", "300")),
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)
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_leaderboard_semaphore = asyncio.Semaphore(_LEADERBOARD_MAX_CONCURRENT)
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_leaderboard_jobs: dict[str, asyncio.Task] = {}
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_leaderboard_cache: dict[str, dict] = {}
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_leaderboard_jobs_lock = asyncio.Lock()
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async def _require_admin(request: Request) -> None:
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@@ -154,6 +162,9 @@ class AdminLeaderboardResponse(BaseModel):
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range_days: int
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since: str
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until: str
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status: str = "ready"
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generated_at: str = ""
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message: str = ""
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overview: AdminLeaderboardOverview
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users_by_activity: list[AdminLeaderboardUser] = Field(default_factory=list)
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users_by_questions: list[AdminLeaderboardUser] = Field(default_factory=list)
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@@ -981,6 +992,169 @@ async def _query_overview(
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)
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def _empty_leaderboard_response(
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since_dt: datetime,
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until_dt: datetime,
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range_days: int,
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*,
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status: str,
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message: str,
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) -> AdminLeaderboardResponse:
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return AdminLeaderboardResponse(
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range_days=range_days,
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since=_iso(since_dt),
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until=_iso(until_dt),
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status=status,
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message=message,
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overview=AdminLeaderboardOverview(),
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)
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def _leaderboard_cache_key(
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*,
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since_dt: datetime,
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until_dt: datetime,
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limit: int,
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excluded: set[str],
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include_scheduled: bool,
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include_admins: bool,
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include_failed: bool,
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cleanup_system_questions: bool,
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) -> str:
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payload = {
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"version": 2,
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"since": _iso(since_dt),
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"until": _iso(until_dt),
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"limit": limit,
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"excluded": sorted(excluded),
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"include_scheduled": include_scheduled,
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"include_admins": include_admins,
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"include_failed": include_failed,
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"cleanup_system_questions": cleanup_system_questions,
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}
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return sha256(json.dumps(payload, sort_keys=True, ensure_ascii=False).encode("utf-8")).hexdigest()
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async def _build_user_leaderboard_response(
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session_factory,
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settings,
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since_dt: datetime,
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until_dt: datetime,
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range_days: int,
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limit: int,
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excluded: set[str],
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include_scheduled: bool,
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include_admins: bool,
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include_failed: bool,
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) -> AdminLeaderboardResponse:
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async with session_factory() as session:
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common = {
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"exclude_user_ids": excluded,
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"include_scheduled": include_scheduled,
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"include_admins": include_admins,
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"include_failed": include_failed,
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}
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tool_common = {
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"exclude_user_ids": excluded,
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"include_scheduled": include_scheduled,
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"include_admins": include_admins,
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}
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question_common = {
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**common,
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"cleanup_system_questions": settings.cleanup_system_questions,
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}
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overview = await _query_overview(session, since_dt, until_dt, **common)
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users = await _query_user_leaderboard(session, since_dt, until_dt, **common)
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skills = await _query_call_rankings(session, since_dt, until_dt, user_id=None, field="skill", limit=limit, **tool_common)
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tools = await _query_call_rankings(session, since_dt, until_dt, user_id=None, field="tool", limit=limit, **tool_common)
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models = await _query_model_rankings(session, since_dt, until_dt, user_id=None, limit=limit, **common)
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if not models:
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models = await _query_run_dimensions(session, since_dt, until_dt, user_id=None, field="model", limit=limit, **common)
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agents = await _query_run_dimensions(session, since_dt, until_dt, user_id=None, field="agent", limit=limit, **common)
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run_statuses = await _query_run_dimensions(session, since_dt, until_dt, user_id=None, field="status", limit=limit, **common)
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recent_questions = await _query_recent_questions(session, since_dt, until_dt, user_id=None, limit=limit, **question_common)
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frequent_questions = await _query_frequent_questions(session, since_dt, until_dt, limit=limit, **question_common)
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trends = await _query_trends(session, since_dt, until_dt, **common)
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return AdminLeaderboardResponse(
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range_days=range_days,
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since=_iso(since_dt),
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until=_iso(until_dt),
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status="ready",
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generated_at=_iso(datetime.utcnow()),
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overview=overview,
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users_by_activity=sorted(users, key=lambda u: (u.run_count + u.tool_call_count, u.total_tokens), reverse=True)[:limit],
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users_by_questions=sorted(users, key=lambda u: (u.qa_count, u.run_count), reverse=True)[:limit],
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users_by_tokens=sorted(users, key=lambda u: u.total_tokens, reverse=True)[:limit],
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skills=skills,
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tools=tools,
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models=models,
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agents=agents,
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run_statuses=run_statuses,
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recent_questions=recent_questions,
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frequent_questions=frequent_questions,
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trends=trends,
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)
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async def _refresh_leaderboard_cache(
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cache_key: str,
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*,
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session_factory,
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settings,
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since_dt: datetime,
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until_dt: datetime,
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range_days: int,
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limit: int,
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excluded: set[str],
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include_scheduled: bool,
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include_admins: bool,
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include_failed: bool,
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) -> None:
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acquired = False
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try:
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await _leaderboard_semaphore.acquire()
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acquired = True
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response = await asyncio.wait_for(
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_build_user_leaderboard_response(
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session_factory,
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settings,
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since_dt,
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until_dt,
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range_days,
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limit,
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excluded,
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include_scheduled,
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include_admins,
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include_failed,
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),
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timeout=_LEADERBOARD_TIMEOUT_SECONDS,
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)
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_leaderboard_cache[cache_key] = {
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"created_at": time.monotonic(),
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"response": response,
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}
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except asyncio.TimeoutError:
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logger.warning("Leaderboard refresh timed out for key=%s", cache_key)
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except Exception:
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logger.exception("Leaderboard refresh failed for key=%s", cache_key)
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finally:
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if acquired:
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_leaderboard_semaphore.release()
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async with _leaderboard_jobs_lock:
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_leaderboard_jobs.pop(cache_key, None)
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async def _ensure_leaderboard_refresh(cache_key: str, **kwargs) -> None:
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async with _leaderboard_jobs_lock:
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task = _leaderboard_jobs.get(cache_key)
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if task and not task.done():
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return
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_leaderboard_jobs[cache_key] = asyncio.create_task(
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_refresh_leaderboard_cache(cache_key, **kwargs)
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)
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@router.get("/leaderboard", response_model=AdminLeaderboardResponse)
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async def get_user_leaderboard(
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request: Request,
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@@ -999,6 +1173,69 @@ async def get_user_leaderboard(
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if session_factory is None:
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raise HTTPException(status_code=503, detail="Analytics requires database persistence")
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settings = load_system_settings().leaderboard
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since_dt, until_dt, range_days = _resolve_range(days, since, until)
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excluded = {uid for uid in settings.exclude_user_ids if uid}
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excluded.update({uid for uid in (exclude_user_ids or []) if uid})
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resolved_include_scheduled = settings.include_scheduled if include_scheduled is None else include_scheduled
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resolved_include_admins = settings.include_admins if include_admins is None else include_admins
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resolved_include_failed = settings.include_failed if include_failed is None else include_failed
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cache_key = _leaderboard_cache_key(
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since_dt=since_dt,
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until_dt=until_dt,
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limit=limit,
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excluded=excluded,
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include_scheduled=resolved_include_scheduled,
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include_admins=resolved_include_admins,
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include_failed=resolved_include_failed,
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cleanup_system_questions=settings.cleanup_system_questions,
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)
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cached = _leaderboard_cache.get(cache_key)
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if cached:
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response = cached["response"].model_copy()
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age = time.monotonic() - float(cached["created_at"])
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if age <= _LEADERBOARD_CACHE_TTL_SECONDS:
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response.status = "ready"
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return response
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response.status = "refreshing"
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response.message = "排行榜缓存已返回,后台正在刷新最新统计。"
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await _ensure_leaderboard_refresh(
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cache_key,
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session_factory=session_factory,
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settings=settings,
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since_dt=since_dt,
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until_dt=until_dt,
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range_days=range_days,
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limit=limit,
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excluded=excluded,
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include_scheduled=resolved_include_scheduled,
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include_admins=resolved_include_admins,
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include_failed=resolved_include_failed,
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)
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return response
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await _ensure_leaderboard_refresh(
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cache_key,
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session_factory=session_factory,
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settings=settings,
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since_dt=since_dt,
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until_dt=until_dt,
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range_days=range_days,
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limit=limit,
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excluded=excluded,
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include_scheduled=resolved_include_scheduled,
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include_admins=resolved_include_admins,
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include_failed=resolved_include_failed,
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)
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return _empty_leaderboard_response(
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since_dt,
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until_dt,
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range_days,
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status="running",
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message="排行榜统计已在后台运行。线上用户较多时会慢一些,页面会自动刷新结果。",
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)
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try:
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await asyncio.wait_for(
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_leaderboard_semaphore.acquire(),
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