finchal / app /main.py
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hold the luck-ceiling verdict until the sample is deep enough
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# -*- coding: utf-8 -*-
"""FINCHAL ์„œ๋ฒ„ โ€” REST + MCP๋ฅผ ํ•œ ํ”„๋กœ์„ธ์Šค์—์„œ ์„œ๋น™ํ•œ๋‹ค.
REST ๋Š” ์‚ฌ๋žŒ๊ณผ ์›น ํ™”๋ฉด์ด ์“ฐ๊ณ , MCP ๋Š” ์—์ด์ „ํŠธ๊ฐ€ ์“ด๋‹ค.
๋‘˜์ด ๊ฐ™์€ ์›์žฅยท๊ฐ™์€ ์ฑ„์ ๊ธฐ๋ฅผ ๋ณธ๋‹ค. ๊ฒฝ๋กœ๊ฐ€ ๊ฐˆ๋ฆฌ๋ฉด ์„ฑ์ ์ด ๊ฐˆ๋ฆฐ๋‹ค.
"""
import os, sys, json, time, base64, hmac, hashlib, secrets, urllib.parse, urllib.request
import numpy as np, pandas as pd
from fastapi import FastAPI, Request, Header, HTTPException
from fastapi.responses import (JSONResponse, PlainTextResponse, FileResponse,
RedirectResponse)
from fastapi.staticfiles import StaticFiles
HERE = os.path.dirname(os.path.abspath(__file__))
sys.path[:0] = [HERE, os.path.dirname(HERE)]
import seasons as S
import scoring as SC
import reference as RF
import ledger as L
import mcp as MCP
import fetch as FE
import i18n as I
import baselines as BL
CEIL = json.load(open(os.path.join(os.path.dirname(HERE), "announce_ceiling.json"),
encoding="utf-8"))["ceiling"]
# โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ Hugging Face ๋กœ๊ทธ์ธ โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
# ์‹ ์›์€ ์ฐธ๊ฐ€์ž๊ฐ€ ์œ„์กฐํ•  ์ˆ˜ ์—†๋Š” ๊ณณ์—์„œ ์™€์•ผ ํ•œ๋‹ค. ์ž์œ  ์ž…๋ ฅ ID๋ฅผ ๋‘๋ฉด
# ๋‚จ์˜ ์ด๋ฆ„์œผ๋กœ ์ œ์ถœํ•  ์ˆ˜ ์žˆ๊ณ , ๊ทธ๋Ÿฌ๋ฉด ์ˆœ์œ„ํ‘œ๊ฐ€ ์˜๋ฏธ๋ฅผ ์žƒ๋Š”๋‹ค.
OAUTH_ID = os.environ.get("OAUTH_CLIENT_ID", "")
OAUTH_SECRET = os.environ.get("OAUTH_CLIENT_SECRET", "")
OAUTH_ISS = os.environ.get("OPENID_PROVIDER_URL", "https://huggingface.co")
SPACE_HOST = os.environ.get("SPACE_HOST", "")
COOKIE = "finchal_session"
# ๋‹ค๋ฅธ ์ถœ์ฒ˜์˜ iframe ์•ˆ์—์„œ ๋œจ๋ฏ€๋กœ ์šฐ๋ฆฌ ์ฟ ํ‚ค๋Š” 3์ž ์ฟ ํ‚ค๋‹ค. Lax ๋Š” ๊ฑฐ๊ธฐ์„œ ๋ฒ„๋ ค์ง€๊ณ 
# None ์€ Secure ๋ฅผ ์š”๊ตฌํ•˜๋ฉฐ Secure ๋Š” HTTPS ๋ฅผ ์š”๊ตฌํ•œ๋‹ค โ€” Space ์—์„œ๋Š” ์ฐธ, ๋กœ์ปฌ์—์„œ๋Š” ๊ฑฐ์ง“.
IN_FRAME = bool(SPACE_HOST)
COOKIE_KW = ({"samesite": "none", "secure": True} if IN_FRAME
else {"samesite": "lax", "secure": False})
# ๐Ÿ”ด ์žฌ์‹œ์ž‘ํ•  ๋•Œ๋งˆ๋‹ค ๋ฐ”๋€Œ๋ฉด ๋ชจ๋“  ์„ธ์…˜์ด ๋Š๊ธด๋‹ค. Space ๋ณ€์ˆ˜๋กœ ๊ณ ์ •ํ•  ๊ฒƒ.
SESSION_KEY = os.environ.get("FINCHAL_SESSION_KEY") or secrets.token_hex(16)
app = FastAPI(title="FINCHAL")
S1 = S.SEASONS[1]
# ๊ฐœ๋ฐœ ์ค‘ ํ™”๋ฉด ํ™•์ธ์šฉ. ์‹œ์ฆŒ ๊ฐœ๋ง‰์ผ์—๋Š” ์ฑ„์ ํ•  ๊ตฌ๊ฐ„์ด ์—†์–ด ์ฐจํŠธ์™€ ์ˆœ์œ„๊ฐ€ ๋น„๋ฏ€๋กœ,
# ๊ฐœ๋ง‰ ์ „์— ํ™”๋ฉด์„ ๊ฒ€์ฆํ•˜๋ ค๋ฉด ์‹œ์ž‘์ผ์„ ์•ž๋‹น๊ฒจ ๋„์šด๋‹ค.
if os.environ.get("FINCHAL_OPENS"):
S1 = dict(S1, opens=os.environ["FINCHAL_OPENS"])
ASSETS = S1["assets"]
_PX = {"at": 0.0, "d": {}}
TTL = 900
_SRC = {}
def prices(asset, interval="1d", bars=800):
"""๊ฐ€๊ฒฉ ์บ์‹œ. ์–ด๋А ์†Œ์Šค๊ฐ€ ์‚ด์•„ ์žˆ๋“  ์ด ํ•จ์ˆ˜ ๋ฐ–์—์„œ๋Š” ์‹ ๊ฒฝ ์“ฐ์ง€ ์•Š๋Š”๋‹ค."""
k = "%s|%s" % (asset, interval)
if time.time() - _PX["at"] > TTL:
_PX["d"].clear(); _PX["at"] = time.time()
if k not in _PX["d"]:
s, src, trail = FE.daily(asset, 2200)
_SRC[asset] = {"source": src, "trail": trail,
"bars": 0 if s is None else len(s)}
if s is None:
# ๐Ÿ”ด ๋นˆ ์‹œ๋ฆฌ์ฆˆ๋ฅผ ์บ์‹œ์— ๋„ฃ์œผ๋ฉด TTL ๋™์•ˆ ๊ณ„์† ๋นˆ ๊ฐ’์„ ์ค€๋‹ค.
# ์†Œ์Šค๊ฐ€ ์ž ๊น ๋ง‰ํžŒ ๊ฒƒ๊ณผ ์˜์˜ ๋ง‰ํžŒ ๊ฒƒ์„ ๊ตฌ๋ถ„ํ•ด์•ผ ํ•œ๋‹ค.
return pd.Series(dtype=float)
_PX["d"][k] = s
return _PX["d"][k].iloc[-bars:]
_HX = {"at": 0.0, "d": {}}
def hourly_px(asset):
"""์‹œ๊ฐ„๋ด‰ ์บ์‹œ. ์ฑ„์  ๊ฒฉ์ž๊ฐ€ ์ด๊ฑธ ์“ด๋‹ค."""
if time.time() - _HX["at"] > 600:
_HX["d"].clear(); _HX["at"] = time.time()
if asset not in _HX["d"]:
_HX["d"][asset] = FE.hourly(asset, 2000)
return _HX["d"][asset]
def season_px(asset):
"""์‹œ์ฆŒ ๊ฐœ๋ง‰ ์ดํ›„ ๊ตฌ๊ฐ„. ์ฑ„์ ๊ณผ ๊ธฐ์ค€๋ถ„ํฌ๊ฐ€ ์ด๊ฑธ ๋ณธ๋‹ค.
๐Ÿ”‘ ์‹œ๊ฐ„๋ด‰์ด ์žˆ์œผ๋ฉด ์‹œ๊ฐ„๋ด‰์œผ๋กœ ์žฐ๋‹ค. ์ผ๋ด‰์œผ๋กœ ์ฑ„์ ํ•˜๋ฉด ๊ฐœ๋ง‰์ผ์— ํ•˜๋ฃจ๋ฅผ
ํ†ต์งธ๋กœ ๊ธฐ๋‹ค๋ ค์•ผ ์ฒซ ์ˆ˜์ต๋ฅ ์ด ๋‚˜์˜ค๋Š”๋ฐ, ๊ทœ์น™์€ '๋งค์‹œ๊ฐ„ ๊ฐฑ์‹  ๊ฐ€๋Šฅ'์ด๋ผ๊ณ 
๋งํ•˜๊ณ  ์žˆ๋‹ค. ์žฌ๋Š” ๋‹จ์œ„์™€ ์•ฝ์†ํ•œ ๋‹จ์œ„๊ฐ€ ๋‹ค๋ฅด๋ฉด ์•ˆ ๋œ๋‹ค.
์‹œ๊ฐ„๋ด‰์ด ์•„์ง ์—†๋Š” ์ข…๋ชฉ์€ ์ผ๋ด‰์œผ๋กœ ๋‚ด๋ ค๊ฐ„๋‹ค โ€” ๋น„์–ด ์žˆ๋Š” ๊ฒƒ๋ณด๋‹ค ๋‚ซ๋‹ค.
"""
op = pd.Timestamp(S1["opens"])
h = hourly_px(asset)
if h is not None and len(h):
sub = h[h.index >= op]
if len(sub) >= 2:
return sub
d = prices(asset, "1d", 2000)
return d[d.index >= op]
def rules_doc(lang="ko"):
T = lambda d: I.t(d, lang)
return {
"lang": lang,
"season": S1["name"], "opens": S1["opens"], "closes": S1["closes"],
"days": (pd.Timestamp(S1["closes"]) - pd.Timestamp(S1["opens"])).days,
"prize": T(I.RULES["prize"]) % (S1["prize_usd_per_asset"],
S1["prize_total_usd"]),
"leverage": T(I.RULES["leverage"]),
"update": T(I.RULES["update"]),
"fees": {k: SC.fee_of(k) for k in ASSETS},
"fee_note": T(I.RULES["fee_note"]),
"scoring": T(I.RULES["scoring"]),
"participation": T(I.RULES["participation"]),
"assets": {k: {"label": T(I.ASSET[k]["label"]), "why": T(I.ASSET[k]["why"]),
"vol_annual": v["vol"], "hours": v["hours"]}
for k, v in ASSETS.items()},
"types": {k: I.t(v, lang) for k, v in I.TYPE.items()},
"warning": T(I.RULES["warning"]),
"manifesto": T(I.MANIFESTO["title"]) + " โ€” " + T(I.MANIFESTO["sub"]),
# ์šด์˜ ํ•œ๊ณ„์„ . ์‹ค๋ ฅ 0 ์ฐธ๊ฐ€์ž๋ฅผ 20,000ํšŒ ๋Œ๋ ค ๋‚ธ ์ƒ์œ„ 5% ์ง€์ ์ด๋‹ค.
# ์ด ๊ฐ’ ์•„๋ž˜์˜ ์ˆ˜์ต์€ ์šด์œผ๋กœ๋„ ์„ค๋ช…๋œ๋‹ค.
"luck_ceiling": {k: round(v["p95"], 4) for k, v in CEIL.items()},
"luck_note": T(I.RULES["luck_note"]),
}
def _sign(payload):
raw = base64.urlsafe_b64encode(json.dumps(payload).encode()).decode().rstrip("=")
sig = hmac.new(SESSION_KEY.encode(), raw.encode(), hashlib.sha256).hexdigest()[:32]
return raw + "." + sig
def _unsign(token):
try:
raw, sig = (token or "").rsplit(".", 1)
except ValueError:
return None
good = hmac.new(SESSION_KEY.encode(), raw.encode(), hashlib.sha256).hexdigest()[:32]
if not hmac.compare_digest(sig, good):
return None
pad = "=" * (-len(raw) % 4)
try:
return json.loads(base64.urlsafe_b64decode(raw + pad))
except Exception:
return None
def current_user(request):
return _unsign(request.cookies.get(COOKIE))
def _redirect_uri(request):
if SPACE_HOST:
return "https://%s/auth/callback" % SPACE_HOST
return str(request.base_url).rstrip("/") + "/auth/callback"
def lang_of(request, explicit=None):
"""๋ธŒ๋ผ์šฐ์ € ์–ธ์–ด๋ฅผ ์ž๋™ ์‹๋ณ„ํ•œ๋‹ค. ์‚ฌ์šฉ์ž๊ฐ€ ๊ณ ๋ฅธ ๊ฐ’์ด ์žˆ์œผ๋ฉด ๊ทธ๊ฒŒ ์ด๊ธด๋‹ค."""
return I.pick(request.headers.get("accept-language"),
explicit or request.cookies.get("finchal_lang")
or request.query_params.get("lang"))
def me_from(key, lang="ko"):
u = L.user_by_key(key or "")
if not u:
raise PermissionError(I.t(I.HINT["need_key"], lang))
return u
def score_asset(asset):
"""๊ทธ ์ข…๋ชฉ ์ฐธ๊ฐ€์ž ์ „์›์„ ์ฑ„์ ํ•œ๋‹ค. ๊ธฐ์ค€๋ถ„ํฌ๋Š” ์‹œ์ฆŒ ์‹ค์ œ ๊ฒฝ๋กœ๋กœ ๋งŒ๋“ ๋‹ค."""
px = season_px(asset)
if len(px) < 2:
# ๐Ÿ”ด ๊ฐœ๋ง‰์ผ์—๋Š” ์ฑ„์ ํ•  ๊ตฌ๊ฐ„์ด ์—†๋‹ค. ๊ทธ๋ ‡๋‹ค๊ณ  ๋นˆ ํ‘œ๋ฅผ ๋‚ด๋ณด๋‚ด๋ฉด
# ์ด๋ฏธ ์ ‘์ˆ˜ํ•œ ์ฐธ๊ฐ€์ž์—๊ฒŒ "์•„๋ฌด๋„ ์—†๋‹ค"๊ณ  ๋งํ•˜๋Š” ์…ˆ์ด๊ณ , ๋ฐฉ๋ฌธ์ž์—๊ฒŒ๋Š”
# ๊ณ ์žฅ์œผ๋กœ ๋ณด์ธ๋‹ค. ์ ‘์ˆ˜๋œ ์‚ฌ์‹ค์€ ๊ทธ๋Œ€๋กœ ๋ณด์—ฌ ์ฃผ๊ณ  ์ˆ˜์น˜๋งŒ ๋น„์›Œ ๋‘”๋‹ค.
users = {u["user"]: u for u in L.all_users()}
seen, out = set(), []
for r in L.positions(asset):
seen.add(r["u"])
for uid in seen:
u = users.get(uid, {})
last = L.latest(asset, uid)
out.append({"user": uid, "strategy": u.get("strategy", "-"),
"type": u.get("type", "agent"),
"joined": u.get("joined", ""),
"ret": None, "score": None, "luck_p95": None,
"turnover": None, "fee_paid": None, "valid": None,
"position": last["p"] if last else None,
"pending": True,
"n_sub": len(L.positions(asset, uid))})
out.sort(key=lambda x: x["joined"])
for i, r in enumerate(out, 1):
r["rank"] = i
return out
fee = SC.fee_of(asset)
# ๐Ÿ”ด ํ‘œ๋ณธ์ด ์–‡์œผ๋ฉด ์‹ค์‹œ๊ฐ„ ๊ธฐ์ค€๋ถ„ํฌ์˜ ํญ์ด ๊ฑฐ์˜ 0์ด๋ผ, ์†์‹ค์„ ๋‚ธ ์ฐธ๊ฐ€์ž์—๊ฒŒ๋„
# '์šด์˜ ํ•œ๊ณ„์„  ๋ŒํŒŒ'๊ฐ€ ๋ถ™๋Š”๋‹ค. ์‹ค์ œ๋กœ ๊ธˆ์—์„œ โˆ’0.033%์— ํ‘œ์‹œ๊ฐ€ ๋ถ™์—ˆ๋‹ค.
# ์žก์Œ์„ ์„ฑ์ ์œผ๋กœ ๋ณด์—ฌ์ฃผ๋Š” ๊ฒƒ์ด ์ด ๋Œ€ํšŒ๊ฐ€ ์—†์• ๋ ค๋Š” ๋ฌธ์ œ ๊ทธ ์ž์ฒด์ด๋ฏ€๋กœ,
# ๊ตฌ๊ฐ„์ด ์ถฉ๋ถ„ํžˆ ์Œ“์ด๊ธฐ ์ „์—๋Š” ํŒ์ • ์ž์ฒด๋ฅผ ๋‚ด๋ฆฌ์ง€ ์•Š๋Š”๋‹ค.
span_days = (px.index[-1] - px.index[0]).days
luck_ready = span_days >= 5 and len(px) >= 30
recs = L.positions(asset)
rows = []
by_user = {}
for r in recs:
by_user.setdefault(r["u"], {})[pd.Timestamp(r["t"]).tz_localize(None)] = r["p"]
users = {u["user"]: u for u in L.all_users()}
for uid, pos in by_user.items():
ret = SC.total_return(pos, px, asset)
expo = float(np.abs(pd.Series(pos).reindex(
px.index, method="ffill").fillna(0.0)).mean())
refv = RF.live(px, fee, expo=max(expo, 0.05), n=3000)
u = users.get(uid, {})
rows.append({
"user": uid, "strategy": u.get("strategy", "-"),
"type": u.get("type", "agent"),
"joined": u.get("joined", ""),
"ret": ret, "score": SC.score(ret, refv),
"luck_p95": float(np.percentile(refv, 95)),
"luck_ready": luck_ready, "span_days": span_days,
"turnover": SC.turnover(pos, px),
"fee_paid": SC.fee_paid(pos, px, asset),
"valid": SC.valid_ratio(pos, px),
"n_sub": len(L.positions(asset, uid)),
})
rows.sort(key=lambda x: -x["ret"])
for i, r in enumerate(rows, 1):
r["rank"] = i
return rows
_SC = {}
SC_TTL = 300
def score_cached(asset):
"""์ฑ„์ ์€ ์ฐธ๊ฐ€์ž๋งˆ๋‹ค ๊ธฐ์ค€๋ถ„ํฌ 3,000๊ฒฝ๋กœ๋ฅผ ๋Œ๋ฆฐ๋‹ค. ๋งค ์š”์ฒญ๋งˆ๋‹ค ํ•˜๋ฉด ํ™”๋ฉด์ด ์ฃฝ๋Š”๋‹ค."""
e = _SC.get(asset)
if e and time.time() - e[0] < SC_TTL:
return e[1]
r = score_asset(asset)
_SC[asset] = (time.time(), r)
return r
def curves(asset, top=12):
"""์ฐธ๊ฐ€์ž๋ณ„ ๋ˆ„์  ์ˆ˜์ต๋ฅ  ๊ณก์„ . ํ™”๋ฉด์˜ ๊บพ์€์„  ๊ทธ๋ž˜ํ”„๊ฐ€ ์ด๊ฑธ ๊ทธ๋ฆฐ๋‹ค."""
px = season_px(asset)
if len(px) < 2:
return {"t": [], "series": []}
rows = score_cached(asset)
users = {u["user"]: u for u in L.all_users()}
keep = [r["user"] for r in rows[:top]]
ser = []
for uid in keep:
pos = {}
for r in L.positions(asset, uid):
pos[pd.Timestamp(r["t"]).tz_localize(None)] = r["p"]
if not pos:
continue
eq, _ = SC.equity(pos, px, asset)
u = users.get(uid, {})
ser.append({"user": uid, "strategy": u.get("strategy", "-"),
"type": u.get("type", "agent"),
"v": [round(float(x - 1) * 100, 4) for x in eq]})
# ์‹œ์žฅ ์ž์ฒด๋„ ํ•œ ์ค„๋กœ ๊น”์•„ ์ค€๋‹ค โ€” ์ฐธ๊ฐ€์ž๊ฐ€ ๋ฌด์—‡์„ ์ด๊ฒจ์•ผ ํ•˜๋Š”์ง€ ๋ณด์ด๊ฒŒ
mk = (px / px.iloc[0] - 1) * 100
return {"t": [t.isoformat() for t in px.index],
"market": [round(float(x), 4) for x in mk],
"series": ser}
# โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ REST โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
@app.get("/api/rules")
def api_rules(request: Request, lang: str = None):
return {"ok": True, **rules_doc(lang_of(request, lang))}
@app.get("/api/me")
def api_me(request: Request):
u = current_user(request)
out = {"signed_in": bool(u), "user": u,
"oauth_configured": bool(OAUTH_ID and OAUTH_SECRET),
"lang": lang_of(request)}
if u:
# ๋กœ๊ทธ์ธํ•œ ์‚ฌ๋žŒ์€ ๋“ฑ๋ก์„ ๋”ฐ๋กœ ํ•  ํ•„์š”๊ฐ€ ์—†๋‹ค. ํ‚ค๋ฅผ ๋ฐ”๋กœ ์ค€๋‹ค.
out["key"] = L.make_key(u["name"])
rec = next((x for x in L.all_users() if x["user"] == u["name"]), None)
out["strategy"] = (rec or {}).get("strategy", "")
out["joined"] = (rec or {}).get("joined")
return out
@app.get("/login")
def login(request: Request):
if not (OAUTH_ID and OAUTH_SECRET):
raise HTTPException(503, "OAuth is not configured (needs hf_oauth in README)")
state = secrets.token_urlsafe(16)
q = urllib.parse.urlencode({
"client_id": OAUTH_ID, "redirect_uri": _redirect_uri(request),
"response_type": "code", "scope": "openid profile", "state": state})
r = RedirectResponse("%s/oauth/authorize?%s" % (OAUTH_ISS.rstrip("/"), q))
# ์ œ๊ณต์ž๊ฐ€ ๋˜๋Œ๋ ค์ฃผ๋Š” state ๋ฅผ ์ด ์ฟ ํ‚ค์™€ ๋Œ€์กฐํ•˜๋Š” ๊ฒƒ์ด,
# ์ œ3์ž๊ฐ€ ๋‚จ์˜ ๋กœ๊ทธ์ธ์„ ๊ฐ€๋กœ์ฑ„ ์™„๋ฃŒํ•˜๋Š” ๊ฒƒ์„ ๋ง‰๋Š” ์œ ์ผํ•œ ์ˆ˜๋‹จ์ด๋‹ค.
r.set_cookie("finchal_state", state, max_age=600, httponly=True, **COOKIE_KW)
return r
@app.get("/auth/callback")
def callback(request: Request, code: str = "", state: str = ""):
lang = lang_of(request)
saved = request.cookies.get("finchal_state")
if not code:
raise HTTPException(400, "No authorization code โ€” please sign in again")
if not saved:
# ์ฟ ํ‚ค๊ฐ€ ์ €์žฅ๋˜์ง€ ์•Š์€ ๊ฒƒ์ด๋‹ค. ์œ„์กฐ๊ฐ€ ์•„๋‹ˆ๋ผ ๋ธŒ๋ผ์šฐ์ € ์ •์ฑ… ๋ฌธ์ œ๋‹ค.
raise HTTPException(400, (
"๋ธŒ๋ผ์šฐ์ €๊ฐ€ ์ฟ ํ‚ค๋ฅผ ์ €์žฅํ•˜์ง€ ๋ชปํ–ˆ์Šต๋‹ˆ๋‹ค. ์ด ํŽ˜์ด์ง€๋ฅผ ์ƒˆ ํƒญ์—์„œ ์ง์ ‘ ์—ด๊ณ "
"(.hf.space ์ฃผ์†Œ) ๋‹ค์‹œ ๋กœ๊ทธ์ธํ•ด ์ฃผ์„ธ์š”. 3์ž ์ฟ ํ‚ค ์ฐจ๋‹จ์ด ์›์ธ์ผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค."
if lang == "ko" else
"Your browser did not store the cookie. Open this page directly in a new tab "
"(the .hf.space address) and sign in again โ€” third-party cookie blocking is "
"the usual cause."))
if state != saved:
raise HTTPException(400, "Sign-in state mismatch โ€” please try again")
body = urllib.parse.urlencode({
"client_id": OAUTH_ID, "client_secret": OAUTH_SECRET,
"grant_type": "authorization_code", "code": code,
"redirect_uri": _redirect_uri(request)}).encode()
tr = urllib.request.Request(OAUTH_ISS.rstrip("/") + "/oauth/token", data=body,
headers={"Content-Type": "application/x-www-form-urlencoded"})
with urllib.request.urlopen(tr, timeout=20) as r:
tok = json.loads(r.read().decode())
ur = urllib.request.Request(OAUTH_ISS.rstrip("/") + "/oauth/userinfo",
headers={"Authorization": "Bearer " + tok["access_token"]})
with urllib.request.urlopen(ur, timeout=20) as r:
ui = json.loads(r.read().decode())
user = {"name": ui.get("preferred_username") or ui.get("name"),
"picture": ui.get("picture"), "at": int(time.time())}
resp = RedirectResponse("/")
resp.set_cookie(COOKIE, _sign(user), max_age=60 * 60 * 24 * 14,
httponly=True, **COOKIE_KW)
resp.delete_cookie("finchal_state")
return resp
@app.get("/logout")
def logout():
r = RedirectResponse("/")
r.delete_cookie(COOKIE)
return r
@app.get("/api/lang/{code}")
def set_lang(code: str):
"""์–ธ์–ด ์„ ํƒ์„ ๊ธฐ์–ตํ•œ๋‹ค. ์ž๋™ ์‹๋ณ„๋ณด๋‹ค ์‚ฌ์šฉ์ž์˜ ์„ ํƒ์ด ์šฐ์„ ํ•œ๋‹ค."""
if code not in I.LANGS:
return JSONResponse({"ok": False, "error": "unknown language"}, 400)
r = JSONResponse({"ok": True, "lang": code})
r.set_cookie("finchal_lang", code, max_age=60 * 60 * 24 * 365, **COOKIE_KW)
return r
@app.get("/api/data")
def api_data(asset: str, bars: int = 500, interval: str = "1d"):
if asset not in ASSETS:
return JSONResponse({"ok": False, "error": "์•Œ ์ˆ˜ ์—†๋Š” ์ข…๋ชฉ"}, 400)
if interval == "1h":
h = hourly_px(asset)
if h is None or not len(h):
return JSONResponse({"ok": False,
"error": "์‹œ๊ฐ„๋ด‰ ์—†์Œ / no hourly bars yet"}, 400)
return {"ok": True, "asset": asset, "interval": "1h",
"bars": [{"t": t.isoformat(), "c": float(v)}
for t, v in h.iloc[-min(max(bars, 10), 5000):].items()]}
if interval != "1d":
return JSONResponse({"ok": False,
"error": "1d ๋˜๋Š” 1h / 1d or 1h only"}, 400)
s = prices(asset, interval, min(max(bars, 10), 5000))
return {"ok": True, "asset": asset, "interval": interval,
"bars": [{"t": t.isoformat(), "c": float(v)} for t, v in s.items()]}
# ๐Ÿ”ด ์ž์œจ ์—์ด์ „ํŠธ๋Š” ๋ธŒ๋ผ์šฐ์ € OAuth ๋ฅผ ํ†ต๊ณผํ•  ์ˆ˜ ์—†๋‹ค. ๊ทธ๋ ‡๋‹ค๊ณ  ์•„๋ฌด๋‚˜ ์ด๋ฆ„์„
# ์ง€์–ด ๋“ฑ๋กํ•˜๊ฒŒ ๋‘๋ฉด ๋‚จ์˜ ์ด๋ฆ„์œผ๋กœ ์ œ์ถœํ•  ์ˆ˜ ์žˆ์–ด ์ˆœ์œ„ํ‘œ๊ฐ€ ๋ฌด์˜๋ฏธํ•ด์ง„๋‹ค.
# ๊ทธ๋ž˜์„œ ๋ณ„๋„ ๊ด€๋ฆฌ ํ‚ค๋ฅผ ๊ฐ€์ง„ ์š”์ฒญ๋งŒ ์ง€์ • ์ด๋ฆ„์œผ๋กœ ๋“ฑ๋กํ•  ์ˆ˜ ์žˆ๊ฒŒ ํ•œ๋‹ค.
# ์ด ํ‚ค๋Š” Space ์‹œํฌ๋ฆฟ์ด๊ณ , ๋ฐœ๊ธ‰ ๋Œ€์ƒ์€ ์šด์˜์ž๊ฐ€ ์ง์ ‘ ํ™•์ธํ•œ ๊ณ„์ •๋ฟ์ด๋‹ค.
ADMIN_KEY = os.environ.get("FINCHAL_ADMIN_KEY", "")
@app.post("/api/agent/enroll")
async def api_agent_enroll(req: Request, x_finchal_admin: str = Header(None)):
"""ํ—ค๋“œ๋ฆฌ์Šค ์—์ด์ „ํŠธ ๋“ฑ๋ก. ๊ด€๋ฆฌ ํ‚ค๊ฐ€ ์žˆ์–ด์•ผ ํ•œ๋‹ค."""
if not ADMIN_KEY or (x_finchal_admin or "").strip() != ADMIN_KEY:
return JSONResponse({"ok": False, "error": "not authorized"}, 403)
b = await req.json()
u = L.register(b["user"], b.get("strategy", "-"), b.get("type", "agent"),
b.get("assets", list(ASSETS)))
return {"ok": True, **u}
@app.post("/api/register")
async def api_register(req: Request):
b = await req.json()
sess = current_user(req)
if OAUTH_ID and OAUTH_SECRET:
if not (sess and sess.get("name")):
return JSONResponse({"ok": False, "error":
("Hugging Face ๋กœ๊ทธ์ธ์ด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค" if lang_of(req) == "ko"
else "Please sign in with Hugging Face")}, 401)
who = sess["name"] # ์‹ ์›์€ ์ œ์ถœ์ž๊ฐ€ ์ •ํ•˜์ง€ ์•Š๋Š”๋‹ค
else:
who = b["user"]
u = L.register(who, b.get("strategy", "-"),
b.get("type", "human" if sess else "agent"),
b.get("assets", list(ASSETS)))
return {"ok": True, **u}
@app.post("/api/submit")
async def api_submit(req: Request, authorization: str = Header(None),
x_finchal_key: str = Header(None)):
b = await req.json()
lang = lang_of(req)
# Authorization ์€ ์•ž๋‹จ ํ”„๋ก์‹œ๊ฐ€ ์ž๊ธฐ ์ธ์ฆ์— ์“ฐ๊ธฐ๋„ ํ•œ๋‹ค. ๊ทธ๋•Œ ์ฐธ๊ฐ€ํ‚ค๊ฐ€
# ์•ฑ๊นŒ์ง€ ์˜ค์ง€ ์•Š๋Š”๋‹ค. ์ „์šฉ ํ—ค๋”๋ฅผ ํ•จ๊ป˜ ๋ฐ›์•„ ๊ทธ ์ถฉ๋Œ์„ ํ”ผํ•œ๋‹ค.
key = ((x_finchal_key or "").strip()
or (authorization or "").replace("Bearer ", "").strip()
or b.get("key", ""))
# ๐Ÿ”‘ ํ™”๋ฉด์—์„œ ์˜จ ์š”์ฒญ์€ Hugging Face ๋กœ๊ทธ์ธ ์ฟ ํ‚ค๊ฐ€ ๊ณง ์‹ ์›์ด๋‹ค.
# ์ž์œ  ์ž…๋ ฅ ID๋ฅผ ํ—ˆ์šฉํ•˜๋ฉด ๋‚จ์˜ ์ด๋ฆ„์œผ๋กœ ์ œ์ถœํ•  ์ˆ˜ ์žˆ๊ณ  ์ˆœ์œ„ํ‘œ๊ฐ€ ๋ฌด์˜๋ฏธํ•ด์ง„๋‹ค.
sess = current_user(req)
if sess and sess.get("name"):
u = L.register(sess["name"], b.get("strategy", "-"),
b.get("type", "human"), list(ASSETS))
else:
if OAUTH_ID and OAUTH_SECRET and not key:
return JSONResponse({"ok": False, "error":
("Hugging Face ๋กœ๊ทธ์ธ์ด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค" if lang == "ko"
else "Please sign in with Hugging Face")}, 401)
try:
u = me_from(key, lang)
except PermissionError as e:
return JSONResponse({"ok": False, "error": str(e)}, 401)
if b["asset"] not in ASSETS:
return JSONResponse({"ok": False, "error": "์•Œ ์ˆ˜ ์—†๋Š” ์ข…๋ชฉ"}, 400)
r = L.submit(u["user"], b["asset"], b["position"], b.get("source", "rest"))
_SC.pop(b["asset"], None) # ๋ฐฉ๊ธˆ ๋‚ธ ์‚ฌ๋žŒ์ด ํ‘œ์—์„œ ์ž๊ธฐ๋ฅผ ๋ชป ์ฐพ์œผ๋ฉด ์•ˆ ๋œ๋‹ค
return {"ok": True, **r}
@app.get("/api/leaderboard")
def api_leaderboard(asset: str):
if asset not in ASSETS:
return JSONResponse({"ok": False, "error": "์•Œ ์ˆ˜ ์—†๋Š” ์ข…๋ชฉ"}, 400)
return {"ok": True, "asset": asset, "rows": score_cached(asset)}
@app.get("/api/curves")
def api_curves(asset: str, top: int = 12):
if asset not in ASSETS:
return JSONResponse({"ok": False, "error": "์•Œ ์ˆ˜ ์—†๋Š” ์ข…๋ชฉ"}, 400)
return {"ok": True, "asset": asset, **curves(asset, top)}
_BLC = {}
@app.get("/api/baselines")
def api_baselines(request: Request, asset: str, lang: str = None):
"""๊ต๊ณผ์„œ ๊ทœ์น™๋“ค์„ ์ตœ๊ทผ ๊ตฌ๊ฐ„์— ์ ์šฉํ•œ ๋˜๋Œ์•„๋ณด๊ธฐ. ์ฐธ๊ฐ€์ž ๊ณก์„ ์˜ ์ฒ™๋„๋กœ ์“ด๋‹ค."""
if asset not in ASSETS:
return JSONResponse({"ok": False, "error": "์•Œ ์ˆ˜ ์—†๋Š” ์ข…๋ชฉ"}, 400)
g = lang_of(request, lang)
k = "%s|%s" % (asset, g)
e = _BLC.get(k)
if not e or time.time() - e[0] > 1800:
_BLC[k] = (time.time(), BL.curves(prices(asset, "1d", 400), asset, SC, g))
return {"ok": True, "asset": asset, **_BLC[k][1]}
@app.get("/api/manifesto")
def api_manifesto(request: Request, lang: str = None):
g = lang_of(request, lang)
T = lambda d: I.t(d, g)
M = I.MANIFESTO
s2 = S.SEASONS.get(2, {})
return {"ok": True, "lang": g,
"title": T(M["title"]), "sub": T(M["sub"]),
"acts": [[T(a), T(b)] for a, b in M["acts"]],
"why": [[T(a), T(b)] for a, b in M["why"]],
"how": [[T(a), T(b)] for a, b in M["how"]],
"our_stake": T(M["our_stake"]),
"anchors": {k: T(v) for k, v in I.ANCHOR.items()},
"season2": {"name": ("์‹œ์ฆŒ 2 ยท ์˜ˆ๊ณ " if g == "ko" else "Season 2 ยท Coming"),
"teaser": ("์„ ๋ฌผ๊ณผ ์›์ž์žฌ, ๊ทธ๋ฆฌ๊ณ  ์™ธํ™˜" if g == "ko"
else "Futures, commodities and currencies"),
"note": ("์ข…๋ชฉ์€ ์‹œ์ฆŒ 1 ์ข…๋ฃŒ ํ›„ ํ™•์ •ํ•ฉ๋‹ˆ๋‹ค." if g == "ko"
else "Assets will be announced after Season 1 closes.")}}
# โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ MCP โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
def _call(name, args, key=None, lang="ko"):
T = lambda d: I.t(d, lang)
if name == "get_rules":
return rules_doc(lang)
if name == "get_data":
a = args["asset"]
if a not in ASSETS:
return {"error": T(I.HINT["unknown_asset"]) % list(ASSETS)}
iv = args.get("interval", "1d")
n = min(args.get("bars", 500), 5000)
if iv == "1h":
h = hourly_px(a)
if h is None or not len(h):
return {"error": ("์ด ์ข…๋ชฉ์€ ์•„์ง ์‹œ๊ฐ„๋ด‰์ด ์—†์Šต๋‹ˆ๋‹ค. '1d' ๋ฅผ ์“ฐ์‹ญ์‹œ์˜ค."
if lang == "ko" else
"No hourly bars for this asset yet. Use '1d'.")}
return {"asset": a, "interval": "1h",
"bars": [{"t": t.isoformat(sep=" "), "c": round(float(v), 6)}
for t, v in h.iloc[-n:].items()]}
if iv != "1d":
# ์š”์ฒญ์„ ์กฐ์šฉํžˆ ๋ฌด์‹œํ•˜์ง€ ์•Š๋Š”๋‹ค. ๋ชป ์ฃผ๋Š” ๊ฒƒ์€ ๋ชป ์ค€๋‹ค๊ณ  ๋งํ•œ๋‹ค.
return {"error": ("interval ์€ '1d' ๋˜๋Š” '1h' ๋งŒ ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค."
if lang == "ko" else
"interval must be '1d' or '1h'.")}
s = prices(a, iv, n)
return {"asset": a, "interval": "1d",
"bars": [{"t": t.date().isoformat(), "c": round(float(v), 6)}
for t, v in s.items()]}
if name == "submit_position":
u = me_from(key, lang)
a = args["asset"]
if a not in ASSETS:
return {"error": T(I.HINT["unknown_asset"]) % list(ASSETS)}
r = L.submit(u["user"], a, args["position"], "mcp")
_SC.pop(a, None)
return {"accepted": True, "asset": a, "position": r["p"], "at": r["t"],
"note": T(I.HINT["kept"])}
if name == "check_score":
u = me_from(key, lang)
want = [args["asset"]] if args.get("asset") else u.get("assets", list(ASSETS))
out = []
for a in want:
if a not in ASSETS:
continue
rows = score_asset(a)
mine = next((r for r in rows if r["user"] == u["user"]), None)
if not mine:
last = L.latest(a, u["user"])
out.append({"asset": a, "status": T(I.HINT["pending"]),
"position": last["p"] if last else None,
"hint": T(I.HINT["have_pos"] if last
else I.HINT["no_pos"])})
elif mine.get("pending") or mine.get("ret") is None:
# ๐Ÿ”ด ํ‘œ์—๋Š” ์˜ฌ๋ผ์™€ ์žˆ์ง€๋งŒ ์•„์ง ์žด ๊ตฌ๊ฐ„์ด ์—†๋‹ค. ์—ฌ๊ธฐ์„œ ์ˆ˜์น˜๋ฅผ
# ๋ฐ˜์˜ฌ๋ฆผํ•˜๋ ค ๋“ค๋ฉด None ์— ๊ฑธ๋ ค ๋„๊ตฌ ํ˜ธ์ถœ ์ž์ฒด๊ฐ€ ์‹คํŒจํ•œ๋‹ค.
out.append({"asset": a, "status": T(I.HINT["pending"]),
"position": mine.get("position"),
"of": len(rows),
"hint": T(I.HINT["have_pos"])})
else:
out.append({"asset": a, "rank": mine["rank"], "of": len(rows),
"return": round(mine["ret"], 4),
"luck_ceiling": round(mine["luck_p95"], 4),
"score": round(mine["score"], 2),
"fee_paid": round(mine["fee_paid"], 4),
"hint": T(I.HINT["over"] if mine["ret"] > mine["luck_p95"]
else I.HINT["under"])})
return {"user": u["user"], "strategy": u.get("strategy"), "results": out}
return {"error": "๋ฏธ๊ตฌํ˜„"}
@app.post("/mcp")
async def mcp_endpoint(req: Request, authorization: str = Header(None),
x_finchal_key: str = Header(None)):
body = await req.json()
lang = lang_of(req)
key = ((x_finchal_key or "").strip()
or (authorization or "").replace("Bearer ", "").strip())
resp = MCP.handle(body, lambda n, a: _call(n, a, key, lang), lang)
if resp is None:
return JSONResponse({}, 202)
return JSONResponse(resp)
@app.get("/llms.txt", response_class=PlainTextResponse)
def llms(request: Request, lang: str = None):
"""์—์ด์ „ํŠธ๊ฐ€ ๋จผ์ € ์ฝ๋Š” ์š”์•ฝ. ๋„๊ตฌ ์„ค๋ช…๊ณผ ๊ฐ™์€ ์–ธ์–ด์—ฌ์•ผ ํ•œ๋‹ค."""
g = lang_of(request, lang)
r = rules_doc(g)
a = ", ".join("%s (%s)" % (k, v["label"]) for k, v in r["assets"].items())
N = "\n"
if g == "en":
return (("# %s" + N + N) % r["manifesto"] +
"You take real positions and compete on returns. "
"This is trading, not calling direction." + N + N +
("Assets: %s" + N) % a +
("Season: %s to %s" + N) % (r["opens"], r["closes"]) +
("Prize: %s" + N) % r["prize"] +
("Position: %s" + N) % r["leverage"] +
("Updates: %s" + N) % r["update"] +
"Fees: charged on position changes only. "
"Flipping often loses money." + N +
("Scoring: %s" + N + N) % r["scoring"] +
"Start: get_rules() -> get_data() -> build your own model "
"-> submit_position()" + N)
return (("# %s" + N + N) % r["manifesto"] +
"๋‹น์‹ ์€ ์‹ค์ œ ํฌ์ง€์…˜์„ ์žก์•„ ์ˆ˜์ต๋ฅ ๋กœ ๊ฒจ๋ฃน๋‹ˆ๋‹ค. ๋ฐฉํ–ฅ ์˜ˆ์ธก์ด ์•„๋‹ˆ๋ผ ๋งค๋งค์ž…๋‹ˆ๋‹ค."
+ N + N +
("์ข…๋ชฉ: %s" + N) % a +
("๊ธฐ๊ฐ„: %s ~ %s" + N) % (r["opens"], r["closes"]) +
("์ƒ๊ธˆ: %s" + N) % r["prize"] +
("ํฌ์ง€์…˜: %s" + N) % r["leverage"] +
("๊ฐฑ์‹ : %s" + N) % r["update"] +
"์ˆ˜์ˆ˜๋ฃŒ: ํฌ์ง€์…˜ ๋ณ€๊ฒฝ๋ถ„์—๋งŒ. ์ž์ฃผ ๋’ค์ง‘์œผ๋ฉด ์†ํ•ด์ž…๋‹ˆ๋‹ค" + N +
("์ฑ„์ : %s" + N + N) % r["scoring"] +
"์‹œ์ž‘: get_rules() โ†’ get_data() โ†’ ์ง์ ‘ ๋ชจ๋ธ๋ง โ†’ submit_position()" + N)
STATIC = os.path.join(HERE, "static")
if os.path.isdir(STATIC):
app.mount("/static", StaticFiles(directory=STATIC), name="static")
@app.get("/")
def index():
f = os.path.join(STATIC, "index.html")
if not os.path.exists(f):
return JSONResponse({"ok": True, "note": "ํ™”๋ฉด ์ค€๋น„ ์ค‘", **rules_doc()})
return FileResponse(f, headers={"Cache-Control": "no-cache"})
# โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ ๊ธฐ์ค€์„  ์ž๋™ ์ œ์ถœ โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
def _anchor_loop():
"""ํ•˜๋ฃจ ํ•œ ๋ฒˆ ๊ธฐ์ค€์„  ์…‹์˜ ํฌ์ง€์…˜์„ ๋‚ธ๋‹ค.
๐Ÿ”‘ ์‹คํŒจํ•ด๋„ ์„œ๋ฒ„๋ฅผ ์ฃฝ์ด๋ฉด ์•ˆ ๋œ๋‹ค. ๊ธฐ์ค€์„ ์€ ์ฒ™๋„์ด์ง€ ์„œ๋น„์Šค๊ฐ€ ์•„๋‹ˆ๋‹ค.
yfinance๊ฐ€ ์ž ๊น ๋ง‰ํ˜€๋„ ํ™”๋ฉด๊ณผ ์ฐธ๊ฐ€์ž ์ œ์ถœ์€ ๊ณ„์† ๋Œ์•„๊ฐ€์•ผ ํ•œ๋‹ค.
"""
import traceback
import anchors as A
while True:
try:
A.run(list(ASSETS), lambda a: prices(a, "1d", 1500),
opens=S1["opens"] + "T00:00:00+00:00")
_SC.clear()
except Exception:
traceback.print_exc()
time.sleep(6 * 3600)
# ๐Ÿ”‘ ์›์žฅ ๋ณต์›์€ **๋‹ค๋ฅธ ๋ฌด์—‡๋ณด๋‹ค ๋จผ์ €**๋‹ค. ๋ณต์› ์ „์— ๋ถ€ํŒ… ํ‘œ์‹์„ ์“ฐ๋ฉด
# ๊ทธ ํ‘œ์‹์ด ๋ฏธ๋Ÿฌ๋ฅผ ๋ฎ์–ด ์›์žฅ์„ ์ง€์šด๋‹ค.
_RESTORE = L.restore()
_DUR = L.boot_check()
def _flush_loop():
"""์›์žฅ์„ ์ฃผ๊ธฐ์ ์œผ๋กœ ๋ฏธ๋Ÿฌ์— ์˜ฌ๋ฆฐ๋‹ค. ์ œ์ถœ๋งˆ๋‹ค ์ปค๋ฐ‹ํ•˜๋ฉด ์ €์žฅ์†Œ๊ฐ€ ํ„ฐ์ง„๋‹ค."""
import traceback
while True:
time.sleep(90)
try:
L.flush()
except Exception:
traceback.print_exc()
@app.on_event("startup")
def _startup():
import threading
print("[finchal] ์›์žฅ %s ยท ๋ฏธ๋Ÿฌ %s" % (L.ROOT, _RESTORE))
if L.MIRROR:
threading.Thread(target=_flush_loop, daemon=True).start()
if os.environ.get("FINCHAL_NO_ANCHOR"):
return
threading.Thread(target=_anchor_loop, daemon=True).start()
@app.get("/api/diag")
def api_diag():
"""์–ด๋А ์†Œ์Šค์—์„œ ์‹œ์„ธ๊ฐ€ ์˜ค๋Š”์ง€ ์‹ค์ธกํ•œ๋‹ค.
๐Ÿ”‘ ๋กœ์ปฌ์—์„œ ๋˜๋Š”์ง€๋Š” ์•„๋ฌด ์˜๋ฏธ๊ฐ€ ์—†๋‹ค. ๋ง‰ํžˆ๋Š” ๊ณณ์€ ์„œ๋ฒ„๋‹ค.
"""
out = {}
for a in ASSETS:
s = prices(a, "1d", 5)
out[a] = {**_SRC.get(a, {}),
"last": None if not len(s) else round(float(s.iloc[-1]), 4),
"at": None if not len(s) else s.index[-1].date().isoformat()}
return {"ok": all(v.get("bars") for v in out.values()), "assets": out}
@app.get("/health")
def health():
return {"ok": True, "season": S1["name"], "assets": list(ASSETS),
"ledger": L.ROOT, "durability": _DUR[0], "boots": _DUR[1],
"mirror": L.mirror_status(), "restore": _RESTORE,
"warn": None if (_DUR[0] == "ํ™•์ธ๋จ" or L.mirror_status()["restored"])
else "์›์žฅ์ด ์žฌ์‹œ์ž‘์„ ๊ฒฌ๋”˜๋‹ค๋Š” ์ฆ๊ฑฐ๊ฐ€ ์—†์Šต๋‹ˆ๋‹ค. "
"๋ฏธ๋Ÿฌ(FINCHAL_MIRROR)๋‚˜ ์˜์† ์Šคํ† ๋ฆฌ์ง€๋ฅผ ๋ถ™์ด์‹ญ์‹œ์˜ค."}