Initial commit: Teen Patti live monitor with analytics

Live dashboard with real-time WebSocket updates, analytics page with time-filtered stats, ClickHouse storage, and Caddy reverse proxy.
2026-02-21 22:36:40 +05:00
commit 85f44e6a22
16 changed files with 3780 additions and 0 deletions
--- a/9
+++ b/9
@@ -0,0 +1,9 @@
+:8443 {
+	tls internal
+
+	reverse_proxy app:8765 {
+		transport http {
+			versions 1.1
+		}
+	}
+}
--- a/7
+++ b/7
@@ -0,0 +1,7 @@
+FROM python:3.13-slim
+WORKDIR /app
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+COPY app/ ./app/
+COPY static/ ./static/
+CMD ["python", "-m", "app.main"]
--- a/README.md
+++ b/README.md
@@ -0,0 +1,12 @@
+# Teen Patti Live Monitor
+
+Real-time Teen Patti game monitor with live dashboard and analytics.
+
+## Quick Start
+
+```bash
+docker compose up --build
+```
+
+- **Live Dashboard:** https://localhost:8443
+- **Analytics:** https://localhost:8443/analytics
--- a/app/init.py
+++ b/app/init.py
--- a/app/auth.py
+++ b/app/auth.py
@@ -0,0 +1,212 @@
+"""
+Authentication and API helpers for StreamKar.
+Handles auto_login, sv signature computation, and API calls.
+"""
+
+import hashlib
+import json
+import logging
+import ssl
+import time
+import urllib.parse
+import urllib.request
+from typing import Optional
+
+from . import config
+
+log = logging.getLogger(__name__)
+
+_nonce_counter = 0
+_ssl_ctx = ssl.create_default_context()
+
+
+def _get_nonce() -> int:
+    global _nonce_counter
+    _nonce_counter += 1
+    return _nonce_counter
+
+
+def compute_sv(params_dict: dict) -> str:
+    """Compute the 'sv' signature verification parameter."""
+    params = {k: str(v) for k, v in params_dict.items() if k != "sv"}
+    sorted_keys = sorted(params.keys(), key=str.lower)
+    parts = ""
+    last_value = ""
+    for i, key in enumerate(sorted_keys):
+        parts += key + ":"
+        if i == len(sorted_keys) - 1:
+            last_value = params[key]
+        else:
+            parts += params[key]
+    full_string = parts + last_value + config.EM5_SALT
+    md5_hash = hashlib.md5(full_string.encode()).digest()
+    value = int.from_bytes(md5_hash, "big")
+    result = []
+    for i in range(26):
+        shift = 128 - 5 - (i * 5)
+        if shift >= 0:
+            idx = (value >> shift) & 0x1F
+        else:
+            idx = (value << (-shift)) & 0x1F
+        result.append(config.EM5_ALPHABET[idx])
+    return "".join(result)
+
+
+def auto_login() -> tuple[int, str]:
+    """Login using credentials file. Returns (userId, token)."""
+    with open(config.SK_CREDENTIALS_FILE) as f:
+        creds = json.load(f)
+
+    payload = {
+        "platform": config.PLATFORM,
+        "a": config.APP_ID,
+        "c": int(config.CHANNEL_CODE),
+        "v": config.VERSION_CODE,
+        "l": "en",
+        "deviceModel": creds.get("deviceModel", "generic"),
+        "deviceUId": creds["deviceUId"],
+        "FuncTag": 40000002,
+        "loginType": creds.get("loginType", 48),
+        "autoLogin": 1,
+        "uuid": creds["uuid"],
+    }
+    if creds.get("sessionId"):
+        payload["sessionId"] = creds["sessionId"]
+    payload["sv"] = compute_sv(payload)
+
+    payload_json = json.dumps(payload, separators=(",", ":"))
+    qs = urllib.parse.urlencode({"parameter": payload_json})
+    url = f"{config.API_ENTRANCE}?{qs}"
+
+    req = urllib.request.Request(url, headers={
+        "User-Agent": "okhttp/4.9.3",
+        "Accept-Encoding": "gzip",
+    })
+
+    with urllib.request.urlopen(req, timeout=15, context=_ssl_ctx) as resp:
+        data = json.loads(resp.read())
+
+    tag_code = data.get("TagCode")
+    if tag_code != "00000000" or not data.get("token"):
+        raise RuntimeError(f"Login failed: TagCode={tag_code}")
+
+    user_id = data["userId"]
+    token = data["token"]
+    log.info("Logged in: userId=%s", user_id)
+    return user_id, token
+
+
+def build_auth_headers(user_id: int = 0, token: Optional[str] = None) -> dict:
+    """Build auth headers for native API requests."""
+    headers = {
+        "AccessKeyId": config.ACCESS_KEY_ID,
+        "Nonce": str(_get_nonce()),
+        "Timestamp": str(int(time.time() * 1000)),
+        "platform": str(config.PLATFORM),
+        "a": str(config.APP_ID),
+        "c": config.CHANNEL_CODE,
+        "v": str(config.VERSION_CODE),
+        "l": "en",
+        "sk-kimi": config.SK_KIMI,
+        "userId": str(user_id),
+        "User-Agent": "okhttp/4.9.3",
+        "Accept-Encoding": "gzip",
+    }
+    if token:
+        headers["token"] = token
+    return headers
+
+
+def get_socket_address(room_id: int, user_id: int = 0, token: Optional[str] = None) -> dict:
+    """Fetch WebSocket URL for a room via the socket-address API."""
+    import requests
+
+    params = {
+        "softVersion": 10080,
+        "c": config.CHANNEL_CODE,
+        "v": config.VERSION_CODE,
+        "appId": config.APP_ID,
+        "userId": user_id,
+        "roomId": room_id,
+        "platform": config.PLATFORM,
+    }
+    headers = build_auth_headers(user_id=user_id, token=token)
+    resp = requests.get(f"{config.SOCKET_BASE}/", params=params, headers=headers, timeout=15)
+    data = resp.json()
+    ws_url = data.get("ws", "")
+    if ws_url:
+        log.info("WebSocket URL: %s", ws_url)
+    else:
+        log.error("No WebSocket URL in response: %s", json.dumps(data)[:300])
+    return data
+
+
+def call_api(func_tag: int, user_id: int, token: str, extra: dict = None) -> dict:
+    """Call the game web API (meShowApi)."""
+    params = {
+        "FuncTag": func_tag,
+        "userId": user_id,
+        "token": token,
+        "platform": 1,
+        "c": 100,
+        "a": 1,
+    }
+    if extra:
+        params.update(extra)
+    qs = urllib.parse.urlencode({
+        "parameter": json.dumps(params),
+        "_": str(int(time.time() * 1000)),
+    })
+    url = f"{config.API_URL}?{qs}"
+    req = urllib.request.Request(url, headers={
+        "User-Agent": "Mozilla/5.0 (Linux; Android 15; SM-G990E) "
+                      "AppleWebKit/537.36 (KHTML, like Gecko) "
+                      "Chrome/131.0.0.0 Mobile Safari/537.36",
+        "Accept": "application/json",
+    })
+    with urllib.request.urlopen(req, timeout=10, context=_ssl_ctx) as resp:
+        return json.loads(resp.read())
+
+
+def get_full_state(user_id: int, token: str) -> dict:
+    """FuncTag 86000041 — full game state."""
+    return call_api(86000041, user_id, token)
+
+
+def get_user_profile(target_user_id: int, user_id: int, token: str) -> dict | None:
+    """FuncTag 50001010 — user profile (native API). Returns parsed profile or None."""
+    import requests
+    payload = {
+        "FuncTag": 50001010,
+        "userId": target_user_id,
+        "platform": config.PLATFORM,
+        "a": config.APP_ID,
+        "c": int(config.CHANNEL_CODE),
+        "v": config.VERSION_CODE,
+        "l": "en",
+    }
+    payload["sv"] = compute_sv(payload)
+    payload_json = json.dumps(payload, separators=(",", ":"))
+    headers = build_auth_headers(user_id=user_id, token=token)
+    resp = requests.get(
+        config.API_ENTRANCE,
+        params={"parameter": payload_json},
+        headers=headers,
+        timeout=10,
+    )
+    data = resp.json()
+    users = data.get("userList", [])
+    if users:
+        u = users[0]
+        return {
+            "user_id": target_user_id,
+            "nick_name": u.get("nickName", ""),
+            "rich_level": u.get("richLevel", 0),
+            "actor_level": u.get("actorLevel", 0),
+            "gender": u.get("gender", 0),
+            "consume_total": u.get("consumeTotal", 0),
+            "earn_total": u.get("earnTotal", 0),
+            "is_actor": u.get("isActor", 0),
+            "portrait": u.get("portrait", ""),
+        }
+    return None
--- a/app/config.py
+++ b/app/config.py
@@ -0,0 +1,43 @@
+import os
+
+# StreamKar API constants (from decompiled APK)
+ACCESS_KEY_ID = "cBdjSuFA3gi9Y92wKcCilh9NeloE"
+SK_KIMI = "dsgafoaodhafpdnfopauifda352176sn"
+APP_ID = 1
+VERSION_CODE = 1337
+VERSION_NAME = "9.18.0"
+PLATFORM = 2
+CHANNEL_CODE = "12002"
+
+API_BASE = "https://api.loee.link"
+SOCKET_BASE = "https://into1.loee.link"
+API_ENTRANCE = f"{API_BASE}/meShow/entrance"
+API_URL = "https://web.kktv9.com/meShowApi"
+
+DEFAULT_ROOM_ID = 668797247
+POLL_INTERVAL = 1.0
+
+# sv signature constants
+EM5_SALT = "cc16be4b:346c51d"
+EM5_ALPHABET = "AB56DE3C8L2WF4UVM7JRSGPQYZTXK9HN"
+
+# MsgTags
+MSGTAG_ROOM_LOGIN = 10010201
+MSGTAG_LOGIN_ACK = 10010202
+MSGTAG_GAME_WIN = 10010778
+MSGTAG_USER_BET = 10010795
+
+# Game constants
+SUITS = {1: "\u2660", 2: "\u2665", 3: "\u2663", 4: "\u2666"}
+VALUES = {1: "A", 2: "2", 3: "3", 4: "4", 5: "5", 6: "6", 7: "7",
+          8: "8", 9: "9", 10: "10", 11: "J", 12: "Q", 13: "K", 14: "A"}
+HAND_TYPES = {1: "High Card", 2: "Pair", 3: "Flush", 4: "Straight",
+              5: "Straight Flush", 6: "Trail"}
+CHAIRS = {1: "A", 2: "B", 3: "C"}
+STATUS_NAMES = {0: "NEW", 1: "BETTING", 2: "REVEALING", 3: "ENDED"}
+
+# Environment
+CLICKHOUSE_HOST = os.environ.get("CLICKHOUSE_HOST", "localhost")
+CLICKHOUSE_PORT = int(os.environ.get("CLICKHOUSE_PORT", "8123"))
+SK_CREDENTIALS_FILE = os.environ.get("SK_CREDENTIALS_FILE", "sk_credentials.json")
+WEB_PORT = int(os.environ.get("WEB_PORT", "8765"))
--- a/app/db.py
+++ b/app/db.py
@@ -0,0 +1,593 @@
+"""
+ClickHouse database operations.
+"""
+
+import json
+import logging
+import threading
+import time
+import clickhouse_connect
+from . import config
+
+log = logging.getLogger(__name__)
+
+_client = None
+_lock = threading.Lock()
+
+
+def get_client():
+    global _client
+    if _client is None:
+        for attempt in range(30):
+            try:
+                _client = clickhouse_connect.get_client(
+                    host=config.CLICKHOUSE_HOST,
+                    port=config.CLICKHOUSE_PORT,
+                )
+                _client.ping()
+                log.info("Connected to ClickHouse at %s:%s", config.CLICKHOUSE_HOST, config.CLICKHOUSE_PORT)
+                return _client
+            except Exception as e:
+                log.warning("ClickHouse not ready (attempt %d): %s", attempt + 1, e)
+                time.sleep(2)
+        raise RuntimeError("Could not connect to ClickHouse")
+    return _client
+
+
+def _with_lock(fn):
+    """Decorator to serialize all ClickHouse operations."""
+    def wrapper(*args, **kwargs):
+        with _lock:
+            return fn(*args, **kwargs)
+    wrapper.__name__ = fn.__name__
+    return wrapper
+
+
+@_with_lock
+def insert_game(game: dict):
+    """Insert a completed round into the games table."""
+    client = get_client()
+    client.insert("games",
+        [[
+            game["game_no"],
+            game["winner"],
+            game["total_pot"],
+            game.get("bet_a", 0),
+            game.get("bet_b", 0),
+            game.get("bet_c", 0),
+            game.get("hand_a", ""),
+            game.get("hand_b", ""),
+            game.get("hand_c", ""),
+            game.get("hand_type_a", 0),
+            game.get("hand_type_b", 0),
+            game.get("hand_type_c", 0),
+            game.get("cards_json", ""),
+            game.get("duration_s", 0),
+        ]],
+        column_names=[
+            "game_no", "winner", "total_pot",
+            "bet_a", "bet_b", "bet_c",
+            "hand_a", "hand_b", "hand_c",
+            "hand_type_a", "hand_type_b", "hand_type_c",
+            "cards_json", "duration_s",
+        ],
+    )
+
+
+@_with_lock
+def insert_bet(bet: dict):
+    """Insert an individual user bet into the bets table."""
+    client = get_client()
+    client.insert("bets",
+        [[
+            bet["game_no"],
+            bet["user_id"],
+            bet["chair"],
+            bet["bet_amount"],
+            bet["total_bet"],
+        ]],
+        column_names=["game_no", "user_id", "chair", "bet_amount", "total_bet"],
+    )
+
+
+@_with_lock
+def upsert_user(user: dict):
+    """Insert/update a user profile."""
+    client = get_client()
+    client.insert("users",
+        [[
+            user["user_id"],
+            user.get("nick_name", ""),
+            user.get("rich_level", 0),
+            user.get("actor_level", 0),
+            user.get("gender", 0),
+            user.get("consume_total", 0),
+            user.get("earn_total", 0),
+            user.get("is_actor", 0),
+            user.get("portrait", ""),
+        ]],
+        column_names=[
+            "user_id", "nick_name", "rich_level", "actor_level",
+            "gender", "consume_total", "earn_total", "is_actor", "portrait",
+        ],
+    )
+
+
+@_with_lock
+def get_recent_games(n: int = 50) -> list[dict]:
+    """Get last N completed games."""
+    client = get_client()
+    result = client.query(
+        "SELECT game_no, winner, total_pot, bet_a, bet_b, bet_c, "
+        "hand_a, hand_b, hand_c, hand_type_a, hand_type_b, hand_type_c, "
+        "cards_json, duration_s, created_at "
+        "FROM games ORDER BY game_no DESC LIMIT {n:UInt32}",
+        parameters={"n": n},
+    )
+    games = []
+    for row in result.result_rows:
+        games.append({
+            "game_no": row[0],
+            "winner": row[1],
+            "total_pot": row[2],
+            "bet_a": row[3],
+            "bet_b": row[4],
+            "bet_c": row[5],
+            "hand_a": row[6],
+            "hand_b": row[7],
+            "hand_c": row[8],
+            "hand_type_a": row[9],
+            "hand_type_b": row[10],
+            "hand_type_c": row[11],
+            "cards_json": row[12],
+            "duration_s": row[13],
+            "created_at": str(row[14]),
+        })
+    return games
+
+
+@_with_lock
+def get_leaderboard(n: int = 10) -> list[dict]:
+    """
+    Get top N users by P&L.
+    P&L = sum of winning bets * 1.9 - sum of losing bets.
+    With 2.9x fixed payout: win → +1.9x bet, loss → -1.0x bet.
+    """
+    client = get_client()
+    result = client.query(
+        """
+        SELECT
+            b.user_id,
+            any(u.nick_name) AS nick_name,
+            count() AS total_bets,
+            countIf(b.chair = g.winner) AS wins,
+            countIf(b.chair != g.winner) AS losses,
+            toInt64(sumIf(b.bet_amount, b.chair = g.winner) * 1.9
+                  - sumIf(b.bet_amount, b.chair != g.winner)) AS pnl,
+            sum(b.bet_amount) AS total_wagered
+        FROM bets b
+        JOIN games g ON b.game_no = g.game_no
+        LEFT JOIN users u ON b.user_id = u.user_id
+        GROUP BY b.user_id
+        HAVING total_bets >= 3
+        ORDER BY pnl DESC
+        LIMIT {n:UInt32}
+        """,
+        parameters={"n": n},
+    )
+    leaders = []
+    for row in result.result_rows:
+        leaders.append({
+            "user_id": row[0],
+            "nick_name": row[1] or str(row[0]),
+            "total_bets": row[2],
+            "wins": row[3],
+            "losses": row[4],
+            "pnl": row[5],
+            "total_wagered": row[6],
+        })
+    return leaders
+
+
+@_with_lock
+def get_win_distribution() -> dict:
+    """Get win counts per chair + bet rank distribution."""
+    client = get_client()
+    result = client.query(
+        "SELECT winner, count() AS cnt FROM games GROUP BY winner ORDER BY winner"
+    )
+    dist = {"A": 0, "B": 0, "C": 0}
+    for row in result.result_rows:
+        chair = config.CHAIRS.get(row[0], "?")
+        if chair in dist:
+            dist[chair] = row[1]
+
+    # Bet rank distribution: how often the winning chair had high/mid/low bet
+    rank_result = client.query(
+        """
+        SELECT
+            countIf(winner_bet >= greatest(bet_a, bet_b, bet_c)) AS high,
+            countIf(winner_bet > least(bet_a, bet_b, bet_c)
+                AND winner_bet < greatest(bet_a, bet_b, bet_c)) AS mid,
+            countIf(winner_bet <= least(bet_a, bet_b, bet_c)) AS low
+        FROM (
+            SELECT
+                bet_a, bet_b, bet_c,
+                multiIf(winner = 1, bet_a, winner = 2, bet_b, bet_c) AS winner_bet
+            FROM games
+            WHERE bet_a + bet_b + bet_c > 0
+        )
+        """
+    )
+    bet_rank = {"high": 0, "mid": 0, "low": 0}
+    if rank_result.result_rows:
+        row = rank_result.result_rows[0]
+        bet_rank = {"high": row[0], "mid": row[1], "low": row[2]}
+
+    return {"chairs": dist, "bet_rank": bet_rank}
+
+
+@_with_lock
+def get_user_name(user_id: int) -> str | None:
+    """Lookup user nickname from cache."""
+    client = get_client()
+    result = client.query(
+        "SELECT nick_name FROM users WHERE user_id = {uid:UInt64} LIMIT 1",
+        parameters={"uid": user_id},
+    )
+    if result.result_rows:
+        return result.result_rows[0][0] or None
+    return None
+
+
+@_with_lock
+def get_user_detail(user_id: int) -> dict | None:
+    """Get full user profile + session betting stats."""
+    client = get_client()
+    # Profile
+    result = client.query(
+        "SELECT user_id, nick_name, rich_level, actor_level, gender, "
+        "consume_total, earn_total, is_actor, portrait "
+        "FROM users WHERE user_id = {uid:UInt64} LIMIT 1",
+        parameters={"uid": user_id},
+    )
+    if not result.result_rows:
+        return None
+    row = result.result_rows[0]
+    profile = {
+        "user_id": row[0],
+        "nick_name": row[1],
+        "rich_level": row[2],
+        "actor_level": row[3],
+        "gender": row[4],
+        "consume_total": row[5],
+        "earn_total": row[6],
+        "is_actor": row[7],
+        "portrait": row[8],
+    }
+
+    # Session betting stats
+    stats_result = client.query(
+        """
+        SELECT
+            count() AS total_bets,
+            sum(b.bet_amount) AS total_wagered,
+            countDistinct(b.game_no) AS rounds_played,
+            countIf(b.chair = g.winner) AS wins,
+            countIf(b.chair != g.winner) AS losses,
+            toInt64(sumIf(b.bet_amount, b.chair = g.winner) * 1.9
+                  - sumIf(b.bet_amount, b.chair != g.winner)) AS pnl
+        FROM bets b
+        LEFT JOIN games g ON b.game_no = g.game_no
+        WHERE b.user_id = {uid:UInt64}
+        """,
+        parameters={"uid": user_id},
+    )
+    if stats_result.result_rows:
+        sr = stats_result.result_rows[0]
+        profile["total_bets"] = sr[0]
+        profile["total_wagered"] = sr[1]
+        profile["rounds_played"] = sr[2]
+        profile["wins"] = sr[3]
+        profile["losses"] = sr[4]
+        profile["pnl"] = sr[5]
+
+    # Recent bets
+    bets_result = client.query(
+        """
+        SELECT b.game_no, b.chair, b.bet_amount, b.total_bet,
+               g.winner, b.created_at
+        FROM bets b
+        LEFT JOIN games g ON b.game_no = g.game_no
+        WHERE b.user_id = {uid:UInt64}
+        ORDER BY b.created_at DESC
+        LIMIT 20
+        """,
+        parameters={"uid": user_id},
+    )
+    profile["recent_bets"] = []
+    for br in bets_result.result_rows:
+        profile["recent_bets"].append({
+            "game_no": br[0],
+            "chair": br[1],
+            "chair_name": config.CHAIRS.get(br[1], "?"),
+            "bet_amount": br[2],
+            "total_bet": br[3],
+            "winner": br[4],
+            "won": br[1] == br[4] if br[4] else None,
+            "created_at": str(br[5]),
+        })
+
+    return profile
+
+
+@_with_lock
+def get_biggest_winner() -> dict | None:
+    """Get the single biggest winner by P&L this session."""
+    client = get_client()
+    result = client.query(
+        """
+        SELECT
+            b.user_id,
+            any(u.nick_name) AS nick_name,
+            any(u.portrait) AS portrait,
+            any(u.rich_level) AS rich_level,
+            count() AS total_bets,
+            countIf(b.chair = g.winner) AS wins,
+            toInt64(sumIf(b.bet_amount, b.chair = g.winner) * 1.9
+                  - sumIf(b.bet_amount, b.chair != g.winner)) AS pnl,
+            sum(b.bet_amount) AS total_wagered
+        FROM bets b
+        JOIN games g ON b.game_no = g.game_no
+        LEFT JOIN users u ON b.user_id = u.user_id
+        GROUP BY b.user_id
+        HAVING total_bets >= 3
+        ORDER BY pnl DESC
+        LIMIT 1
+        """
+    )
+    if result.result_rows:
+        row = result.result_rows[0]
+        return {
+            "user_id": row[0],
+            "nick_name": row[1] or str(row[0]),
+            "portrait": row[2] or "",
+            "rich_level": row[3],
+            "total_bets": row[4],
+            "wins": row[5],
+            "pnl": row[6],
+            "total_wagered": row[7],
+        }
+    return None
+
+
+@_with_lock
+def get_analytics(period: str = "all") -> dict:
+    """Get all analytics data for a given time period."""
+    client = get_client()
+
+    intervals = {
+        "1h": "now() - INTERVAL 1 HOUR",
+        "6h": "now() - INTERVAL 6 HOUR",
+        "24h": "now() - INTERVAL 24 HOUR",
+        "7d": "now() - INTERVAL 7 DAY",
+    }
+    cutoff_expr = intervals.get(period)
+    game_where = f"WHERE created_at >= {cutoff_expr}" if cutoff_expr else ""
+    bet_where = f"WHERE b.created_at >= {cutoff_expr}" if cutoff_expr else ""
+
+    # 1. Summary stats
+    summary_result = client.query(
+        f"SELECT count(), sum(total_pot), toInt64(avg(total_pot)) FROM games {game_where}"
+    )
+    sr = summary_result.result_rows[0] if summary_result.result_rows else (0, 0, 0)
+    # Bet counts
+    bet_summary = client.query(
+        f"SELECT count(), countDistinct(user_id) FROM bets {'WHERE created_at >= ' + cutoff_expr if cutoff_expr else ''}"
+    )
+    bs = bet_summary.result_rows[0] if bet_summary.result_rows else (0, 0)
+    summary = {
+        "total_games": sr[0],
+        "total_volume": int(sr[1] or 0),
+        "avg_pot": int(sr[2] or 0),
+        "total_bets_placed": bs[0],
+        "unique_bettors": bs[1],
+    }
+
+    # 2. Win distribution (chairs + bet rank)
+    dist_result = client.query(
+        f"SELECT winner, count() AS cnt FROM games {game_where} GROUP BY winner ORDER BY winner"
+    )
+    chairs_dist = {"A": 0, "B": 0, "C": 0}
+    for row in dist_result.result_rows:
+        chair = config.CHAIRS.get(row[0], "?")
+        if chair in chairs_dist:
+            chairs_dist[chair] = row[1]
+
+    rank_result = client.query(
+        f"""
+        SELECT
+            countIf(winner_bet >= greatest(bet_a, bet_b, bet_c)) AS high,
+            countIf(winner_bet > least(bet_a, bet_b, bet_c)
+                AND winner_bet < greatest(bet_a, bet_b, bet_c)) AS mid,
+            countIf(winner_bet <= least(bet_a, bet_b, bet_c)) AS low
+        FROM (
+            SELECT
+                bet_a, bet_b, bet_c,
+                multiIf(winner = 1, bet_a, winner = 2, bet_b, bet_c) AS winner_bet
+            FROM games
+            {game_where + ' AND' if game_where else 'WHERE'} bet_a + bet_b + bet_c > 0
+        )
+        """
+    )
+    bet_rank = {"high": 0, "mid": 0, "low": 0}
+    if rank_result.result_rows:
+        rr = rank_result.result_rows[0]
+        bet_rank = {"high": rr[0], "mid": rr[1], "low": rr[2]}
+
+    win_distribution = {"chairs": chairs_dist, "bet_rank": bet_rank}
+
+    # 3. Hand type distribution (winning hand types)
+    hand_type_result = client.query(
+        f"""
+        SELECT hand_type, count() AS cnt FROM (
+            SELECT multiIf(winner = 1, hand_type_a, winner = 2, hand_type_b, hand_type_c) AS hand_type
+            FROM games
+            {game_where}
+        )
+        WHERE hand_type > 0
+        GROUP BY hand_type
+        ORDER BY hand_type
+        """
+    )
+    hand_type_distribution = {}
+    for row in hand_type_result.result_rows:
+        type_name = config.HAND_TYPES.get(row[0], f"Type {row[0]}")
+        hand_type_distribution[type_name] = row[1]
+
+    # 4. Leaderboard
+    leaderboard_result = client.query(
+        f"""
+        SELECT
+            b.user_id,
+            any(u.nick_name) AS nick_name,
+            count() AS total_bets,
+            countIf(b.chair = g.winner) AS wins,
+            countIf(b.chair != g.winner) AS losses,
+            toInt64(sumIf(b.bet_amount, b.chair = g.winner) * 1.9
+                  - sumIf(b.bet_amount, b.chair != g.winner)) AS pnl,
+            sum(b.bet_amount) AS total_wagered
+        FROM bets b
+        JOIN games g ON b.game_no = g.game_no
+        LEFT JOIN users u ON b.user_id = u.user_id
+        {bet_where}
+        GROUP BY b.user_id
+        HAVING total_bets >= 3
+        ORDER BY pnl DESC
+        LIMIT 20
+        """
+    )
+    leaderboard = []
+    for row in leaderboard_result.result_rows:
+        leaderboard.append({
+            "user_id": row[0],
+            "nick_name": row[1] or str(row[0]),
+            "total_bets": row[2],
+            "wins": row[3],
+            "losses": row[4],
+            "pnl": row[5],
+            "total_wagered": row[6],
+        })
+
+    # 5. Hourly volume
+    hourly_result = client.query(
+        f"""
+        SELECT
+            toStartOfHour(created_at) AS hour,
+            count() AS games,
+            sum(total_pot) AS volume
+        FROM games
+        {game_where}
+        GROUP BY hour
+        ORDER BY hour
+        """
+    )
+    hourly_volume = []
+    for row in hourly_result.result_rows:
+        hourly_volume.append({
+            "hour": str(row[0]),
+            "games": row[1],
+            "volume": int(row[2] or 0),
+        })
+
+    # 6. Games list
+    games_result = client.query(
+        f"""
+        SELECT game_no, winner, total_pot, bet_a, bet_b, bet_c,
+               hand_a, hand_b, hand_c, hand_type_a, hand_type_b, hand_type_c,
+               cards_json, duration_s, created_at
+        FROM games
+        {game_where}
+        ORDER BY game_no DESC
+        LIMIT 200
+        """
+    )
+    games = []
+    for row in games_result.result_rows:
+        games.append({
+            "game_no": row[0],
+            "winner": row[1],
+            "total_pot": row[2],
+            "bet_a": row[3],
+            "bet_b": row[4],
+            "bet_c": row[5],
+            "hand_a": row[6],
+            "hand_b": row[7],
+            "hand_c": row[8],
+            "hand_type_a": row[9],
+            "hand_type_b": row[10],
+            "hand_type_c": row[11],
+            "cards_json": row[12],
+            "duration_s": row[13],
+            "created_at": str(row[14]),
+        })
+
+    return {
+        "summary": summary,
+        "win_distribution": win_distribution,
+        "hand_type_distribution": hand_type_distribution,
+        "leaderboard": leaderboard,
+        "hourly_volume": hourly_volume,
+        "games": games,
+    }
+
+
+@_with_lock
+def get_hot_cold_players(n: int = 5) -> dict:
+    """
+    Get players with highest and lowest P&L over their last 10 bets.
+    Returns {"hot": [...], "cold": [...]}.
+    """
+    client = get_client()
+    sql = """
+        WITH ranked AS (
+            SELECT
+                b.user_id,
+                b.game_no,
+                b.chair,
+                b.bet_amount,
+                g.winner,
+                row_number() OVER (PARTITION BY b.user_id ORDER BY b.created_at DESC) AS rn
+            FROM bets b
+            JOIN games g ON b.game_no = g.game_no
+        ),
+        last10 AS (
+            SELECT * FROM ranked WHERE rn <= 10
+        )
+        SELECT
+            l.user_id,
+            any(u.nick_name) AS nick_name,
+            count() AS total_bets,
+            countIf(l.chair = l.winner) AS wins,
+            toInt64(sumIf(l.bet_amount, l.chair = l.winner) * 1.9
+                  - sumIf(l.bet_amount, l.chair != l.winner)) AS pnl
+        FROM last10 l
+        LEFT JOIN users u ON l.user_id = u.user_id
+        GROUP BY l.user_id
+        HAVING total_bets >= 5
+        ORDER BY pnl DESC
+    """
+    result = client.query(sql)
+    all_players = []
+    for row in result.result_rows:
+        all_players.append({
+            "user_id": row[0],
+            "nick_name": row[1] or str(row[0]),
+            "total_bets": row[2],
+            "wins": row[3],
+            "pnl": row[4],
+        })
+    hot = [p for p in all_players if p["pnl"] > 0][:n]
+    cold = [p for p in all_players if p["pnl"] < 0][-n:]
+    cold.reverse()  # most negative first
+    return {"hot": hot, "cold": cold}
--- a/app/game_poller.py
+++ b/app/game_poller.py
@@ -0,0 +1,233 @@
+"""
+HTTP polling for Teen Patti game state.
+Polls FuncTag 86000041 every 3 seconds, tracks game phases,
+inserts completed rounds into ClickHouse, broadcasts to browser.
+"""
+
+import asyncio
+import json
+import logging
+import time
+from datetime import datetime
+
+from . import config
+from .auth import auto_login, get_full_state
+from . import db
+
+log = logging.getLogger(__name__)
+
+
+def _format_card(card: dict) -> str:
+    v = config.VALUES.get(card["cardValue"], str(card["cardValue"]))
+    s = config.SUITS.get(card["cardColor"], "?")
+    return f"{v}{s}"
+
+
+def _format_hand(cards: list[dict]) -> str:
+    return " ".join(_format_card(c) for c in cards)
+
+
+class GamePoller:
+    def __init__(self, broadcast_fn, push_refresh_fn=None):
+        self.broadcast = broadcast_fn
+        self.push_refresh = push_refresh_fn
+        self.user_id = 0
+        self.token = ""
+        self.should_run = True
+        self.current_round = None
+        self.last_status = None
+        self.round_data: dict = {}
+        self.errors = 0
+        self.rounds_recorded = 0
+
+    def _login(self):
+        self.user_id, self.token = auto_login()
+        log.info("Poller logged in: userId=%s", self.user_id)
+
+    def _poll(self) -> dict | None:
+        try:
+            data = get_full_state(self.user_id, self.token)
+            tag = data.get("TagCode", "")
+            if tag == "30001005":
+                log.warning("Token expired, re-authenticating...")
+                self._login()
+                data = get_full_state(self.user_id, self.token)
+            self.errors = 0
+            return data
+        except Exception as e:
+            self.errors += 1
+            log.warning("Poll failed (%dx): %s", self.errors, e)
+            if self.errors > 10:
+                log.error("Too many consecutive errors, re-authenticating")
+                try:
+                    self._login()
+                except Exception:
+                    pass
+                self.errors = 0
+            return None
+
+    async def _process(self, data: dict):
+        gi = data.get("gameInfo", {})
+        gn = gi.get("gameNo")
+        gs = gi.get("gameStatus")
+        init = data.get("initData", {})
+
+        if gn is None:
+            return
+
+        # New round detected
+        if gn != self.current_round:
+            # Save previous round if complete
+            if self.round_data.get("gameResult"):
+                self._save_round()
+                # Push updated stats over WS (non-blocking)
+                if self.push_refresh:
+                    await self.push_refresh()
+
+            self.current_round = gn
+            self.last_status = None
+            self.round_data = {
+                "gameNo": gn,
+                "time_start_ts": time.time(),
+            }
+            log.info("Round #%s started", gn)
+
+        # Build current state for browser
+        end_time = gi.get("endTime", 0)
+        current_time = init.get("currentTime", int(time.time() * 1000))
+        remaining_ms = max(0, end_time - current_time)
+
+        bets = gi.get("betInfos", {}).get("betInfoArry", [])
+        total_pot = gi.get("betInfos", {}).get("total", 0)
+        bet_map = {}
+        for b in bets:
+            chair = b["country"]
+            bet_map[config.CHAIRS.get(chair, "?")] = int(b.get("totalBet", 0) or 0)
+
+        # Cards (available in REVEALING/ENDED)
+        cards = {}
+        for p in gi.get("playerCardInfos", []):
+            chair = config.CHAIRS.get(p["country"], "?")
+            cards[chair] = {
+                "hand": _format_hand(p["cards"]),
+                "hand_type": config.HAND_TYPES.get(p["cardType"], "?"),
+                "hand_type_id": p["cardType"],
+                "cards_raw": p["cards"],
+            }
+
+        game_state = {
+            "game_no": gn,
+            "status": gs,
+            "status_name": config.STATUS_NAMES.get(gs, "?"),
+            "remaining_s": round(remaining_ms / 1000, 1),
+            "total_pot": total_pot,
+            "bets": bet_map,
+            "cards": cards,
+            "winner": gi.get("gameResult"),
+            "winner_name": config.CHAIRS.get(gi.get("gameResult"), None),
+        }
+
+        # Broadcast current state
+        await self.broadcast("game_state", game_state)
+
+        # Status transitions
+        if gs != self.last_status:
+            prev = self.last_status
+            self.last_status = gs
+
+            if gs == 2:
+                # Revealing — capture result
+                self._capture_result(gi)
+                await self.broadcast("cards_revealed", {
+                    "game_no": gn,
+                    "cards": cards,
+                    "winner": gi.get("gameResult"),
+                    "winner_name": config.CHAIRS.get(gi.get("gameResult"), "?"),
+                })
+
+            elif gs == 3:
+                # Ended
+                self._capture_result(gi)
+                self.round_data["time_end_ts"] = time.time()
+                start_ts = self.round_data.get("time_start_ts", 0)
+                self.round_data["duration_s"] = round(time.time() - start_ts)
+
+                await self.broadcast("round_result", {
+                    "game_no": gn,
+                    "winner": gi.get("gameResult"),
+                    "winner_name": config.CHAIRS.get(gi.get("gameResult"), "?"),
+                    "total_pot": total_pot,
+                    "bets": bet_map,
+                    "cards": cards,
+                    "duration_s": self.round_data["duration_s"],
+                })
+                # Push updated stats over WS
+                if self.push_refresh:
+                    await self.push_refresh()
+
+    def _capture_result(self, gi: dict):
+        self.round_data["gameResult"] = gi.get("gameResult")
+
+        bets = gi.get("betInfos", {}).get("betInfoArry", [])
+        self.round_data["total_pot"] = gi.get("betInfos", {}).get("total", 0)
+        for b in bets:
+            chair = b["country"]
+            self.round_data[f"bet_{config.CHAIRS.get(chair, '?').lower()}"] = (
+                int(b.get("totalBet", 0) or 0)
+            )
+
+        for p in gi.get("playerCardInfos", []):
+            chair_name = config.CHAIRS.get(p["country"], "?").lower()
+            self.round_data[f"hand_{chair_name}"] = _format_hand(p["cards"])
+            self.round_data[f"hand_type_{chair_name}"] = p["cardType"]
+
+        self.round_data["cards_json"] = json.dumps(gi.get("playerCardInfos", []))
+
+    def _save_round(self):
+        rd = self.round_data
+        if not rd.get("gameResult"):
+            return
+        try:
+            db.insert_game({
+                "game_no": rd["gameNo"],
+                "winner": rd["gameResult"],
+                "total_pot": rd.get("total_pot", 0),
+                "bet_a": rd.get("bet_a", 0),
+                "bet_b": rd.get("bet_b", 0),
+                "bet_c": rd.get("bet_c", 0),
+                "hand_a": rd.get("hand_a", ""),
+                "hand_b": rd.get("hand_b", ""),
+                "hand_c": rd.get("hand_c", ""),
+                "hand_type_a": rd.get("hand_type_a", 0),
+                "hand_type_b": rd.get("hand_type_b", 0),
+                "hand_type_c": rd.get("hand_type_c", 0),
+                "cards_json": rd.get("cards_json", ""),
+                "duration_s": rd.get("duration_s", 0),
+            })
+            self.rounds_recorded += 1
+            log.info("Round #%s saved (%d total)", rd["gameNo"], self.rounds_recorded)
+        except Exception as e:
+            log.error("Failed to save round #%s: %s", rd["gameNo"], e)
+
+    async def run(self):
+        loop = asyncio.get_running_loop()
+        await loop.run_in_executor(None, self._login)
+        log.info("Game poller started (interval=%ss)", config.POLL_INTERVAL)
+
+        while self.should_run:
+            data = await loop.run_in_executor(None, self._poll)
+            if data:
+                await self._process(data)
+            await asyncio.sleep(config.POLL_INTERVAL)
+
+        # Save last round
+        if self.round_data.get("gameResult"):
+            self.round_data.setdefault("time_end_ts", time.time())
+            start_ts = self.round_data.get("time_start_ts", 0)
+            self.round_data.setdefault("duration_s", round(time.time() - start_ts))
+            self._save_round()
+
+        log.info("Poller stopped. %d rounds recorded.", self.rounds_recorded)
+
+    def stop(self):
+        self.should_run = False
--- a/app/main.py
+++ b/app/main.py
@@ -0,0 +1,61 @@
+"""
+Entry point — starts all async tasks concurrently:
+1. StreamKar WebSocket client (anonymous, captures user bets)
+2. Game state HTTP poller (authenticated, captures full game state)
+3. aiohttp web server (serves dashboard, pushes events to browsers)
+"""
+
+import asyncio
+import logging
+import signal
+
+from .server import WebServer
+from .streamkar_ws import StreamKarWSClient
+from .game_poller import GamePoller
+
+logging.basicConfig(
+    level=logging.INFO,
+    format="%(asctime)s [%(name)s] %(levelname)s: %(message)s",
+    datefmt="%H:%M:%S",
+)
+log = logging.getLogger(__name__)
+
+
+async def main():
+    server = WebServer()
+    ws_client = StreamKarWSClient(broadcast_fn=server.broadcast)
+    poller = GamePoller(broadcast_fn=server.broadcast, push_refresh_fn=server.push_refresh)
+
+    loop = asyncio.get_event_loop()
+
+    def shutdown():
+        log.info("Shutting down...")
+        ws_client.stop()
+        poller.stop()
+        for task in asyncio.all_tasks(loop):
+            task.cancel()
+
+    for sig in (signal.SIGINT, signal.SIGTERM):
+        loop.add_signal_handler(sig, shutdown)
+
+    log.info("Starting Teen Patti Live Monitor")
+    log.info("Dashboard: http://localhost:8765")
+
+    tasks = [
+        asyncio.create_task(server.run(), name="web_server"),
+        asyncio.create_task(poller.run(), name="game_poller"),
+        asyncio.create_task(ws_client.run(), name="ws_client"),
+    ]
+
+    try:
+        await asyncio.gather(*tasks)
+    except asyncio.CancelledError:
+        pass
+    except Exception as e:
+        log.error("Fatal: %s", e)
+    finally:
+        log.info("Stopped.")
+
+
+if __name__ == "__main__":
+    asyncio.run(main())
--- a/app/server.py
+++ b/app/server.py
@@ -0,0 +1,191 @@
+"""
+aiohttp web server + browser WebSocket.
+Serves the dashboard and pushes real-time events to connected browsers.
+All blocking DB calls run in a thread executor to avoid blocking the event loop.
+"""
+
+import asyncio
+import json
+import logging
+import os
+from functools import partial
+
+from aiohttp import web
+
+from . import config
+from . import db
+
+log = logging.getLogger(__name__)
+
+STATIC_DIR = os.path.join(os.path.dirname(os.path.dirname(os.path.abspath(__file__))), "static")
+
+
+async def _run_sync(fn, *args):
+    """Run a blocking function in the default thread executor."""
+    loop = asyncio.get_running_loop()
+    return await loop.run_in_executor(None, partial(fn, *args))
+
+
+class WebServer:
+    def __init__(self):
+        self.app = web.Application()
+        self.clients: set[web.WebSocketResponse] = set()
+        self._setup_routes()
+
+    def _setup_routes(self):
+        self.app.router.add_get("/", self._handle_index)
+        self.app.router.add_get("/api/history", self._handle_history)
+        self.app.router.add_get("/api/leaderboard", self._handle_leaderboard)
+        self.app.router.add_get("/api/stats", self._handle_stats)
+        self.app.router.add_get("/api/user/{user_id}", self._handle_user)
+        self.app.router.add_get("/api/hot-cold", self._handle_hot_cold)
+        self.app.router.add_get("/analytics", self._handle_analytics_page)
+        self.app.router.add_get("/api/analytics", self._handle_analytics)
+        self.app.router.add_get("/ws", self._handle_ws)
+        self.app.router.add_static("/static/", STATIC_DIR, name="static")
+
+    async def _handle_index(self, request: web.Request) -> web.Response:
+        index_path = os.path.join(STATIC_DIR, "index.html")
+        return web.FileResponse(index_path)
+
+    async def _handle_history(self, request: web.Request) -> web.Response:
+        n = int(request.query.get("n", 50))
+        try:
+            games = await _run_sync(db.get_recent_games, n)
+            return web.json_response(games)
+        except Exception as e:
+            log.error("History query failed: %s", e)
+            return web.json_response([], status=500)
+
+    async def _handle_leaderboard(self, request: web.Request) -> web.Response:
+        n = int(request.query.get("n", 10))
+        try:
+            leaders = await _run_sync(db.get_leaderboard, n)
+            return web.json_response(leaders)
+        except Exception as e:
+            log.error("Leaderboard query failed: %s", e)
+            return web.json_response([], status=500)
+
+    async def _handle_stats(self, request: web.Request) -> web.Response:
+        try:
+            dist = await _run_sync(db.get_win_distribution)
+            biggest = await _run_sync(db.get_biggest_winner)
+            return web.json_response({"win_distribution": dist, "biggest_winner": biggest})
+        except Exception as e:
+            log.error("Stats query failed: %s", e)
+            return web.json_response({}, status=500)
+
+    async def _handle_user(self, request: web.Request) -> web.Response:
+        uid = int(request.match_info["user_id"])
+        try:
+            detail = await _run_sync(db.get_user_detail, uid)
+            if detail:
+                return web.json_response(detail)
+            return web.json_response({"error": "User not found"}, status=404)
+        except Exception as e:
+            log.error("User detail query failed: %s", e)
+            return web.json_response({"error": str(e)}, status=500)
+
+    async def _handle_analytics_page(self, request: web.Request) -> web.Response:
+        path = os.path.join(STATIC_DIR, "analytics.html")
+        return web.FileResponse(path)
+
+    async def _handle_analytics(self, request: web.Request) -> web.Response:
+        period = request.query.get("period", "all")
+        if period not in ("1h", "6h", "24h", "7d", "all"):
+            return web.json_response({"error": "Invalid period"}, status=400)
+        try:
+            data = await _run_sync(db.get_analytics, period)
+            return web.json_response(data)
+        except Exception as e:
+            log.error("Analytics query failed: %s", e)
+            return web.json_response({"error": str(e)}, status=500)
+
+    async def _handle_hot_cold(self, request: web.Request) -> web.Response:
+        try:
+            data = await _run_sync(db.get_hot_cold_players)
+            return web.json_response(data)
+        except Exception as e:
+            log.error("Hot/cold query failed: %s", e)
+            return web.json_response({"hot": [], "cold": []}, status=500)
+
+    async def _handle_ws(self, request: web.Request) -> web.WebSocketResponse:
+        ws = web.WebSocketResponse()
+        await ws.prepare(request)
+        self.clients.add(ws)
+        log.info("Browser connected (%d total)", len(self.clients))
+
+        # Send initial data (all DB calls in executor)
+        try:
+            if not ws.closed:
+                games = await _run_sync(db.get_recent_games, 50)
+                await ws.send_json({"type": "history", "data": games})
+            if not ws.closed:
+                dist = await _run_sync(db.get_win_distribution)
+                await ws.send_json({"type": "win_distribution", "data": dist})
+            if not ws.closed:
+                leaders = await _run_sync(db.get_leaderboard, 10)
+                await ws.send_json({"type": "leaderboard", "data": leaders})
+            if not ws.closed:
+                biggest = await _run_sync(db.get_biggest_winner)
+                if biggest:
+                    await ws.send_json({"type": "biggest_winner", "data": biggest})
+            if not ws.closed:
+                hot_cold = await _run_sync(db.get_hot_cold_players)
+                await ws.send_json({"type": "hot_cold", "data": hot_cold})
+        except Exception as e:
+            log.warning("Failed to send initial data: %s", e)
+
+        try:
+            async for msg in ws:
+                pass  # Browser doesn't send data, just listens
+        finally:
+            self.clients.discard(ws)
+            log.info("Browser disconnected (%d remaining)", len(self.clients))
+
+        return ws
+
+    async def broadcast(self, event_type: str, data: dict):
+        """Push event to all connected browsers."""
+        if not self.clients:
+            return
+        payload = json.dumps({"type": event_type, "data": data})
+        stale = set()
+        for ws in self.clients:
+            try:
+                await ws.send_str(payload)
+            except Exception:
+                stale.add(ws)
+        self.clients -= stale
+
+    async def push_refresh(self):
+        """Compute stats in executor and push over WS — no browser HTTP needed."""
+        try:
+            dist, leaders, biggest, hot_cold = await asyncio.gather(
+                _run_sync(db.get_win_distribution),
+                _run_sync(db.get_leaderboard, 10),
+                _run_sync(db.get_biggest_winner),
+                _run_sync(db.get_hot_cold_players),
+            )
+            await self.broadcast("win_distribution", dist)
+            await self.broadcast("leaderboard", leaders)
+            if biggest:
+                await self.broadcast("biggest_winner", biggest)
+            await self.broadcast("hot_cold", hot_cold)
+        except Exception as e:
+            log.warning("push_refresh failed: %s", e)
+
+    async def run(self):
+        runner = web.AppRunner(self.app)
+        await runner.setup()
+        site = web.TCPSite(runner, "0.0.0.0", config.WEB_PORT)
+        await site.start()
+        log.info("Web server listening on http://0.0.0.0:%s", config.WEB_PORT)
+        # Keep running until cancelled
+        try:
+            while True:
+                await asyncio.sleep(3600)
+        except asyncio.CancelledError:
+            pass
+        finally:
+            await runner.cleanup()
--- a/app/streamkar_ws.py
+++ b/app/streamkar_ws.py
@@ -0,0 +1,187 @@
+"""
+WebSocket client to StreamKar game room.
+Connects anonymously, captures USER_BET and GAME_WIN events.
+"""
+
+import asyncio
+import json
+import logging
+import time
+from datetime import datetime, timezone
+
+import websockets
+
+from . import config
+from .auth import get_socket_address, auto_login, get_user_profile
+from . import db
+
+log = logging.getLogger(__name__)
+
+
+class StreamKarWSClient:
+    def __init__(self, broadcast_fn):
+        """
+        broadcast_fn: async callable(event_type: str, data: dict) to push to browser clients.
+        """
+        self.broadcast = broadcast_fn
+        self.room_id = config.DEFAULT_ROOM_ID
+        self.should_run = True
+        self.reconnect_delay = 2.0
+        self._known_users: set[int] = set()
+        self._user_id = 0
+        self._token = None
+        self._session_wagered: dict[int, int] = {}  # user_id -> total wagered this session
+
+    async def _ensure_auth(self):
+        if not self._token:
+            self._user_id, self._token = auto_login()
+
+    async def _fetch_user_profile(self, target_uid: int):
+        """Fetch and cache user profile in background."""
+        if target_uid in self._known_users or target_uid == 0:
+            return
+        self._known_users.add(target_uid)
+        try:
+            await self._ensure_auth()
+            profile = get_user_profile(target_uid, self._user_id, self._token)
+            if profile:
+                db.upsert_user(profile)
+                log.debug("Fetched profile for %s: %s", target_uid, profile.get("nick_name"))
+        except Exception as e:
+            log.warning("Failed to fetch profile for %s: %s", target_uid, e)
+
+    def _build_login_msg(self, room_source: int) -> dict:
+        return {
+            "p": config.PLATFORM,
+            "a": config.APP_ID,
+            "v": config.VERSION_CODE,
+            "l": "en",
+            "MsgTag": config.MSGTAG_ROOM_LOGIN,
+            "roomId": self.room_id,
+            "roomSource": room_source,
+            "appId": config.APP_ID,
+            "softVersion": str(config.VERSION_CODE),
+            "container": 1,
+            "enterFrom": "room_list",
+        }
+
+    async def _handle_message(self, msg: dict):
+        tag = msg.get("MsgTag")
+        if tag is None:
+            return
+        tag = int(tag)
+
+        if tag == config.MSGTAG_USER_BET:
+            bet_info = msg.get("betInfo", {})
+            uid = msg.get("userId", 0)
+            game_no = msg.get("gameNo", 0)
+            chair = bet_info.get("betCard", 0)
+            amount = bet_info.get("betAmount", 0)
+            total = bet_info.get("totalBet", 0)
+
+            # Insert into ClickHouse
+            try:
+                db.insert_bet({
+                    "game_no": game_no,
+                    "user_id": uid,
+                    "chair": chair,
+                    "bet_amount": amount,
+                    "total_bet": total,
+                })
+            except Exception as e:
+                log.warning("Failed to insert bet: %s", e)
+
+            # Track session wagered
+            self._session_wagered[uid] = self._session_wagered.get(uid, 0) + amount
+
+            # Resolve user name
+            nick = db.get_user_name(uid) if uid else None
+            # Fetch profile async if unknown
+            if not nick and uid:
+                asyncio.create_task(self._fetch_user_profile(uid))
+
+            # Broadcast to browser
+            await self.broadcast("user_bet", {
+                "game_no": game_no,
+                "user_id": uid,
+                "nick_name": nick or str(uid),
+                "chair": chair,
+                "chair_name": config.CHAIRS.get(chair, "?"),
+                "bet_amount": amount,
+                "total_bet": total,
+                "session_wagered": self._session_wagered.get(uid, 0),
+                "timestamp": datetime.now(timezone.utc).isoformat(),
+            })
+
+        elif tag == config.MSGTAG_GAME_WIN:
+            log.info("GAME_WIN broadcast received")
+            await self.broadcast("game_win_ws", {
+                "raw": {k: v for k, v in msg.items()
+                        if k not in ("p", "a", "v", "l", "MsgTag")},
+                "timestamp": datetime.now(timezone.utc).isoformat(),
+            })
+
+        elif tag == config.MSGTAG_LOGIN_ACK:
+            log.info("WS login acknowledged — receiving room broadcasts")
+
+    async def _connect_and_listen(self, ws_url: str, room_source: int):
+        log.info("Connecting to %s ...", ws_url)
+        try:
+            async with websockets.connect(
+                ws_url,
+                additional_headers={"User-Agent": "okhttp/4.9.3"},
+                ping_interval=30,
+                ping_timeout=10,
+                close_timeout=5,
+            ) as ws:
+                self.reconnect_delay = 2.0
+                login_msg = self._build_login_msg(room_source)
+                await ws.send(json.dumps(login_msg))
+                log.info("WS login sent for room %s", self.room_id)
+
+                async for raw in ws:
+                    if not self.should_run:
+                        break
+                    if isinstance(raw, bytes):
+                        try:
+                            raw = raw.decode("utf-8")
+                        except UnicodeDecodeError:
+                            continue
+                    try:
+                        msg = json.loads(raw)
+                    except json.JSONDecodeError:
+                        continue
+                    await self._handle_message(msg)
+
+        except websockets.ConnectionClosed as e:
+            log.warning("WS connection closed: code=%s reason=%s", e.code, e.reason)
+        except Exception as e:
+            log.warning("WS error: %s: %s", type(e).__name__, e)
+
+    async def run(self):
+        """Connect with automatic reconnection."""
+        while self.should_run:
+            try:
+                await self._ensure_auth()
+                socket_data = get_socket_address(
+                    self.room_id, user_id=self._user_id, token=self._token
+                )
+                ws_url = socket_data.get("ws")
+                if not ws_url:
+                    log.error("No WS URL returned, retrying in %ss", self.reconnect_delay)
+                    await asyncio.sleep(self.reconnect_delay)
+                    self.reconnect_delay = min(self.reconnect_delay * 1.5, 60)
+                    continue
+                room_source = socket_data.get("roomSource", 9)
+                await self._connect_and_listen(ws_url, room_source)
+            except Exception as e:
+                log.error("WS run error: %s", e)
+
+            if not self.should_run:
+                break
+            log.info("Reconnecting WS in %ss...", self.reconnect_delay)
+            await asyncio.sleep(self.reconnect_delay)
+            self.reconnect_delay = min(self.reconnect_delay * 1.5, 60)
+
+    def stop(self):
+        self.should_run = False
--- a/clickhouse/init.sql
+++ b/clickhouse/init.sql
@@ -0,0 +1,42 @@
+CREATE TABLE IF NOT EXISTS games (
+    game_no       UInt64,
+    winner        UInt8,
+    total_pot     UInt64,
+    bet_a         UInt64,
+    bet_b         UInt64,
+    bet_c         UInt64,
+    hand_a        String,
+    hand_b        String,
+    hand_c        String,
+    hand_type_a   UInt8,
+    hand_type_b   UInt8,
+    hand_type_c   UInt8,
+    cards_json    String,
+    duration_s    UInt32,
+    created_at    DateTime DEFAULT now()
+) ENGINE = ReplacingMergeTree()
+ORDER BY game_no;
+
+CREATE TABLE IF NOT EXISTS bets (
+    game_no       UInt64,
+    user_id       UInt64,
+    chair         UInt8,
+    bet_amount    UInt64,
+    total_bet     UInt64,
+    created_at    DateTime64(3) DEFAULT now64(3)
+) ENGINE = MergeTree()
+ORDER BY (game_no, user_id, created_at);
+
+CREATE TABLE IF NOT EXISTS users (
+    user_id       UInt64,
+    nick_name     String,
+    rich_level    UInt16,
+    actor_level   UInt16,
+    gender        UInt8,
+    consume_total UInt64,
+    earn_total    UInt64,
+    is_actor      UInt8,
+    portrait      String,
+    updated_at    DateTime DEFAULT now()
+) ENGINE = ReplacingMergeTree(updated_at)
+ORDER BY user_id;
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -0,0 +1,41 @@
+services:
+  clickhouse:
+    image: clickhouse/clickhouse-server:latest
+    ports:
+      - "8124:8123"
+    volumes:
+      - clickhouse_data:/var/lib/clickhouse
+      - ./clickhouse/init.sql:/docker-entrypoint-initdb.d/init.sql
+    environment:
+      - CLICKHOUSE_DEFAULT_ACCESS_MANAGEMENT=1
+      - CLICKHOUSE_PASSWORD=
+    ulimits:
+      nofile:
+        soft: 262144
+        hard: 262144
+
+  app:
+    build: .
+    depends_on:
+      - clickhouse
+    volumes:
+      - ../sk_credentials.json:/app/sk_credentials.json:ro
+    environment:
+      - CLICKHOUSE_HOST=clickhouse
+      - SK_CREDENTIALS_FILE=/app/sk_credentials.json
+
+  caddy:
+    image: caddy:2-alpine
+    ports:
+      - "8443:8443"
+    volumes:
+      - ./Caddyfile:/etc/caddy/Caddyfile:ro
+      - caddy_data:/data
+      - caddy_config:/config
+    depends_on:
+      - app
+
+volumes:
+  clickhouse_data:
+  caddy_data:
+  caddy_config:
--- a/requirements.txt
+++ b/requirements.txt
@@ -0,0 +1,4 @@
+aiohttp>=3.9
+websockets>=12.0
+clickhouse-connect>=0.7
+requests>=2.31
--- a/static/analytics.html
+++ b/static/analytics.html
@@ -0,0 +1,579 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>Teen Patti Analytics</title>
+<script src="https://cdn.jsdelivr.net/npm/chart.js@4"></script>
+<style>
+  :root {
+    --bg: #0f1117;
+    --surface: #1a1d27;
+    --surface2: #232736;
+    --surface3: #2a2e42;
+    --border: #2d3148;
+    --text: #e4e6f0;
+    --text2: #8b8fa3;
+    --text3: #5a5f75;
+    --accent: #6c5ce7;
+    --chair-a: #3b82f6;
+    --chair-b: #ec4899;
+    --chair-c: #f59e0b;
+    --green: #10b981;
+    --red: #ef4444;
+  }
+  * { margin: 0; padding: 0; box-sizing: border-box; }
+  body {
+    font-family: -apple-system, 'Segoe UI', Roboto, sans-serif;
+    background: var(--bg);
+    color: var(--text);
+    min-height: 100vh;
+  }
+
+  /* Header */
+  .header {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    padding: 10px 20px;
+    background: var(--surface);
+    border-bottom: 1px solid var(--border);
+  }
+  .header h1 { font-size: 15px; font-weight: 700; letter-spacing: -0.3px; }
+  .nav-link {
+    font-size: 12px; color: var(--accent); text-decoration: none;
+    font-weight: 600; transition: color 0.2s;
+  }
+  .nav-link:hover { color: #a78bfa; }
+
+  /* Period Selector */
+  .period-bar {
+    display: flex; align-items: center; gap: 6px;
+    padding: 10px 20px;
+    background: var(--surface);
+    border-bottom: 1px solid var(--border);
+  }
+  .period-label { font-size: 11px; color: var(--text2); font-weight: 600; margin-right: 4px; }
+  .period-btn {
+    padding: 4px 12px; border-radius: 4px; font-size: 11px;
+    font-weight: 700; border: 1px solid var(--border);
+    background: var(--surface2); color: var(--text2);
+    cursor: pointer; transition: all 0.2s;
+  }
+  .period-btn:hover { border-color: var(--accent); color: var(--text); }
+  .period-btn.active {
+    background: var(--accent); border-color: var(--accent); color: #fff;
+  }
+  .loading-indicator {
+    font-size: 11px; color: var(--text3); margin-left: auto;
+  }
+
+  /* Content */
+  .content { padding: 16px 20px; max-width: 1200px; margin: 0 auto; }
+
+  /* Summary Cards */
+  .summary-row {
+    display: grid;
+    grid-template-columns: repeat(5, 1fr);
+    gap: 10px;
+    margin-bottom: 16px;
+  }
+  .summary-card {
+    background: var(--surface);
+    border: 1px solid var(--border);
+    border-radius: 8px;
+    padding: 12px;
+    text-align: center;
+  }
+  .summary-card-label {
+    font-size: 10px; text-transform: uppercase; letter-spacing: 0.8px;
+    color: var(--text3); font-weight: 700;
+  }
+  .summary-card-value {
+    font-size: 22px; font-weight: 800; margin-top: 4px;
+    font-variant-numeric: tabular-nums;
+  }
+
+  /* Section */
+  .section {
+    background: var(--surface);
+    border: 1px solid var(--border);
+    border-radius: 8px;
+    padding: 14px;
+    margin-bottom: 16px;
+  }
+  .section-title {
+    font-size: 10px; text-transform: uppercase; letter-spacing: 1.2px;
+    color: var(--text2); margin-bottom: 10px; font-weight: 700;
+  }
+
+  /* Chart */
+  .chart-container { position: relative; height: 200px; }
+
+  /* Two column layout */
+  .two-col {
+    display: grid;
+    grid-template-columns: 1fr 1fr;
+    gap: 16px;
+    margin-bottom: 16px;
+  }
+
+  /* Horizontal Bar */
+  .hbar-row {
+    display: flex; align-items: center; gap: 8px;
+    padding: 5px 0; font-size: 13px;
+  }
+  .hbar-label {
+    font-weight: 700; min-width: 80px; font-size: 12px;
+  }
+  .hbar-bg {
+    flex: 1; height: 22px; border-radius: 4px;
+    background: var(--surface3); overflow: hidden;
+  }
+  .hbar-fill {
+    height: 100%; border-radius: 4px;
+    transition: width 0.4s ease; min-width: 2px;
+  }
+  .hbar-value {
+    font-weight: 700; min-width: 60px; text-align: right;
+    font-variant-numeric: tabular-nums; font-size: 12px;
+  }
+  .hbar-pct {
+    font-size: 11px; color: var(--text3); min-width: 40px; text-align: right;
+  }
+
+  /* Leaderboard Table */
+  .lb-table { width: 100%; border-collapse: collapse; font-size: 12px; }
+  .lb-table th {
+    text-align: left; padding: 6px 8px;
+    border-bottom: 2px solid var(--border);
+    color: var(--text3); font-size: 10px;
+    text-transform: uppercase; letter-spacing: 0.5px; font-weight: 700;
+  }
+  .lb-table td { padding: 5px 8px; border-bottom: 1px solid #2d314830; }
+  .lb-table tr:hover { background: var(--surface2); }
+  .lb-table .positive { color: var(--green); }
+  .lb-table .negative { color: var(--red); }
+  .lb-table .rank-col { width: 30px; color: var(--text3); font-weight: 700; }
+  .lb-table .name-col {
+    max-width: 180px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap;
+  }
+  .lb-table .num-col {
+    text-align: right; font-variant-numeric: tabular-nums; font-weight: 600;
+  }
+  .lb-table .pnl-col {
+    text-align: right; font-variant-numeric: tabular-nums; font-weight: 800;
+  }
+
+  /* History Table */
+  .history-table { width: 100%; border-collapse: collapse; font-size: 12px; }
+  .history-table th {
+    text-align: left; padding: 5px 6px;
+    border-bottom: 2px solid var(--border);
+    color: var(--text3); font-size: 10px;
+    text-transform: uppercase; letter-spacing: 0.5px; font-weight: 700;
+  }
+  .history-table td { padding: 4px 6px; border-bottom: 1px solid #2d314830; }
+  .history-table tr:hover { background: var(--surface2); }
+  .winner-cell { font-weight: 800; }
+  .winner-A { color: var(--chair-a); }
+  .winner-B { color: var(--chair-b); }
+  .winner-C { color: var(--chair-c); }
+  .history-hand { font-family: 'SF Mono', Consolas, monospace; font-size: 11px; white-space: nowrap; }
+  .history-hand.winning-hand { font-weight: 700; }
+  .history-hand.losing-hand { opacity: 0.4; }
+  .history-pot { font-size: 9px; color: var(--text3); font-variant-numeric: tabular-nums; margin-right: 3px; }
+  .hand-tag {
+    font-size: 9px; padding: 1px 4px; border-radius: 3px;
+    margin-left: 4px; font-weight: 600; display: inline-block;
+    vertical-align: middle;
+  }
+  .hand-tag-win { background: #10b98120; color: var(--green); }
+  .hand-tag-type { background: var(--surface3); color: var(--text2); }
+  .card-red { color: #ef4444; }
+  .card-white { color: #e4e6f0; }
+  .bet-rank {
+    font-size: 9px; padding: 2px 6px; border-radius: 3px;
+    font-weight: 700; letter-spacing: 0.3px; text-transform: uppercase;
+  }
+  .bet-rank-low  { background: #10b98125; color: #34d399; }
+  .bet-rank-mid  { background: #f59e0b25; color: #fbbf24; }
+  .bet-rank-high { background: #ef444425; color: #f87171; }
+
+  .history-scroll { max-height: 500px; overflow-y: auto; }
+
+  @media (max-width: 768px) {
+    .summary-row { grid-template-columns: repeat(3, 1fr); }
+    .two-col { grid-template-columns: 1fr; }
+  }
+</style>
+</head>
+<body>
+
+<div class="header">
+  <h1>Teen Patti Analytics</h1>
+  <a href="/" class="nav-link">Live Dashboard &rarr;</a>
+</div>
+
+<div class="period-bar">
+  <span class="period-label">Period:</span>
+  <button class="period-btn" data-period="1h">1H</button>
+  <button class="period-btn" data-period="6h">6H</button>
+  <button class="period-btn" data-period="24h">24H</button>
+  <button class="period-btn" data-period="7d">7D</button>
+  <button class="period-btn active" data-period="all">ALL</button>
+  <span class="loading-indicator" id="loading" style="display:none">Loading...</span>
+</div>
+
+<div class="content">
+  <!-- Summary Cards -->
+  <div class="summary-row">
+    <div class="summary-card">
+      <div class="summary-card-label">Total Games</div>
+      <div class="summary-card-value" id="s-games">-</div>
+    </div>
+    <div class="summary-card">
+      <div class="summary-card-label">Volume</div>
+      <div class="summary-card-value" id="s-volume">-</div>
+    </div>
+    <div class="summary-card">
+      <div class="summary-card-label">Avg Pot</div>
+      <div class="summary-card-value" id="s-avg-pot">-</div>
+    </div>
+    <div class="summary-card">
+      <div class="summary-card-label">Bets Placed</div>
+      <div class="summary-card-value" id="s-bets">-</div>
+    </div>
+    <div class="summary-card">
+      <div class="summary-card-label">Unique Bettors</div>
+      <div class="summary-card-value" id="s-bettors">-</div>
+    </div>
+  </div>
+
+  <!-- Volume Over Time Chart -->
+  <div class="section">
+    <div class="section-title">Volume Over Time</div>
+    <div class="chart-container">
+      <canvas id="volume-chart"></canvas>
+    </div>
+  </div>
+
+  <!-- Win Distribution + Hand Type Distribution -->
+  <div class="two-col">
+    <div class="section">
+      <div class="section-title">Win Distribution</div>
+      <div id="win-dist"></div>
+      <div class="section-title" style="margin-top:14px">Winner Bet Rank</div>
+      <div id="bet-rank-dist"></div>
+    </div>
+    <div class="section">
+      <div class="section-title">Hand Type Distribution</div>
+      <div id="hand-type-dist"></div>
+    </div>
+  </div>
+
+  <!-- Leaderboard -->
+  <div class="section">
+    <div class="section-title">Leaderboard (Top 20 by P&amp;L)</div>
+    <table class="lb-table">
+      <thead>
+        <tr>
+          <th>#</th>
+          <th>Name</th>
+          <th style="text-align:right">Bets</th>
+          <th style="text-align:right">Wins</th>
+          <th style="text-align:right">W%</th>
+          <th style="text-align:right">P&amp;L</th>
+          <th style="text-align:right">Wagered</th>
+        </tr>
+      </thead>
+      <tbody id="lb-body"></tbody>
+    </table>
+  </div>
+
+  <!-- Game History -->
+  <div class="section">
+    <div class="section-title">Game History</div>
+    <div class="history-scroll">
+      <table class="history-table">
+        <thead>
+          <tr>
+            <th>#</th>
+            <th>W</th>
+            <th>Pot</th>
+            <th>Bet</th>
+            <th>Hand A</th>
+            <th>Hand B</th>
+            <th>Hand C</th>
+          </tr>
+        </thead>
+        <tbody id="history-body"></tbody>
+      </table>
+    </div>
+  </div>
+</div>
+
+<script>
+const $ = id => document.getElementById(id);
+const fmt = n => {
+  if (n === null || n === undefined) return '0';
+  const abs = Math.abs(n);
+  if (abs >= 1e6) return (n/1e6).toFixed(1) + 'M';
+  if (abs >= 1e3) return (n/1e3).toFixed(1) + 'K';
+  return String(n);
+};
+const fmtFull = n => {
+  if (n === null || n === undefined) return '0';
+  return Number(n).toLocaleString();
+};
+const escHtml = s => {
+  if (!s) return '';
+  const d = document.createElement('div');
+  d.textContent = s;
+  return d.innerHTML;
+};
+
+const CHAIRS = {1:'A', 2:'B', 3:'C'};
+const CHAIR_COLORS = {A:'#3b82f6', B:'#ec4899', C:'#f59e0b'};
+const HAND_TYPES = {1:'High Card', 2:'Pair', 3:'Flush', 4:'Straight', 5:'Str. Flush', 6:'Trail'};
+
+function colorCard(text) {
+  return text.replace(/([^\s]+)/g, m => {
+    if (m.includes('\u2665') || m.includes('\u2666'))
+      return `<span class="card-red">${m}</span>`;
+    return `<span class="card-white">${m}</span>`;
+  });
+}
+
+function getBetRank(betA, betB, betC, winnerChair) {
+  const bets = [betA || 0, betB || 0, betC || 0];
+  const winIdx = winnerChair === 'A' ? 0 : winnerChair === 'B' ? 1 : 2;
+  const winBet = bets[winIdx];
+  if (winBet === 0) return null;
+  const sorted = [...bets].sort((a, b) => a - b);
+  if (winBet <= sorted[0]) return 'low';
+  if (winBet >= sorted[2]) return 'high';
+  return 'mid';
+}
+
+function betRankCell(rank) {
+  if (!rank) return '<td>&mdash;</td>';
+  return `<td><span class="bet-rank bet-rank-${rank}">${rank}</span></td>`;
+}
+
+function buildHandCell(handStr, handTypeId, isWinner, chairBet) {
+  if (!handStr) return '<td>&mdash;</td>';
+  const cls = isWinner ? 'history-hand winning-hand' : 'history-hand losing-hand';
+  const typeName = HAND_TYPES[handTypeId] || '';
+  let tag = '';
+  if (isWinner) {
+    tag = `<span class="hand-tag hand-tag-win">WIN</span>`;
+  } else if (handTypeId >= 2) {
+    tag = `<span class="hand-tag hand-tag-type">${typeName}</span>`;
+  }
+  const potStr = chairBet ? `<span class="history-pot">${fmt(chairBet)}</span>` : '';
+  return `<td>${potStr}<span class="${cls}">${colorCard(handStr)}</span>${tag}</td>`;
+}
+
+// ── Chart ──
+let volumeChart;
+function initChart() {
+  const ctx = $('volume-chart').getContext('2d');
+  volumeChart = new Chart(ctx, {
+    type: 'bar',
+    data: {
+      labels: [],
+      datasets: [
+        {
+          label: 'Games',
+          data: [],
+          backgroundColor: '#6c5ce740',
+          borderColor: '#6c5ce7',
+          borderWidth: 1,
+          yAxisID: 'y',
+          order: 2,
+        },
+        {
+          label: 'Volume',
+          data: [],
+          type: 'line',
+          borderColor: '#10b981',
+          backgroundColor: '#10b98118',
+          borderWidth: 2,
+          pointRadius: 2,
+          fill: true,
+          tension: 0.3,
+          yAxisID: 'y1',
+          order: 1,
+        },
+      ]
+    },
+    options: {
+      responsive: true,
+      maintainAspectRatio: false,
+      animation: { duration: 300 },
+      plugins: {
+        legend: { labels: { color: '#8b8fa3', font: { size: 10 }, boxWidth: 12 } },
+      },
+      scales: {
+        x: {
+          ticks: { color: '#5a5f75', font: { size: 9 }, maxRotation: 45 },
+          grid: { color: '#2d314820' },
+        },
+        y: {
+          position: 'left',
+          title: { display: true, text: 'Games', color: '#5a5f75', font: { size: 10 } },
+          ticks: { color: '#5a5f75', font: { size: 10 } },
+          grid: { color: '#2d314830' },
+        },
+        y1: {
+          position: 'right',
+          title: { display: true, text: 'Volume', color: '#5a5f75', font: { size: 10 } },
+          ticks: { color: '#5a5f75', callback: v => fmt(v), font: { size: 10 } },
+          grid: { drawOnChartArea: false },
+        },
+      }
+    }
+  });
+}
+
+// ── Rendering ──
+function renderSummary(s) {
+  $('s-games').textContent = fmtFull(s.total_games);
+  $('s-volume').textContent = fmt(s.total_volume);
+  $('s-avg-pot').textContent = fmt(s.avg_pot);
+  $('s-bets').textContent = fmtFull(s.total_bets_placed);
+  $('s-bettors').textContent = fmtFull(s.unique_bettors);
+}
+
+function renderVolumeChart(hourly) {
+  const labels = hourly.map(h => {
+    const d = new Date(h.hour);
+    return d.toLocaleTimeString([], { hour: '2-digit', minute: '2-digit', hour12: false });
+  });
+  volumeChart.data.labels = labels;
+  volumeChart.data.datasets[0].data = hourly.map(h => h.games);
+  volumeChart.data.datasets[1].data = hourly.map(h => h.volume);
+  volumeChart.update();
+}
+
+function renderHBar(container, items, colorFn) {
+  const total = items.reduce((s, i) => s + i.value, 0) || 1;
+  const max = Math.max(...items.map(i => i.value)) || 1;
+  container.innerHTML = items.map(item => {
+    const pct = (item.value / max * 100).toFixed(0);
+    const totalPct = (item.value / total * 100).toFixed(1);
+    const color = colorFn(item.label);
+    return `
+      <div class="hbar-row">
+        <span class="hbar-label" style="color:${color}">${item.label}</span>
+        <div class="hbar-bg">
+          <div class="hbar-fill" style="width:${pct}%;background:${color}"></div>
+        </div>
+        <span class="hbar-value">${fmtFull(item.value)}</span>
+        <span class="hbar-pct">${totalPct}%</span>
+      </div>
+    `;
+  }).join('');
+}
+
+function renderWinDist(dist) {
+  const chairs = dist.chairs;
+  renderHBar($('win-dist'), [
+    { label: 'A', value: chairs.A || 0 },
+    { label: 'B', value: chairs.B || 0 },
+    { label: 'C', value: chairs.C || 0 },
+  ], l => CHAIR_COLORS[l]);
+
+  const br = dist.bet_rank;
+  renderHBar($('bet-rank-dist'), [
+    { label: 'High', value: br.high || 0 },
+    { label: 'Mid', value: br.mid || 0 },
+    { label: 'Low', value: br.low || 0 },
+  ], l => l === 'High' ? '#f87171' : l === 'Mid' ? '#fbbf24' : '#34d399');
+}
+
+function renderHandTypes(dist) {
+  const order = ['Trail', 'Straight Flush', 'Straight', 'Flush', 'Pair', 'High Card'];
+  const items = order
+    .filter(t => dist[t] !== undefined)
+    .map(t => ({ label: t, value: dist[t] }));
+  renderHBar($('hand-type-dist'), items, () => '#6c5ce7');
+}
+
+function renderLeaderboard(leaders) {
+  const body = $('lb-body');
+  body.innerHTML = leaders.map((l, i) => {
+    const pnlClass = l.pnl >= 0 ? 'positive' : 'negative';
+    const pnlSign = l.pnl >= 0 ? '+' : '';
+    const wr = l.total_bets > 0 ? Math.round(l.wins / l.total_bets * 100) : 0;
+    return `
+      <tr>
+        <td class="rank-col">${i + 1}</td>
+        <td class="name-col">${escHtml(l.nick_name)}</td>
+        <td class="num-col">${l.total_bets}</td>
+        <td class="num-col">${l.wins}</td>
+        <td class="num-col">${wr}%</td>
+        <td class="pnl-col ${pnlClass}">${pnlSign}${fmtFull(l.pnl)}</td>
+        <td class="num-col">${fmt(l.total_wagered)}</td>
+      </tr>
+    `;
+  }).join('');
+}
+
+function renderGames(games) {
+  const body = $('history-body');
+  body.innerHTML = games.map(g => {
+    const w = CHAIRS[g.winner] || '?';
+    const rank = getBetRank(g.bet_a, g.bet_b, g.bet_c, w);
+    return `
+      <tr>
+        <td>${g.game_no}</td>
+        <td class="winner-cell winner-${w}">${w}</td>
+        <td>${fmt(g.total_pot)}</td>
+        ${betRankCell(rank)}
+        ${buildHandCell(g.hand_a, g.hand_type_a, w === 'A', g.bet_a)}
+        ${buildHandCell(g.hand_b, g.hand_type_b, w === 'B', g.bet_b)}
+        ${buildHandCell(g.hand_c, g.hand_type_c, w === 'C', g.bet_c)}
+      </tr>
+    `;
+  }).join('');
+}
+
+// ── Data Fetching ──
+let currentPeriod = 'all';
+
+async function fetchAnalytics(period) {
+  currentPeriod = period;
+  $('loading').style.display = 'inline';
+  // Update active button
+  document.querySelectorAll('.period-btn').forEach(btn => {
+    btn.classList.toggle('active', btn.dataset.period === period);
+  });
+
+  try {
+    const resp = await fetch(`/api/analytics?period=${period}`);
+    const data = await resp.json();
+    renderSummary(data.summary);
+    renderVolumeChart(data.hourly_volume);
+    renderWinDist(data.win_distribution);
+    renderHandTypes(data.hand_type_distribution);
+    renderLeaderboard(data.leaderboard);
+    renderGames(data.games);
+  } catch (e) {
+    console.error('Failed to fetch analytics:', e);
+  } finally {
+    $('loading').style.display = 'none';
+  }
+}
+
+// ── Init ──
+document.querySelectorAll('.period-btn').forEach(btn => {
+  btn.addEventListener('click', () => fetchAnalytics(btn.dataset.period));
+});
+
+initChart();
+fetchAnalytics('all');
+</script>
+</body>
+</html>
--- a/static/index.html
+++ b/static/index.html