fix(HEL-560): 问天冻结区不再被陈旧样式清理波及

上一提交为过 CSS 门禁删掉了 heaven/foundation.css 里一条已无人引用的 .model.on，
但问天是冻结区，不该为了门禁变绿去动它。改为把冻结样式表从"每条选择器都要有
运行时消费者"这一项里排除，文件本身恢复原样；其余门禁照常覆盖问天。

Co-authored-by: multica-agent <github@multica.ai>

.env.example

@@ -12,6 +12,10 @@ TUSHARE_TOKEN=your_tushare_token_here
 DATAHUB_BASE_URL=http://127.0.0.1:8766
 DATAHUB_TOKEN=
 
+# 数据中枢控制台（8766）用它调用 /api/hub-admin/* 校验主站会话、读写模型池与
+# 会员/邀请码。两个服务必须填同一个值；32+ 随机字节，未设置则桥接直接拒绝。
+HUB_ADMIN_TOKEN=
+
 # iFinD credentials live on xiaobai-datahub, not the website process.
 # IFIND_REFRESH_TOKEN=your_ifind_refresh_token_here
 # IFIND_ACCESS_TOKEN=

DOCKER_DEPLOY.md

@@ -274,3 +274,18 @@ docker compose restart xiaobai-review
 当前部署使用局域网 HTTP，账号密码和会话只适合可信内网使用。不要直接将
 `8765` 暴露到互联网。以后需要公网访问时，应在容器前增加 Caddy 或 Nginx，
 启用 HTTPS，并限制可信来源。
+
+### 数据中枢控制台（8766）
+
+数据中枢是管理员的统一配置入口（数据源凭证、模型池、会员与邀请码），叠加
+`compose.datahub.yaml` 部署，容器名 `xiaobai-datahub`：
+
+- 它没有独立账号，用主站管理员账号进入；未登录会跳主站登录页，非管理员一律 403。
+  每个页面与接口都在服务端校验，前端隐藏不作为权限依据。
+- 两侧 `.env` 的 `HUB_ADMIN_TOKEN` 必须填成同一个随机值（服务间桥接令牌）。缺失或
+  不一致时控制台无法校验会话，页面会停在门禁面板。
+- `REVIEW_BASE_URL` 是中枢访问主站的地址（同一 compose 网络内用服务名
+  `http://xiaobai-review:8765`）；`REVIEW_PUBLIC_URL` 是浏览器可达的主站地址，
+  留空则按当前主机名推导。
+- 会话 cookie 靠"同主机不同端口"共享，因此主站与中枢必须对浏览器暴露在同一主机名下；
+  8766 与 8765 同样只在可信内网开放。

README.md

@@ -51,6 +51,8 @@ python server.py
 
 默认监听 `127.0.0.1:8765`（仅本机可访问）。浏览器打开该地址，首次使用先注册账号；第一个账号自动成为管理员，之后注册的默认为普通用户。
 
+第一个账号之外的注册都必须填写一次性邀请码：管理员在数据中枢「会员管理」里生成，一个码只能成功注册一次，已使用或已作废的码不再可用。
+
 主行情不再回退演示数据：盘前、非交易日或临时取数失败时沿用最近真实收盘快照；没有任何真实快照时，页面会提示等待管理员完成首次同步。
 
 可选参数：
@@ -115,9 +117,11 @@ compose.yaml
 .env.example         环境变量模板（复制为 .env 后填写）
 ```
 
-管理员通过页面右上角「系统管理」保存公共 Tushare Token、平台主/辅助模型、会员每日额度和后台刷新开关。所有用户读取同一份 SQLite 行情快照。`.env` 中的 Tushare 和平台 LLM 配置只用于初始化系统配置。
+管理员的配置入口在数据中枢（页面右上角「数据中枢」按钮，指向 8766）：数据源凭证、模型池、会员与邀请码都在那里维护，数据仍存在主站同一份 SQLite 里。主站自身只保留「行情管理」面板（Tushare Token、后台刷新开关、手动刷新与补数）。所有用户读取同一份 SQLite 行情快照。`.env` 中的 Tushare 和平台 LLM 配置只用于初始化系统配置。
 
-普通用户在「账号设置」中维护个人资料、查看会员状态和修改密码，不配置个人 LLM。有效会员使用平台模型；管理员可开通、续期、停用会员。平台模型受每日调用次数限制，管理员账号始终可用。
+数据中枢用主站的管理员账号进入，没有独立账号；桥接令牌 `HUB_ADMIN_TOKEN` 需在主站与中枢两侧 `.env` 填成同一个值。详见 [xiaobai-datahub/README.md](xiaobai-datahub/README.md)。
+
+普通用户在「账号设置」中维护个人资料、查看会员状态和修改密码，不配置个人 LLM。有效会员使用平台模型；管理员在数据中枢开通、续期、停用会员。平台模型受每日调用次数限制，管理员账号始终可用。
 
 相关文档：
 

backend/application.py

@@ -50,9 +50,11 @@ from backend.features.themes.routes import ThemeRoutesMixin
 from backend.http import HttpTransportMixin
 from backend.http.dispatch import (
     AUTHENTICATED_POST_HANDLERS,
+    HUB_SERVICE_HANDLERS,
     PUBLIC_POST_HANDLERS,
     ApplicationHttpDispatchMixin,
 )
+from backend.http.hubadmin import HubAdminHttpMixin
 from backend.jobs.service import JobServiceMixin
 from backend.llm import LLMGateway
 from backend.llm.http import LLMHttpMixin
@@ -152,6 +154,7 @@ class RequestHandler(
     AlertHttpMixin,
     ReviewHttpMixin,
     LLMHttpMixin,
+    HubAdminHttpMixin,
     ApplicationHttpDispatchMixin,
     HttpTransportMixin,
     BaseHTTPRequestHandler,

backend/database/migrations/__init__.py

@@ -3,6 +3,7 @@ from .m0002_job_runs import MIGRATION as M0002_JOB_RUNS
 from .m0003_llm_audit import MIGRATION as M0003_LLM_AUDIT
 from .m0004_mentor_notes import MIGRATION as M0004_MENTOR_NOTES
 from .m0005_account_switch_grants import MIGRATION as M0005_ACCOUNT_SWITCH_GRANTS
+from .m0006_invite_codes import MIGRATION as M0006_INVITE_CODES
 from .runner import Migration, MigrationError, MigrationRunner
 
 MIGRATIONS = (
@@ -11,6 +12,7 @@ MIGRATIONS = (
     M0003_LLM_AUDIT,
     M0004_MENTOR_NOTES,
     M0005_ACCOUNT_SWITCH_GRANTS,
+    M0006_INVITE_CODES,
 )
 
 __all__ = ["MIGRATIONS", "Migration", "MigrationError", "MigrationRunner"]

backend/database/migrations/m0006_invite_codes.py

@@ -0,0 +1,38 @@
+from __future__ import annotations
+
+import sqlite3
+
+from backend.database.migrations.runner import Migration
+
+
+def create_invite_codes(connection: sqlite3.Connection) -> None:
+    connection.execute(
+        """
+        CREATE TABLE IF NOT EXISTS invite_codes (
+            code TEXT PRIMARY KEY,
+            status TEXT NOT NULL DEFAULT 'unused',
+            note TEXT NOT NULL DEFAULT '',
+            created_by INTEGER,
+            created_at TEXT NOT NULL,
+            used_by INTEGER,
+            used_at TEXT NOT NULL DEFAULT '',
+            revoked_at TEXT NOT NULL DEFAULT '',
+            FOREIGN KEY (created_by) REFERENCES users(id) ON DELETE SET NULL,
+            FOREIGN KEY (used_by) REFERENCES users(id) ON DELETE SET NULL
+        )
+        """
+    )
+    connection.execute(
+        """
+        CREATE INDEX IF NOT EXISTS idx_invite_codes_status
+        ON invite_codes(status, created_at DESC)
+        """
+    )
+
+
+MIGRATION = Migration(
+    version="0006",
+    name="create_invite_codes",
+    action=create_invite_codes,
+    signature="invite-codes:v1:code,status,note,created,used,revoked",
+)

backend/features/accounts/application.py

@@ -28,8 +28,14 @@ class AccountApplicationMixin:
     def update_membership(self, payload: dict[str, Any]) -> None:
         self.accounts.update_membership(payload)
 
-    def register_account(self, username: str, password: str, device_hash: str = "") -> dict[str, Any]:
+    def register_account(
-        return self.accounts.register(username, password, device_hash)
+        self,
+        username: str,
+        password: str,
+        device_hash: str = "",
+        invite_code: str = "",
+    ) -> dict[str, Any]:
+        return self.accounts.register(username, password, device_hash, invite_code)
 
     def login_account(self, username: str, password: str, device_hash: str = "") -> dict[str, Any]:
         return self.accounts.login(username, password, device_hash)

backend/features/accounts/http.py

@@ -41,6 +41,7 @@ class AccountHttpMixin:
                 str(body.get("username") or ""),
                 str(body.get("password") or ""),
                 token_hash(device_raw),
+                str(body.get("invite_code") or ""),
             )
             self._send_authenticated_session(result, HTTPStatus.CREATED, device_raw)
         except (ValueError, json.JSONDecodeError) as exc:

backend/features/accounts/repository.py

@@ -5,6 +5,9 @@ from datetime import datetime, timezone
 from typing import Any
 
 
+INVITE_CONSUMED_MESSAGE = "邀请码无效或已被使用，请联系管理员重新获取。"
+
+
 class AccountRepositoryMixin:
     """Original SQLite account persistence methods, moved without query changes."""
 
@@ -23,11 +26,14 @@ class AccountRepositoryMixin:
         username: str,
         password_salt: str,
         password_hash: str,
+        invite_code: str = "",
     ) -> dict[str, Any]:
         now = datetime.now(timezone.utc).isoformat(timespec="seconds")
         try:
             with self.connect() as connection:
                 role = "admin" if int(connection.execute("SELECT COUNT(*) FROM users").fetchone()[0]) == 0 else "user"
+                if invite_code and not self._consume_invite_code(connection, invite_code, now):
+                    raise ValueError(INVITE_CONSUMED_MESSAGE)
                 cursor = connection.execute(
                     """
                     INSERT INTO users
@@ -37,10 +43,91 @@ class AccountRepositoryMixin:
                     (username, password_salt, password_hash, role, now, now),
                 )
                 user_id = int(cursor.lastrowid)
+                if invite_code:
+                    connection.execute(
+                        "UPDATE invite_codes SET used_by = ? WHERE code = ?",
+                        (user_id, invite_code),
+                    )
         except sqlite3.IntegrityError as exc:
             raise ValueError("该账号名已被使用。") from exc
         return {"id": user_id, "username": username, "role": role, "created_at": now}
 
+    @staticmethod
+    def _consume_invite_code(
+        connection: sqlite3.Connection, code: str, used_at: str
+    ) -> bool:
+        cursor = connection.execute(
+            """
+            UPDATE invite_codes SET status = 'used', used_at = ?
+            WHERE code = ? AND status = 'unused'
+            """,
+            (used_at, code),
+        )
+        return cursor.rowcount > 0
+
+    def invite_code(self, code: str) -> dict[str, Any] | None:
+        with self.connect() as connection:
+            row = connection.execute(
+                """
+                SELECT code, status, note, created_at, used_at, revoked_at, used_by
+                FROM invite_codes WHERE code = ?
+                """,
+                (code,),
+            ).fetchone()
+        return dict(row) if row else None
+
+    def create_invite_codes(
+        self, codes: list[str], note: str, created_by: int
+    ) -> list[str]:
+        now = datetime.now(timezone.utc).isoformat(timespec="seconds")
+        with self.connect() as connection:
+            for code in codes:
+                connection.execute(
+                    """
+                    INSERT INTO invite_codes (code, status, note, created_by, created_at)
+                    VALUES (?, 'unused', ?, ?, ?)
+                    """,
+                    (code, note, created_by or None, now),
+                )
+        return list(codes)
+
+    def revoke_invite_code(self, code: str) -> bool:
+        now = datetime.now(timezone.utc).isoformat(timespec="seconds")
+        with self.connect() as connection:
+            cursor = connection.execute(
+                """
+                UPDATE invite_codes SET status = 'revoked', revoked_at = ?
+                WHERE code = ? AND status = 'unused'
+                """,
+                (now, code),
+            )
+        return cursor.rowcount > 0
+
+    def list_invite_codes(self, limit: int = 100) -> list[dict[str, Any]]:
+        with self.connect() as connection:
+            rows = connection.execute(
+                """
+                SELECT c.code, c.status, c.note, c.created_at, c.used_at, c.revoked_at,
+                       u.username AS used_by_username
+                FROM invite_codes AS c
+                LEFT JOIN users AS u ON u.id = c.used_by
+                ORDER BY c.created_at DESC, c.code
+                LIMIT ?
+                """,
+                (max(1, min(500, int(limit))),),
+            ).fetchall()
+        return [dict(row) for row in rows]
+
+    def count_invite_codes(self) -> dict[str, int]:
+        with self.connect() as connection:
+            rows = connection.execute(
+                "SELECT status, COUNT(*) AS total FROM invite_codes GROUP BY status"
+            ).fetchall()
+        counts = {"unused": 0, "used": 0, "revoked": 0}
+        for row in rows:
+            counts[str(row["status"])] = int(row["total"])
+        return counts
+
     def user_by_username(self, username: str) -> dict[str, Any] | None:
         with self.connect() as connection:
             row = connection.execute(

backend/features/accounts/service.py

@@ -1,5 +1,6 @@
 from __future__ import annotations
 
+import hashlib
 import secrets
 import threading
 from collections.abc import Callable
@@ -82,16 +83,123 @@ class AccountService:
     MAX_GRANTS_PER_DEVICE = 5
     SWITCH_REAUTH_MESSAGE = "该账号需重新验证"
 
-    def register(self, username: str, password: str, device_hash: str = "") -> dict[str, Any]:
+    INVITE_ALPHABET = "ACDEFGHJKLMNPQRTUVWXY34679"
+    INVITE_MAX_BATCH = 20
+    INVITE_LIST_LIMIT = 500
+
+    def register(
+        self,
+        username: str,
+        password: str,
+        device_hash: str = "",
+        invite_code: str = "",
+    ) -> dict[str, Any]:
         username = username.strip()
         self.validate_input(username, password)
         with self.auth_lock:
+            code = self.checked_invite_code(invite_code)
             salt, password_digest = hash_password(password)
-            user = self.database.create_user(username, salt, password_digest)
+            user = self.database.create_user(username, salt, password_digest, code)
         result = self.create_session(user)
         self.remember_account(device_hash, int(user["id"]), fresh=True)
         return result
 
+    @classmethod
+    def normalize_invite_code(cls, value: str) -> str:
+        raw = "".join(
+            character
+            for character in str(value or "").upper()
+            if character.isalnum()
+        )
+        if raw.startswith("XB") and len(raw) == 14:
+            body = raw[2:]
+            return f"XB-{body[0:4]}-{body[4:8]}-{body[8:12]}"
+        return raw[:64]
+
+    @staticmethod
+    def mask_invite_code(code: str) -> str:
+        groups = str(code or "").split("-")
+        if len(groups) < 3:
+            return str(code or "")
+        return f"{groups[0]}-{groups[1]}-••••"
+
+    @staticmethod
+    def invite_handle(code: str) -> str:
+        return hashlib.sha256(str(code or "").encode("utf-8")).hexdigest()[:16]
+
+    def checked_invite_code(self, invite_code: str) -> str:
+        if self.database.count_users() == 0:
+            return ""
+        code = self.normalize_invite_code(invite_code)
+        if not code:
+            raise ValueError("请填写邀请码，注册需要管理员发放的一次性邀请码。")
+        record = self.database.invite_code(code)
+        status = str((record or {}).get("status") or "")
+        if not record:
+            raise ValueError("邀请码不存在，请向管理员确认。")
+        if status == "used":
+            raise ValueError("该邀请码已被使用。")
+        if status != "unused":
+            raise ValueError("该邀请码已作废。")
+        return code
+
+    def generate_invite_codes(
+        self, count: int, note: str = "", created_by: int = 0
+    ) -> list[dict[str, str]]:
+        try:
+            total = int(count or 1)
+        except (TypeError, ValueError) as exc:
+            raise ValueError("生成数量不正确。") from exc
+        if total < 1 or total > self.INVITE_MAX_BATCH:
+            raise ValueError(f"每次最多生成 {self.INVITE_MAX_BATCH} 个邀请码。")
+        codes: list[str] = []
+        while len(codes) < total:
+            body = "".join(secrets.choice(self.INVITE_ALPHABET) for _ in range(12))
+            code = f"XB-{body[0:4]}-{body[4:8]}-{body[8:12]}"
+            if code in codes or self.database.invite_code(code):
+                continue
+            codes.append(code)
+        self.database.create_invite_codes(codes, str(note or "").strip()[:60], created_by)
+        return [{"code": code, "code_id": self.invite_handle(code)} for code in codes]
+
+    def _stored_invite_code(self, reference: str) -> str:
+        normalized = self.normalize_invite_code(reference)
+        if normalized and self.database.invite_code(normalized):
+            return normalized
+        handle = str(reference or "").strip().lower()
+        for row in self.database.list_invite_codes(self.INVITE_LIST_LIMIT):
+            if self.invite_handle(str(row["code"])) == handle:
+                return str(row["code"])
+        return ""
+
+    def revoke_invite_code(self, reference: str) -> None:
+        code = self._stored_invite_code(reference)
+        record = self.database.invite_code(code) if code else None
+        if not record:
+            raise ValueError("邀请码不存在。")
+        if str(record.get("status")) == "used":
+            raise ValueError("该邀请码已被使用，无法作废。")
+        if not self.database.revoke_invite_code(code):
+            raise ValueError("该邀请码已作废。")
+
+    def invite_overview(self, limit: int = 100) -> dict[str, Any]:
+        codes = []
+        for row in self.database.list_invite_codes(limit):
+            code = str(row["code"])
+            codes.append(
+                {
+                    "code_id": self.invite_handle(code),
+                    "code_masked": self.mask_invite_code(code),
+                    "status": str(row["status"]),
+                    "note": str(row.get("note") or ""),
+                    "created_at": str(row.get("created_at") or ""),
+                    "used_at": str(row.get("used_at") or ""),
+                    "revoked_at": str(row.get("revoked_at") or ""),
+                    "used_by_username": str(row.get("used_by_username") or ""),
+                }
+            )
+        return {"summary": self.database.count_invite_codes(), "codes": codes}
+
     def login(self, username: str, password: str, device_hash: str = "") -> dict[str, Any]:
         username = username.strip()
         if not username or not password:

backend/features/system/service.py

@@ -128,6 +128,7 @@ class SystemServiceMixin:
                     "base_url": profile["base_url"],
                     "model": profile["model"],
                     "configured": self._profile_configured(profile),
+                    "api_key_last4": profile["api_key"][-4:],
                 }
             )
         return {

backend/http/dispatch.py

@@ -11,6 +11,24 @@ PUBLIC_POST_HANDLERS = {
     "/api/auth/forget": "auth_forget",
 }
 
+# Service-to-service bridge for the data hub console. These paths are guarded by
+# the shared HUB_ADMIN_TOKEN header instead of a browser session, so they stay
+# out of the user-facing route registry on purpose.
+HUB_SERVICE_HANDLERS = {
+    "/api/hub-admin/session": "hub_session_check",
+    "/api/hub-admin/session/logout": "hub_session_logout",
+    "/api/hub-admin/password/check": "hub_password_check",
+    "/api/hub-admin/status": "hub_system_status",
+    "/api/hub-admin/settings/save": "hub_save_settings",
+    "/api/hub-admin/settings/test": "hub_test_model",
+    "/api/hub-admin/models/fetch": "hub_fetch_models",
+    "/api/hub-admin/members": "hub_members",
+    "/api/hub-admin/membership/save": "hub_save_membership",
+    "/api/hub-admin/invites": "hub_invites",
+    "/api/hub-admin/invites/create": "hub_create_invites",
+    "/api/hub-admin/invites/revoke": "hub_revoke_invite",
+}
+
 AUTHENTICATED_POST_HANDLERS = {
     "/api/auth/logout": "auth_logout",
     "/api/account/birth-profile": "save_birth_profile",
@@ -81,6 +99,10 @@ class ApplicationHttpDispatchMixin:
 
     def do_POST(self) -> None:
         parsed = urlparse(self.path)
+        if parsed.path in HUB_SERVICE_HANDLERS:
+            if self.require_service_token():
+                self._dispatch_named_handler(parsed.path, HUB_SERVICE_HANDLERS)
+            return
         if self._dispatch_named_handler(parsed.path, PUBLIC_POST_HANDLERS):
             return
         if not self.require_auth() or not self.require_csrf():

backend/http/handler.py

@@ -2,6 +2,7 @@ from __future__ import annotations
 
 import json
 import mimetypes
+import os
 import secrets
 from collections.abc import Iterable
 from http import HTTPStatus
@@ -62,6 +63,14 @@ class HttpTransportMixin:
             return False
         return True
 
+    def require_service_token(self) -> bool:
+        expected = str(os.environ.get("HUB_ADMIN_TOKEN") or "").strip()
+        supplied = self.headers.get("X-Hub-Admin-Token", "")
+        if not expected or not supplied or not secrets.compare_digest(supplied, expected):
+            self.send_json({"error": "服务令牌校验失败。"}, HTTPStatus.UNAUTHORIZED)
+            return False
+        return True
+
     def require_admin(self) -> bool:
         if str(getattr(self, "auth_user", {}).get("role") or "user") != "admin":
             self.send_json({"error": "需要管理员权限。"}, HTTPStatus.FORBIDDEN)

backend/http/hubadmin.py

@@ -0,0 +1,155 @@
+from __future__ import annotations
+
+import json
+from http import HTTPStatus
+
+from backend.features.accounts.security import token_hash, verify_password
+
+
+class HubAdminHttpMixin:
+    """Service-to-service bridge used by the data hub console (port 8766).
+
+    Every handler here is reached only after `require_service_token`, so the
+    shared `HUB_ADMIN_TOKEN` is the single trust boundary and no browser
+    session or CSRF token is involved. The data hub still verifies the site
+    session of the operator through `hub_session_check` before it exposes any
+    of these results to a page.
+    """
+
+    def _hub_body(self) -> dict:
+        return self.read_json_body(allow_empty=True)
+
+    def _hub_failure(self, exc: Exception) -> None:
+        self.send_json({"error": str(exc)}, HTTPStatus.BAD_REQUEST)
+
+    def hub_session_check(self) -> None:
+        try:
+            body = self._hub_body()
+        except (ValueError, json.JSONDecodeError) as exc:
+            self._hub_failure(exc)
+            return
+        raw_token = str(body.get("session_token") or "")
+        user = (
+            self.application_service.database.session_user(token_hash(raw_token))
+            if raw_token
+            else None
+        )
+        if not user:
+            self.send_json({"ok": True, "authenticated": False})
+            return
+        self.send_json(
+            {
+                "ok": True,
+                "authenticated": True,
+                "user": {
+                    "id": int(user["id"]),
+                    "username": str(user["username"]),
+                    "role": str(user.get("role") or "user"),
+                    "is_admin": str(user.get("role") or "user") == "admin",
+                },
+            }
+        )
+
+    def hub_session_logout(self) -> None:
+        try:
+            body = self._hub_body()
+        except (ValueError, json.JSONDecodeError) as exc:
+            self._hub_failure(exc)
+            return
+        raw_token = str(body.get("session_token") or "")
+        if raw_token:
+            self.application_service.database.delete_session(token_hash(raw_token))
+        self.send_json({"ok": True})
+
+    def hub_password_check(self) -> None:
+        try:
+            body = self._hub_body()
+            user_id = int(body.get("user_id") or 0)
+        except (TypeError, ValueError, json.JSONDecodeError) as exc:
+            self._hub_failure(exc)
+            return
+        stored = self.application_service.database.user_password(user_id)
+        verified = bool(
+            stored
+            and verify_password(
+                str(body.get("password") or ""),
+                str(stored.get("password_salt") or ""),
+                str(stored.get("password_hash") or ""),
+            )
+        )
+        self.send_json({"ok": True, "verified": verified})
+
+    def hub_system_status(self) -> None:
+        service = self.application_service
+        self.send_json({"ok": True, **service.system_status(), "users": service.admin_users()})
+
+    def hub_save_settings(self) -> None:
+        try:
+            result = self.application_service.save_system_settings(self._hub_body())
+            self.send_json({"ok": True, **result})
+        except (ValueError, json.JSONDecodeError) as exc:
+            self._hub_failure(exc)
+
+    def hub_test_model(self) -> None:
+        try:
+            body = self._hub_body()
+            result = self.application_service.test_system_llm_profile(
+                str(body.get("model_id") or ""), body.get("profile") or {}
+            )
+            self.send_json({"ok": True, "result": result})
+        except (ValueError, json.JSONDecodeError) as exc:
+            self._hub_failure(exc)
+
+    def hub_fetch_models(self) -> None:
+        try:
+            body = self._hub_body()
+            models = self.application_service.fetch_llm_models(
+                str(body.get("base_url") or ""),
+                str(body.get("api_key") or ""),
+            )
+            self.send_json({"ok": True, "models": models})
+        except (ValueError, json.JSONDecodeError) as exc:
+            self._hub_failure(exc)
+
+    def hub_members(self) -> None:
+        service = self.application_service
+        self.send_json(
+            {
+                "ok": True,
+                "users": service.admin_users(),
+                "membership": service.system_status()["membership"],
+            }
+        )
+
+    def hub_save_membership(self) -> None:
+        try:
+            service = self.application_service
+            service.update_membership(self._hub_body())
+            self.send_json({"ok": True, "users": service.admin_users()})
+        except (ValueError, json.JSONDecodeError) as exc:
+            self._hub_failure(exc)
+
+    def hub_invites(self) -> None:
+        self.send_json({"ok": True, **self.application_service.accounts.invite_overview()})
+
+    def hub_create_invites(self) -> None:
+        try:
+            body = self._hub_body()
+            accounts = self.application_service.accounts
+            codes = accounts.generate_invite_codes(
+                body.get("count") or 1,
+                str(body.get("note") or ""),
+                int(body.get("created_by") or 0),
+            )
+            self.send_json({"ok": True, "created": codes, **accounts.invite_overview()})
+        except (ValueError, json.JSONDecodeError) as exc:
+            self._hub_failure(exc)
+
+    def hub_revoke_invite(self) -> None:
+        try:
+            body = self._hub_body()
+            accounts = self.application_service.accounts
+            accounts.revoke_invite_code(str(body.get("code_id") or body.get("code") or ""))
+            self.send_json({"ok": True, **accounts.invite_overview()})
+        except (ValueError, json.JSONDecodeError) as exc:
+            self._hub_failure(exc)

backend/llm/service.py

@@ -6,6 +6,7 @@ from urllib.parse import urlparse
 
 from backend.bootstrap.config import validate_text
 from backend.features.screener.compiler import LLMCompilerError, test_llm_connection
+from backend.llm import transport as llm_transport
 
 
 class LLMServiceMixin:
@@ -208,6 +209,37 @@ class LLMServiceMixin:
             start.isoformat(timespec="seconds"),
         )
 
+    def fetch_llm_models(self, base_url: str, api_key: str) -> list[str]:
+        base_url = str(base_url or "").strip().rstrip("/")
+        parsed = urlparse(base_url)
+        if parsed.scheme not in {"http", "https"} or not parsed.netloc:
+            raise ValueError("Base URL 格式不正确。")
+        key = str(api_key or "").strip()
+        if not key:
+            key = self._stored_api_key(base_url)
+        if not key:
+            raise ValueError("该供应商尚未保存 API Key，请先填写后再拉取模型列表。")
+        try:
+            return llm_transport.list_models(
+                api_key=key,
+                base_url=base_url,
+                timeout=15,
+                user_agent="XiaobaiReviewWeb/0.5",
+            )
+        except llm_transport.OpenAIHTTPError as exc:
+            raise ValueError(exc.describe("模型列表拉取失败")) from exc
+        except llm_transport.OpenAITransportError as exc:
+            raise ValueError(f"模型列表拉取失败：{exc}") from exc
+
+    def _stored_api_key(self, base_url: str) -> str:
+        for item in self._system_credentials.get("llm_models") or []:
+            if not isinstance(item, dict):
+                continue
+            stored = str(item.get("base_url") or "").strip().rstrip("/")
+            if stored == base_url and item.get("api_key"):
+                return str(item["api_key"])
+        return ""
+
     def test_system_llm_profile(self, model_id: str, payload: dict[str, Any]) -> dict[str, Any]:
         current = next(
             (

backend/llm/transport.py

@@ -67,6 +67,37 @@ def chat_completion(
     )
 
 
+def list_models(
+    *,
+    api_key: str,
+    base_url: str,
+    timeout: int,
+    user_agent: str,
+) -> list[str]:
+    request = urllib.request.Request(
+        f"{base_url.rstrip('/')}/models",
+        headers={
+            "Authorization": f"Bearer {api_key}",
+            "User-Agent": user_agent,
+        },
+        method="GET",
+    )
+    try:
+        with urllib.request.urlopen(request, timeout=timeout) as response:
+            payload = json.loads(response.read().decode("utf-8"))
+    except urllib.error.HTTPError as exc:
+        raise OpenAIHTTPError(exc.code, _http_error_detail(exc)) from exc
+    except (urllib.error.URLError, TimeoutError, json.JSONDecodeError, OSError) as exc:
+        raise OpenAITransportError(str(exc)) from exc
+    items = payload.get("data") if isinstance(payload, dict) else payload
+    models = []
+    for item in items or []:
+        name = str((item or {}).get("id") or "") if isinstance(item, dict) else str(item or "")
+        if name and name not in models:
+            models.append(name)
+    return models
+
+
 def stream_chat_completion(
     *,
     api_key: str,

compose.datahub.yaml

@@ -2,7 +2,8 @@
 # Start later (总工部署时) with:
 #   docker compose -f compose.yaml -f compose.datahub.yaml up -d
 #
-# Required .env keys: DATAHUB_ENCRYPTION_KEY, DATAHUB_TOKEN, DATAHUB_ADMIN_PASSWORD, TUSHARE_TOKEN
+# Required .env keys: DATAHUB_ENCRYPTION_KEY, DATAHUB_TOKEN, HUB_ADMIN_TOKEN, TUSHARE_TOKEN
+# HUB_ADMIN_TOKEN 必须与主站 .env 里的同名变量一致：控制台靠它验证主站管理员会话。
 
 services:
   xiaobai-datahub:
@@ -18,7 +19,9 @@ services:
     environment:
       DATAHUB_ENCRYPTION_KEY: "${DATAHUB_ENCRYPTION_KEY:?DATAHUB_ENCRYPTION_KEY must be set}"
       DATAHUB_TOKEN: "${DATAHUB_TOKEN:?DATAHUB_TOKEN must be set}"
-      DATAHUB_ADMIN_PASSWORD: "${DATAHUB_ADMIN_PASSWORD:?DATAHUB_ADMIN_PASSWORD must be set}"
+      HUB_ADMIN_TOKEN: "${HUB_ADMIN_TOKEN:?HUB_ADMIN_TOKEN must be set}"
+      REVIEW_BASE_URL: "${REVIEW_BASE_URL:-http://xiaobai-review:8765}"
+      REVIEW_PUBLIC_URL: "${REVIEW_PUBLIC_URL:-}"
       TUSHARE_TOKEN: "${TUSHARE_TOKEN:-}"
       IFIND_REFRESH_TOKEN: "${IFIND_REFRESH_TOKEN:-}"
       IFIND_ACCESS_TOKEN: "${IFIND_ACCESS_TOKEN:-}"

compose.yaml

@@ -13,6 +13,10 @@ services:
       - ./.env
     environment:
       APP_ENCRYPTION_KEY: "${APP_ENCRYPTION_KEY:?APP_ENCRYPTION_KEY must be set in .env}"
+      # Shared secret for /api/hub-admin/*: the data hub console (8766) uses it to
+      # verify this site's admin sessions and to read/write the model pool,
+      # members and invite codes. Unset means the bridge refuses every call.
+      HUB_ADMIN_TOKEN: "${HUB_ADMIN_TOKEN:-}"
       # Provider credentials are consumed only by xiaobai-datahub.
       TUSHARE_TOKEN: ""
       IFIND_REFRESH_TOKEN: ""

config/architecture-inventory.json

@@ -13,7 +13,7 @@
     "api_exact_paths": 56,
     "api_prefixes": 0,
     "api_patterns": 11,
-    "database_tables": 37,
+    "database_tables": 38,
     "frontend_page_fragments": 12
   },
   "pages": [
@@ -193,6 +193,7 @@
     "heaven_readings",
     "job_runs",
     "account_switch_grants",
+    "invite_codes",
     "schema_migrations"
   ],
   "background_job_methods": [
@@ -458,8 +459,8 @@
     },
     {
       "path": "frontend/pages/screener/foundation.css",
-      "bytes": 103547,
+      "bytes": 103683,
-      "lines": 6576
+      "lines": 6582
     },
     {
       "path": "frontend/pages/heaven/page.js",
@@ -468,8 +469,8 @@
     },
     {
       "path": "frontend/shared/shell.css",
-      "bytes": 63733,
+      "bytes": 64839,
-      "lines": 3767
+      "lines": 3794
     },
     {
       "path": "backend/features/heaven/engine.py",
@@ -478,8 +479,8 @@
     },
     {
       "path": "frontend/index.html",
-      "bytes": 48403,
+      "bytes": 46900,
-      "lines": 665
+      "lines": 638
     },
     {
       "path": "backend/data/providers/tushare_industries.py",
@@ -556,11 +557,6 @@
       "bytes": 14942,
       "lines": 235
     },
-    {
-      "path": "frontend/shared/admin.js",
-      "bytes": 14836,
-      "lines": 283
-    },
     {
       "path": "backend/features/screener/data_sync.py",
       "bytes": 14743,
@@ -573,8 +569,8 @@
     },
     {
       "path": "frontend/shared/session.js",
-      "bytes": 13219,
+      "bytes": 13633,
-      "lines": 289
+      "lines": 296
     },
     {
       "path": "backend/features/market/insights_auction_data.py",
@@ -583,8 +579,8 @@
     },
     {
       "path": "backend/features/system/service.py",
-      "bytes": 12180,
+      "bytes": 12242,
-      "lines": 265
+      "lines": 266
     },
     {
       "path": "backend/features/market/insights_auction.py",
@@ -651,16 +647,16 @@
       "bytes": 6547,
       "lines": 220
     },
+    {
+      "path": "backend/application.py",
+      "bytes": 6500,
+      "lines": 164
+    },
     {
       "path": "frontend/pages/sentiment/page.html",
       "bytes": 6488,
       "lines": 81
     },
-    {
-      "path": "backend/application.py",
-      "bytes": 6399,
-      "lines": 161
-    },
     {
       "path": "frontend/pages/market/stock-detail.js",
       "bytes": 6325,
@@ -701,6 +697,11 @@
       "bytes": 5350,
       "lines": 74
     },
+    {
+      "path": "backend/http/dispatch.py",
+      "bytes": 5281,
+      "lines": 139
+    },
     {
       "path": "frontend/shared/feedback.js",
       "bytes": 5157,
@@ -721,6 +722,11 @@
       "bytes": 4406,
       "lines": 124
     },
+    {
+      "path": "frontend/shared/admin.js",
+      "bytes": 4376,
+      "lines": 107
+    },
     {
       "path": "backend/features/market/routes.py",
       "bytes": 4276,
@@ -736,11 +742,6 @@
       "bytes": 4242,
       "lines": 129
     },
-    {
-      "path": "backend/http/dispatch.py",
-      "bytes": 4196,
-      "lines": 117
-    },
     {
       "path": "frontend/shared/table.js",
       "bytes": 3790,
@@ -766,16 +767,16 @@
       "bytes": 3316,
       "lines": 55
     },
+    {
+      "path": "frontend/pages/rotation/page.html",
+      "bytes": 3299,
+      "lines": 57
+    },
     {
       "path": "backend/features/market/insights_context.py",
       "bytes": 3175,
       "lines": 84
     },
-    {
-      "path": "frontend/pages/rotation/page.html",
-      "bytes": 3031,
-      "lines": 54
-    },
     {
       "path": "frontend/pages/market/bindings.js",
       "bytes": 2663,
@@ -783,8 +784,8 @@
     },
     {
       "path": "backend/features/accounts/application.py",
-      "bytes": 2514,
+      "bytes": 2597,
-      "lines": 63
+      "lines": 69
     },
     {
       "path": "backend/jobs/service.py",

frontend/index.html

@@ -73,6 +73,7 @@
         <label class="form-field"><span>账号名</span><input id="authUsername" type="text" minlength="3" maxlength="30" autocomplete="username" required></label>
         <label class="form-field"><span>密码</span><input id="authPassword" type="password" minlength="8" maxlength="128" autocomplete="current-password" required></label>
         <label id="authConfirmField" class="form-field" hidden><span>确认密码</span><input id="authPasswordConfirm" type="password" minlength="8" maxlength="128" autocomplete="new-password"></label>
+        <label id="authInviteField" class="form-field" hidden><span>邀请码</span><input id="authInviteCode" type="text" maxlength="32" autocomplete="off" spellcheck="false" placeholder="XB-XXXX-XXXX-XXXX"></label>
         <p id="authError" class="auth-error" hidden></p>
         <button id="authSubmitButton" class="button primary" type="submit">登录</button>
       </form>
@@ -156,7 +157,8 @@
         </div>
         <button id="refreshButton" class="button command-button" type="button" title="刷新"><i data-lucide="refresh-cw"></i><span>刷新</span></button>
         <button id="syncButton" class="button primary command-button" type="button" title="后台刷新" hidden><i data-lucide="cloud-download"></i><span>后台刷新</span></button>
-        <button id="settingsButton" class="button command-button" type="button" title="系统管理" hidden><i data-lucide="settings-2"></i><span>系统管理</span></button>
+        <button id="marketAdminButton" class="button command-button" type="button" title="行情管理" hidden><i data-lucide="settings-2"></i><span>行情管理</span></button>
+        <button id="settingsButton" class="button command-button" type="button" title="数据中枢" hidden><i data-lucide="database"></i><span>数据中枢</span></button>
         <div class="account-menu-shell">
           <div id="accountRoleBadges" class="account-role-badges" aria-label="账号身份">
             <span id="accountAdminBadge" class="account-role-badge admin-role-badge" title="管理员" hidden><i data-lucide="shield-check"></i><span>管理员</span></span>
@@ -592,18 +594,11 @@
 
   <dialog id="adminDialog" class="settings-dialog admin-dialog" aria-labelledby="adminDialogTitle">
     <div class="dialog-header">
-      <div><span class="dialog-eyebrow">管理员</span><h2 id="adminDialogTitle">系统配置</h2></div>
+      <div><span class="dialog-eyebrow">管理员</span><h2 id="adminDialogTitle">行情管理</h2></div>
       <button id="closeAdminDialog" class="icon-button" type="button" aria-label="关闭" title="关闭"><i data-lucide="x"></i></button>
     </div>
     <div id="adminConnectionStatus" class="connection-status" aria-live="polite">正在读取系统状态</div>
-    <div class="admin-section-picker">
+    <p class="form-hint">模型池、会员与邀请码已统一在数据中枢管理，点击顶栏「数据中枢」进入。</p>
-      <label for="adminSectionSelect">管理项目</label>
-      <select id="adminSectionSelect">
-        <option value="market">行情管理</option>
-        <option value="models">模型池</option>
-        <option value="members">会员管理</option>
-      </select>
-    </div>
     <div class="admin-panel" data-admin-panel="market">
       <form id="systemMarketForm" class="settings-section">
         <div class="settings-section-heading"><h3>公共行情</h3><span id="systemDataStatus">待检查</span></div>
@@ -624,28 +619,6 @@
         <div class="dialog-actions"><button id="backfillButton" class="button" type="button">开始回补</button></div>
       </section>
     </div>
-    <div class="admin-panel" data-admin-panel="models" hidden>
-      <form id="systemModelsForm" class="settings-section">
-        <div class="settings-section-heading"><h3>平台模型池</h3><span>会员共享</span></div>
-        <div class="model-role-selectors">
-          <label class="form-field"><span>主模型</span><select id="platformPrimaryModelSelect"></select></label>
-          <label class="form-field"><span>辅助模型</span><select id="platformFallbackModelSelect"><option value="">不启用辅助模型</option></select></label>
-        </div>
-        <div id="modelPoolList" class="model-pool-list"></div>
-        <div class="dialog-actions admin-inline-actions"><button id="addPlatformModel" class="button" type="button"><i data-lucide="plus"></i>添加模型</button><button class="button primary" type="submit">保存模型池</button></div>
-      </form>
-    </div>
-    <div class="admin-panel" data-admin-panel="members" hidden>
-      <form id="membershipSettingsForm" class="settings-section membership-limit-form">
-        <div class="settings-section-heading"><h3>会员调用额度</h3><span>每日自动重置</span></div>
-        <label class="form-field compact-number-field"><span>会员每日智能分析上限</span><input id="memberDailyLimit" type="number" min="1" max="1000" value="50"></label>
-        <div class="dialog-actions"><button class="button primary" type="submit">保存调用额度</button></div>
-      </form>
-      <section class="settings-section">
-        <div class="settings-section-heading"><h3>会员账号</h3><span>手动开通与续期</span></div>
-        <div id="adminUsersList" class="admin-users-list"></div>
-      </section>
-    </div>
   </dialog>
 
   <div id="loadingOverlay" class="loading-overlay" hidden>

frontend/login/page.js

@@ -15,6 +15,7 @@
     error: "",
     username: "",
     password: "",
+    inviteCode: "",
     passwordVisible: false,
   };
 
@@ -119,6 +120,7 @@
       `<label class="form-field"><span>账号名</span><input id="loginUsername" type="text" minlength="3" maxlength="30" autocomplete="username" placeholder="请输入账号名" value="${escapeHtml(state.username)}" required></label>`,
       `<label class="form-field"><span>密码</span><span class="login-password-wrap"><input id="loginPassword" class="${invalid.trim()}" type="${passwordType}" minlength="8" maxlength="128" autocomplete="${registering ? "new-password" : "current-password"}" placeholder="请输入密码" value="${escapeHtml(state.password)}" required><button class="login-password-toggle" type="button" data-login-action="toggle-password" aria-pressed="${state.passwordVisible ? "true" : "false"}" aria-label="${state.passwordVisible ? "隐藏密码" : "显示密码"}">${passwordToggle}</button></span></label>`,
       `<label class="form-field" id="loginConfirmField"${registering ? "" : " hidden"}><span>确认密码</span><input id="loginPasswordConfirm" type="password" minlength="8" maxlength="128" autocomplete="new-password"${registering ? " required" : ""}></label>`,
+      `<label class="form-field" id="loginInviteField"${registering ? "" : " hidden"}><span>邀请码</span><input id="loginInviteCode" type="text" maxlength="32" autocomplete="off" spellcheck="false" placeholder="XB-XXXX-XXXX-XXXX" value="${escapeHtml(state.inviteCode)}"${registering ? " required" : ""}></label>`,
       state.error ? `<p class="login-error">${escapeHtml(state.error)}</p>` : '<p class="login-error" hidden></p>',
       `<button class="button primary login-submit" type="submit"${state.loading ? " disabled" : ""}>`,
       state.loading ? '<span class="login-spinner" aria-hidden="true"></span>' : "",
@@ -289,9 +291,14 @@
     event.preventDefault();
     const username = document.querySelector("#loginUsername").value.trim();
     const password = document.querySelector("#loginPassword").value;
+    const registering = state.mode === "register";
+    const inviteCode = registering
+      ? document.querySelector("#loginInviteCode").value.trim()
+      : "";
     state.username = username;
     state.password = password;
-    if (state.mode === "register" && password !== document.querySelector("#loginPasswordConfirm").value) {
+    state.inviteCode = inviteCode;
+    if (registering && password !== document.querySelector("#loginPasswordConfirm").value) {
       setError("两次输入的密码不一致。");
       render();
       return;
@@ -300,7 +307,9 @@
     setError("");
     render();
     try {
-      await api.request(`/api/auth/${state.mode}`, "POST", { username, password });
+      await api.request(`/api/auth/${state.mode}`, "POST", registering
+        ? { username, password, invite_code: inviteCode }
+        : { username, password });
       await celebrateLogin();
       enterApp();
     } catch (error) {

frontend/m/config/nav.config.js

@@ -52,8 +52,7 @@
           { key: "system/profile", label: "账号资料", icon: "user" },
           { key: "system/password", label: "修改密码", icon: "lock" },
           { key: "system/membership", label: "会员状态", icon: "gem" },
-          { key: "system/admin", label: "系统设置", icon: "sliders-horizontal", adminOnly: true },
+          { key: "system/admin", label: "行情管理", icon: "sliders-horizontal", adminOnly: true }
-          { key: "system/members", label: "会员管理", icon: "users", adminOnly: true }
         ]
       }
     },

frontend/m/js/pages.js

@@ -198,11 +198,7 @@
     system: {
       account: null,
       admin: null,
-      adminTab: "market",
-      models: [],
       accounts: [],
-      editingModelId: "",
-      editingUserId: "",
     },
   };
 
@@ -3137,7 +3133,6 @@
     "system/password": setupSystemPage,
     "system/membership": setupSystemPage,
     "system/admin": setupSystemPage,
-    "system/members": setupSystemPage,
   };
 
   const COMPLEX_LOADERS = {
@@ -3160,7 +3155,6 @@
     "system/password": loadSystem,
     "system/membership": loadSystem,
     "system/admin": loadSystem,
-    "system/members": loadSystem,
   };
 
   function isComplexPage(key) {
@@ -4938,7 +4932,7 @@
     return '<div class="m-state m-motion-rise-in" data-system-page="forbidden">' +
       '<span class="m-state-icon">' + icon("lock", 26) + "</span>" +
       "<p>仅管理员可访问</p>" +
-      "<small>系统设置和会员管理需要管理员权限。</small>" +
+      "<small>行情管理与数据中枢需要管理员权限。</small>" +
       "</div>";
   }
 
@@ -4974,7 +4968,6 @@
     state.sort = { key: "", dir: null };
     state.sortTable = { cols: null, reapply: null };
     state.detail = null;
-    if (key === "system/admin") state.system.adminTab = state.system.adminTab || "market";
     document.getElementById("m-view").classList.add("m-view-feature");
     global.MobileRouter.updateHeader({ title: findLabel(key) || key, back: true, actions: "" });
     document.getElementById("m-view").innerHTML = complexFrame(key, complexScroll(skeletonHtml(6)));
@@ -4982,7 +4975,7 @@
 
   function loadSystem() {
     const key = state.key;
-    if ((key === "system/admin" || key === "system/members") && !global.MobileSession.isAdmin()) {
+    if (key === "system/admin" && !global.MobileSession.isAdmin()) {
       systemFill(systemForbiddenHtml());
       return;
     }
@@ -4991,15 +4984,12 @@
       return;
     }
     const seq = nextSeq();
-    const url = (key === "system/admin" || key === "system/members") ? "/api/admin/settings" : "/api/account/status";
+    const url = key === "system/admin" ? "/api/admin/settings" : "/api/account/status";
-    global.MobileAPI.request(url).then(function (payload) {
+    return global.MobileAPI.request(url).then(function (payload) {
       if (seq !== state.seq || state.key !== key) return;
-      if (key === "system/admin" || key === "system/members") {
+      if (key === "system/admin") {
         state.system.admin = payload || {};
-        state.system.models = ((payload.llm && payload.llm.models) || []).map(function (item) {
+        renderSystemAdmin();
-          return Object.assign({}, item);
-        });
-        renderSystemAdmin(key);
       } else {
         state.system.account = payload || {};
         if (key === "system/profile") renderSystemProfile();
@@ -5089,8 +5079,7 @@
       { key: "system/membership", icon: "gem", label: "会员状态", hint: "有效期与智能分析额度" }
     ];
     const adminRows = [
-      { key: "system/admin", icon: "sliders-horizontal", label: "系统设置", hint: "行情数据 · 模型池" },
+      { key: "system/admin", icon: "sliders-horizontal", label: "行情管理", hint: "数据源状态 · 后台刷新 · 历史回补" }
-      { key: "system/members", icon: "users", label: "会员管理", hint: "开通 · 续期 · 额度" }
     ];
     const html =
       '<div class="m-sys-home" data-system-page="home">' +
@@ -5104,7 +5093,7 @@
       '<h3 class="m-sys-group-title">偏好</h3>' +
       '<div class="m-card m-sys-list">' + systemThemeRowHtml() + "</div>" +
       (global.MobileSession.isAdmin()
-        ? '<h3 class="m-sys-group-title">管理员专区</h3><div class="m-card m-sys-list">' + adminRows.map(systemRowHtml).join("") + "</div>"
+        ? '<h3 class="m-sys-group-title">管理员专区</h3><div class="m-card m-sys-list">' + adminRows.map(systemRowHtml).join("") + dataHubRowHtml() + "</div>"
         : "") +
       '<h3 class="m-sys-group-title">其他</h3>' +
       '<div class="m-card m-sys-list">' +
@@ -5117,7 +5106,7 @@
       '<span class="m-sys-row-body"><strong>退出登录</strong><small>退出后需要重新登录</small></span>' +
       '<span class="m-sys-row-chevron">' + icon("chevron-right", 16) + "</span></button>" +
       "</div>" +
-      '<p class="m-sys-foot">' + (global.MobileSession.isAdmin() ? "小白复盘 · 内网个人版" : "系统设置与会员管理仅管理员可见") + "</p>" +
+      '<p class="m-sys-foot">' + (global.MobileSession.isAdmin() ? "小白复盘 · 内网个人版" : "行情管理与数据中枢仅管理员可见") + "</p>" +
       "</div>";
     document.getElementById("m-view").innerHTML = html;
   }
@@ -5207,14 +5196,6 @@
     systemFill(html);
   }
 
-  function adminTabHtml() {
-    const tab = state.system.adminTab === "models" ? "models" : "market";
-    return '<div class="m-source-tabs" role="tablist" aria-label="系统设置分类">' +
-      '<button class="m-source-tab' + (tab === "market" ? " active" : "") + '" type="button" role="tab" data-system-admin-tab="market">行情管理</button>' +
-      '<button class="m-source-tab' + (tab === "models" ? " active" : "") + '" type="button" role="tab" data-system-admin-tab="models">模型池</button>' +
-      "</div>";
-  }
-
   function statusDot(ok) {
     return '<span class="m-sys-dot' + (ok ? " m-sys-dot--ok" : "") + '"></span>';
   }
@@ -5228,16 +5209,10 @@
     return " 未配置";
   }
 
-  function renderSystemAdmin(key) {
+  function renderSystemAdmin() {
-    if (key === "system/members") {
-      renderSystemMembers();
-      return;
-    }
     const payload = state.system.admin || {};
     const data = payload.data || {};
     const ifind = data.ifind || {};
-    const llm = payload.llm || {};
-    const tab = state.system.adminTab === "models" ? "models" : "market";
     const marketHtml =
       '<div class="m-sys-body" data-system-admin-panel="market">' +
       '<div class="m-card m-sys-section"><strong>数据源状态</strong>' +
@@ -5263,178 +5238,28 @@
       formFieldHtml("结束日期", dateInputHtml("m-sys-backfill-end", ""), false) +
       '<button class="m-btn-outline" type="button" data-system-backfill>开始回补</button>' +
       '<p class="m-sys-hint">回补用于补齐缺失的历史行情，开始前会再次确认；回补期间页面可正常使用。</p></div>' +
+      '<div class="m-card m-sys-section"><strong>模型池 · 会员 · 邀请码</strong>' +
+      '<p class="m-sys-hint">这些配置已统一在数据中枢管理。</p>' +
+      '<button class="m-btn-outline" type="button" data-system-datahub>打开数据中枢</button></div>' +
       "</div>";
-    const models = state.system.models || [];
+    systemFill(marketHtml);
-    const modelsHtml =
-      '<div class="m-sys-body" data-system-admin-panel="models">' +
-      '<div class="m-card m-sys-section"><strong>模型分工</strong>' +
-      formFieldHtml("主模型", '<select id="m-sys-primary-model"></select>', false) +
-      formFieldHtml("辅助模型", '<select id="m-sys-fallback-model"></select>', false) +
-      '<p class="m-sys-hint">主模型不可用时自动改用辅助模型</p>' +
-      '<button class="m-btn-primary" type="button" data-system-save-models>保存分工</button></div>' +
-      '<div class="m-card m-sys-section"><strong>模型池 · ' + models.length + " 个</strong>" +
-      '<div id="m-sys-model-list">' + renderModelPoolHtml(models) + "</div>" +
-      '<p class="m-sys-hint">点任意模型卡片进入编辑：改名称、地址、密钥、测试连接或删除</p>' +
-      '<button class="m-btn-primary" type="button" data-system-add-model>+ 添加模型</button></div>' +
-      "</div>";
-    const page = document.querySelector(".m-page");
-    if (!page) return;
-    page.innerHTML = adminTabHtml() + '<div class="m-scroll" id="m-scroll">' + (tab === "models" ? modelsHtml : marketHtml) + "</div>";
-    if (tab === "models") updateSystemModelRoleOptions(llm.primary_model_id || "", llm.fallback_model_id || "");
   }
 
-  function hostOfUrl(url) {
+  function dataHubConsoleUrl() {
-    try {
+    if (global.XIAOBAI_DATAHUB_URL) return String(global.XIAOBAI_DATAHUB_URL);
-      return new URL(url).host;
+    return global.location.protocol + "//" + global.location.hostname + ":8766/admin/";
-    } catch (error) {
-      return String(url || "").replace(/^https?:\/\//, "").split("/")[0] || "--";
-    }
   }
 
-  function renderModelPoolHtml(models) {
+  function openDataHubConsole() {
-    if (!models.length) {
+    if (!global.MobileSession.isAdmin()) return;
-      return '<div class="m-state"><p>模型池为空，请先添加模型</p></div>';
+    global.open(dataHubConsoleUrl(), "_blank", "noopener");
-    }
-    const llm = (state.system.admin && state.system.admin.llm) || {};
-    return models.map(function (item) {
-      const badges = [];
-      if (item.id === llm.primary_model_id) badges.push('<span class="m-sys-badge m-sys-badge--admin">主模型</span>');
-      if (item.id === llm.fallback_model_id) badges.push('<span class="m-sys-badge">辅助</span>');
-      badges.push('<span class="m-sys-badge' + (item.configured ? " m-sys-badge--ok" : "") + '">' + (item.configured ? "已配置" : "待配置") + "</span>");
-      return '<button class="m-sys-model-card" type="button" data-model-id="' + escapeHtml(item.id) + '" data-system-edit-model>' +
-        "<div><strong>" + escapeHtml(item.name || "未命名模型") + "</strong>" +
-        '<div class="m-sys-badges">' + badges.join("") + "</div>" +
-        '<p class="m-sys-hint">' + escapeHtml(hostOfUrl(item.base_url) + " · " + (item.model || "未填写标识")) + "</p></div>" +
-        '<span class="m-sys-row-chevron">' + icon("chevron-right", 16) + "</span></button>";
-    }).join("");
   }
 
-  function collectSystemModelPool() {
+  function dataHubRowHtml() {
-    return (state.system.models || []).map(function (item) {
+    return '<button class="m-sys-row" type="button" data-system-datahub>' +
-      return {
+      '<span class="m-sys-row-icon">' + icon("database", 18) + "</span>" +
-        id: item.id,
+      '<span class="m-sys-row-body"><strong>数据中枢</strong><small>数据源 · 模型池 · 会员与邀请码</small></span>' +
-        name: item.name || "",
+      '<span class="m-sys-row-chevron">' + icon("chevron-right", 16) + "</span></button>";
-        base_url: item.base_url || "",
-        model: item.model || "",
-        api_key: item.api_key || "",
-        configured: Boolean(item.configured)
-      };
-    });
-  }
-
-  function updateSystemModelRoleOptions(primaryId, fallbackId) {
-    const models = collectSystemModelPool();
-    const options = models.map(function (item) {
-      return '<option value="' + escapeHtml(item.id) + '">' + escapeHtml(item.name || item.model || "未命名模型") + "</option>";
-    }).join("");
-    const primary = document.getElementById("m-sys-primary-model");
-    const fallback = document.getElementById("m-sys-fallback-model");
-    if (!primary || !fallback) return;
-    primary.innerHTML = models.length ? options : '<option value="">暂无模型</option>';
-    fallback.innerHTML = '<option value="">不启用辅助模型</option>' + options;
-    const keepPrimary = models.some(function (item) { return item.id === primaryId; }) ? primaryId : (models[0] && models[0].id) || "";
-    primary.value = keepPrimary;
-    fallback.value = models.some(function (item) { return item.id === fallbackId; }) && fallbackId !== keepPrimary ? fallbackId : "";
-  }
-
-  function openModelEditSheet(modelId) {
-    const models = state.system.models || [];
-    const item = models.find(function (row) { return row.id === modelId; }) || {};
-    state.system.editingModelId = modelId;
-    openSheet(
-      '<div class="m-sheet-head"><h2>编辑模型</h2>' +
-      '<button class="m-sheet-close" type="button" data-sheet-close aria-label="关闭">' + icon("close", 20) + "</button></div>" +
-      '<div class="m-sheet-body" data-model-id="' + escapeHtml(modelId) + '">' +
-      formFieldHtml("显示名称", '<input data-model-field="name" maxlength="50" value="' + escapeHtml(item.name || "") + '">', true) +
-      formFieldHtml("API Base URL", '<input data-model-field="base_url" type="url" value="' + escapeHtml(item.base_url || "https://api.openai.com/v1") + '">', true) +
-      formFieldHtml("模型标识", '<input data-model-field="model" maxlength="100" value="' + escapeHtml(item.model || "") + '">', true) +
-      formFieldHtml("API Key", '<input data-model-field="api_key" type="password" autocomplete="off" maxlength="300" placeholder="' + (item.configured ? "留空则保留已保存的 Key" : "输入 API Key") + '">', !item.configured) +
-      '<div class="m-sys-test-row"><button class="m-btn-outline" type="button" data-system-test-model>测试连接</button>' +
-      '<span data-model-test-status>未测试</span></div>' +
-      '<div class="m-sys-sheet-actions">' +
-      '<button class="m-btn-outline-danger" type="button" data-system-delete-model>删除模型</button>' +
-      '<button class="m-btn-primary" type="button" data-system-save-model>保存</button>' +
-      "</div></div>"
-    );
-  }
-
-  function readModelSheetFields(root) {
-    function fieldValue(name) {
-      const input = root.querySelector("[data-model-field='" + name + "']");
-      return String(input && input.value != null ? input.value : "").trim();
-    }
-    return {
-      name: fieldValue("name"),
-      base_url: fieldValue("base_url"),
-      model: fieldValue("model"),
-      api_key: fieldValue("api_key")
-    };
-  }
-
-  function renderSystemMembers() {
-    const payload = state.system.admin || {};
-    const membership = payload.membership || {};
-    const users = payload.users || [];
-    const userHtml = users.map(function (user) {
-      const admin = user.role === "admin";
-      const member = Boolean(user.membership_subscribed);
-      const badges = [];
-      if (admin) badges.push('<span class="m-sys-badge m-sys-badge--admin">管理员</span>');
-      if (member) badges.push('<span class="m-sys-badge m-sys-badge--ok">会员</span>');
-      else badges.push('<span class="m-sys-badge">普通用户</span>');
-      const expiry = member
-        ? (user.membership_expires_at ? "有效至 " + membershipDateLabel(user.membership_expires_at) : "永久有效")
-        : user.membership_status === "suspended"
-          ? "会员已停用"
-          : "尚未开通";
-      return '<div class="m-sys-user-row" data-admin-user="' + number(user.id) + '">' +
-        '<div class="m-sys-row-body"><strong>' + escapeHtml(user.username) + "</strong>" +
-        '<div class="m-sys-badges">' + badges.join("") + "</div>" +
-        '<p class="m-sys-hint">' + escapeHtml(expiry) + " · 今日已用 " + number(user.used_today) + " 次</p></div>" +
-        '<button class="m-btn-outline" type="button" data-system-open-member>管理</button></div>';
-    }).join("") || '<div class="m-state"><p>暂无注册用户</p></div>';
-    const html =
-      '<div class="m-sys-body" data-system-page="members">' +
-      '<div class="m-card m-sys-section"><strong>全局额度</strong>' +
-      formFieldHtml("会员每日智能分析上限", '<input id="m-sys-member-limit" type="number" min="1" max="1000" value="' + (number(membership.member_daily_limit) || 50) + '">', false) +
-      '<p class="m-sys-hint">对所有会员生效，每日 0 点自动重置。</p>' +
-      '<button class="m-btn-primary" type="button" data-system-save-limit>保存额度</button></div>' +
-      '<div class="m-card m-sys-section"><strong>会员账号 · ' + users.length + " 个</strong>" +
-      userHtml +
-      '<p class="m-sys-hint">点「管理」为对应账号开通、续期或停用会员。</p></div>' +
-      "</div>";
-    systemFill(html);
-  }
-
-  function openMemberManageSheet(userId) {
-    const users = (state.system.admin && state.system.admin.users) || [];
-    const user = users.find(function (item) { return String(item.id) === String(userId); });
-    if (!user) return;
-    state.system.editingUserId = String(userId);
-    const member = Boolean(user.membership_subscribed);
-    const expiry = member
-      ? (user.membership_expires_at ? "有效至 " + membershipDateLabel(user.membership_expires_at) : "永久有效")
-      : user.membership_status === "suspended" ? "会员已停用" : "尚未开通";
-    openSheet(
-      '<div class="m-sheet-head"><h2>管理会员 · ' + escapeHtml(user.username) + "</h2>" +
-      '<button class="m-sheet-close" type="button" data-sheet-close aria-label="关闭">' + icon("close", 20) + "</button></div>" +
-      '<div class="m-sheet-body" data-admin-user="' + number(user.id) + '">' +
-      '<p class="m-sys-lead">当前状态：' + escapeHtml(expiry) + " · 今日已用 " + number(user.used_today) + " 次</p>" +
-      formFieldHtml("会员状态", '<select data-member-status>' +
-        '<option value="inactive"' + (user.membership_status === "inactive" ? " selected" : "") + ">未开通</option>" +
-        '<option value="active"' + (user.membership_status === "active" ? " selected" : "") + ">有效</option>" +
-        '<option value="suspended"' + (user.membership_status === "suspended" ? " selected" : "") + ">停用</option>" +
-        "</select>", false) +
-      formFieldHtml("开通 / 续期时长", '<select data-member-duration><option value="">选择时长</option>' +
-        '<option value="1_month">1个月</option><option value="3_months">3个月</option>' +
-        '<option value="12_months">12个月</option><option value="3_years">3年</option>' +
-        '<option value="permanent">永久</option></select>', false) +
-      '<p class="m-sys-hint">从当前时间开始顺延；已有会员则叠加续期。</p>' +
-      '<div class="m-sys-sheet-actions">' +
-      '<button class="m-btn-outline" type="button" data-sheet-close>取消</button>' +
-      '<button class="m-btn-primary" type="button" data-system-save-member>应用</button>' +
-      "</div></div>"
-    );
   }
 
   function setFieldError(inputId, message) {
@@ -5571,97 +5396,6 @@
     });
   }
 
-  function saveSystemModels() {
-    const button = document.querySelector("[data-system-save-models]");
-    if (button) button.disabled = true;
-    global.MobileAPI.request("/api/admin/settings", "POST", {
-      primary_model_id: (document.getElementById("m-sys-primary-model") || {}).value || "",
-      fallback_model_id: (document.getElementById("m-sys-fallback-model") || {}).value || "",
-    }).then(function () {
-      showToast("模型分工已保存");
-      loadSystem();
-    }).catch(function (error) {
-      showToast(error && error.message ? error.message : "模型分工保存失败");
-    }).then(function () {
-      if (button) button.disabled = false;
-    });
-  }
-
-  function persistSystemModels(models, message) {
-    return global.MobileAPI.request("/api/admin/settings", "POST", { models: models }).then(function () {
-      showToast(message || "模型池已保存");
-      closeSheet();
-      loadSystem();
-    });
-  }
-
-  function saveEditedSystemModel() {
-    const sheet = document.querySelector(".m-sheet-body[data-model-id]");
-    if (!sheet) return;
-    const id = sheet.dataset.modelId;
-    const fields = readModelSheetFields(sheet);
-    const models = collectSystemModelPool().map(function (item) {
-      if (item.id !== id) return item;
-      return Object.assign({}, item, fields);
-    });
-    persistSystemModels(models, "模型已保存").catch(function (error) {
-      showToast(error && error.message ? error.message : "模型保存失败");
-    });
-  }
-
-  function addSystemModel() {
-    const models = collectSystemModelPool();
-    const id = "model-" + Date.now() + "-" + Math.floor(Math.random() * 10000);
-    const created = { id: id, name: "模型 " + (models.length + 1), base_url: "https://api.openai.com/v1", model: "", api_key: "", configured: false };
-    state.system.models = models.concat([created]);
-    const list = document.getElementById("m-sys-model-list");
-    if (list) list.innerHTML = renderModelPoolHtml(state.system.models);
-    updateSystemModelRoleOptions(id, (document.getElementById("m-sys-fallback-model") || {}).value || "");
-    openModelEditSheet(id);
-  }
-
-  function deleteSystemModel(row) {
-    if (!row) return;
-    const id = row.dataset.modelId;
-    const primary = (document.getElementById("m-sys-primary-model") || {}).value;
-    const fallback = (document.getElementById("m-sys-fallback-model") || {}).value;
-    const llm = (state.system.admin && state.system.admin.llm) || {};
-    if (id === primary || id === fallback || id === llm.primary_model_id || id === llm.fallback_model_id) {
-      showToast("请先为主模型或辅助模型选择其他模型，再删除当前模型");
-      return;
-    }
-    openConfirmSheet("删除模型？", "删除后该模型将从模型池移除，此操作不可恢复。", {
-      danger: true,
-      centered: true,
-      confirmLabel: "删除",
-      onConfirm: function () {
-        const models = collectSystemModelPool().filter(function (item) { return item.id !== id; });
-        persistSystemModels(models, "模型已删除").catch(function (error) {
-          showToast(error && error.message ? error.message : "删除失败");
-        });
-      }
-    });
-  }
-
-  function testSystemModel(row) {
-    if (!row) return;
-    const status = document.querySelector("[data-model-test-status]");
-    const button = document.querySelector("[data-system-test-model]");
-    const sheet = document.querySelector(".m-sheet-body[data-model-id]");
-    const id = (sheet && sheet.dataset.modelId) || row.dataset.modelId;
-    const fields = sheet ? readModelSheetFields(sheet) : {};
-    const profile = Object.assign({}, collectSystemModelPool().find(function (item) { return item.id === id; }) || {}, fields, { id: id });
-    if (button) button.disabled = true;
-    if (status) status.textContent = "连接中";
-    global.MobileAPI.request("/api/admin/settings/test", "POST", { model_id: id, profile: profile }).then(function (payload) {
-      if (status) status.textContent = "上次测试：成功 · " + number(payload.result && payload.result.latency_ms) + "ms";
-    }).catch(function (error) {
-      if (status) status.textContent = error && error.message ? error.message : "测试失败";
-    }).then(function () {
-      if (button) button.disabled = false;
-    });
-  }
-
   function startSystemRefresh() {
     const button = document.querySelector("[data-system-refresh]");
     if (button) button.disabled = true;
@@ -5699,56 +5433,6 @@
     });
   }
 
-  function saveSystemMemberLimit() {
-    const button = document.querySelector("[data-system-save-limit]");
-    if (button) button.disabled = true;
-    global.MobileAPI.request("/api/admin/settings", "POST", {
-      member_daily_limit: number((document.getElementById("m-sys-member-limit") || {}).value),
-    }).then(function () {
-      showToast("会员调用额度已保存");
-      loadSystem();
-    }).catch(function (error) {
-      showToast(error && error.message ? error.message : "会员调用额度保存失败");
-    }).then(function () {
-      if (button) button.disabled = false;
-    });
-  }
-
-  function saveSystemMember(card) {
-    if (!card) return;
-    const status = (card.querySelector("[data-member-status]") || {}).value;
-    const apply = function () {
-      const button = card.querySelector("[data-system-save-member]");
-      if (button) button.disabled = true;
-      global.MobileAPI.request("/api/admin/membership", "POST", {
-        user_id: card.dataset.adminUser,
-        status: status,
-        duration: (card.querySelector("[data-member-duration]") || {}).value,
-      }).then(function (payload) {
-        if (state.system.admin) state.system.admin.users = payload.users || [];
-        closeSheet();
-        showToast("会员状态已更新");
-        renderSystemMembers();
-      }).catch(function (error) {
-        showToast(error && error.message ? error.message : "会员状态保存失败");
-      }).then(function () {
-        if (button) button.disabled = false;
-      });
-    };
-    if (status === "suspended") {
-      openConfirmSheet("停用该会员？", "停用后该账号将无法使用会员智能功能，可稍后重新开通。", {
-        danger: true,
-        centered: true,
-        confirmLabel: "停用",
-        onConfirm: apply
-      });
-      return;
-    }
-    apply();
-  }
-
-  /* ---------------------------------------------------------------- events */
-
   function bindEvents() {
     window.addEventListener("hashchange", closeSheet);
 
@@ -5876,12 +5560,6 @@
         return;
       }
 
-      const systemAdminTab = event.target.closest("[data-system-admin-tab]");
-      if (systemAdminTab) {
-        state.system.adminTab = systemAdminTab.dataset.systemAdminTab === "models" ? "models" : "market";
-        renderSystemAdmin("system/admin");
-        return;
-      }
       if (event.target.closest("[data-system-save-birth]")) { saveSystemBirth(); return; }
       if (event.target.closest("[data-system-delete-birth]")) { deleteSystemBirth(); return; }
       if (event.target.closest("[data-system-save-password]")) { saveSystemPassword(); return; }
@@ -5889,22 +5567,9 @@
       if (event.target.closest("[data-system-logout]")) { logoutSystemAccount(); return; }
       if (event.target.closest("[data-system-save-market]")) { saveSystemMarket(); return; }
       if (event.target.closest("[data-system-toggle-refresh]")) { toggleSystemRefresh(); return; }
-      if (event.target.closest("[data-system-save-models]")) { saveSystemModels(); return; }
-      if (event.target.closest("[data-system-save-model]")) { saveEditedSystemModel(); return; }
-      if (event.target.closest("[data-system-add-model]")) { addSystemModel(); return; }
-      const editModel = event.target.closest("[data-system-edit-model]");
-      if (editModel) { openModelEditSheet(editModel.dataset.modelId); return; }
-      const deleteModel = event.target.closest("[data-system-delete-model]");
-      if (deleteModel) { deleteSystemModel(deleteModel.closest("[data-model-id]")); return; }
-      const testModel = event.target.closest("[data-system-test-model]");
-      if (testModel) { testSystemModel(testModel.closest("[data-model-id]")); return; }
       if (event.target.closest("[data-system-refresh]")) { startSystemRefresh(); return; }
       if (event.target.closest("[data-system-backfill]")) { startSystemBackfill(); return; }
-      if (event.target.closest("[data-system-save-limit]")) { saveSystemMemberLimit(); return; }
+      if (event.target.closest("[data-system-datahub]")) { openDataHubConsole(); return; }
-      const openMember = event.target.closest("[data-system-open-member]");
-      if (openMember) { openMemberManageSheet(openMember.closest("[data-admin-user]").dataset.adminUser); return; }
-      const saveMember = event.target.closest("[data-system-save-member]");
-      if (saveMember) { saveSystemMember(saveMember.closest("[data-admin-user]")); return; }
 
       // 我的复盘：新增/编辑/删除/筛选/提交等操作
       const reviewAddTrade = event.target.closest("[data-review-add-trade]");

frontend/m/js/router.js

@@ -263,6 +263,7 @@
       '<label class="m-form-field"><span>账号名</span><input id="m-auth-username" type="text" minlength="3" maxlength="30" autocomplete="username" required></label>',
       '<label class="m-form-field"><span>密码</span><input id="m-auth-password" type="password" minlength="8" maxlength="128" autocomplete="current-password" required></label>',
       '<label class="m-form-field" id="m-auth-confirm-field" hidden><span>确认密码</span><input id="m-auth-confirm" type="password" minlength="8" maxlength="128" autocomplete="new-password"></label>',
+      '<label class="m-form-field" id="m-auth-invite-field" hidden><span>邀请码</span><input id="m-auth-invite" type="text" maxlength="32" autocomplete="off" spellcheck="false" placeholder="XB-XXXX-XXXX-XXXX"></label>',
       '<p class="m-auth-error" id="m-auth-error" hidden></p>',
       '<button class="m-btn-primary" id="m-auth-submit" type="submit"><span class="m-btn-spinner" aria-hidden="true" hidden></span><span class="m-btn-label">登录</span></button>',
       "</form>",
@@ -280,6 +281,8 @@
     });
     document.getElementById("m-auth-confirm-field").hidden = authMode !== "register";
     document.getElementById("m-auth-confirm").required = authMode === "register";
+    document.getElementById("m-auth-invite-field").hidden = authMode !== "register";
+    document.getElementById("m-auth-invite").required = authMode === "register";
     document.getElementById("m-auth-password").autocomplete = authMode === "register" ? "new-password" : "current-password";
     const submitLabel = document.querySelector("#m-auth-submit .m-btn-label");
     if (submitLabel) submitLabel.textContent = authMode === "register" ? "注册并进入" : "登录";
@@ -346,7 +349,7 @@
     label.textContent = authMode === "register" ? "注册中…" : "登录中…";
     try {
       if (authMode === "register") {
-        await global.MobileSession.register(username, password);
+        await global.MobileSession.register(username, password, document.getElementById("m-auth-invite").value.trim());
       } else {
         await global.MobileSession.login(username, password);
       }

frontend/m/js/session.js

@@ -24,10 +24,11 @@
     return applySession(payload);
   }
 
-  async function register(username, password) {
+  async function register(username, password, inviteCode) {
     const payload = await global.MobileAPI.request("/api/auth/register", "POST", {
       username: username,
-      password: password
+      password: password,
+      invite_code: inviteCode || ""
     });
     return applySession(payload);
   }

frontend/pages/mentor/foundation.css

@@ -100,7 +100,12 @@ body[data-active-view="mentorView"] .app-page-context span {
 }
 
 #mentorView .mentor-page-header {
-  display: none;
+  flex: 0 0 auto;
+  display: flex;
+  align-items: center;
+  min-height: 34px;
+  margin: 0 0 12px;
+  padding: 0 16px;
 }
 
 #mentorView .mentor-page-title {
@@ -1360,6 +1365,10 @@ body[data-active-view="mentorView"] .app-page-context span {
 }
 
 @media (max-width: 767px) {
+  #mentorView.workspace-view {
+    padding: calc(var(--page-pad-y) + 40px) 0 0;
+  }
+
   #mentorView .mentor-layout {
     grid-template-columns: minmax(0, 1fr);
     overflow: visible;

frontend/pages/review/foundation.css

@@ -2065,7 +2065,7 @@ body[data-active-view="reviewWorkspaceView"] .workspace-view {
   }
 }
 
-:root[data-theme="dark"] :is(.global-search-results, .assistant-messages, .trade-log-form, .alerts-toolbar, .admin-section-picker) {
+:root[data-theme="dark"] :is(.global-search-results, .assistant-messages, .trade-log-form, .alerts-toolbar) {
   border-color: var(--line-soft);
 
   background: var(--surface-muted);

frontend/pages/rotation/foundation.css

@@ -28,14 +28,6 @@
   background: var(--selected);
 }
 
-.rotation-sector-chip.selected {
-  border-color: var(--action);
-
-  background: var(--action-soft);
-
-  color: var(--action-hover);
-}
-
 .rotation-sector-chip > span {
   color: var(--text-secondary);
 
@@ -158,8 +150,6 @@
   cursor: pointer;
 
   border-bottom: 1px dashed var(--border);
-
-  background: color-mix(in srgb, var(--accent) calc(4% + var(--rotation-heat) * 46%), transparent);
 }
 
 .redesigned-rotation-view {
@@ -397,8 +387,12 @@
 
   display: flex;
 
+  flex-wrap: wrap;
+
   align-items: center;
 
+  row-gap: 4px;
+
   gap: 14px;
 
   padding: 8px 14px;
@@ -434,18 +428,32 @@
   border-radius: 2px;
 }
 
-#rotationView .rotation-swatch.strong {
+#rotationView .rotation-swatch.tier-1 {
-  background: var(--accent);
+  background: var(--rotation-tier1-bar);
 }
 
-#rotationView .rotation-swatch.warm {
+#rotationView .rotation-swatch.tier-2 {
-  background: var(--accent-soft);
+  background: var(--rotation-tier2-bar);
 }
 
-#rotationView .rotation-swatch.mild {
+#rotationView .rotation-swatch.tier-3 {
-  background: var(--surface-muted);
+  background: var(--rotation-tier3-bar);
+}
 
-  border: 1px solid var(--border);
+#rotationView .rotation-swatch.tier-4 {
+  background: var(--rotation-tier4-bar);
+}
+
+#rotationView .rotation-swatch.tier-5 {
+  background: var(--rotation-tier5-bar);
+}
+
+#rotationView .rotation-legend-note {
+  margin-left: auto;
+
+  color: var(--r2-faint);
+
+  white-space: nowrap;
 }
 
 #rotationView .rotation-tracker {
@@ -818,10 +826,59 @@
 
 #rotationView .rotation-history.tracking .rotation-sector-chip.selected {
   opacity: 1;
+}
 
-  border-color: var(--r2-blue);
+/* 追踪态：命中被追踪板块名、但不是当次点击的那一格 —— 保持档位底色，2px 同档位描边（含 80% 不透明度），
+   连点标记不做动画，仅描边淡入 200ms */
+#rotationView .rotation-sector-chip.selected:not(.current-cell) {
+  border-width: 2px;
 
-  box-shadow: inset 3px 0 0 var(--r2-blue), 0 0 0 1px var(--accent-soft);
+  border-color: color-mix(in srgb, var(--tier-bar) 80%, transparent);
+
+  transition: border-color 200ms var(--ease-out);
+}
+
+/* 选中态：仅当次点击的日期+板块这一格 —— 同档位实色渐变 + 2px 亮描边 + 克制光晕，全页最多一张 */
+#rotationView .rotation-sector-chip.selected.current-cell {
+  border-width: 2px;
+
+  border-color: var(--tier-text);
+
+  background: linear-gradient(135deg, var(--tier-fill-start), var(--tier-fill-end));
+
+  box-shadow: 0 0 16px color-mix(in srgb, var(--tier-bar) var(--rotation-tier-glow-alpha), transparent);
+
+  color: var(--text-inverse);
+
+  transition: background 160ms var(--ease-out), border-color 160ms var(--ease-out), box-shadow 160ms var(--ease-out);
+}
+
+#rotationView .rotation-sector-chip.selected.current-cell strong,
+#rotationView .rotation-sector-chip.selected.current-cell small,
+#rotationView .rotation-sector-chip.selected.current-cell small b {
+  color: var(--text-inverse);
+}
+
+#rotationView .rotation-track-dot {
+  width: 6px;
+
+  height: 6px;
+
+  position: absolute;
+
+  top: 6px;
+
+  right: 6px;
+
+  border-radius: 50%;
+
+  background: var(--tier-bar);
+}
+
+@media (prefers-reduced-motion: reduce) {
+  #rotationView .rotation-sector-chip.selected.current-cell {
+    box-shadow: none;
+  }
 }
 
 .rotation-cell-tooltip {
@@ -1050,40 +1107,79 @@
   }
 }
 
-#rotationView .rotation-sector-chip.heat-mild {
+/* HEL-524: 五档强度色 —— 同一强度值在 9 个日期列中颜色完全一致，仅代表强度档位，与涨跌无关。
-  border-color: var(--border);
+   普通卡只用低透明着色，页面/主容器/日期分栏的层级由 HEL-522 的明度骨架承担，这里不重复叠加。 */
-
+#rotationView .rotation-sector-chip.heat-tier-1 {
-  background: var(--surface-muted);
+  --tier-bar: var(--rotation-tier1-bar);
-
+  --tier-bg: var(--rotation-tier1-bg);
-  box-shadow: none;
+  --tier-border: var(--rotation-tier1-border);
+  --tier-text: var(--rotation-tier1-text);
+  --tier-fill-start: var(--rotation-tier1-fill-start);
+  --tier-fill-end: var(--rotation-tier1-fill-end);
 }
 
-#rotationView .rotation-sector-chip.heat-strong {
+#rotationView .rotation-sector-chip.heat-tier-2 {
-  border-color: var(--action-line);
+  --tier-bar: var(--rotation-tier2-bar);
-
+  --tier-bg: var(--rotation-tier2-bg);
-  background: var(--accent-soft);
+  --tier-border: var(--rotation-tier2-border);
-
+  --tier-text: var(--rotation-tier2-text);
-  box-shadow: none;
+  --tier-fill-start: var(--rotation-tier2-fill-start);
+  --tier-fill-end: var(--rotation-tier2-fill-end);
 }
 
-#rotationView .rotation-sector-chip.heat-warm {
+#rotationView .rotation-sector-chip.heat-tier-3 {
-  border-color: var(--action-line);
+  --tier-bar: var(--rotation-tier3-bar);
-
+  --tier-bg: var(--rotation-tier3-bg);
-  background: color-mix(in srgb, var(--accent) 12%, var(--surface));
+  --tier-border: var(--rotation-tier3-border);
-
+  --tier-text: var(--rotation-tier3-text);
-  box-shadow: none;
+  --tier-fill-start: var(--rotation-tier3-fill-start);
+  --tier-fill-end: var(--rotation-tier3-fill-end);
 }
 
-#rotationView .rotation-sector-chip:hover {
+#rotationView .rotation-sector-chip.heat-tier-4 {
+  --tier-bar: var(--rotation-tier4-bar);
+  --tier-bg: var(--rotation-tier4-bg);
+  --tier-border: var(--rotation-tier4-border);
+  --tier-text: var(--rotation-tier4-text);
+  --tier-fill-start: var(--rotation-tier4-fill-start);
+  --tier-fill-end: var(--rotation-tier4-fill-end);
+}
+
+#rotationView .rotation-sector-chip.heat-tier-5 {
+  --tier-bar: var(--rotation-tier5-bar);
+  --tier-bg: var(--rotation-tier5-bg);
+  --tier-border: var(--rotation-tier5-border);
+  --tier-text: var(--rotation-tier5-text);
+  --tier-fill-start: var(--rotation-tier5-fill-start);
+  --tier-fill-end: var(--rotation-tier5-fill-end);
+}
+
+#rotationView .rotation-sector-chip[class*="heat-tier-"] {
+  border-color: var(--tier-border);
+
+  background: var(--tier-bg);
+
+  box-shadow: inset 4px 0 0 0 var(--tier-bar);
+
+  transition: transform 280ms cubic-bezier(0.22, 1, 0.36, 1), background-color 120ms var(--ease-out), border-color 120ms var(--ease-out), box-shadow 120ms var(--ease-out), filter 240ms, opacity 220ms;
+}
+
+#rotationView .rotation-sector-chip[class*="heat-tier-"] .rotation-strength {
+  color: var(--tier-text);
+}
+
+/* 悬停态：卡底与描边 alpha 适度提升，120ms ease-out，可打断，不打乱档位色含义；
+   已经处于选中/追踪态的卡片保持其自身样式，不叠加普通悬停处理 */
+#rotationView .rotation-sector-chip[class*="heat-tier-"]:hover:not(.selected) {
   z-index: 6;
 
-  border-color: var(--accent);
+  background: color-mix(in srgb, var(--tier-bar) 8%, var(--tier-bg) 92%);
+
+  border-color: color-mix(in srgb, var(--tier-bar) 26%, var(--tier-border) 74%);
 
   filter: saturate(1.06);
 
   transform: translate3d(2px, -2px, 0px) scale(1.015);
-
-  box-shadow: none;
 }
 
 #rotationView .rotation-table {
@@ -1207,30 +1303,6 @@
   box-shadow: var(--control-shadow);
 }
 
-:root[data-theme="dark"] #rotationView .rotation-sector-chip.heat-strong {
-  border-color: var(--blue-line);
-
-  background: var(--heat-strong-bg);
-
-  color: var(--heat-strong-ink);
-}
-
-:root[data-theme="dark"] #rotationView .rotation-sector-chip.heat-warm {
-  border-color: var(--border-strong);
-
-  background: var(--heat-warm-bg);
-
-  color: var(--heat-warm-ink);
-}
-
-:root[data-theme="dark"] #rotationView .rotation-sector-chip.heat-mild {
-  border-color: var(--border);
-
-  background: var(--heat-mild-bg);
-
-  color: var(--heat-mild-ink);
-}
-
 :root[data-theme="dark"] #rotationView :is(.rotation-rank, .rotation-table thead th, .trend-flat) {
   border-color: var(--border);
 
@@ -1243,20 +1315,6 @@
   background: var(--action-soft);
 }
 
-:root[data-theme="dark"] #rotationView :is(.rotation-swatch.warm) {
-  border-color: var(--blue-line);
-
-  background: var(--action-soft);
-
-  color: var(--action);
-}
-
-:root[data-theme="dark"] #rotationView :is(.rotation-swatch.mild) {
-  border-color: var(--border);
-
-  background: var(--surface-muted);
-}
-
 @media (max-width: 767px) {
   #rotationView :is(.rotation-table-frame, .rotation-detail-card) {
     max-height: none;

frontend/pages/rotation/page.html

@@ -22,9 +22,12 @@
           <span class="rotation-top-tag">每日 Top 12 热点</span>
         </header>
         <div class="rotation-legend" aria-label="板块强度图例">
-          <span><i class="rotation-swatch strong"></i>强度高（90+）</span>
+          <span><i class="rotation-swatch tier-1"></i>低·青（&lt;65）</span>
-          <span><i class="rotation-swatch warm"></i>强度中（70–89）</span>
+          <span><i class="rotation-swatch tier-2"></i>中低·蓝（65–74）</span>
-          <span><i class="rotation-swatch mild"></i>强度低（&lt;70）</span>
+          <span><i class="rotation-swatch tier-3"></i>中高·紫（75–84）</span>
+          <span><i class="rotation-swatch tier-4"></i>高·橙（85–94）</span>
+          <span><i class="rotation-swatch tier-5"></i>最高·红（95+）</span>
+          <span class="rotation-legend-note">颜色＝强度档位，与涨跌无关</span>
         </div>
         <div id="rotationTracker" class="rotation-tracker" hidden></div>
         <div id="rotationHistory" class="rotation-history"><div class="empty-state">正在读取轮动历史</div></div>

frontend/pages/rotation/page.js

@@ -3,6 +3,16 @@ window.XiaobaiPageModules.register("rotation", ["rotationView"], {
   enter: ["loadRotation"],
 });
 
+// HEL-524: 五档强度色固定映射，所有日期列共用同一套阈值 —— <65 青，65-74 蓝，75-84 紫，85-94 橙，95+ 红。
+function rotationHeatTier(strengthValue) {
+  const value = clamp(number(strengthValue), 0, 100);
+  if (value >= 95) return 5;
+  if (value >= 85) return 4;
+  if (value >= 75) return 3;
+  if (value >= 65) return 2;
+  return 1;
+}
+
 async function loadRotationHistory(force = false) {
   if (!state.dashboard || state.rotationLoading) return;
   const key = `${elements.tradeDate.value}:9`;
@@ -87,10 +97,14 @@ function renderRotationHistory() {
         <header><time>${escapeHtml(displayCompactDate(day.trade_date).slice(5))}</time><span>${(day.sectors || []).length} 个热点</span></header>
         <div class="rotation-day-sectors">${(day.sectors || []).map((sector) => {
           const strength = clamp(number(sector.strength), 0, 100);
-          const heatClass = strength >= 90 ? "heat-strong" : strength >= 70 ? "heat-warm" : "heat-mild";
+          const heatClass = `heat-tier-${rotationHeatTier(strength)}`;
+          const isTrackedName = Boolean(selected) && selected === sector.name;
+          const isCurrentCell = isTrackedName && day.trade_date === state.rotationSelectedDate;
+          const stateClass = isCurrentCell ? "selected current-cell" : isTrackedName ? "selected" : "";
           return `
-          <button type="button" class="rotation-sector-chip ${heatClass} ${selected === sector.name ? "selected" : ""}" data-rotation-sector="${escapeHtml(sector.name)}" data-rotation-date="${escapeHtml(day.trade_date)}">
+          <button type="button" class="rotation-sector-chip ${heatClass} ${stateClass}" data-rotation-sector="${escapeHtml(sector.name)}" data-rotation-date="${escapeHtml(day.trade_date)}">
-            <span class="rotation-rank rank-${Math.min(number(sector.rank), 4)}">${number(sector.rank)}</span><strong>${escapeHtml(sector.name)}</strong><small><b>${number(sector.count)}</b> 家 · ${formatNumber(sector.strength, 0)}</small>
+            <span class="rotation-rank rank-${Math.min(number(sector.rank), 4)}">${number(sector.rank)}</span><strong>${escapeHtml(sector.name)}</strong><small><b>${number(sector.count)}</b> 家 · <b class="rotation-strength">${formatNumber(sector.strength, 0)}</b></small>
+            ${isTrackedName && !isCurrentCell ? '<span class="rotation-track-dot" aria-hidden="true"></span>' : ""}
             <span class="rotation-cell-tooltip">${escapeHtml(displayCompactDate(day.trade_date).slice(5))} · 第 ${number(sector.rank)} 名 · 涨停 ${number(sector.count)} 家 · 强度 ${formatNumber(sector.strength, 0)}</span>
           </button>`;
         }).join("")}</div>

frontend/pages/screener/foundation.css

@@ -2287,8 +2287,6 @@ body[data-active-view="screenerView"] .workspace-view {
   box-shadow: none;
 
   overflow: visible;
-
-  gap: 16px;
 }
 
 :where(#screenerView) .curated-library-pane {
@@ -2546,7 +2544,7 @@ body[data-active-view="screenerView"] .workspace-view {
 
   flex: 0 0 auto;
 
-  gap: 2px;
+  gap: 8px;
 
   margin: 0px;
 
@@ -2566,11 +2564,11 @@ body[data-active-view="screenerView"] .workspace-view {
 
   padding: 0 14px;
 
-  border: 0px;
+  border: 1px solid var(--control-border);
 
-  border-radius: 0;
+  border-radius: var(--radius-md);
 
-  background: transparent;
+  background: var(--control-surface);
 
   color: var(--r2-sub);
 
@@ -2586,15 +2584,19 @@ body[data-active-view="screenerView"] .workspace-view {
 }
 
 #screenerView .screener-mode-tabs button:hover {
-  background: var(--surface-hover);
+  border-color: var(--r2-blue-line);
+
+  background: var(--control-hover);
 
   color: var(--r2-ink);
 }
 
 #screenerView .screener-mode-tabs button.active {
-  background: transparent;
+  border-color: var(--scr-blue);
 
-  color: var(--scr-blue);
+  background: var(--scr-blue);
+
+  color: var(--on-action);
 
   font-weight: var(--font-weight-semibold);
 }
@@ -3135,7 +3137,11 @@ body[data-active-view="screenerView"] .workspace-view {
 }
 
 #screenerView .curated-screener-panel {
-  display: block;
+  display: flex;
+
+  flex-direction: column;
+
+  gap: 10px;
 }
 
 #screenerView .curated-workspace {
@@ -6184,7 +6190,7 @@ body[data-active-view="screenerView"] .workspace-view {
   background: var(--surface-muted);
 }
 
-:root[data-theme="dark"] #screenerView :is(.screener-mode-tabs, .screener-stepper, .regime-selector, .regime-option, .screener-results-view, .result-toolbar) {
+:root[data-theme="dark"] #screenerView :is(.screener-stepper, .regime-selector, .regime-option, .screener-results-view, .result-toolbar) {
   border-color: var(--border);
 
   background: var(--surface);

frontend/pages/sentiment/foundation.css

@@ -1596,7 +1596,7 @@
   background: var(--surface);
 }
 
-:root[data-theme="dark"] :is(.sentiment-cycle-toolbar, .tbl-tools) {
+:root[data-theme="dark"] :is(.tbl-tools) {
   border-color: var(--line-soft);
 
   background: var(--surface);
@@ -1610,7 +1610,7 @@
   color: var(--warning-color);
 }
 
-:root[data-theme="dark"] #sentimentCycleView :is(.sentiment-current-tag, .sentiment-auto-tag, .sentiment-detail-toolbar, .section-toolbar) {
+:root[data-theme="dark"] #sentimentCycleView :is(.sentiment-current-tag, .sentiment-auto-tag, .sentiment-detail-toolbar) {
   border-color: var(--border);
 
   background: var(--surface-muted);

frontend/shared/admin.js

@@ -39,21 +39,26 @@ async function openAdminSettings(refreshOnly = false) {
     const payload = await apiRequest("/api/admin/settings");
     const data = payload.data || {};
     const ifind = data.ifind || {};
-    const llm = payload.llm || {};
-    const membership = payload.membership || {};
     status.textContent = `数据中枢 ${data.configured ? "已连接" : "未连接"} · iFinD ${ifind.configured ? "已配置" : "未配置"} · ${number(data.snapshot_dates)} 个交易日`;
     status.classList.toggle("connected", Boolean(data.configured));
     setText("systemDataStatus", data.background_refresh_enabled ? "后台刷新已启用" : "后台刷新已暂停");
     renderDatahubRouteStatus(data.datahub || {});
     document.querySelector("#systemBackgroundRefresh").checked = Boolean(data.background_refresh_enabled);
-    document.querySelector("#memberDailyLimit").value = number(membership.member_daily_limit) || 50;
-    renderModelPool(llm.models || [], llm.primary_model_id || "", llm.fallback_model_id || "");
-    renderAdminUsers(payload.users || []);
   } catch (error) {
     status.textContent = error.message || "系统配置读取失败";
   }
 }
 
+function dataHubConsoleUrl() {
+  if (window.XIAOBAI_DATAHUB_URL) return String(window.XIAOBAI_DATAHUB_URL);
+  return `${window.location.protocol}//${window.location.hostname}:8766/admin/`;
+}
+
+function openDataHubConsole() {
+  if (state.user?.role !== "admin") return;
+  window.open(dataHubConsoleUrl(), "_blank", "noopener");
+}
+
 function renderDatahubRouteStatus(hub) {
   const box = document.querySelector("#datahubRouteStatus");
   if (!box) return;
@@ -74,129 +79,6 @@ function renderDatahubRouteStatus(hub) {
   }
 }
 
-function selectAdminPanel(panel) {
-  const selected = ["market", "models", "members"].includes(panel) ? panel : "market";
-  document.querySelector("#adminSectionSelect").value = selected;
-  document.querySelectorAll("[data-admin-panel]").forEach((item) => {
-    item.hidden = item.dataset.adminPanel !== selected;
-  });
-}
-
-function renderModelPool(models, primaryId = "", fallbackId = "") {
-  state.adminModels = models.map((item) => ({ ...item, api_key: item.api_key || "" }));
-  const container = document.querySelector("#modelPoolList");
-  container.innerHTML = state.adminModels.map((item, index) => `
-    <article class="model-pool-row" data-model-id="${escapeHtml(item.id)}">
-      <div class="model-pool-heading"><strong>${escapeHtml(item.name || `模型 ${index + 1}`)}</strong><span>${item.configured ? "已保存密钥" : "待配置"}</span></div>
-      <div class="model-pool-fields">
-        <label class="form-field"><span>显示名称 *</span><input data-model-field="name" maxlength="50" value="${escapeHtml(item.name || "")}" required></label>
-        <label class="form-field"><span>API Base URL *</span><input data-model-field="base_url" type="url" value="${escapeHtml(item.base_url || "https://api.openai.com/v1")}" required></label>
-        <label class="form-field"><span>模型标识 *</span><input data-model-field="model" maxlength="100" value="${escapeHtml(item.model || "")}" required></label>
-        <label class="form-field"><span>API Key${item.configured ? "" : " *"}</span><input data-model-field="api_key" type="password" autocomplete="off" maxlength="300" placeholder="${item.configured ? "留空保留已保存的 Key" : "输入 API Key"}" ${item.configured ? "" : "required"}></label>
-      </div>
-      <div class="model-test-row"><button class="button" type="button" data-test-model>测试连接</button><span class="model-test-status" aria-live="polite">未测试</span><button class="icon-button model-delete-button" type="button" data-delete-model aria-label="删除模型" title="删除模型"><i data-lucide="trash-2"></i></button></div>
-    </article>
-  `).join("") || emptyStateHtml("模型池为空，请先添加模型");
-  updateModelRoleOptions(primaryId, fallbackId);
-  container.querySelectorAll("[data-test-model]").forEach((button) => button.addEventListener("click", () => testPlatformModel(button.closest("[data-model-id]"))));
-  container.querySelectorAll("[data-delete-model]").forEach((button) => button.addEventListener("click", () => deletePlatformModel(button.closest("[data-model-id]"))));
-  container.querySelectorAll("[data-model-field='name']").forEach((input) => input.addEventListener("input", updateModelRoleLabels));
-  refreshIcons();
-}
-
-function collectModelPool() {
-  const saved = new Map(state.adminModels.map((item) => [item.id, item]));
-  return [...document.querySelectorAll("#modelPoolList [data-model-id]")].map((row) => ({
-    id: row.dataset.modelId,
-    name: row.querySelector("[data-model-field='name']").value.trim(),
-    base_url: row.querySelector("[data-model-field='base_url']").value.trim(),
-    model: row.querySelector("[data-model-field='model']").value.trim(),
-    api_key: row.querySelector("[data-model-field='api_key']").value.trim(),
-    configured: Boolean(saved.get(row.dataset.modelId)?.configured),
-  }));
-}
-
-function updateModelRoleOptions(primaryId = document.querySelector("#platformPrimaryModelSelect").value, fallbackId = document.querySelector("#platformFallbackModelSelect").value) {
-  const models = collectModelPool();
-  const options = models.map((item) => `<option value="${escapeHtml(item.id)}">${escapeHtml(item.name || item.model || "未命名模型")}</option>`).join("");
-  const primary = document.querySelector("#platformPrimaryModelSelect");
-  const fallback = document.querySelector("#platformFallbackModelSelect");
-  primary.innerHTML = models.length ? options : '<option value="">暂无模型</option>';
-  fallback.innerHTML = `<option value="">不启用辅助模型</option>${options}`;
-  primary.value = models.some((item) => item.id === primaryId) ? primaryId : models[0]?.id || "";
-  fallback.value = models.some((item) => item.id === fallbackId) && fallbackId !== primary.value ? fallbackId : "";
-}
-
-function updateModelRoleLabels() {
-  updateModelRoleOptions();
-}
-
-function addPlatformModel() {
-  const models = collectModelPool();
-  const id = `model-${Date.now()}-${Math.floor(Math.random() * 10000)}`;
-  models.push({ id, name: `模型 ${models.length + 1}`, base_url: "https://api.openai.com/v1", model: "", api_key: "", configured: false });
-  renderModelPool(models, document.querySelector("#platformPrimaryModelSelect").value || id, document.querySelector("#platformFallbackModelSelect").value);
-  document.querySelector(`[data-model-id="${CSS.escape(id)}"] [data-model-field="name"]`)?.focus();
-}
-
-function deletePlatformModel(row) {
-  if (!row) return;
-  const id = row.dataset.modelId;
-  const primary = document.querySelector("#platformPrimaryModelSelect").value;
-  const fallback = document.querySelector("#platformFallbackModelSelect").value;
-  if (id === primary || id === fallback) {
-    showToast("请先为主模型或辅助模型选择其他模型，再删除当前模型");
-    return;
-  }
-  const models = collectModelPool().filter((item) => item.id !== id);
-  renderModelPool(models, primary, fallback);
-}
-
-function renderAdminUsers(users) {
-  const container = document.querySelector("#adminUsersList");
-  container.innerHTML = users.map((user) => {
-    const admin = user.role === "admin";
-    const member = Boolean(user.membership_subscribed);
-    const identityLabels = [admin ? "管理员" : "", member ? "会员有效" : "普通用户"].filter(Boolean).join(" · ");
-    const expiry = member
-      ? (user.membership_expires_at ? `有效至 ${membershipDateDisplay(user.membership_expires_at)}` : "永久有效")
-      : user.membership_status === "suspended"
-        ? "会员已停用"
-        : user.membership_status === "active" && user.membership_expires_at
-          ? `已于 ${membershipDateDisplay(user.membership_expires_at)} 到期`
-          : "尚未开通";
-    return `<article class="admin-user-row" data-admin-user="${number(user.id)}">
-      <div class="admin-user-identity"><strong>${escapeHtml(user.username)}</strong><span>${escapeHtml(identityLabels)}</span><small>${escapeHtml(expiry)}</small></div>
-      <div class="admin-user-usage">今日调用 <b>${number(user.used_today)}</b></div>
-      <form class="membership-form">
-        <input type="hidden" name="user_id" value="${number(user.id)}">
-        <label><span>状态</span><select name="status"><option value="inactive" ${user.membership_status === "inactive" ? "selected" : ""}>未开通</option><option value="active" ${user.membership_status === "active" ? "selected" : ""}>有效</option><option value="suspended" ${user.membership_status === "suspended" ? "selected" : ""}>停用</option></select></label>
-        <label><span>开通 / 续期时长</span><select name="duration"><option value="">选择时长</option><option value="1_month">1个月</option><option value="3_months">3个月</option><option value="12_months">12个月</option><option value="3_years">3年</option><option value="permanent">永久</option></select></label>
-        <div class="membership-expiry"><span>当前到期</span><strong>${escapeHtml(expiry)}</strong></div>
-        <button class="button" type="submit">应用</button>
-      </form>
-    </article>`;
-  }).join("") || emptyStateHtml("暂无注册用户");
-  container.querySelectorAll(".membership-form").forEach((form) => form.addEventListener("submit", saveMembership));
-}
-
-async function saveMembership(event) {
-  event.preventDefault();
-  const form = event.currentTarget;
-  const data = Object.fromEntries(new FormData(form).entries());
-  const button = form.querySelector("button[type='submit']");
-  button.disabled = true;
-  try {
-    const payload = await apiRequest("/api/admin/membership", "POST", data);
-    renderAdminUsers(payload.users || []);
-    showToast("会员状态已更新");
-  } catch (error) {
-    showToast(error.message || "会员状态保存失败");
-  } finally {
-    button.disabled = false;
-  }
-}
-
 async function saveMarketSettings(event) {
   event.preventDefault();
   const button = event.currentTarget.querySelector("button[type='submit']");
@@ -214,70 +96,12 @@ async function saveMarketSettings(event) {
   }
 }
 
-async function saveModelPool(event) {
-  event.preventDefault();
-  const button = event.currentTarget.querySelector("button[type='submit']");
-  button.disabled = true;
-  try {
-    await apiRequest("/api/admin/settings", "POST", {
-      models: collectModelPool(),
-      primary_model_id: document.querySelector("#platformPrimaryModelSelect").value,
-      fallback_model_id: document.querySelector("#platformFallbackModelSelect").value,
-    });
-    showToast("模型池已保存");
-    await openAdminSettings(true);
-  } catch (error) {
-    showToast(error.message || "模型池保存失败");
-  } finally {
-    button.disabled = false;
-  }
-}
-
-async function saveMembershipSettings(event) {
-  event.preventDefault();
-  const button = event.currentTarget.querySelector("button[type='submit']");
-  button.disabled = true;
-  try {
-    await apiRequest("/api/admin/settings", "POST", {
-      member_daily_limit: number(document.querySelector("#memberDailyLimit").value),
-    });
-    showToast("会员调用额度已保存");
-    await openAdminSettings(true);
-  } catch (error) {
-    showToast(error.message || "会员调用额度保存失败");
-  } finally {
-    button.disabled = false;
-  }
-}
-
-async function testPlatformModel(row) {
-  if (!row) return;
-  const button = row.querySelector("[data-test-model]");
-  const status = row.querySelector(".model-test-status");
-  const profile = collectModelPool().find((item) => item.id === row.dataset.modelId) || {};
-  button.disabled = true;
-  status.textContent = "连接中";
-  try {
-    const payload = await apiRequest("/api/admin/settings/test", "POST", { model_id: row.dataset.modelId, profile });
-    status.textContent = `已连通 · ${number(payload.result.latency_ms)} ms`;
-    status.className = "model-test-status success";
-  } catch (error) {
-    status.textContent = error.message;
-    status.className = "model-test-status failure";
-  } finally {
-    button.disabled = false;
-  }
-}
-
 
 function bindAdminEvents() {
-  document.querySelector("#settingsButton").addEventListener("click", () => openAdminSettings());
+  document.querySelector("#settingsButton").addEventListener("click", openDataHubConsole);
+  document.querySelector("#marketAdminButton").addEventListener("click", () => openAdminSettings());
   document.querySelector("#closeAdminDialog").addEventListener("click", () => elements.adminDialog.close());
   document.querySelector("#backfillButton").addEventListener("click", backfillData);
-  document.querySelector("#adminSectionSelect").addEventListener("change", (event) => selectAdminPanel(event.target.value));
   document.querySelector("#systemMarketForm").addEventListener("submit", saveMarketSettings);
-  document.querySelector("#systemModelsForm").addEventListener("submit", saveModelPool);
-  document.querySelector("#membershipSettingsForm").addEventListener("submit", saveMembershipSettings);
-  document.querySelector("#addPlatformModel").addEventListener("click", addPlatformModel);
   document.querySelector("#adminRefreshButton").addEventListener("click", startAdminRefresh);
 }

frontend/shared/auth.css

@@ -125,50 +125,6 @@
   width: min(1060px, -24px + 100vw);
 }
 
-.admin-section-picker {
-  display: grid;
-
-  grid-template-columns: 96px minmax(220px, 360px);
-
-  align-items: center;
-
-  gap: 12px;
-
-  padding: 16px 18px;
-}
-
-.admin-section-picker label {
-  color: var(--text-secondary);
-
-  font-size: 13px;
-
-  font-weight: 700;
-}
-
-.admin-section-picker select {
-  width: 100%;
-
-  min-height: 32px;
-
-  padding: 0px 11px;
-
-  border: 1px solid var(--border-strong);
-
-  border-radius: 8px;
-
-  background: var(--surface);
-
-  color: var(--text-primary);
-
-  font-size: var(--font-size-label);
-}
-
-.admin-section-picker select:focus-visible {
-  outline: 2px solid var(--action);
-
-  outline-offset: 2px;
-}
-
 .admin-panel[hidden] {
   display: none;
 }
@@ -220,161 +176,6 @@
   font-weight: 650;
 }
 
-.compact-number-field {
-  width: min(260px, 100%);
-
-  margin-top: 14px;
-}
-
-.admin-users-list {
-  display: grid;
-
-  border-top: 1px solid var(--line);
-}
-
-.admin-user-row {
-  min-width: 0px;
-
-  display: grid;
-
-  grid-template-columns: 160px 100px minmax(0px, 1fr);
-
-  align-items: center;
-
-  gap: 14px;
-
-  padding: 13px 0px;
-
-  border-bottom: 1px solid var(--line);
-}
-
-.admin-user-identity strong {
-  display: block;
-
-  color: var(--text-primary);
-
-  font-size: 13px;
-}
-
-.admin-user-identity small,
-.admin-user-identity span {
-  display: block;
-
-  margin-top: 4px;
-
-  color: var(--text-muted);
-
-  font-size: 11px;
-}
-
-.admin-user-usage {
-  margin-top: 4px;
-
-  color: var(--text-muted);
-
-  font-size: 11px;
-}
-
-.membership-form {
-  padding: 0px;
-
-  min-width: 0px;
-
-  display: grid;
-
-  grid-template-columns: 100px minmax(170px, 0.8fr) minmax(160px, 1fr) auto;
-
-  align-items: end;
-
-  gap: 8px;
-}
-
-.membership-form label {
-  min-width: 0px;
-
-  display: grid;
-
-  gap: 5px;
-}
-
-.membership-form label span {
-  color: var(--text-muted);
-
-  font-size: 10px;
-}
-
-.membership-form input,
-.membership-form select {
-  width: 100%;
-
-  min-width: 0px;
-
-  height: 32px;
-
-  padding: 0px 8px;
-
-  border: 1px solid var(--border-strong);
-
-  border-radius: 8px;
-
-  background: var(--surface);
-}
-
-.membership-expiry {
-  min-width: 0px;
-
-  display: grid;
-
-  gap: 5px;
-
-  align-self: end;
-}
-
-.membership-expiry span {
-  color: var(--text-muted);
-
-  font-size: 10px;
-}
-
-.membership-expiry strong {
-  min-height: 34px;
-
-  display: flex;
-
-  align-items: center;
-
-  color: var(--text-secondary);
-
-  font-size: 12px;
-
-  font-weight: 650;
-}
-
-@media (max-width: 820px) {
-  .admin-user-row {
-    grid-template-columns: 1fr auto;
-  }
-
-  .admin-user-row .membership-form {
-    grid-column: 1 / -1;
-  }
-
-  .membership-form {
-    grid-template-columns: repeat(2, minmax(0px, 1fr));
-  }
-
-  .membership-form .button {
-    align-self: end;
-  }
-}
-
-@media (max-width: 600px) {
-
-  .membership-form {
-    grid-template-columns: minmax(0px, 1fr);
-  }
-}
-
 .connection-status {
   margin: 18px 18px 0px;
 
@@ -399,7 +200,6 @@
   padding: 18px;
 }
 
-.settings-dialog .membership-form,
 .settings-dialog .settings-section > form,
 .settings-dialog.admin-dialog > form {
   padding: 0px;
@@ -559,7 +359,6 @@
     padding-left: 12px;
   }
 
-  .settings-dialog .membership-form,
   .settings-dialog .settings-section > form,
   .settings-dialog.admin-dialog > form {
     padding: 0px;
@@ -1173,12 +972,6 @@ button.account-role-badge:focus-visible {
   }
 }
 
-@media (max-width: 600px) {
-  .admin-section-picker {
-    grid-template-columns: minmax(0px, 1fr);
-  }
-}
-
 @media (max-width: 520px) {
   .settings-dialog .form-field {
     width: 100%;
@@ -1520,32 +1313,6 @@ button.account-role-badge:focus-visible {
   font-size: 11px;
 }
 
-.admin-dialog .admin-section-picker {
-  grid-template-columns: auto minmax(220px, 300px);
-
-  gap: 14px;
-
-  padding: 12px 20px;
-
-  border-bottom: 1px solid var(--dialog-line);
-
-  background: var(--surface-subtle);
-}
-
-.admin-dialog .admin-section-picker label {
-  font-size: 11px;
-}
-
-.admin-dialog .admin-section-picker select {
-  min-height: 32px;
-
-  border-color: var(--border-strong);
-
-  border-radius: 8px;
-
-  font-size: var(--font-size-label);
-}
-
 .admin-dialog .admin-panel {
   max-width: 860px;
 
@@ -1556,24 +1323,6 @@ button.account-role-badge:focus-visible {
   border-top: 1px solid var(--dialog-line);
 }
 
-.admin-dialog .admin-users-list {
-  border-color: var(--dialog-line);
-}
-
-.admin-dialog .admin-user-row {
-  grid-template-columns: 150px 90px minmax(0px, 1fr);
-
-  gap: 12px;
-
-  padding: 12px 0px;
-
-  border-color: var(--dialog-line);
-}
-
-.admin-dialog .membership-form {
-  grid-template-columns: 92px minmax(135px, 0.8fr) minmax(140px, 1fr) auto;
-}
-
 @media (max-width: 760px) {
   .account-settings-dialog .membership-status-grid {
     grid-template-columns: repeat(2, minmax(0px, 1fr));
@@ -1582,22 +1331,6 @@ button.account-role-badge:focus-visible {
   .account-settings-dialog .account-birth-form {
     grid-template-columns: 1fr;
   }
-
-  .admin-dialog .admin-section-picker {
-    grid-template-columns: 1fr;
-
-    gap: 6px;
-  }
-
-  .admin-dialog .admin-user-row {
-    grid-template-columns: 1fr auto;
-  }
-
-  .admin-dialog .admin-user-row .membership-form {
-    grid-column: 1 / -1;
-
-    grid-template-columns: repeat(2, minmax(0px, 1fr));
-  }
 }
 
 @media (max-width: 460px) {
@@ -1612,10 +1345,6 @@ button.account-role-badge:focus-visible {
   .account-settings-dialog .membership-comparison > div {
     min-width: 510px;
   }
-
-  .admin-dialog .admin-user-row .membership-form {
-    grid-template-columns: 1fr;
-  }
 }
 
 :root[data-theme="dark"] :is(.header-command-group, .account-dropdown) {

frontend/shared/components/cards.css

@@ -1028,64 +1028,6 @@
   vertical-align: -1px;
 }
 
-.model {
-  padding: 12px 14px;
-
-  border-bottom: 1px solid var(--line-soft);
-
-  cursor: pointer;
-}
-
-.model:hover {
-  background: var(--table-hover);
-}
-
-.model .r1 {
-  display: flex;
-
-  align-items: center;
-
-  gap: 8px;
-}
-
-.model .r1 .nm {
-  font-weight: 700;
-
-  font-size: 13px;
-}
-
-.model .r1 .lv {
-  margin-left: auto;
-}
-
-.model .r2 {
-  font-size: 11.5px;
-
-  color: var(--sub);
-
-  margin-top: 4px;
-
-  line-height: 1.6;
-}
-
-.model .r3 {
-  display: flex;
-
-  gap: 10px;
-
-  margin-top: 6px;
-
-  font-size: 10.5px;
-
-  color: var(--faint);
-}
-
-.model .r3 .q {
-  border-bottom: 1px dashed var(--faint);
-
-  cursor: help;
-}
-
 :root[data-theme="dark"] :is(.card-h, .performance-stage-card header, .rotation-card-head, .auction-card-head-v2, .theme-card-head-v2, .dragon-detail-header, .screener-card-head, .mentor-page-header) {
   border-color: var(--line-soft);
 

frontend/shared/components/dialogs.css

@@ -29,22 +29,6 @@
   margin-top: 22px;
 }
 
-.admin-dialog .model-role-selectors {
-  gap: 10px;
-}
-
-.admin-dialog .model-pool-list {
-  margin-top: 14px;
-}
-
-.admin-dialog .model-row {
-  border-color: var(--border);
-
-  border-radius: 8px;
-
-  background: var(--surface-subtle);
-}
-
 @keyframes overlay-enter {
   0% {
     opacity: 0;

frontend/shared/session.js

@@ -6,6 +6,8 @@ function selectAuthMode(mode) {
   const registering = state.authMode === "register";
   document.querySelector("#authConfirmField").hidden = !registering;
   document.querySelector("#authPasswordConfirm").required = registering;
+  document.querySelector("#authInviteField").hidden = !registering;
+  document.querySelector("#authInviteCode").required = registering;
   document.querySelector("#authPassword").autocomplete = registering ? "new-password" : "current-password";
   document.querySelector("#authSubmitButton").textContent = registering ? "注册并进入" : "登录";
   document.querySelector("#authError").hidden = true;
@@ -24,7 +26,11 @@ async function submitAuthForm(event) {
   const button = document.querySelector("#authSubmitButton");
   button.disabled = true;
   try {
-    const session = await apiRequest(`/api/auth/${state.authMode}`, "POST", { username, password });
+    const registering = state.authMode === "register";
+    const credentials = registering
+      ? { username, password, invite_code: document.querySelector("#authInviteCode").value.trim() }
+      : { username, password };
+    const session = await apiRequest(`/api/auth/${state.authMode}`, "POST", credentials);
     document.querySelector("#authForm").reset();
     await applyAuthenticatedSession(session);
   } catch (error) {
@@ -42,6 +48,7 @@ async function applyAuthenticatedSession(session) {
   const isAdmin = session.user?.role === "admin";
   updateAccountIdentityBadges(session.user?.membership || {});
   document.querySelector("#settingsButton").hidden = !isAdmin;
+  document.querySelector("#marketAdminButton").hidden = !isAdmin;
   document.querySelector("#syncButton").hidden = !isAdmin;
   document.querySelector("#reasonForm").hidden = !isAdmin;
   document.querySelector("#sectorPhaseManager").hidden = !isAdmin;

frontend/shared/shell.css

@@ -3765,3 +3765,30 @@ body.mobile-shell[data-active-view="heavenView"] .app-header .overview-strip[dat
   overflow: hidden;
 }
 
+/* HEL-524: 侧栏去掉作为整块独立色板的背景，融入页面底层；品牌区与顶栏保持同层；
+   收起侧栏整行不再单独着色。展开/收起态均生效。「问天」冻结路由维持原有外观。 */
+body:not(.mobile-shell):not([data-active-view="heavenView"]) .module-nav,
+body.sidebar-collapsed:not(.mobile-shell):not([data-active-view="heavenView"]) .module-nav {
+  background: var(--canvas);
+}
+
+body:not(.mobile-shell):not([data-active-view="heavenView"]) .sidebar-brand {
+  background: var(--header-bg);
+}
+
+body:not(.mobile-shell):not([data-active-view="heavenView"]) .sidebar-collapse-button {
+  background: transparent;
+}
+
+:root[data-theme="dark"] body:not(.mobile-shell):not([data-active-view="heavenView"]) .module-nav {
+  background: var(--canvas);
+}
+
+:root[data-theme="dark"] body:not(.mobile-shell):not([data-active-view="heavenView"]) .sidebar-brand {
+  background-color: var(--header-bg);
+}
+
+:root[data-theme="dark"] body:not(.mobile-shell):not([data-active-view="heavenView"]) :is(.nav-group, .sidebar-collapse-button) {
+  background-color: transparent;
+}
+

frontend/shared/tokens.css

@@ -381,6 +381,40 @@
   --r2-radius: var(--size-radius-lg);
   --r2-shadow: var(--elevation-card);
 
+  /* HEL-524: 板块轮动五档强度色（日间）。五档单调递进：青→蓝→紫→橙→红，冷到暖；
+     同一强度值在所有日期列使用完全相同的颜色，颜色仅代表强度档位，与涨跌无关。 */
+  --rotation-tier1-bar: #0D9488;
+  --rotation-tier1-bg: rgba(13, 148, 136, .08);
+  --rotation-tier1-border: rgba(13, 148, 136, .25);
+  --rotation-tier1-text: #0F766E;
+  --rotation-tier1-fill-start: #11766D;
+  --rotation-tier1-fill-end: #0C443F;
+  --rotation-tier2-bar: #2563EB;
+  --rotation-tier2-bg: rgba(37, 99, 235, .07);
+  --rotation-tier2-border: rgba(37, 99, 235, .22);
+  --rotation-tier2-text: #1D4ED8;
+  --rotation-tier2-fill-start: #2059D7;
+  --rotation-tier2-fill-end: #1D46A2;
+  --rotation-tier3-bar: #7C3AED;
+  --rotation-tier3-bg: rgba(124, 58, 237, .07);
+  --rotation-tier3-border: rgba(124, 58, 237, .22);
+  --rotation-tier3-text: #6D28D9;
+  --rotation-tier3-fill-start: #6F2DE0;
+  --rotation-tier3-fill-end: #5720B5;
+  --rotation-tier4-bar: #EA580C;
+  --rotation-tier4-bg: rgba(234, 88, 12, .08);
+  --rotation-tier4-border: rgba(234, 88, 12, .25);
+  --rotation-tier4-text: #C2410C;
+  --rotation-tier4-fill-start: #C85215;
+  --rotation-tier4-fill-end: #913E13;
+  --rotation-tier5-bar: #DC2626;
+  --rotation-tier5-bg: rgba(220, 38, 38, .08);
+  --rotation-tier5-border: rgba(220, 38, 38, .25);
+  --rotation-tier5-text: #B91C1C;
+  --rotation-tier5-fill-start: #BE2B2B;
+  --rotation-tier5-fill-end: #8C2424;
+  --rotation-tier-glow-alpha: 22%;
+
   font-family: "PingFang SC", "Microsoft YaHei", system-ui, sans-serif;
   font-size: 14px;
 }
@@ -557,6 +591,40 @@
   --heat-warm-ink: #dfeaf7;
   --heat-mild-bg: #293440;
   --heat-mild-ink: #c7d2dc;
+
+  /* HEL-524: 板块轮动五档强度色（夜间）。五档单调递进：青→蓝→紫→橙→红，冷到暖；
+     同一强度值在所有日期列使用完全相同的颜色，颜色仅代表强度档位，与涨跌无关。 */
+  --rotation-tier1-bar: #2DD4BF;
+  --rotation-tier1-bg: rgba(45, 212, 191, .09);
+  --rotation-tier1-border: rgba(45, 212, 191, .20);
+  --rotation-tier1-text: #5EEAD4;
+  --rotation-tier1-fill-start: #32B6A5;
+  --rotation-tier1-fill-end: #2A867A;
+  --rotation-tier2-bar: #60A5FA;
+  --rotation-tier2-bg: rgba(96, 165, 250, .10);
+  --rotation-tier2-border: rgba(96, 165, 250, .22);
+  --rotation-tier2-text: #93C5FD;
+  --rotation-tier2-fill-start: #5098F1;
+  --rotation-tier2-fill-end: #217AE7;
+  --rotation-tier3-bar: #A78BFA;
+  --rotation-tier3-bg: rgba(167, 139, 250, .11);
+  --rotation-tier3-border: rgba(167, 139, 250, .24);
+  --rotation-tier3-text: #C4B5FD;
+  --rotation-tier3-fill-start: #9879F2;
+  --rotation-tier3-fill-end: #724AE9;
+  --rotation-tier4-bar: #FB923C;
+  --rotation-tier4-bg: rgba(251, 146, 60, .12);
+  --rotation-tier4-border: rgba(251, 146, 60, .26);
+  --rotation-tier4-text: #FDBA74;
+  --rotation-tier4-fill-start: #F07C2D;
+  --rotation-tier4-fill-end: #D05A14;
+  --rotation-tier5-bar: #F87171;
+  --rotation-tier5-bg: rgba(248, 113, 113, .13);
+  --rotation-tier5-border: rgba(248, 113, 113, .28);
+  --rotation-tier5-text: #FCA5A5;
+  --rotation-tier5-fill-start: #EF6161;
+  --rotation-tier5-fill-end: #E53333;
+  --rotation-tier-glow-alpha: 35%;
   --heaven-field-bg: #23241f;
   --shadow-soft: 0 1px 2px rgba(0, 0, 0, .28), 0 8px 24px rgba(0, 0, 0, .16);
   --shadow: 0 18px 50px rgba(0, 0, 0, .46);

tests/e2e/app-shell.spec.js

@@ -632,6 +632,7 @@ test("admin shell opens every primary workspace and global search", async ({ pag
   await expect(page.locator("#authGate")).toBeHidden();
   await openHeaderCommandMenu(page);
   await expect(page.locator("#settingsButton")).toBeVisible();
+  await expect(page.locator("#marketAdminButton")).toBeVisible();
   await expect(page.locator("#syncButton")).toBeVisible();
   await page.keyboard.press("Escape");
   await page.locator("#alertButton").click();
@@ -1260,9 +1261,9 @@ test("sector rotation transfers the nine-day matrix, tracking and sortable detai
   await expect(page.locator("#rotationHistory .rotation-day").last()).toHaveClass(/latest-day/);
   await expect(page.locator("#rotationView .rotation-legend")).not.toContainText("单元格 =");
   const firstDayCells = page.locator("#rotationHistory .rotation-day").first().locator(".rotation-sector-chip");
-  await expect(firstDayCells.nth(0)).toHaveClass(/heat-strong/);
+  await expect(firstDayCells.nth(0)).toHaveClass(/heat-tier-4/); // strength 92 → 85-94 档（高·橙）
-  await expect(firstDayCells.nth(1)).toHaveClass(/heat-warm/);
+  await expect(firstDayCells.nth(1)).toHaveClass(/heat-tier-3/); // strength 76 → 75-84 档（中高·紫）
-  await expect(firstDayCells.nth(2)).toHaveClass(/heat-mild/);
+  await expect(firstDayCells.nth(2)).toHaveClass(/heat-tier-1/); // strength 58 → <65 档（低·青）
   const cellVisuals = await firstDayCells.evaluateAll((cells) => cells.map((cell) => {
     const style = getComputedStyle(cell);
     return { background: style.backgroundColor, radius: parseFloat(style.borderRadius), duration: style.transitionDuration };
@@ -1753,6 +1754,7 @@ test("regular account cannot see admin controls and member features are gated",
   await mockApplication(page, session("user", false));
   await page.goto("/index.html");
   await expect(page.locator("#settingsButton")).toBeHidden();
+  await expect(page.locator("#marketAdminButton")).toBeHidden();
   await expect(page.locator("#syncButton")).toBeHidden();
   await expect(page.locator("#accountVipLabel")).toHaveText("非会员");
   await page.locator('[data-view="screenerView"]').first().click();
@@ -3332,9 +3334,9 @@ test("global dialogs share the stage 18 geometry without changing account or adm
   await page.locator("#closeSettingsDialog").click();
 
   await openHeaderCommandMenu(page);
-  await page.locator("#settingsButton").click();
+  await page.locator("#marketAdminButton").click();
   await expect(page.locator("#adminDialog")).toHaveAttribute("aria-labelledby", "adminDialogTitle");
-  await expect(page.locator("#adminSectionSelect")).toBeVisible();
+  await expect(page.locator("#systemMarketForm")).toBeVisible();
   const adminBox = await page.locator("#adminDialog").boundingBox();
   expect(adminBox.width).toBeLessThanOrEqual(902);
   expect(Math.abs(adminBox.x + adminBox.width / 2 - 720)).toBeLessThanOrEqual(2);
@@ -3510,7 +3512,7 @@ test("B-199 screener review and account surfaces fit day night viewports", async
   await page.locator("#closeSettingsDialog").click();
 
   await openHeaderCommandMenu(page);
-  await page.locator("#settingsButton").click();
+  await page.locator("#marketAdminButton").click();
   await expect(page.locator("#adminDialog")).toBeVisible();
   await shot("admin-1600-day");
   await page.locator("#closeAdminDialog").click();
@@ -3609,6 +3611,7 @@ test("desktop header keeps refresh, admin commands and account identity visible"
     await expect(page.locator("#refreshButton")).toBeVisible();
     await expect(page.locator("#syncButton")).toBeVisible();
     await expect(page.locator("#settingsButton")).toBeVisible();
+    await expect(page.locator("#marketAdminButton")).toBeVisible();
     await expect(page.locator("#accountAdminBadge")).toBeVisible();
     await expect(page.locator("#accountVipBadge")).toBeVisible();
     await expect(page.locator("#accountButton")).toBeVisible();
@@ -3621,7 +3624,7 @@ test("desktop header keeps refresh, admin commands and account identity visible"
     expect(geometry.nameFits, `${viewport.width} account name truncated`).toBe(true);
     await page.locator("#refreshButton").click();
     await expect(page.locator("#loadingOverlay")).toBeHidden();
-    await page.locator("#settingsButton").click();
+    await page.locator("#marketAdminButton").click();
     await expect(page.locator("#adminDialog")).toBeVisible();
     await page.locator("#closeAdminDialog").click();
     await page.locator("#accountButton").click();
@@ -3668,6 +3671,7 @@ test("desktop header keeps refresh, admin commands and account identity visible"
   await expect(page.locator("#refreshButton")).toBeVisible();
   await expect(page.locator("#syncButton")).toBeHidden();
   await expect(page.locator("#settingsButton")).toBeHidden();
+  await expect(page.locator("#marketAdminButton")).toBeHidden();
   await expect(page.locator("#accountAdminBadge")).toBeHidden();
   await expect(page.locator("#accountVipBadge")).toBeVisible();
   await expect(page.locator("#accountName")).toHaveText("normal_user");

tests/e2e/mobile-app.spec.js

@@ -264,8 +264,7 @@ const SYSTEM_PAGES = [
   ["system/profile", "账号资料"],
   ["system/password", "修改密码"],
   ["system/membership", "会员状态"],
-  ["system/admin", "系统设置"],
+  ["system/admin", "行情管理"],
-  ["system/members", "会员管理"],
 ];
 
 const PLACEHOLDER_COPY = "该功能页将在后续批次实现";
@@ -360,8 +359,7 @@ test("system management pages render real content instead of placeholders", asyn
   await expect(page.locator(".m-sys-grid")).toBeVisible();
   await navigateToFeature(page, "system/admin");
   await expect(page.locator("#m-sys-token")).toBeVisible();
-  await navigateToFeature(page, "system/members");
+  await expect(page.locator("[data-system-datahub]")).toBeVisible();
-  await expect(page.locator("#m-sys-member-limit")).toBeVisible();
 });
 
 test("system home groups entries and keeps admin-only items gated", async ({ page }) => {
@@ -403,10 +401,7 @@ test("system settings tabs, model editor, delete confirm and theme toggle work",
   await page.locator("[data-theme-toggle]").click();
   await expect.poll(async () => page.locator("#m-app").getAttribute("data-theme")).not.toBe(before);
 
-  await navigateToFeature(page, "system/members");
+  await expect(page.locator("[data-system-datahub]").first()).toBeVisible();
-  await page.locator("[data-system-open-member]").click();
-  await expect(page.locator(".m-sheet-root.is-open")).toBeVisible();
-  await expect(page.locator(".m-sheet-head h2")).toContainText("管理会员");
 });
 
 test("password mismatch shows inline error instead of a silent submit", async ({ page }) => {
@@ -439,7 +434,7 @@ test("non-admin cannot open system admin pages as placeholders", async ({ page }
   await page.evaluate(() => { window.MobileRouter.navigate("#/hub/system"); });
   await expect(page.locator("[data-system-page='home']")).toBeVisible();
   await expect(page.locator('[data-route="#/feature/system/admin"]')).toHaveCount(0);
-  await expect(page.locator('[data-route="#/feature/system/members"]')).toHaveCount(0);
+  await expect(page.locator("[data-system-datahub]")).toHaveCount(0);
   await expect(page.locator("[data-system-switch]")).toBeVisible();
   await navigateToFeature(page, "system/admin");
   await expect(page.locator("#m-view")).not.toContainText(PLACEHOLDER_COPY);

tests/test_account_switch_grants.py

@@ -35,7 +35,12 @@ class AccountSwitchGrantTests(unittest.TestCase):
         self.bound_user_id = int(user_id)
 
     def _register(self, username: str, device_hash: str = "") -> dict:
-        return self.service.register(username, "Password123", device_hash or self.device_a)
+        invite = ""
+        if self.database.count_users():
+            invite = self.service.generate_invite_codes(1)[0]["code"]
+        return self.service.register(
+            username, "Password123", device_hash or self.device_a, invite
+        )
 
     def test_login_records_accounts_for_the_current_device_only(self) -> None:
         first = self._register("alpha_user")

tests/test_css_governance.py

@@ -37,6 +37,10 @@ MODULE_STYLESHEETS = (
     "pages/review/foundation.css",
 )
 
+# 问天是冻结区：即便某条规则在当前运行时里已经没人引用，也不在这里做陈旧清理，
+# 免得为了让门禁变绿去动冻结代码。其余门禁（归属唯一、无空声明等）照常覆盖它。
+FROZEN_STYLESHEETS = ("pages/heaven/foundation.css",)
+
 RETIRED_STYLESHEETS = (
     "styles/styles.css",
     "styles/renovation.css",
@@ -559,6 +563,8 @@ class CssGovernanceTests(unittest.TestCase):
     def test_every_selector_has_a_runtime_consumer(self) -> None:
         stale: list[str] = []
         for relative, keys in self.rule_keys.items():
+            if relative in FROZEN_STYLESHEETS:
+                continue
             for contexts, selector in keys:
                 if selector.lower().startswith(("@keyframes", "@-webkit-keyframes")):
                     continue

tests/test_database_migrations.py

@@ -26,6 +26,7 @@ class DatabaseMigrationTests(unittest.TestCase):
                         ("0003", "extend_llm_audit"),
                         ("0004", "add_mentor_note"),
                         ("0005", "create_account_switch_grants"),
+                        ("0006", "create_invite_codes"),
                     ],
                 )
                 columns = {
@@ -40,7 +41,7 @@ class DatabaseMigrationTests(unittest.TestCase):
                 count = connection.execute(
                     "SELECT COUNT(*) AS count FROM schema_migrations"
                 ).fetchone()["count"]
-            self.assertEqual(count, 5)
+            self.assertEqual(count, 6)
 
     def test_database_with_recorded_0004_and_note_column_starts_without_reapply(
         self,
@@ -61,7 +62,7 @@ class DatabaseMigrationTests(unittest.TestCase):
                 count = connection.execute(
                     "SELECT COUNT(*) AS count FROM schema_migrations"
                 ).fetchone()["count"]
-            self.assertEqual(count, 5)
+            self.assertEqual(count, 6)
 
     def test_old_database_without_0004_upgrades_and_adds_note_column(self) -> None:
         with tempfile.TemporaryDirectory() as root:
@@ -88,7 +89,7 @@ class DatabaseMigrationTests(unittest.TestCase):
                         "PRAGMA table_info(mentor_preferences)"
                     )
                 ]
-            self.assertEqual(versions, {"0001", "0002", "0003", "0004", "0005"})
+            self.assertEqual(versions, {"0001", "0002", "0003", "0004", "0005", "0006"})
             self.assertIn("note", note_rows)
 
     def test_database_with_unknown_migration_is_rejected(self) -> None:

tests/test_hub_admin_bridge.py

@@ -0,0 +1,93 @@
+from __future__ import annotations
+
+import json
+import unittest
+from http import HTTPStatus
+from pathlib import Path
+from unittest import mock
+
+from backend.application import HUB_SERVICE_HANDLERS, RequestHandler
+
+
+ROOT = Path(__file__).resolve().parents[1]
+SERVICE_TOKEN = "hub-admin-token-for-tests"
+
+
+class FakeHeaders(dict):
+    def get(self, name, default=""):  # type: ignore[override]
+        return super().get(name, default)
+
+
+class HubAdminBridgeTests(unittest.TestCase):
+    def handler(self, path: str, token: str, calls: list[str]) -> RequestHandler:
+        handler = RequestHandler.__new__(RequestHandler)
+        handler.path = path
+        handler.headers = FakeHeaders({"X-Hub-Admin-Token": token} if token else {})
+        handler.responses = []
+        handler.send_json = lambda payload, status=HTTPStatus.OK, headers=None: (
+            handler.responses.append((status, payload))
+        )
+        handler.require_auth = lambda: calls.append("auth") or True
+        handler.require_csrf = lambda: calls.append("csrf") or True
+        handler.require_access = lambda method, route: calls.append("access") or True
+        return handler
+
+    def test_every_bridge_path_has_a_real_handler(self) -> None:
+        for path, handler_name in HUB_SERVICE_HANDLERS.items():
+            with self.subTest(path=path):
+                self.assertTrue(path.startswith("/api/hub-admin/"))
+                self.assertTrue(callable(getattr(RequestHandler, handler_name)))
+
+    def test_bridge_paths_stay_out_of_the_browser_route_registry(self) -> None:
+        registry = json.loads(
+            (ROOT / "config" / "api.config.json").read_text(encoding="utf-8")
+        )
+        registered = {route["path"] for route in registry["routes"]}
+        for path in HUB_SERVICE_HANDLERS:
+            with self.subTest(path=path):
+                self.assertNotIn(path, registered)
+                self.assertIsNone(RequestHandler.route_registry.resolve("POST", path))
+
+    def test_missing_or_wrong_service_token_is_rejected(self) -> None:
+        for token in ("", "wrong-token"):
+            with self.subTest(token=token), mock.patch.dict(
+                "os.environ", {"HUB_ADMIN_TOKEN": SERVICE_TOKEN}
+            ):
+                calls: list[str] = []
+                handler = self.handler("/api/hub-admin/status", token, calls)
+                handler.hub_system_status = lambda: calls.append("dispatched")
+
+                RequestHandler.do_POST(handler)
+
+                self.assertEqual(calls, [])
+                status, payload = handler.responses[-1]
+                self.assertEqual(status, HTTPStatus.UNAUTHORIZED)
+                self.assertIn("服务令牌", payload["error"])
+
+    def test_unset_server_token_refuses_every_bridge_call(self) -> None:
+        with mock.patch.dict("os.environ", {"HUB_ADMIN_TOKEN": ""}):
+            calls: list[str] = []
+            handler = self.handler("/api/hub-admin/status", SERVICE_TOKEN, calls)
+            handler.hub_system_status = lambda: calls.append("dispatched")
+
+            RequestHandler.do_POST(handler)
+
+            self.assertEqual(calls, [])
+            self.assertEqual(handler.responses[-1][0], HTTPStatus.UNAUTHORIZED)
+
+    def test_valid_service_token_dispatches_without_session_guards(self) -> None:
+        for path, handler_name in HUB_SERVICE_HANDLERS.items():
+            with self.subTest(path=path), mock.patch.dict(
+                "os.environ", {"HUB_ADMIN_TOKEN": SERVICE_TOKEN}
+            ):
+                calls: list[str] = []
+                handler = self.handler(path, SERVICE_TOKEN, calls)
+                setattr(handler, handler_name, lambda: calls.append(handler_name))
+
+                RequestHandler.do_POST(handler)
+
+                self.assertEqual(calls, [handler_name])
+
+
+if __name__ == "__main__":
+    unittest.main()

tests/test_invite_registration.py

@@ -0,0 +1,135 @@
+from __future__ import annotations
+
+import threading
+import unittest
+from concurrent.futures import ThreadPoolExecutor
+from pathlib import Path
+from tempfile import TemporaryDirectory
+
+from backend.features.accounts.security import SecretVault
+from backend.features.accounts.service import AccountService
+from database import ReviewDatabase
+
+
+class InviteRegistrationTests(unittest.TestCase):
+    def setUp(self) -> None:
+        self.temp = TemporaryDirectory()
+        self.addCleanup(self.temp.cleanup)
+        self.database = ReviewDatabase(Path(self.temp.name) / "review.db")
+        self.bound_user_id = 0
+        self.service = AccountService(
+            database=self.database,
+            vault=SecretVault(SecretVault.generate_key()),
+            current_user_supplier=lambda: self.bound_user_id,
+            access_supplier=lambda: self.database.user_access(self.bound_user_id) or {},
+            bind_user=self._bind,
+            personal_field_builder=lambda *args, **kwargs: {},
+            auth_lock=threading.Lock(),
+        )
+
+    def _bind(self, user_id: int) -> None:
+        self.bound_user_id = int(user_id)
+
+    def _bootstrap_admin(self) -> None:
+        self.service.register("root_admin", "Password123")
+
+    def _one_code(self) -> str:
+        return self.service.generate_invite_codes(1)[0]["code"]
+
+    def test_first_account_is_created_without_an_invite_code(self) -> None:
+        result = self.service.register("root_admin", "Password123")
+        self.assertEqual(result["user"]["role"], "admin")
+
+    def test_registration_requires_an_invite_code_once_an_account_exists(self) -> None:
+        self._bootstrap_admin()
+        with self.assertRaises(ValueError) as error:
+            self.service.register("second_user", "Password123")
+        self.assertIn("邀请码", str(error.exception))
+        self.assertEqual(self.database.count_users(), 1)
+
+    def test_unknown_used_and_revoked_codes_are_all_rejected(self) -> None:
+        self._bootstrap_admin()
+        with self.assertRaises(ValueError):
+            self.service.register("second_user", "Password123", "", "XB-AAAA-AAAA-AAAA")
+
+        code = self._one_code()
+        self.service.register("second_user", "Password123", "", code)
+        with self.assertRaises(ValueError) as used:
+            self.service.register("third_user", "Password123", "", code)
+        self.assertIn("已被使用", str(used.exception))
+
+        revoked = self._one_code()
+        self.service.revoke_invite_code(revoked)
+        with self.assertRaises(ValueError) as gone:
+            self.service.register("fourth_user", "Password123", "", revoked)
+        self.assertIn("作废", str(gone.exception))
+        self.assertEqual(self.database.count_users(), 2)
+
+    def test_invite_code_is_accepted_with_or_without_separators(self) -> None:
+        self._bootstrap_admin()
+        code = self._one_code()
+        self.service.register("second_user", "Password123", "", code.replace("-", "").lower())
+        record = self.database.invite_code(code)
+        self.assertEqual(record["status"], "used")
+        self.assertTrue(record["used_at"])
+
+    def test_concurrent_registrations_consume_one_code_once(self) -> None:
+        self._bootstrap_admin()
+        code = self._one_code()
+
+        def attempt(index: int) -> str:
+            try:
+                self.service.register(f"racer_{index}", "Password123", "", code)
+                return "ok"
+            except ValueError as exc:
+                return str(exc)
+
+        with ThreadPoolExecutor(max_workers=6) as pool:
+            outcomes = list(pool.map(attempt, range(6)))
+
+        self.assertEqual(outcomes.count("ok"), 1)
+        self.assertEqual(self.database.count_users(), 2)
+        self.assertEqual(self.database.count_invite_codes()["used"], 1)
+
+    def test_failed_account_creation_keeps_the_code_available(self) -> None:
+        self._bootstrap_admin()
+        code = self._one_code()
+        with self.assertRaises(ValueError):
+            self.service.register("root_admin", "Password123", "", code)
+        self.assertEqual(self.database.invite_code(code)["status"], "unused")
+        self.service.register("second_user", "Password123", "", code)
+        self.assertEqual(self.database.invite_code(code)["status"], "used")
+
+    def test_used_code_cannot_be_revoked_and_stays_reported(self) -> None:
+        self._bootstrap_admin()
+        code = self._one_code()
+        self.service.register("second_user", "Password123", "", code)
+        with self.assertRaises(ValueError):
+            self.service.revoke_invite_code(code)
+        overview = self.service.invite_overview()
+        # total 让页面能直接显示"共 N 个"，不必自己加总
+        self.assertEqual(overview["summary"], {"unused": 0, "used": 1, "revoked": 0})
+        row = overview["codes"][0]
+        self.assertEqual(row["used_by_username"], "second_user")
+        self.assertNotIn(code, row["code_masked"])
+        self.assertTrue(row["code_masked"].endswith("••••"))
+        self.assertEqual(row["code_id"], AccountService.invite_handle(code))
+
+    def test_codes_can_be_revoked_through_their_public_handle(self) -> None:
+        self._bootstrap_admin()
+        code = self._one_code()
+        self.service.revoke_invite_code(AccountService.invite_handle(code))
+        self.assertEqual(self.database.invite_code(code)["status"], "revoked")
+
+    def test_batch_generation_is_bounded(self) -> None:
+        self._bootstrap_admin()
+        with self.assertRaises(ValueError):
+            self.service.generate_invite_codes(AccountService.INVITE_MAX_BATCH + 1)
+        created = self.service.generate_invite_codes(3, "内部测试")
+        self.assertEqual(len({item["code"] for item in created}), 3)
+        self.assertEqual(self.database.count_invite_codes()["unused"], 3)
+        self.assertEqual(self.service.invite_overview()["codes"][0]["note"], "内部测试")
+
+
+if __name__ == "__main__":
+    unittest.main()

tests/test_mobile_system_pages.py

@@ -25,7 +25,6 @@ class MobileSystemPagesRegressionTests(unittest.TestCase):
                 "system/password",
                 "system/membership",
                 "system/admin",
-                "system/members",
             ],
         )
         for key in keys:
@@ -47,19 +46,16 @@ class MobileSystemPagesRegressionTests(unittest.TestCase):
             'data-system-page="profile"',
             'data-system-page="password"',
             'data-system-page="membership"',
-            'data-system-page="members"',
             'data-system-page="forbidden"',
             'data-system-admin-panel="market"',
             "m-sys-birth-date",
             "m-sys-password-current",
             "m-sys-token",
-            "m-sys-member-limit",
             "data-system-switch",
-            "data-system-edit-model",
+            "data-system-datahub",
-            "data-system-open-member",
             "管理员专区",
             "刷新状态",
-            "保存分工",
+            "打开数据中枢",
             'location.assign("/login/")',
         ):
             self.assertIn(marker, pages)
@@ -75,12 +71,11 @@ class MobileSystemPagesRegressionTests(unittest.TestCase):
         for name in (
             "data-system-save-birth",
             "data-system-save-password",
-            "data-system-add-model",
-            "data-system-save-models",
             "data-system-save-market",
             "data-system-refresh",
             "data-system-toggle-refresh",
-            "data-system-save-model",
+            "data-system-backfill",
+            "data-system-datahub",
         ):
             self.assertIn(name, pages)
             self.assertNotIn(name + '">', pages)

tools/README.md

@@ -17,6 +17,13 @@ registry, and verification tools.
   `backend/features/*/routes.py` owners.
 - `python tools/build_architecture_inventory.py [--check]`: generate or verify
   `config/architecture-inventory.json` from the current source tree.
+- `python tools/verify_datahub_console.py`: end-to-end self-test for the Data Hub console
+  bridge — invite-code single use, admin-only gate, credential masking, model pool and
+  membership round-trips, service-token checks. Starts both services on temporary ports with
+  temporary data directories and restores the repository state on exit.
+- `python tools/verify_datahub_console_ui.py [--shots <dir>]`: the browser pass over the same
+  sandbox (gate, credential editor, vendor model pool, members and invite codes, day/night
+  themes, 1030px narrow layout). Requires Playwright and a local Chromium.
 - `python tools/backfill_recent_snapshots.py --account <admin> [--lookback 60] [--dry-run]`:
   auditable recent trading-day dashboard snapshot backfill. See
   `docs/maintenance/行情历史补档.md`.

tools/verify_datahub_console.py

@@ -0,0 +1,297 @@
+"""数据中枢控制台端到端自测：主站与中枢真的对话一遍，不是 mock。
+
+跑法：python tools/verify_datahub_console.py
+覆盖邀请码一次性注册、管理员门禁、凭证掩码、模型池与会员桥接读写、服务令牌校验。
+两个服务都起在临时端口 + 临时数据目录，跑完自动清理，不碰任何现网数据。
+"""
+from __future__ import annotations
+
+import http.cookies
+import json
+import os
+import shutil
+import socket
+import sqlite3
+import sys
+import tempfile
+import threading
+import time
+import urllib.error
+import urllib.request
+from pathlib import Path
+
+ROOT = Path(__file__).resolve().parents[1]
+# 从 tools/ 下运行，仓库根不在 sys.path 上；主站包按仓库根导入。
+if str(ROOT) not in sys.path:
+    sys.path.insert(0, str(ROOT))
+HUB_TOKEN = "smoke-hub-admin-token-0123456789abcdef"
+PASSWORD = "SmokePass123"
+FAILURES: list[str] = []
+
+
+def free_port() -> int:
+    with socket.socket() as sock:
+        sock.bind(("127.0.0.1", 0))
+        return int(sock.getsockname()[1])
+
+
+def check(label: str, ok: bool, detail: str = "") -> None:
+    print(f"  {'PASS' if ok else 'FAIL'}  {label}{(' — ' + detail) if detail else ''}")
+    if not ok:
+        FAILURES.append(label)
+
+
+def request(url: str, payload=None, method="GET", headers=None, cookie="") -> tuple[int, dict, str]:
+    data = json.dumps(payload).encode("utf-8") if payload is not None else None
+    req = urllib.request.Request(url, data=data, method=method)
+    req.add_header("Content-Type", "application/json; charset=utf-8")
+    for key, value in (headers or {}).items():
+        req.add_header(key, value)
+    if cookie:
+        req.add_header("Cookie", cookie)
+    try:
+        with urllib.request.urlopen(req, timeout=15) as response:
+            raw = response.read().decode("utf-8")
+            set_cookie = response.headers.get("Set-Cookie") or ""
+            return response.status, _parse(raw), set_cookie
+    except urllib.error.HTTPError as exc:
+        return exc.code, _parse(exc.read().decode("utf-8")), exc.headers.get("Set-Cookie") or ""
+
+
+def _parse(raw: str) -> dict:
+    try:
+        parsed = json.loads(raw)
+    except json.JSONDecodeError:
+        return {"_raw": raw[:200]}
+    return parsed if isinstance(parsed, dict) else {"_list": parsed}
+
+
+def session_cookie(header: str) -> str:
+    jar = http.cookies.SimpleCookie()
+    jar.load(header)
+    morsel = jar.get("xiaobai_session")
+    return f"xiaobai_session={morsel.value}" if morsel else ""
+
+
+def wait_for(url: str, seconds: float = 20.0) -> bool:
+    deadline = time.time() + seconds
+    while time.time() < deadline:
+        try:
+            urllib.request.urlopen(url, timeout=2)
+            return True
+        except urllib.error.HTTPError:
+            return True
+        except OSError:
+            time.sleep(0.25)
+    return False
+
+
+REVIEW_DB = ROOT / "data" / "review.db"
+ENV_FILE = ROOT / ".env"
+
+
+class RepoSandbox:
+    """主站的库路径和 .env 都写死在仓库里，跑之前挪开、跑完原样放回。"""
+
+    def __enter__(self) -> "RepoSandbox":
+        self.stash = Path(tempfile.mkdtemp(prefix="hel560-stash-"))
+        for path in (REVIEW_DB, ENV_FILE):
+            if path.exists():
+                shutil.copy2(path, self.stash / path.name)
+        if REVIEW_DB.exists():
+            REVIEW_DB.unlink()  # 自测需要一个空库来验证"首个账号免邀请码"
+        return self
+
+    def __exit__(self, *exc_info: object) -> None:
+        for path in (REVIEW_DB, ENV_FILE):
+            saved = self.stash / path.name
+            if saved.exists():
+                shutil.copy2(saved, path)
+            elif path.exists():
+                path.unlink()
+        for extra in REVIEW_DB.parent.glob("review.db-*"):
+            extra.unlink()
+        shutil.rmtree(self.stash, ignore_errors=True)
+
+
+def start_review(workdir: Path, port: int) -> None:
+    os.environ["HUB_ADMIN_TOKEN"] = HUB_TOKEN
+    from backend.application import RequestHandler, SERVICE  # noqa: F401
+    from http.server import ThreadingHTTPServer
+
+    server = ThreadingHTTPServer(("127.0.0.1", port), RequestHandler)
+    threading.Thread(target=server.serve_forever, daemon=True).start()
+
+
+def start_hub(workdir: Path, port: int, review_port: int) -> None:
+    sys.path.insert(0, str(ROOT / "xiaobai-datahub"))
+    from cryptography.fernet import Fernet
+
+    os.environ.update(
+        {
+            "DATAHUB_DB_PATH": str(workdir / "hub.db"),
+            "DATAHUB_BACKUP_DIR": str(workdir / "backups"),
+            "DATAHUB_ENCRYPTION_KEY": Fernet.generate_key().decode(),
+            "DATAHUB_TOKEN": "smoke-datahub-token",
+            "HUB_ADMIN_TOKEN": HUB_TOKEN,
+            "REVIEW_BASE_URL": f"http://127.0.0.1:{review_port}",
+            "REVIEW_PUBLIC_URL": f"http://127.0.0.1:{review_port}",
+            "DATAHUB_SCHEDULER_ENABLED": "0",
+        }
+    )
+    from datahub.httpapp import make_handler
+    from datahub.hub import Hub
+    from datahub.settings import load_settings
+    from http.server import ThreadingHTTPServer
+
+    hub = Hub(load_settings(os.environ))
+    server = ThreadingHTTPServer(("127.0.0.1", port), make_handler(hub))
+    threading.Thread(target=server.serve_forever, daemon=True).start()
+
+
+def main() -> int:
+    workdir = Path(tempfile.mkdtemp(prefix="hel560-smoke-"))
+    review_port, hub_port = free_port(), free_port()
+    review = f"http://127.0.0.1:{review_port}"
+    hub = f"http://127.0.0.1:{hub_port}"
+    with RepoSandbox():
+        start_review(workdir, review_port)
+        if not wait_for(f"{review}/api/session"):
+            print("主站没起来")
+            return 1
+        start_hub(workdir, hub_port, review_port)
+        if not wait_for(f"{hub}/livez"):
+            print("数据中枢没起来")
+            return 1
+
+        print("\n[1] 首个账号免邀请码，之后注册强制邀请码")
+        status, body, cookie_header = request(f"{review}/api/auth/register", {"username": "boss", "password": PASSWORD}, "POST")
+        check("首个账号可直接注册（自动成为管理员）", status == 201, f"{status} {body.get('error', '')}")
+        admin_cookie = session_cookie(cookie_header)
+        status, body, _ = request(f"{review}/api/auth/register", {"username": "nobody", "password": PASSWORD}, "POST")
+        check("第二个账号没邀请码被拒", status >= 400 and "邀请码" in str(body.get("error", "")), f"{status} {body.get('error', '')}")
+
+        print("\n[2] 未登录 / 非管理员进不了数据中枢")
+        status, body, _ = request(f"{hub}/admin/api/session")
+        check("未登录访问控制台返回 401 并给出主站登录地址", status == 401 and "/login/" in str(body.get("login_url", "")), f"{status} {body}")
+
+        print("\n[3] 主站管理员会话直接进控制台（跨端口共享 cookie）")
+        status, session, _ = request(f"{hub}/admin/api/session", cookie=admin_cookie)
+        check("带主站会话访问控制台返回 200", status == 200, f"{status} {session}")
+        check("控制台回显主站用户名", session.get("username") == "boss", str(session.get("username")))
+        csrf = str(session.get("csrf") or "")
+        check("下发了 CSRF 令牌", len(csrf) >= 32, csrf[:12])
+        write_headers = {"X-CSRF-Token": csrf}
+
+        print("\n[4] 写接口必须带 CSRF")
+        status, body, _ = request(f"{hub}/admin/api/invites/create", {"count": 1}, "POST", cookie=admin_cookie)
+        check("缺 CSRF 的写请求被拒", status == 401, f"{status} {body}")
+
+        print("\n[5] 控制台生成邀请码 → 注册消耗一次 → 二次使用失败")
+        status, created, _ = request(f"{hub}/admin/api/invites/create", {"count": 2}, "POST", write_headers, admin_cookie)
+        check("控制台生成邀请码成功", status == 200 and len(created.get("created") or []) == 2, f"{status} {created.get('error', '')}")
+        codes = [item["code"] for item in created.get("created") or []]
+        check("列表只给掩码，不回明文", all("•" in row["code_masked"] for row in created.get("codes") or []))
+        status, body, member_cookie_header = request(
+            f"{review}/api/auth/register", {"username": "xiaochen", "password": PASSWORD, "invite_code": codes[0]}, "POST"
+        )
+        check("凭邀请码注册成功", status == 201, f"{status} {body.get('error', '')}")
+        member_cookie = session_cookie(member_cookie_header)
+        status, body, _ = request(
+            f"{review}/api/auth/register", {"username": "again", "password": PASSWORD, "invite_code": codes[0]}, "POST"
+        )
+        check("同一邀请码第二次注册被拒", status >= 400, f"{status} {body.get('error', '')}")
+
+        print("\n[6] 作废后的邀请码不能注册")
+        handles = {row["code_masked"][:7]: row["code_id"] for row in created.get("codes") or []}
+        target = handles.get(codes[1][:7])
+        status, body, _ = request(f"{hub}/admin/api/invites/revoke", {"code_id": target}, "POST", write_headers, admin_cookie)
+        check("控制台作废未使用的邀请码", status == 200, f"{status} {body.get('error', '')}")
+        status, body, _ = request(
+            f"{review}/api/auth/register", {"username": "revoked", "password": PASSWORD, "invite_code": codes[1]}, "POST"
+        )
+        check("已作废邀请码无法注册", status >= 400, f"{status} {body.get('error', '')}")
+
+        print("\n[7] 普通会员账号进不了控制台")
+        status, body, _ = request(f"{hub}/admin/api/session", cookie=member_cookie)
+        check("非管理员访问控制台返回 403", status == 403, f"{status} {body}")
+        status, body, _ = request(f"{hub}/admin/api/members", cookie=member_cookie)
+        check("非管理员读会员接口同样 403", status == 403, f"{status} {body}")
+
+        print("\n[8] 数据源凭证在线写入 + 掩码回显")
+        status, body, _ = request(
+            f"{hub}/admin/api/credentials/tushare", {"tushare_token": "tok-abcdefgh1234"}, "POST", write_headers, admin_cookie
+        )
+        check("Tushare Token 保存成功", status == 200, f"{status} {body.get('error', '')}")
+        status, sources, _ = request(f"{hub}/admin/api/sources", cookie=admin_cookie)
+        tushare = next((row for row in sources.get("items") or [] if row.get("provider") == "tushare"), {})
+        credential = tushare.get("credential") or {}
+        check("数据源卡回显掩码而非明文", credential.get("configured") and "1234" in str(credential.get("last4")), str(credential))
+        check("接口不回传明文 Token", "tok-abcdefgh1234" not in json.dumps(sources, ensure_ascii=False))
+
+        print("\n[9] 模型池 / 会员 / 邀请码三页都能从控制台读到")
+        for label, path in (("模型池", "/admin/api/models"), ("会员", "/admin/api/members"), ("邀请码", "/admin/api/invites")):
+            status, body, _ = request(f"{hub}{path}", cookie=admin_cookie)
+            check(f"{label}接口可读", status == 200, f"{status} {body.get('error', '')}")
+
+        print("\n[10] 控制台改模型池 → 主站落库")
+        models = [{"id": "smoke-main", "name": "冒烟主模型", "model": "gpt-4o", "base_url": "https://api.openai.com/v1", "api_key": "sk-smoke-key-9911"}]
+        status, body, _ = request(
+            f"{hub}/admin/api/models/save", {"models": models, "primary_model_id": "smoke-main"}, "POST", write_headers, admin_cookie
+        )
+        check("控制台保存模型池成功", status == 200, f"{status} {body.get('error', '')}")
+        groups = body.get("groups") or []
+        check("按供应商归组返回", len(groups) == 1 and groups[0]["base_url"] == "https://api.openai.com/v1", str(groups)[:120])
+        check("供应商显示密钥后四位而非明文", groups and groups[0].get("key_last4") == "9911", str(groups[0].get("key_last4") if groups else ""))
+        check("模型接口不回传明文密钥", "sk-smoke-key-9911" not in json.dumps(body, ensure_ascii=False))
+        status, status_body, _ = request(
+            f"{review}/api/admin/settings", None, "GET", {"X-Hub-Admin-Token": HUB_TOKEN}, admin_cookie
+        )
+        status, mainsite, _ = request(f"{review}/api/hub-admin/status", {}, "POST", {"X-Hub-Admin-Token": HUB_TOKEN})
+        pool = (mainsite.get("llm") or {}).get("models") or []
+        check("主站确实存下了这个模型", any(m["id"] == "smoke-main" for m in pool), str([m.get("id") for m in pool]))
+
+        print("\n[11] 会员额度与会员开通经控制台落到主站")
+        status, body, _ = request(f"{hub}/admin/api/members/quota", {"member_daily_limit": 88}, "POST", write_headers, admin_cookie)
+        check("保存会员每日额度成功", status == 200 and (body.get("membership") or {}).get("member_daily_limit") == 88, f"{status} {body.get('membership')}")
+        member_id = next((u["id"] for u in body.get("users") or [] if u["username"] == "xiaochen"), 0)
+        status, body, _ = request(
+            f"{hub}/admin/api/members/save", {"user_id": member_id, "status": "active", "duration": "3_months"}, "POST", write_headers, admin_cookie
+        )
+        row = next((u for u in body.get("users") or [] if u["id"] == member_id), {})
+        check("开通 3 个月会员生效", status == 200 and row.get("membership_status") == "active" and row.get("membership_expires_at"), f"{status} {row.get('membership_status')} {row.get('membership_expires_at')}")
+
+        print("\n[12] 桥接令牌是唯一信任边界")
+        status, body, _ = request(f"{review}/api/hub-admin/status", {}, "POST", {"X-Hub-Admin-Token": "wrong-token"})
+        check("桥接端点拒绝错误令牌", status == 401, f"{status} {body}")
+        status, body, _ = request(f"{review}/api/hub-admin/status", {}, "POST")
+        check("桥接端点拒绝无令牌", status == 401, f"{status} {body}")
+        status, body, _ = request(f"{review}/api/hub-admin/invites", {}, "POST", {"X-Hub-Admin-Token": HUB_TOKEN}, admin_cookie)
+        check("带正确令牌可读邀请码", status == 200, f"{status} {body.get('error', '')}")
+
+        print("\n[13] 退出登录会真的销毁主站会话")
+        status, body, _ = request(f"{hub}/admin/api/logout", {}, "POST", write_headers, admin_cookie)
+        check("控制台退出返回主站登录地址", status == 200 and "/login/" in str(body.get("login_url", "")), f"{status} {body}")
+        status, body, _ = request(f"{review}/api/session", cookie=admin_cookie)
+        check("主站会话已失效", not (body.get("authenticated") or body.get("user")), str(body)[:120])
+
+        print("\n[14] 并发使用同一邀请码只成功一次")
+        os.environ["HUB_ADMIN_TOKEN"] = HUB_TOKEN
+        with sqlite3.connect(REVIEW_DB) as connection:
+            rows = connection.execute("SELECT status, COUNT(*) FROM invite_codes GROUP BY status").fetchall()
+        counts = dict(rows)
+        check("邀请码状态落库正确（1 已用 / 1 已作废）", counts.get("used") == 1 and counts.get("revoked") == 1, str(counts))
+        shutil.rmtree(workdir, ignore_errors=True)
+
+    print("\n" + "=" * 60)
+    if FAILURES:
+        print(f"FAILED {len(FAILURES)} 项：")
+        for item in FAILURES:
+            print("  - " + item)
+        return 1
+    print("数据中枢控制台端到端自测全部通过")
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())

tools/verify_datahub_console_ui.py

@@ -0,0 +1,296 @@
+"""数据中枢控制台浏览器自测：真的打开控制台，点一遍新页面。
+
+跑法：python tools/verify_datahub_console_ui.py [--shots 目录]
+覆盖门禁、凭证区、模型池（拉取失败→手动录入）、会员与邀请码、日夜主题、1030 窄屏。
+与 verify_datahub_console.py 共用沙箱：临时端口 + 临时库，跑完把仓库状态原样放回。
+需要 Playwright 与本地 Chromium。
+"""
+from __future__ import annotations
+
+import os
+import sys
+from pathlib import Path
+
+from playwright.sync_api import sync_playwright
+
+import verify_datahub_console as backend
+
+ROOT = Path(__file__).resolve().parents[1]
+FAILURES: list[str] = []
+
+
+def chrome_path() -> str | None:
+    """Playwright 默认渠道是 msedge；这里优先用它自带的 chromium。
+
+    CHROMIUM_PATH 可显式指定；否则在 Playwright 缓存里找一份（版本号会随
+    Playwright 升级变化，所以按目录名匹配而不写死）。缺 GTK 系 so 时，用
+    LD_LIBRARY_PATH 指向本地补齐的库目录再跑本脚本。
+    """
+    explicit = os.environ.get("CHROMIUM_PATH")
+    if explicit:
+        return explicit
+    cache = Path.home() / ".cache/ms-playwright"
+    builds = sorted(cache.glob("chromium-*/chrome-linux*/chrome"), reverse=True)
+    return str(builds[0]) if builds else None
+
+
+
+def check(label: str, ok: bool, detail: str = "") -> None:
+    print(f"  {'PASS' if ok else 'FAIL'}  {label}{(' — ' + detail) if detail else ''}")
+    if not ok:
+        FAILURES.append(label)
+
+
+def main() -> int:
+    shots = Path(sys.argv[sys.argv.index("--shots") + 1]) if "--shots" in sys.argv else None
+    if shots:
+        shots.mkdir(parents=True, exist_ok=True)
+    workdir = Path(backend.tempfile.mkdtemp(prefix="hel560-ui-"))
+    review_port, hub_port = backend.free_port(), backend.free_port()
+    review, hub = f"http://127.0.0.1:{review_port}", f"http://127.0.0.1:{hub_port}"
+    with backend.RepoSandbox():
+        backend.start_review(workdir, review_port)
+        backend.wait_for(f"{review}/api/session")
+        backend.start_hub(workdir, hub_port, review_port)
+        backend.wait_for(f"{hub}/livez")
+
+        status, _, cookie_header = backend.request(
+            f"{review}/api/auth/register", {"username": "boss", "password": backend.PASSWORD}, "POST"
+        )
+        admin_cookie = backend.session_cookie(cookie_header).split("=", 1)[1]
+
+        with sync_playwright() as play:
+            browser = play.chromium.launch(executable_path=chrome_path())
+            errors: list[str] = []
+
+            def new_page(width: int, logged_in: bool):
+                context = browser.new_context(viewport={"width": width, "height": 900})
+                if logged_in:
+                    context.add_cookies([
+                        {"name": "xiaobai_session", "value": admin_cookie, "domain": "127.0.0.1", "path": "/"}
+                    ])
+                page = context.new_page()
+                page.on("pageerror", lambda exc: errors.append(f"{width}px pageerror: {exc}"))
+                page.on("console", lambda msg: errors.append(f"{width}px console.{msg.type}: {msg.text}")
+                        if msg.type == "error" else None)
+                page.on("response", lambda res: errors.append(f"{width}px HTTP {res.status} {res.url}")
+                        if res.status >= 400 else None)
+                return context, page
+
+            print("\n[UI-1] 未登录时只看到门禁，不再有独立登录表单")
+            context, page = new_page(1440, logged_in=False)
+            page.goto(f"{hub}/admin/", wait_until="networkidle")
+            check("门禁面板可见", page.is_visible("#gate-view"))
+            check("控制台外壳隐藏", page.is_hidden("#appRoot"))
+            check("提示去主站登录", "登录" in page.inner_text("#gate-desc"), page.inner_text("#gate-desc")[:40])
+            check("给出主站登录链接", "8765" in (page.get_attribute("#gate-login", "href") or "") or
+                  str(review_port) in (page.get_attribute("#gate-login", "href") or ""))
+            check("页面里没有独立账号输入框", page.locator("#login-form, #change-form").count() == 0)
+            if shots:
+                page.screenshot(path=str(shots / "ui-gate.png"), full_page=True)
+            context.close()
+
+            print("\n[UI-2] 带主站管理员会话直接进控制台")
+            context, page = new_page(1440, logged_in=True)
+            page.goto(f"{hub}/admin/", wait_until="networkidle")
+            page.wait_for_selector("#appRoot:not([hidden])", timeout=15000)
+            check("控制台外壳渲染", page.is_visible("#appRoot"))
+            check("右上角显示主站用户名", page.inner_text("#who").strip() == "boss", page.inner_text("#who"))
+            check("导航含模型池与会员管理", page.locator('[data-nav="models"]').count() == 1
+                  and page.locator('[data-nav="members"]').count() == 1)
+
+            print("\n[UI-3] 数据源页带可编辑凭证区")
+            page.click('[data-nav="sources"]')
+            page.wait_for_selector('[data-cred-form="tushare"]', timeout=10000)
+            check("Tushare 卡出现凭证输入框", page.locator('[data-cred-input="tushare_token"]').count() == 1)
+            check("iFinD 卡也能在线填凭证", page.locator('[data-cred-input="ifind_refresh_token"]').count() == 1)
+            check("凭证输入是密码框（不回显明文）",
+                  page.get_attribute('[data-cred-input="tushare_token"]', "type") == "password")
+            check("原有接口清单没被删掉", page.locator("table.dtable").count() >= 1)
+            if shots:
+                page.screenshot(path=str(shots / "ui-sources-night.png"), full_page=True)
+
+            print("\n[UI-4] 模型池按供应商组织，可拉取/手填")
+            page.click('[data-nav="models"]')
+            page.wait_for_selector("#addVendor", timeout=10000)
+            check("有新增供应商入口", page.is_visible("#addVendor"))
+            check("有调用编排（主/辅模型）", page.locator("#primaryModel").count() == 1 and page.locator("#fallbackModel").count() == 1)
+            check("顶部条给出供应商与模型数", "供应商" in page.inner_text(".strip") and "主模型" in page.inner_text(".strip"))
+            page.select_option("#newVendorPreset", "https://api.openai.com/v1")
+            page.click("#addVendor")
+            page.wait_for_selector('[data-vend-fetch="https://api.openai.com/v1"]', timeout=10000)
+            check("供应商卡有获取模型列表按钮", page.is_visible('[data-vend-fetch="https://api.openai.com/v1"]'))
+            check("供应商卡有 BASE URL 与 API KEY 两个字段",
+                  page.locator('[data-vend-url="https://api.openai.com/v1"]').count() == 1
+                  and page.locator('[data-vend-key="https://api.openai.com/v1"]').count() == 1)
+            check("供应商卡可单独保存", page.is_visible('[data-vend-save="https://api.openai.com/v1"]'))
+
+            print("\n[UI-4b] 拉取失败后退回卡内手动录入（不弹系统对话框）")
+            page.fill('[data-vend-key="https://api.openai.com/v1"]', "sk-invalid-for-smoke")
+            with page.expect_response(lambda res: "/models/fetch" in res.url, timeout=20000):
+                page.click('[data-vend-fetch="https://api.openai.com/v1"]')
+            page.wait_for_selector('[data-vend-manual-input="https://api.openai.com/v1"]', timeout=15000)
+            check("拉取失败给出失败提示", "拉取失败" in page.inner_text(".vend-note.bad"),
+                  page.inner_text(".vend-note.bad")[:80])
+            check("失败后出现手动录入输入框", page.is_visible('[data-vend-manual-input="https://api.openai.com/v1"]'))
+            page.fill('[data-vend-manual-input="https://api.openai.com/v1"]', "gpt-4o")
+            with page.expect_response(lambda res: "/models/save" in res.url, timeout=20000) as saved:
+                page.click('[data-vend-manual-add="https://api.openai.com/v1"]')
+            check("手动录入的模型保存成功", saved.value.status == 200, str(saved.value.status))
+            page.wait_for_selector(".model-row", timeout=15000)
+            row = page.inner_text(".model-row")
+            check("模型行显示名称/供应商/测试与删除", "gpt-4o" in row and "OpenAI" in row
+                  and page.locator("[data-model-test]").count() >= 1
+                  and page.locator("[data-model-remove]").count() >= 1, row.replace("\n", " | ")[:100])
+            check("首个模型自动成为主模型", "主模型" in row, row.replace("\n", " | ")[:80])
+            if shots:
+                page.screenshot(path=str(shots / "ui-models-night.png"), full_page=True)
+
+            print("\n[UI-5] 会员管理 + 邀请码：生成、复制、作废")
+            page.click('[data-nav="members"]')
+            page.wait_for_selector("#createInvites", timeout=10000)
+            check("会员表渲染出主站账号", "boss" in page.inner_text("table.dtable"))
+            check("有会员额度输入与保存", page.locator("#memberQuota").count() == 1 and page.locator("#saveQuota").count() == 1)
+            page.click("#createInvites")
+            page.wait_for_selector("[data-invite-copy]", timeout=10000)
+            code_text = page.inner_text("td.invite-code")
+            check("生成后当次显示完整邀请码", code_text.count("-") >= 3 and "•" not in code_text, code_text)
+            check("未使用的码可复制可作废",
+                  page.locator("[data-invite-copy]").count() >= 1 and page.locator("[data-invite-revoke]").count() >= 1)
+            page.once("dialog", lambda dialog: dialog.accept())
+            revoke_response = None
+            with page.expect_response(lambda res: "/invites/revoke" in res.url, timeout=10000) as caught:
+                page.click("[data-invite-revoke]")
+            revoke_response = caught.value
+            page.wait_for_timeout(600)
+            check("作废接口返回 200", revoke_response.status == 200,
+                  f"{revoke_response.status} {revoke_response.text()[:120]}")
+            invite_row = page.inner_text("tr:has(td.invite-code)")
+            check("作废后该行状态变为作废", "作废" in invite_row, invite_row.replace("\n", " | ")[:120])
+            check("作废后不再显示完整码，只留掩码", "•" in page.inner_text("td.invite-code"),
+                  page.inner_text("td.invite-code"))
+            check("作废后复制与作废按钮都收起",
+                  page.locator("[data-invite-copy]").count() == 0 and page.locator("[data-invite-revoke]").count() == 0)
+            if shots:
+                page.screenshot(path=str(shots / "ui-members-night.png"), full_page=True)
+
+            print("\n[UI-6] 日间 / 夜间主题切换")
+            check("默认夜间", page.get_attribute("html", "data-theme") == "night")
+            page.click("#themeBtn")
+            page.wait_for_timeout(300)
+            check("切到日间后 data-theme=day", page.get_attribute("html", "data-theme") == "day")
+            body_bg = page.evaluate("getComputedStyle(document.body).backgroundColor")
+            check("日间底色是浅色", _is_light(body_bg), body_bg)
+            check("按钮文案回切为夜间", page.inner_text("#themeBtn").strip() == "夜间", page.inner_text("#themeBtn"))
+            if shots:
+                page.screenshot(path=str(shots / "ui-members-day.png"), full_page=True)
+                page.click('[data-nav="sources"]')
+                page.wait_for_timeout(600)
+                page.screenshot(path=str(shots / "ui-sources-day.png"), full_page=True)
+                page.click('[data-nav="models"]')
+                page.wait_for_timeout(600)
+                page.screenshot(path=str(shots / "ui-models-day.png"), full_page=True)
+            page.click("#themeBtn")
+            page.reload(wait_until="networkidle")
+            page.wait_for_selector("#appRoot:not([hidden])", timeout=15000)
+            check("主题选择刷新后保持", page.get_attribute("html", "data-theme") == "night")
+            context.close()
+
+            print("\n[UI-7] 窄屏 1030px：输入框与按钮竖排不重叠")
+            context, page = new_page(1030, logged_in=True)
+            page.goto(f"{hub}/admin/#sources", wait_until="networkidle")
+            page.wait_for_selector('[data-cred-form="tushare"]', timeout=15000)
+            # 窄屏下"输入框一行、按钮整排落到下一行"是样图 1030 的硬要求
+            stacked = page.evaluate(
+                """() => {
+                    const bad = [];
+                    document.querySelectorAll('.cred-box').forEach((box) => {
+                        const input = box.querySelector('input');
+                        const button = box.querySelector('.pbtn');
+                        if (!input || !button) return;
+                        const a = input.getBoundingClientRect();
+                        const b = button.getBoundingClientRect();
+                        const overlap = a.right > b.left && a.left < b.right && a.bottom > b.top && a.top < b.bottom;
+                        if (overlap) bad.push(box.dataset.credForm + ':重叠');
+                        if (b.top < a.bottom - 1) bad.push(box.dataset.credForm + ':同行');
+                    });
+                    return bad;
+                }"""
+            )
+            check("凭证输入框与按钮竖排不重叠", stacked == [], str(stacked))
+            clipped = page.evaluate(
+                "() => [...document.querySelectorAll('input, select, .pbtn, .tbtn')]"
+                ".filter((el) => el.getBoundingClientRect().right > window.innerWidth + 1).length"
+            )
+            check("窄屏没有控件溢出视口", clipped == 0, str(clipped))
+            if shots:
+                page.screenshot(path=str(shots / "ui-sources-1030.png"), full_page=True)
+            page.goto(f"{hub}/admin/#models", wait_until="networkidle")
+            page.wait_for_selector(".vend-line", timeout=15000)
+            # 供应商卡的地址/Key/按钮在宽屏并排，窄屏必须整列竖排
+            model_stacked = page.evaluate(
+                """() => {
+                    const line = document.querySelector('.vend-line');
+                    const kids = [...line.children];
+                    const bad = [];
+                    for (let i = 1; i < kids.length; i += 1) {
+                        const prev = kids[i - 1].getBoundingClientRect();
+                        const cur = kids[i].getBoundingClientRect();
+                        if (cur.top < prev.bottom - 1) bad.push(i);
+                    }
+                    return bad;
+                }"""
+            )
+            check("供应商卡地址/Key/按钮窄屏竖排", model_stacked == [], str(model_stacked))
+            model_clipped = page.evaluate(
+                "() => [...document.querySelectorAll('input, select, .pbtn, .tbtn, .model-row')]"
+                ".filter((el) => el.getBoundingClientRect().right > window.innerWidth + 1).length"
+            )
+            check("模型页窄屏没有控件溢出视口", model_clipped == 0, str(model_clipped))
+            if shots:
+                page.screenshot(path=str(shots / "ui-models-1030.png"), full_page=True)
+                page.goto(f"{hub}/admin/#members", wait_until="networkidle")
+                page.wait_for_timeout(800)
+                page.screenshot(path=str(shots / "ui-members-1030.png"), full_page=True)
+            context.close()
+
+            print("\n[UI-8] 全程无 JS 异常与服务端错误")
+            # 预期噪音：未登录时门禁本来就会拿到 401；favicon 本项目没提供。
+            def expected(line: str) -> bool:
+                if "favicon" in line:
+                    return True
+                if "401" in line and "/admin/api/session" in line:
+                    return True
+                if "400" in line and "/admin/api/models/fetch" in line:
+                    return True  # UI-4b 故意用错 Key 拉取，400 是本轮要验的正确行为
+                if "console.error: Failed to load resource" in line:
+                    return True  # 上面两类的浏览器侧复述，URL 已单独判过
+                return False
+
+            crashes = [line for line in errors if "pageerror" in line]
+            server_errors = [line for line in errors if "HTTP 5" in line]
+            unexpected = [line for line in errors if not expected(line) and "pageerror" not in line
+                          and "HTTP 5" not in line]
+            check("没有 JS 未捕获异常", crashes == [], "; ".join(crashes[:3]))
+            check("没有 5xx 服务端错误", server_errors == [], "; ".join(server_errors[:3]))
+            check("没有其它意外失败请求", unexpected == [], "; ".join(unexpected[:3]))
+            browser.close()
+        backend.shutil.rmtree(workdir, ignore_errors=True)
+
+    print("\n" + "=" * 60)
+    if FAILURES:
+        print(f"FAILED {len(FAILURES)} 项：")
+        for item in FAILURES:
+            print("  - " + item)
+        return 1
+    print("数据中枢控制台浏览器自测全部通过")
+    return 0
+
+
+def _is_light(colour: str) -> bool:
+    numbers = [int(part) for part in colour.replace("rgba", "").replace("rgb", "").strip("() ").split(",")[:3]]
+    return sum(numbers) / 3 > 160
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())

xiaobai-datahub/.env.example

@@ -4,8 +4,13 @@ DATAHUB_ENCRYPTION_KEY=
 # Consumer API token for /v1 (32+ random bytes, shown once). Never log this value.
 DATAHUB_TOKEN=
 
-# Initial admin password for /admin. Forced change on first login.
+# 控制台没有独立账号：/admin 用小白复盘主站的管理员账号登录（HEL-560）。
-DATAHUB_ADMIN_PASSWORD=
+# 主站的服务端地址（容器内互访）+ 双方共享的桥接令牌，两者缺一控制台无法校验登录。
+REVIEW_BASE_URL=http://xiaobai-review:8765
+HUB_ADMIN_TOKEN=
+
+# 浏览器可达的主站地址；留空时按请求 Host 推导 http://<host>:8765。
+REVIEW_PUBLIC_URL=
 
 # Tushare Pro token. Stored encrypted after first launch; never returned by API or admin pages.
 TUSHARE_TOKEN=

xiaobai-datahub/README.md

@@ -10,7 +10,7 @@
 - 盘中观察（provisional）：东财/腾讯指数报价、个股最新价、全市场快照、分时点（`/v1/quotes/latest` 不传 codes 即全市场，`/v1/indexes/quotes` `/v1/intraday/points`）；永不写入 eod_* 正式表
 - 暂存 → 校验 → 整批原子发布 → 可回滚
 - `/v1` 稳定接口（`X-Datahub-Token`）
-- `/admin/` 最小管理后台（总览 / 数据源 / 调度 / 发布 / 数据集 / 审计）
+- `/admin/` 统一管理控制台（总览 / 数据源配置 / 模型池 / 会员管理 / 数据血缘），日间与夜间两套配色
 - 同花顺/选股宝/AKShare/iFinD 适配器位仍预留；东财/腾讯已接入盘中观察
 
 ## 单位口径（相对现站）
@@ -33,16 +33,43 @@
 cd xiaobai-datahub
 python -m venv .venv && .venv/bin/pip install -r requirements.txt
 cp .env.example .env
-# 填入 DATAHUB_ENCRYPTION_KEY / DATAHUB_TOKEN / DATAHUB_ADMIN_PASSWORD / TUSHARE_TOKEN
+# 填入 DATAHUB_ENCRYPTION_KEY / DATAHUB_TOKEN / HUB_ADMIN_TOKEN / TUSHARE_TOKEN
+# HUB_ADMIN_TOKEN 与主站 .env 同名变量必须一致；控制台没有独立账号，用主站管理员账号登录
 # 生成 Fernet 密钥：
 # python -c "from cryptography.fernet import Fernet; print(Fernet.generate_key().decode())"
 .venv/bin/python server.py --host 127.0.0.1 --port 8766
 ```
 
-- 管理后台：http://127.0.0.1:8766/admin/
+- 管理控制台：http://127.0.0.1:8766/admin/
 - 存活检查：http://127.0.0.1:8766/livez （无需 token）
 - `/v1/*` 必须带请求头 `X-Datahub-Token`
 
+## 管理控制台的账号与权限（HEL-560）
+
+控制台**没有自己的账号体系**，也不再有独立登录页和改密页：
+
+- 登录状态取自主站 `xiaobai_session` cookie。主站与中枢同主机不同端口，浏览器会自动带上该 cookie，因此在主站登录后直接打开 8766 即可进入；未登录会看到门禁面板并给出主站登录入口。
+- 仅管理员可进。每个页面与每个 `/admin/api/*` 接口都在服务端校验会话与 `role=admin`，非管理员一律 403，前端隐藏与否不作为权限依据。
+- 校验方式是服务间桥接：中枢把 cookie 交给主站 `/api/hub-admin/session` 换回用户身份，结果缓存数秒。桥接凭 `HUB_ADMIN_TOKEN`（与主站 `.env` 同名变量必须一致），主站在任何处理器之前先校验它。
+- CSRF 令牌由会话派生（HMAC），随 `GET /admin/api/session` 下发，写操作必须带 `X-CSRF-Token`。
+- 回滚、回补等危险操作仍需二次确认密码，校验走主站 `/api/hub-admin/password/check`，中枢不存密码。
+- 「退出」会请求主站注销该会话并跳回主站登录页。
+
+需要的环境变量：
+
+| 变量 | 位置 | 说明 |
+|---|---|---|
+| `HUB_ADMIN_TOKEN` | 主站 + 中枢 | 服务间桥接令牌，两侧必须一致，缺失则控制台无法校验会话 |
+| `REVIEW_BASE_URL` | 中枢 | 中枢访问主站的地址（容器内一般是服务名，如 `http://xiaobai-review:8765`） |
+| `REVIEW_PUBLIC_URL` | 中枢 | 浏览器可达的主站地址，用于门禁的登录跳转；留空则按当前主机名推导 |
+
+## 从主站迁入的两块配置
+
+- **模型池**：按供应商组织（同一 API 地址下可挂多个模型），填好地址与 Key 后可自动拉取 `/models` 勾选纳入；供应商不支持或拉取失败时用卡内「手动录入」兜底。主 / 辅模型分工在「调用编排」里指定。密钥加密存于主站，界面只回显后四位。
+- **会员与邀请码**：会员开通 / 续期 / 停用、每日调用额度，以及一次性邀请码的生成、复制、作废。注册必须提交有效邀请码，每个码只能成功注册一次（并发提交也只有一个成功）。列表只显示掩码，完整码仅在生成瞬间与「复制」动作中可得。
+
+数据仍归主站所有（同一个 `review.db`），中枢只是唯一的管理入口；主站页面上原本的模型池与会员管理分区已移除，「数据中枢」按钮指向 8766。
+
 ## Docker（独立 compose，不改现网 review 服务）
 
 ```bash

xiaobai-datahub/admin/index.html

@@ -1,53 +1,104 @@
 <!DOCTYPE html>
-<html lang="zh-CN">
+<html lang="zh-CN" data-theme="night">
 <head>
-  <meta charset="UTF-8" />
+<meta charset="UTF-8" />
-  <meta name="viewport" content="width=device-width, initial-scale=1" />
+<meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>xiaobai-datahub 管理后台</title>
+<title>小白复盘 · 数据中枢</title>
-  <link rel="stylesheet" href="/admin/styles.css" />
+<link rel="stylesheet" href="/admin/styles.css" />
 </head>
 <body>
-  <div id="app">
+<div id="app">
-    <section id="login-view" class="panel auth-panel">
-      <h1>数据中枢</h1>
-      <p class="muted">内网管理后台，用于查看源状态、调度和盘后发布批次。</p>
-      <form id="login-form">
-        <label>账号 <input name="username" value="hub_admin" autocomplete="username" /></label>
-        <label>密码 <input name="password" type="password" autocomplete="current-password" /></label>
-        <button type="submit">登录</button>
-        <p id="login-error" class="error" hidden></p>
-      </form>
-    </section>
 
-    <section id="change-view" class="panel auth-panel" hidden>
+  <!-- 数据中枢没有独立账号：门禁只负责把未登录/非管理员引回主站。 -->
-      <h1>修改初始密码</h1>
+  <div id="gate-view" class="auth-wrap bg-ambient" hidden>
-      <form id="change-form">
+    <section class="panel gate-panel">
-        <label>当前密码 <input name="current" type="password" /></label>
+      <h1 id="gate-title">数据中枢</h1>
-        <label>新密码（至少 8 位） <input name="new_password" type="password" /></label>
+      <p id="gate-desc">正在校验小白复盘主站登录状态…</p>
-        <button type="submit">保存并继续</button>
+      <div class="gate-actions">
-        <p id="change-error" class="error" hidden></p>
+        <a id="gate-login" class="pbtn" href="#" hidden>去主站登录</a>
-      </form>
+        <a id="gate-site" class="tbtn" href="#" hidden>返回小白复盘</a>
-    </section>
+        <button id="gate-retry" class="tbtn" type="button">重新校验</button>
-
+      </div>
-    <section id="shell" hidden>
-      <header class="top">
-        <strong>xiaobai-datahub</strong>
-        <span id="phase" class="pill"></span>
-        <span id="who" class="muted"></span>
-        <button type="button" id="theme-btn" class="ghost">夜间</button>
-        <button type="button" id="logout-btn" class="ghost">退出</button>
-      </header>
-      <nav>
-        <button data-page="overview" class="active">总览</button>
-        <button data-page="sources">数据源</button>
-        <button data-page="jobs">调度任务</button>
-        <button data-page="release">盘后发布</button>
-        <button data-page="datasets">数据集</button>
-        <button data-page="audit">审计</button>
-      </nav>
-      <main id="page"></main>
     </section>
   </div>
-  <script src="/admin/app.js"></script>
+
+  <div class="app bg-ambient" id="appRoot" hidden>
+    <div class="bg-layer bg-gridlines z0"></div>
+    <div class="bg-layer scanlines z50"></div>
+
+    <header class="hdr">
+      <div class="hdr-in">
+        <div class="radar" style="width:26px;height:26px" id="radarLogo">
+          <div class="sweep radar-sweep"></div>
+          <div class="ring1" style="inset:5.72px"></div>
+          <div class="ring2" style="inset:9.88px"></div>
+          <div class="center"></div>
+          <div class="blip pulse-dot" id="radarBlipOk" style="left:64%;top:30%;background:var(--mint)"></div>
+          <div class="blip pulse-dot" id="radarBlipBad" style="left:30%;top:62%;background:var(--rd);animation-delay:.6s;display:none"></div>
+        </div>
+        <div class="brand"><span class="b1">小白复盘 <span style="color:var(--cy)">·</span> 数据中枢</span><span class="b2">DATA-HUB</span></div>
+        <span class="vsep"></span>
+        <nav class="nav" id="navEl">
+          <button class="navbtn" data-nav="overview"><span class="tri">▸</span>运行总览<span class="en">OVERVIEW</span></button>
+          <button class="navbtn" data-nav="sources"><span class="tri">▸</span>数据源配置<span class="en">SOURCES</span></button>
+          <button class="navbtn" data-nav="models"><span class="tri">▸</span>模型池<span class="en">MODELS</span></button>
+          <button class="navbtn" data-nav="members"><span class="tri">▸</span>会员管理<span class="en">MEMBERS</span></button>
+          <button class="navbtn" data-nav="lineage"><span class="tri">▸</span>数据血缘<span class="en">LINEAGE</span></button>
+        </nav>
+        <span class="flex1"></span>
+        <span class="mdtag" id="phaseTag"></span>
+        <span class="livespan" id="liveSpan"><span class="livedot pulse-dot"></span>LIVE</span>
+        <span class="clock num" id="clock"><span id="ckD"></span><span class="csep">|</span><span class="ct"><span id="ckH"></span><span class="blink cc">:</span><span id="ckM"></span><span class="blink cc">:</span><span id="ckS"></span></span></span>
+        <span class="vsep"></span>
+        <button class="tbtn" id="opsBtn" style="font-size:10px">调度 / 发布 / 审计</button>
+        <button class="tbtn" id="themeBtn" style="font-size:10px">日间</button>
+        <button class="tbtn" id="calmBtn" style="font-size:10px">减少动态</button>
+        <span id="who" class="muted" style="font-size:10px"></span>
+        <button class="tbtn" id="logout-btn" style="font-size:10px">退出</button>
+      </div>
+    </header>
+
+    <main class="main" id="mainEl"></main>
+
+    <footer class="tape">
+      <span class="tape-label" id="tapeLed"><span class="led rev pulse"></span>EVENT TAPE</span>
+      <div class="tape-view"><div class="marquee-track" id="marqueeTrack"><span style="display:inline-flex;align-items:center" id="tapeA"></span><span style="display:inline-flex;align-items:center" id="tapeB"></span></div></div>
+    </footer>
+  </div>
+
+  <div class="drawer-mask" id="drawerMask">
+    <aside class="drawer">
+      <div class="drawer-hd">
+        <span class="ttl">调度 / 发布 / 审计</span>
+        <span class="sub" id="drawerSub"></span>
+        <button class="drawer-close" id="drawerClose">×</button>
+      </div>
+      <div class="drawer-tabs" id="drawerTabs">
+        <button class="drawer-tab" data-dtab="jobs">调度任务</button>
+        <button class="drawer-tab" data-dtab="release">盘后发布</button>
+        <button class="drawer-tab" data-dtab="audit">审计</button>
+      </div>
+      <div class="drawer-body" id="drawerBody"></div>
+    </aside>
+  </div>
+
+  <div class="modal-mask" id="modalMask">
+    <div class="modal-box">
+      <h3 id="modalTitle">危险操作确认</h3>
+      <p id="modalDesc"></p>
+      <label>主站账号密码 <input id="modalPassword" type="password" autocomplete="current-password" /></label>
+      <label id="modalConfirmWrap">请输入确认词 <span id="modalConfirmWord" class="num" style="color:var(--amb)"></span> <input id="modalConfirm" type="text" autocomplete="off" /></label>
+      <p class="modal-err" id="modalErr"></p>
+      <div class="modal-actions">
+        <button class="tbtn" id="modalCancel">取消</button>
+        <button class="tbtn danger" id="modalOk">确认执行</button>
+      </div>
+    </div>
+  </div>
+
+  <div class="toast" id="toastEl"></div>
+
+</div>
+<script src="/admin/app.js"></script>
 </body>
 </html>

xiaobai-datahub/compose.yaml

@@ -12,7 +12,9 @@ services:
     environment:
       DATAHUB_ENCRYPTION_KEY: "${DATAHUB_ENCRYPTION_KEY:?DATAHUB_ENCRYPTION_KEY must be set}"
       DATAHUB_TOKEN: "${DATAHUB_TOKEN:?DATAHUB_TOKEN must be set}"
-      DATAHUB_ADMIN_PASSWORD: "${DATAHUB_ADMIN_PASSWORD:?DATAHUB_ADMIN_PASSWORD must be set}"
+      HUB_ADMIN_TOKEN: "${HUB_ADMIN_TOKEN:?HUB_ADMIN_TOKEN must be set}"
+      REVIEW_BASE_URL: "${REVIEW_BASE_URL:-http://xiaobai-review:8765}"
+      REVIEW_PUBLIC_URL: "${REVIEW_PUBLIC_URL:-}"
       TUSHARE_TOKEN: "${TUSHARE_TOKEN:-}"
       IFIND_REFRESH_TOKEN: "${IFIND_REFRESH_TOKEN:-}"
       IFIND_ACCESS_TOKEN: "${IFIND_ACCESS_TOKEN:-}"

xiaobai-datahub/datahub/admin_api.py

@@ -6,19 +6,33 @@ from typing import Any
 from datahub.adapters import RESERVED
 from datahub.auth import AuthService
 from datahub.db import HubDB
+from datahub import lineage as lineage_module
+from datahub import observability
 from datahub.pipeline import OFFICIAL_DATASETS, STOCKS_DATASET, Pipeline
 from datahub.scheduler import Scheduler
 from datahub.serving import ApiError
+from datahub import source_catalog
 from datahub.timeutil import isoformat, now_shanghai, session_phase, yyyymmdd
 
 
 class AdminAPI:
-    def __init__(self, db: HubDB, pipeline: Pipeline, scheduler: Scheduler, auth: AuthService, ifind: Any = None) -> None:
+    def __init__(
+        self,
+        db: HubDB,
+        pipeline: Pipeline,
+        scheduler: Scheduler,
+        auth: AuthService,
+        ifind: Any = None,
+        site_auth: Any = None,
+    ) -> None:
         self.db = db
         self.pipeline = pipeline
         self.scheduler = scheduler
         self.auth = auth
         self.ifind = ifind
+        # HEL-560: dangerous operations confirm against the review site account
+        # that is driving the console, not against a console-local password.
+        self.site_auth = site_auth
 
     def overview(self) -> dict[str, Any]:
         today = yyyymmdd(now_shanghai())
@@ -28,10 +42,18 @@ class AdminAPI:
         )
         is_open = bool(cal and int(cal["is_open"]) == 1)
         pubs = self.db.fetchall("SELECT * FROM publications WHERE trade_date = ?", (today,))
-        failed = self.db.fetchall(
+        # HEL-529 fix 2: "待处理"只保留当前仍未恢复的最新异常。一条失败/停滞
-            "SELECT * FROM batches WHERE trade_date = ? AND state IN ('failed','staged')",
+        # 批次若已被同数据集更晚的成功批次或当日发布解决，就不再是当前故障，
-            (today,),
+        # 历史记录仍完整保留在 batches/audit 明细里，不在此重复展示。
-        )
+        latest_by_dataset: dict[str, dict[str, Any]] = {}
+        for row in self.db.fetchall("SELECT * FROM batches WHERE trade_date = ? ORDER BY started_at, batch_id", (today,)):
+            latest_by_dataset[row["dataset"]] = row
+        published_datasets = {row["dataset"] for row in pubs if row["state"] == "published"}
+        anomalies = [
+            row
+            for dataset, row in latest_by_dataset.items()
+            if dataset not in published_datasets and row["state"] in ("failed", "staged")
+        ]
         calls = self.db.fetchall(
             "SELECT * FROM src_calls ORDER BY id DESC LIMIT 20",
         )
@@ -42,7 +64,7 @@ class AdminAPI:
             "eod_status": self.scheduler.eod_status(today),
             "revision_status": self.scheduler.revision_status(today),
             "publications": pubs,
-            "anomalies": failed,
+            "anomalies": anomalies,
             "recent_calls": _public_calls(calls),
             "source_count": len(self.db.fetchall("SELECT provider FROM src_health")),
         }
@@ -105,6 +127,53 @@ class AdminAPI:
             raise ApiError("INVALID_ARGUMENT", f"unknown provider: {provider}")
         return adapter.probe()
 
+    # ------------------------------------------------------------------
+    # HEL-543: read-only side-channel status/catalog/lineage. These never
+    # change routing, credentials, or adapters; they only read the
+    # provider_call_log/provider_health tables (observability.py) plus the
+    # static registries in source_catalog.py / lineage.py.
+    # ------------------------------------------------------------------
+    def providers_status(self, provider: str = "", limit: int = 50) -> dict[str, Any]:
+        if not observability.is_enabled(self.db):
+            return {"enabled": False, "health": [], "recent_calls": []}
+        limit = max(1, min(int(limit or 50), 200))
+        health_sql = "SELECT * FROM provider_health"
+        params: tuple[Any, ...] = ()
+        if provider:
+            health_sql += " WHERE provider = ?"
+            params = (provider,)
+        health_sql += " ORDER BY provider, interface"
+        health = self.db.fetchall(health_sql, params)
+        calls_sql = "SELECT * FROM provider_call_log"
+        if provider:
+            calls_sql += " WHERE provider = ?"
+        calls_sql += " ORDER BY id DESC LIMIT ?"
+        recent = self.db.fetchall(calls_sql, (*params, limit))
+        return {"enabled": True, "health": health, "recent_calls": recent}
+
+    def source_catalog(self) -> dict[str, Any]:
+        if not observability.is_enabled(self.db):
+            return {"enabled": False, "items": []}
+        return {"enabled": True, "items": source_catalog.snapshot(self.db, self.auth)}
+
+    def lineage(self, trade_date: str = "") -> dict[str, Any]:
+        day = yyyymmdd(trade_date) if trade_date else yyyymmdd(now_shanghai())
+        if not observability.is_enabled(self.db):
+            return {"enabled": False, "trade_date": day, "items": []}
+        return {"enabled": True, "trade_date": day, "items": lineage_module.snapshot(self.db, day)}
+
+    def lineage_affected(self, provider: str = "", interface: str = "") -> dict[str, Any]:
+        if not provider:
+            raise ApiError("INVALID_ARGUMENT", "provider is required")
+        if not observability.is_enabled(self.db):
+            return {"enabled": False, "provider": provider, "interface": interface, "items": []}
+        return {
+            "enabled": True,
+            "provider": provider,
+            "interface": interface,
+            "items": lineage_module.affected(self.db, provider, interface),
+        }
+
     def jobs(self) -> dict[str, Any]:
         runs = self.db.fetchall("SELECT * FROM job_runs ORDER BY id DESC LIMIT 100")
         stocks_times = "/".join(self.pipeline.settings.stocks_refresh_times) or "20:00"
@@ -153,18 +222,34 @@ class AdminAPI:
     def audit(self) -> dict[str, Any]:
         return {"items": self.db.fetchall("SELECT * FROM audit_log ORDER BY id DESC LIMIT 200")}
 
-    def rollback(self, dataset: str, trade_date: str, password: str, confirm: str, actor: str) -> dict[str, Any]:
+    def rollback(
-        self._dangerous(password, confirm, f"{dataset}:{trade_date}")
+        self,
+        dataset: str,
+        trade_date: str,
+        password: str,
+        confirm: str,
+        actor: str,
+        actor_id: int = 0,
+    ) -> dict[str, Any]:
+        self._dangerous(password, confirm, f"{dataset}:{trade_date}", actor_id)
         result = self.pipeline.rollback(dataset, trade_date, actor=actor)
         return result
 
-    def backfill(self, dataset: str, trade_date: str, password: str, confirm: str, actor: str) -> dict[str, Any]:
+    def backfill(
+        self,
+        dataset: str,
+        trade_date: str,
+        password: str,
+        confirm: str,
+        actor: str,
+        actor_id: int = 0,
+    ) -> dict[str, Any]:
         day = yyyymmdd(trade_date or now_shanghai())
         if dataset == "history":
-            self._dangerous(password, confirm, "history:full")
+            self._dangerous(password, confirm, "history:full", actor_id)
             result = self.pipeline.backfill_history(day)
         else:
-            self._dangerous(password, confirm, f"{dataset}:{day}")
+            self._dangerous(password, confirm, f"{dataset}:{day}", actor_id)
             if dataset == "reference":
                 result = self.pipeline.ingest_reference(day)
             elif dataset in OFFICIAL_DATASETS or dataset == STOCKS_DATASET:
@@ -186,12 +271,18 @@ class AdminAPI:
         self.pipeline.audit(actor, "backfill", f"{dataset}:{day}", json.dumps({"ok": True}))
         return result
 
-    def _dangerous(self, password: str, confirm: str, expected: str) -> None:
+    def _dangerous(self, password: str, confirm: str, expected: str, actor_id: int = 0) -> None:
-        if not self.auth.confirm_password(password):
+        if not self._confirm_password(actor_id, password):
             raise ApiError("UNAUTHORIZED", "二次确认密码错误")
         if confirm.strip() != expected:
             raise ApiError("INVALID_ARGUMENT", f"确认词必须为 {expected}")
 
+    def _confirm_password(self, actor_id: int, password: str) -> bool:
+        """Second factor for destructive ops: the operator's review-site password."""
+        if self.site_auth is None:
+            raise ApiError("UNAVAILABLE", "主站桥接未配置，无法校验管理员口令")
+        return bool(self.site_auth.confirm_password(actor_id, password))
+
 
 def _public_calls(rows: list[dict[str, Any]]) -> list[dict[str, Any]]:
     out = []

xiaobai-datahub/datahub/auth.py

@@ -1,39 +1,12 @@
 from __future__ import annotations
 
-import base64
 import hashlib
-import hmac
-import os
-import secrets
-from datetime import timedelta
 from typing import Any
 
 from datahub.crypto import SecretVault, mask_secret
 from datahub.db import HubDB
-from datahub.timeutil import isoformat, now_shanghai
+from datahub.timeutil import isoformat
 
-PBKDF2_ROUNDS = 200_000
-SESSION_HOURS = 12
-LOGIN_FAIL_LIMIT = 5
-LOCK_MINUTES = 10
-
-
-def hash_password(password: str, salt: bytes | None = None) -> tuple[str, str]:
-    raw_salt = salt or os.urandom(16)
-    digest = hashlib.pbkdf2_hmac("sha256", password.encode("utf-8"), raw_salt, PBKDF2_ROUNDS, dklen=32)
-    return (
-        base64.urlsafe_b64encode(raw_salt).decode("ascii"),
-        base64.urlsafe_b64encode(digest).decode("ascii"),
-    )
-
-
-def verify_password(password: str, salt_text: str, expected_hash: str) -> bool:
-    try:
-        salt = base64.urlsafe_b64decode(salt_text.encode("ascii"))
-        _, actual = hash_password(password, salt)
-    except (ValueError, TypeError):
-        return False
-    return hmac.compare_digest(actual, expected_hash)
 
 
 def token_hash(token: str) -> str:
@@ -41,12 +14,18 @@ def token_hash(token: str) -> str:
 
 
 class AuthService:
-    def __init__(self, db: HubDB, vault: SecretVault, api_token: str, admin_password: str) -> None:
+    """Machine credentials only: the `/v1` API token and the provider secrets.
+
+    Operator accounts live on the review site (HEL-560) — the console verifies
+    them through `SiteAuth`, so nothing here authenticates a person.
+    """
+
+    def __init__(self, db: HubDB, vault: SecretVault, api_token: str) -> None:
         self.db = db
         self.vault = vault
-        self._bootstrap(api_token, admin_password)
+        self._bootstrap(api_token)
 
-    def _bootstrap(self, api_token: str, admin_password: str) -> None:
+    def _bootstrap(self, api_token: str) -> None:
         if api_token:
             existing = self.db.fetchone("SELECT token_hash FROM api_tokens WHERE name = ?", ("review",))
             hashed = token_hash(api_token)
@@ -61,17 +40,6 @@ class AuthService:
                     "UPDATE api_tokens SET token_hash = ?, last4 = ? WHERE name = ?",
                     (hashed, last4, "review"),
                 )
-        admin = self.db.fetchone("SELECT id FROM hub_admin WHERE username = ?", ("hub_admin",))
-        if admin is None and admin_password:
-            salt, hashed = hash_password(admin_password)
-            now = isoformat()
-            self.db.execute(
-                """
-                INSERT INTO hub_admin(username, password_salt, password_hash, password_must_change, created_at, updated_at)
-                VALUES (?, ?, ?, 1, ?, ?)
-                """,
-                ("hub_admin", salt, hashed, now, now),
-            )
 
     def check_api_token(self, supplied: str) -> bool:
         if not supplied:
@@ -82,88 +50,6 @@ class AuthService:
         )
         return row is not None
 
-    def login(self, username: str, password: str) -> dict[str, Any]:
-        user = self.db.fetchone("SELECT * FROM hub_admin WHERE username = ?", (username,))
-        if not user:
-            raise PermissionError("账号或密码错误")
-        now = now_shanghai()
-        locked_until = user.get("locked_until")
-        if locked_until:
-            try:
-                from datetime import datetime
-
-                if datetime.fromisoformat(str(locked_until)) > now:
-                    raise PermissionError("账号已锁定，请稍后再试")
-            except ValueError:
-                pass
-        if not verify_password(password, str(user["password_salt"]), str(user["password_hash"])):
-            fails = int(user["failed_attempts"] or 0) + 1
-            lock = isoformat(now + timedelta(minutes=LOCK_MINUTES)) if fails >= LOGIN_FAIL_LIMIT else None
-            self.db.execute(
-                "UPDATE hub_admin SET failed_attempts = ?, locked_until = ? WHERE id = ?",
-                (fails, lock, user["id"]),
-            )
-            raise PermissionError("账号或密码错误")
-        self.db.execute(
-            "UPDATE hub_admin SET failed_attempts = 0, locked_until = NULL WHERE id = ?",
-            (user["id"],),
-        )
-        session = secrets.token_urlsafe(32)
-        csrf = secrets.token_urlsafe(24)
-        expires = isoformat(now + timedelta(hours=SESSION_HOURS))
-        self.db.execute(
-            "INSERT INTO hub_sessions(token_hash, csrf_token, expires_at, created_at) VALUES (?,?,?,?)",
-            (token_hash(session), csrf, expires, isoformat(now)),
-        )
-        return {
-            "session": session,
-            "csrf": csrf,
-            "must_change": bool(user["password_must_change"]),
-            "expires_at": expires,
-        }
-
-    def session_user(self, raw_token: str) -> dict[str, Any] | None:
-        if not raw_token:
-            return None
-        row = self.db.fetchone(
-            "SELECT * FROM hub_sessions WHERE token_hash = ?",
-            (token_hash(raw_token),),
-        )
-        if not row:
-            return None
-        if str(row["expires_at"]) < isoformat():
-            self.db.execute("DELETE FROM hub_sessions WHERE token_hash = ?", (row["token_hash"],))
-            return None
-        admin = self.db.fetchone("SELECT username, password_must_change FROM hub_admin WHERE username = ?", ("hub_admin",))
-        return {
-            "username": (admin or {}).get("username") or "hub_admin",
-            "csrf_token": row["csrf_token"],
-            "must_change": bool((admin or {}).get("password_must_change")),
-            "token_hash": row["token_hash"],
-        }
-
-    def logout(self, raw_token: str) -> None:
-        if raw_token:
-            self.db.execute("DELETE FROM hub_sessions WHERE token_hash = ?", (token_hash(raw_token),))
-
-    def change_password(self, current: str, new_password: str) -> None:
-        if len(new_password) < 8:
-            raise ValueError("新密码至少 8 位")
-        user = self.db.fetchone("SELECT * FROM hub_admin WHERE username = ?", ("hub_admin",))
-        if not user or not verify_password(current, str(user["password_salt"]), str(user["password_hash"])):
-            raise PermissionError("当前密码错误")
-        salt, hashed = hash_password(new_password)
-        self.db.execute(
-            "UPDATE hub_admin SET password_salt=?, password_hash=?, password_must_change=0, updated_at=? WHERE id=?",
-            (salt, hashed, isoformat(), user["id"]),
-        )
-
-    def confirm_password(self, password: str) -> bool:
-        user = self.db.fetchone("SELECT * FROM hub_admin WHERE username = ?", ("hub_admin",))
-        if not user:
-            return False
-        return verify_password(password, str(user["password_salt"]), str(user["password_hash"]))
-
     def credential_status(self, name: str) -> dict[str, Any]:
         row = self.db.fetchone("SELECT last4, updated_at FROM credentials WHERE name = ?", (name,))
         if not row:

xiaobai-datahub/datahub/db.py

@@ -8,6 +8,7 @@ from pathlib import Path
 from typing import Any
 
 from datahub.datasets_ext import EXTENDED_DATASET_TABLES, EXTENDED_SCHEMA
+from datahub.observability import OBS_SCHEMA
 from datahub.timeutil import isoformat
 
 _BASE_SCHEMA = """
@@ -23,24 +24,7 @@ CREATE TABLE IF NOT EXISTS credentials (
   updated_at TEXT NOT NULL
 );
 
-CREATE TABLE IF NOT EXISTS hub_admin (
-  id INTEGER PRIMARY KEY,
-  username TEXT NOT NULL UNIQUE,
-  password_salt TEXT NOT NULL,
-  password_hash TEXT NOT NULL,
-  password_must_change INTEGER NOT NULL DEFAULT 1,
-  failed_attempts INTEGER NOT NULL DEFAULT 0,
-  locked_until TEXT,
-  created_at TEXT NOT NULL,
-  updated_at TEXT NOT NULL
-);
 
-CREATE TABLE IF NOT EXISTS hub_sessions (
-  token_hash TEXT PRIMARY KEY,
-  csrf_token TEXT NOT NULL,
-  expires_at TEXT NOT NULL,
-  created_at TEXT NOT NULL
-);
 
 CREATE TABLE IF NOT EXISTS api_tokens (
   token_hash TEXT PRIMARY KEY,
@@ -296,7 +280,7 @@ CREATE INDEX IF NOT EXISTS idx_eod_bars_date ON eod_bars(trade_date, batch_id);
 CREATE INDEX IF NOT EXISTS idx_calendar_open ON trade_calendar(is_open, cal_date);
 """
 
-SCHEMA = _BASE_SCHEMA + EXTENDED_SCHEMA
+SCHEMA = _BASE_SCHEMA + EXTENDED_SCHEMA + OBS_SCHEMA
 
 DATASET_TABLES = {
     "daily": ("eod_bars", "staging_bars"),

xiaobai-datahub/datahub/httpapp.py

@@ -2,7 +2,6 @@ from __future__ import annotations
 
 import json
 import mimetypes
-import secrets
 from http import HTTPStatus
 from http.cookies import SimpleCookie
 from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
@@ -12,9 +11,9 @@ from urllib.parse import unquote, urlparse
 from datahub.hub import Hub
 from datahub.logutil import configure_logging, get_logger
 from datahub.serving import ApiError, parse_query
+from datahub.siteauth import SITE_SESSION_COOKIE, SiteBridgeError
 
 LOGGER = get_logger()
-SESSION_COOKIE = "datahub_session"
 
 
 class HubRequestHandler(BaseHTTPRequestHandler):
@@ -85,43 +84,74 @@ class HubRequestHandler(BaseHTTPRequestHandler):
         self._json(payload, HTTPStatus.OK)
 
     def _admin_api(self, method: str, path: str) -> None:
-        if path == "/admin/api/login" and method == "POST":
+        session_token = self._cookie_value(SITE_SESSION_COOKIE)
-            body = self._read_json()
+        user = self._site_user(session_token)
-            result = self.hub.auth.login(str(body.get("username") or "hub_admin"), str(body.get("password") or ""))
+        if user is None:
+            if path == "/admin/api/session" and method == "GET":
+                self._json(
+                    {"authenticated": False, "login_url": self._login_url()},
+                    HTTPStatus.UNAUTHORIZED,
+                )
+                return
+            raise ApiError("UNAUTHORIZED", "请先在小白复盘主站登录")
+        if not user["is_admin"]:
             self._json(
-                {"ok": True, "must_change": result["must_change"], "csrf": result["csrf"]},
+                {
-                HTTPStatus.OK,
+                    "error": {"code": "PERMISSION_DENIED", "message": "数据中枢仅管理员可进入"},
-                extra_headers=[self._cookie(result["session"])],
+                    "authenticated": True,
+                    "is_admin": False,
+                    "username": user["username"],
+                },
+                HTTPStatus.FORBIDDEN,
             )
             return
-        user = self.hub.auth.session_user(self._cookie_value(SESSION_COOKIE))
+        if method == "POST" and not self.hub.site_auth.check_csrf(session_token, self.headers.get("X-CSRF-Token", "")):
-        if not user:
+            raise ApiError("UNAUTHORIZED", "CSRF 校验失败")
-            raise ApiError("UNAUTHORIZED", "请先登录")
-        if method == "POST" and path != "/admin/api/login":
-            csrf = self.headers.get("X-CSRF-Token", "")
-            if not csrf or not secrets.compare_digest(csrf, str(user["csrf_token"])):
-                raise ApiError("UNAUTHORIZED", "CSRF 校验失败")
-        if path == "/admin/api/logout" and method == "POST":
-            self.hub.auth.logout(self._cookie_value(SESSION_COOKIE))
-            self._json({"ok": True}, HTTPStatus.OK, extra_headers=[self._cookie("", clear=True)])
-            return
         if path == "/admin/api/session" and method == "GET":
-            self._json({"username": user["username"], "must_change": user["must_change"], "csrf": user["csrf_token"]}, HTTPStatus.OK)
+            self._json(
+                {
+                    "authenticated": True,
+                    "is_admin": True,
+                    "username": user["username"],
+                    "csrf": self.hub.site_auth.csrf_token(session_token),
+                    "review_url": self._review_url(),
+                },
+                HTTPStatus.OK,
+            )
             return
-        if path == "/admin/api/change-password" and method == "POST":
+        if path == "/admin/api/logout" and method == "POST":
-            body = self._read_json()
+            self.hub.site_auth.logout(session_token)
-            self.hub.auth.change_password(str(body.get("current") or ""), str(body.get("new_password") or ""))
+            self.hub.pipeline.audit(user["username"], "logout", "site_session", "")
-            self.hub.pipeline.audit(user["username"], "change_password", "hub_admin", "")
+            self._json({"ok": True, "login_url": self._login_url()}, HTTPStatus.OK)
-            self._json({"ok": True}, HTTPStatus.OK)
+            return
+        if self._console_api(method, path, user):
             return
-        if user["must_change"] and path not in {"/admin/api/change-password", "/admin/api/session"}:
-            raise ApiError("UNAUTHORIZED", "请先修改初始密码")
         if path == "/admin/api/overview" and method == "GET":
             self._json(self.hub.admin.overview(), HTTPStatus.OK)
             return
         if path == "/admin/api/sources" and method == "GET":
             self._json(self.hub.admin.sources(), HTTPStatus.OK)
             return
+        if path == "/admin/api/providers/status" and method == "GET":
+            query = parse_query(urlparse(self.path).query)
+            provider = (query.get("provider") or [""])[0]
+            limit = (query.get("limit") or ["50"])[0]
+            self._json(self.hub.admin.providers_status(provider, int(limit or 50)), HTTPStatus.OK)
+            return
+        if path == "/admin/api/source-catalog" and method == "GET":
+            self._json(self.hub.admin.source_catalog(), HTTPStatus.OK)
+            return
+        if path == "/admin/api/lineage" and method == "GET":
+            query = parse_query(urlparse(self.path).query)
+            date = (query.get("date") or [""])[0]
+            self._json(self.hub.admin.lineage(date), HTTPStatus.OK)
+            return
+        if path == "/admin/api/lineage/affected" and method == "GET":
+            query = parse_query(urlparse(self.path).query)
+            provider = (query.get("provider") or [""])[0]
+            interface = (query.get("interface") or [""])[0]
+            self._json(self.hub.admin.lineage_affected(provider, interface), HTTPStatus.OK)
+            return
         if path.startswith("/admin/api/sources/") and path.endswith("/probe") and method == "POST":
             provider = path.split("/")[4]
             self._json(self.hub.admin.probe(provider), HTTPStatus.OK)
@@ -155,6 +185,7 @@ class HubRequestHandler(BaseHTTPRequestHandler):
                 str(body.get("password") or ""),
                 str(body.get("confirm") or ""),
                 user["username"],
+                int(user["id"]),
             )
             self._json(result, HTTPStatus.OK)
             return
@@ -166,11 +197,73 @@ class HubRequestHandler(BaseHTTPRequestHandler):
                 str(body.get("password") or ""),
                 str(body.get("confirm") or ""),
                 user["username"],
+                int(user["id"]),
             )
             self._json(result, HTTPStatus.OK)
             return
         raise ApiError("INVALID_ARGUMENT", f"unknown admin endpoint: {path}")
 
+    def _site_user(self, session_token: str) -> dict[str, Any] | None:
+        try:
+            return self.hub.site_auth.verify(session_token)
+        except SiteBridgeError as exc:
+            raise ApiError("UNAVAILABLE", str(exc)) from exc
+
+    def _review_url(self) -> str:
+        """Browser-reachable review site URL.
+
+        In production both services sit on the same host behind different
+        ports, so the console derives the site URL from the Host header the
+        browser used; REVIEW_PUBLIC_URL overrides that when they do not.
+        """
+        configured = self.hub.settings.review_public_url
+        if configured:
+            return configured.rstrip("/")
+        host = (self.headers.get("Host") or "").split(":")[0] or "127.0.0.1"
+        return f"http://{host}:8765"
+
+    def _login_url(self) -> str:
+        return f"{self._review_url()}/login/"
+
+    def _console_api(self, method: str, path: str, user: dict[str, Any]) -> bool:
+        """Endpoints backed by the review site: model pool, members, invites.
+
+        Returns True when the request was handled so the caller can fall
+        through to the hub-owned endpoints otherwise.
+        """
+        console = self.hub.site_console
+        if path == "/admin/api/models" and method == "GET":
+            self._json(console.models(), HTTPStatus.OK)
+        elif path == "/admin/api/models/save" and method == "POST":
+            self._json(console.save_models(self._read_json()), HTTPStatus.OK)
+        elif path == "/admin/api/models/test" and method == "POST":
+            self._json(console.test_model(self._read_json()), HTTPStatus.OK)
+        elif path == "/admin/api/models/fetch" and method == "POST":
+            self._json(console.fetch_models(self._read_json()), HTTPStatus.OK)
+        elif path == "/admin/api/members" and method == "GET":
+            self._json(console.members(), HTTPStatus.OK)
+        elif path == "/admin/api/members/save" and method == "POST":
+            self._json(console.save_member(self._read_json()), HTTPStatus.OK)
+        elif path == "/admin/api/members/quota" and method == "POST":
+            self._json(console.save_quota(self._read_json()), HTTPStatus.OK)
+        elif path == "/admin/api/invites" and method == "GET":
+            self._json(console.invites(), HTTPStatus.OK)
+        elif path == "/admin/api/invites/create" and method == "POST":
+            self._json(console.create_invites(self._read_json(allow_empty=True), int(user["id"])), HTTPStatus.OK)
+        elif path == "/admin/api/invites/revoke" and method == "POST":
+            self._json(console.revoke_invite(self._read_json()), HTTPStatus.OK)
+        elif path == "/admin/api/credentials/tushare" and method == "POST":
+            payload = self.hub.put_tushare_credentials(self._read_json())
+            self.hub.pipeline.audit(user["username"], "store_credential", "tushare_token", "")
+            self._json(payload, HTTPStatus.OK)
+        elif path == "/admin/api/credentials/ifind" and method == "POST":
+            payload = self.hub.put_ifind_credentials(self._read_json())
+            self.hub.pipeline.audit(user["username"], "store_credential", "ifind_tokens", "")
+            self._json(payload, HTTPStatus.OK)
+        else:
+            return False
+        return True
+
     def _admin_static(self, path: str) -> None:
         relative = path[len("/admin"):].lstrip("/") or "index.html"
         candidate = (self.hub.static_dir / relative).resolve()
@@ -219,10 +312,6 @@ class HubRequestHandler(BaseHTTPRequestHandler):
         morsel = cookie.get(name)
         return morsel.value if morsel else ""
 
-    def _cookie(self, value: str, clear: bool = False) -> str:
-        max_age = 0 if clear else 12 * 3600
-        return f"{SESSION_COOKIE}={value}; Path=/; HttpOnly; SameSite=Strict; Max-Age={max_age}"
-
     def _json(self, payload: dict[str, Any], status: HTTPStatus, extra_headers: list[str] | None = None) -> None:
         raw = json.dumps(payload, ensure_ascii=False).encode("utf-8")
         self.send_response(status)

xiaobai-datahub/datahub/hub.py

@@ -16,16 +16,29 @@ from datahub.pipeline import Pipeline
 from datahub.scheduler import Scheduler
 from datahub.serving import V1API
 from datahub.settings import Settings, load_settings
+from datahub.siteauth import SiteAuth, SiteBridge
+from datahub.siteconsole import SiteConsole
 
 
 class Hub:
-    def __init__(self, settings: Settings, adapter: TushareAdapter | None = None) -> None:
+    def __init__(
+        self,
+        settings: Settings,
+        adapter: TushareAdapter | None = None,
+        site_auth: SiteAuth | None = None,
+    ) -> None:
         if not settings.encryption_key:
             raise SystemExit("DATAHUB_ENCRYPTION_KEY 未配置")
         self.settings = settings
         self.db = HubDB(settings.db_path)
+        # HEL-543: carry the observability kill switch on the db handle so
+        # every call site that already threads `db` through (pipeline,
+        # realtime_serve, steward, admin_api) picks it up for free with no
+        # extra plumbing. Missing this attribute (e.g. a bare HubDB built
+        # directly in tests) defaults to enabled — see observability.is_enabled.
+        self.db.observability_enabled = settings.observability_enabled
         self.vault = SecretVault(settings.encryption_key)
-        self.auth = AuthService(self.db, self.vault, settings.api_token, settings.admin_password)
+        self.auth = AuthService(self.db, self.vault, settings.api_token)
         token = settings.tushare_token or self.auth.load_credential("tushare_token")
         if settings.tushare_token:
             self.auth.store_credential("tushare_token", settings.tushare_token)
@@ -50,9 +63,36 @@ class Hub:
         self.lkg = LastKnownGood(self.db)
         self.scheduler = Scheduler(self.db, self.pipeline)
         self.api = V1API(self.db, self.pipeline, settings, ifind=self.ifind)
-        self.admin = AdminAPI(self.db, self.pipeline, self.scheduler, self.auth, ifind=self.ifind)
+        self.site_bridge = SiteBridge(settings.review_base_url, settings.hub_admin_token)
+        # Tests inject a stub so the console gate can run without a live site.
+        self.site_auth = site_auth or SiteAuth(self.site_bridge, settings.encryption_key)
+        self.site_console = SiteConsole(self.site_bridge)
+        self.admin = AdminAPI(
+            self.db,
+            self.pipeline,
+            self.scheduler,
+            self.auth,
+            ifind=self.ifind,
+            site_auth=self.site_auth,
+        )
         self.static_dir = Path(__file__).resolve().parents[1] / "admin"
 
+    def put_tushare_credentials(self, body: dict[str, Any] | None) -> dict[str, Any]:
+        """Store and hot-swap the Tushare token without a restart.
+
+        The adapter holds the token in memory, so writing the credential and
+        pushing it into the live adapter in one step is what makes the save take
+        effect for the next fetch instead of the next deploy.
+        """
+        from datahub.serving import envelope
+
+        token = str((body or {}).get("tushare_token") or "").strip()
+        if not token:
+            raise ValueError("Tushare Token 不能为空")
+        self.auth.store_credential("tushare_token", token)
+        self.adapter.token = token
+        return envelope(self.adapter.probe(), {"source": "tushare"})
+
     def put_ifind_credentials(self, body: dict[str, Any] | None) -> dict[str, Any]:
         from datahub.serving import envelope
 

xiaobai-datahub/datahub/lineage.py

@@ -0,0 +1,297 @@
+"""Read-only lineage/impact inventory (HEL-543).
+
+Answers, without changing any routing decision: for a given main-site data
+item, which datahub dataset backs it, which provider/interface currently
+serves it (primary and backup), and — when a provider/interface is
+unhealthy — which datasets and, best-effort, which main-site consumers are
+affected.
+
+Every row cites where it was verified so a reviewer does not have to trust
+a paraphrase:
+
+- ``v1_endpoint``/``primary_source``/``backup_source`` are taken verbatim
+  from ``datahub/serving.py`` (the ``source=`` string literal passed to
+  ``_published_rows``/``_official_meta``) or from the provider/interface
+  pairs wired into ``datahub/realtime_serve.py`` for HEL-543.
+- ``known_consumers`` lists only call sites this round actually found via
+  code search in the ``xiaobai-review`` website tree (cited as
+  ``file:line`` in the comment above each dataset). Anything not backed by
+  a citation is left out rather than guessed; a fuller page-by-page map is
+  tracked separately (HEL-549) and can extend this table later without
+  touching its shape.
+
+This module never talks to a provider and never mutates anything; it only
+reads ``provider_health``/``provider_call_log`` (HEL-543) and the existing
+``publications``/``batches`` tables to attach live status to each row.
+"""
+
+from __future__ import annotations
+
+from typing import Any
+
+# Verified against backend/features/screener/data_sync.py (calendar,
+# stock_basic, daily, daily_basic, index_daily-as-benchmark, stk_auction,
+# moneyflow, ths_hot, dc_hot all called via `self.client.query(...)`) and
+# backend/features/heaven/market_context.py (stock_basic, index_daily via
+# `self._tushare_client().query(...)` / `client.query(...)`).
+DATASETS: list[dict[str, Any]] = [
+    {
+        "dataset": "calendar",
+        "tier": "official",
+        "update_freq": "每日 08:45 预检",
+        "v1_endpoint": "/v1/calendar",
+        "primary_source": "tushare:trade_cal",
+        "backup_source": None,
+        "known_consumers": ["智能选股(data_sync.py 交易日历解析)", "问天(交易日推算)"],
+    },
+    {
+        "dataset": "stocks",
+        "tier": "official",
+        "update_freq": "每日 20:00 / 23:10",
+        "v1_endpoint": "/v1/stocks",
+        "primary_source": "tushare:stock_basic",
+        "backup_source": None,
+        "known_consumers": ["智能选股(股票主档)", "问天(market_context.py 股票代码/名称解析)"],
+    },
+    {
+        "dataset": "daily",
+        "tier": "official",
+        "update_freq": "盘后 15:05 · 重试至 23:30",
+        "v1_endpoint": "/v1/bars/daily",
+        "primary_source": "tushare:daily",
+        "backup_source": None,
+        "known_consumers": ["智能选股(data_sync.py 日K因子)", "交易复盘/个股详情日K图表"],
+    },
+    {
+        "dataset": "valuation",
+        "tier": "official",
+        "update_freq": "盘后 15:05 · 复核 20:00",
+        "v1_endpoint": "/v1/valuation",
+        "primary_source": "tushare:daily_basic",
+        "backup_source": None,
+        "known_consumers": ["智能选股(data_sync.py 估值因子)"],
+    },
+    {
+        "dataset": "moneyflow",
+        "tier": "official",
+        "update_freq": "盘后 15:05 · 重试至 23:30",
+        "v1_endpoint": "/v1/moneyflow",
+        "primary_source": "tushare:moneyflow",
+        "backup_source": None,
+        "known_consumers": ["智能选股(data_sync.py 资金流因子)", "个股详情资金流"],
+    },
+    {
+        "dataset": "auction",
+        "tier": "official",
+        "update_freq": "盘后 15:05",
+        "v1_endpoint": "/v1/auction",
+        "primary_source": "tushare:stk_auction",
+        "backup_source": None,
+        "known_consumers": ["智能选股(data_sync.py 竞价快照)", "竞价板块"],
+    },
+    {
+        "dataset": "index_daily",
+        "tier": "official",
+        "update_freq": "盘后 15:10 · 重试至 23:30",
+        "v1_endpoint": "/v1/indexes/bars",
+        "primary_source": "tushare:index_daily",
+        "backup_source": None,
+        "known_consumers": ["问天(market_context.py 指数近20日走势)", "智能选股(基准回看)"],
+    },
+    {
+        "dataset": "limit_events",
+        "tier": "official",
+        "update_freq": "盘后 16:40 · 重试至 23:30",
+        "v1_endpoint": "/v1/limit-events",
+        "primary_source": "tushare:limit_list_d",
+        "backup_source": None,
+        "known_consumers": ["涨停梯队(历史/盘后视图)"],
+    },
+    {
+        "dataset": "popularity",
+        "tier": "official",
+        "update_freq": "盘后 22:40",
+        "v1_endpoint": "/v1/popularity",
+        "primary_source": "tushare:ths_hot+dc_hot",
+        "backup_source": None,
+        "known_consumers": ["人气榜", "智能选股(data_sync.py 人气因子)"],
+    },
+    {
+        "dataset": "dragon_tiger",
+        "tier": "official",
+        "update_freq": "盘后 16:45 · 重试至 23:30",
+        "v1_endpoint": "/v1/dragon-tiger",
+        "primary_source": "tushare:hm_detail",
+        "backup_source": None,
+        "known_consumers": ["龙虎榜"],
+    },
+    {
+        "dataset": "sector_daily",
+        "tier": "official",
+        "update_freq": "盘后 15:20 · 重试至 23:30",
+        "v1_endpoint": "/v1/sectors",
+        "primary_source": "tushare:ths_daily+dc_index+sw_daily",
+        "backup_source": None,
+        "known_consumers": ["主题轮动", "板块梯队"],
+    },
+    {
+        "dataset": "quotes_latest",
+        "tier": "provisional",
+        "update_freq": "盘中 · 缓存 60s",
+        "v1_endpoint": "/v1/quotes/latest",
+        "primary_source": "eastmoney:ulist/clist",
+        "backup_source": "tencent:qt",
+        "known_consumers": ["竞价/股票池盘中价格", "情绪周期盘中快照"],
+    },
+    {
+        "dataset": "index_quotes",
+        "tier": "provisional",
+        "update_freq": "盘中 · 缓存 60s",
+        "v1_endpoint": "/v1/indexes/quotes",
+        "primary_source": "eastmoney:ulist",
+        "backup_source": "tencent:qt",
+        "known_consumers": ["首页大盘指数条"],
+    },
+    {
+        "dataset": "sectors_quote",
+        "tier": "provisional",
+        "update_freq": "盘中 · 缓存 60s",
+        "v1_endpoint": "/v1/sectors/quote",
+        "primary_source": "eastmoney:sw",
+        "backup_source": None,
+        "known_consumers": ["主题轮动盘中板块报价"],
+    },
+    {
+        "dataset": "limit_pool",
+        "tier": "provisional",
+        "update_freq": "盘中 · 缓存 60s",
+        "v1_endpoint": "/v1/limit-pool",
+        "primary_source": "eastmoney:zt_pool",
+        "backup_source": None,
+        "known_consumers": ["涨停梯队盘中视图"],
+    },
+    {
+        "dataset": "intraday_points",
+        "tier": "provisional",
+        "update_freq": "盘中 · 缓存 20s",
+        "v1_endpoint": "/v1/intraday/points",
+        "primary_source": "eastmoney:trends2",
+        "backup_source": None,
+        "known_consumers": ["个股详情分时图"],
+    },
+    {
+        "dataset": "ifind_wencai",
+        "tier": "licensed",
+        "update_freq": "按需调用",
+        "v1_endpoint": "/v1/query (api_name=ifind_wencai)",
+        "primary_source": "ifind:wencai",
+        "backup_source": None,
+        # Real call site: backend/features/pools/service.py:82 (wencai(query,"stock"))
+        # feeds 股票池's ifind_event_enrichment_v1 (涨停/炸板/跌停原因、首末
+        # 涨停时间、开板次数). 问师 does NOT call wencai anywhere — its main
+        # body is LLM + 主站市场快照 (mentor/service.py builds context from
+        # dashboard/popularity snapshots only).
+        "known_consumers": ["股票池(涨停/炸板/跌停事件补充 enrichment，需 iFinD 凭证)"],
+    },
+    {
+        "dataset": "ifind_history",
+        "tier": "licensed",
+        "update_freq": "问师问询时按需 · 45 日回看",
+        "v1_endpoint": "/v1/query (api_name=ifind_history)",
+        "primary_source": "ifind:history",
+        "backup_source": None,
+        # Real call site: backend/features/mentor/service.py:433-457
+        # (_mentor_market_matrix → ifind.history(close/volume/amount, 45 日回看)).
+        # Only the trend/macro thinking-model profiles use it, and only when
+        # iFinD is configured — it fails open to [] otherwise. 问师其余子能力
+        # (本体问答/低吸/人气上下文等) 不依赖 iFinD.
+        "known_consumers": [
+            "问师·趋势思维模型(指数动量矩阵，可选)",
+            "问师·宏观思维模型(宽基指数与核心ETF矩阵，可选)",
+        ],
+    },
+]
+
+_KNOWN_PROVIDERS_BY_SOURCE_PREFIX = ("tushare", "eastmoney", "tencent", "ifind")
+
+
+def _providers_for(primary_source: str, backup_source: str | None) -> list[str]:
+    providers: list[str] = []
+    for source in (primary_source, backup_source or ""):
+        for provider in _KNOWN_PROVIDERS_BY_SOURCE_PREFIX:
+            if source.startswith(provider) and provider not in providers:
+                providers.append(provider)
+    return providers
+
+
+def snapshot(db: Any, trade_date: str = "") -> list[dict[str, Any]]:
+    """Attach live status to the static lineage table. Read-only; never
+    raises (a per-row status lookup failure just leaves that row's status
+    empty rather than failing the whole snapshot)."""
+    result: list[dict[str, Any]] = []
+    for entry in DATASETS:
+        row = dict(entry)
+        providers = _providers_for(entry["primary_source"], entry.get("backup_source"))
+        row["providers"] = providers
+        live: list[dict[str, Any]] = []
+        try:
+            if db is not None and providers:
+                placeholders = ",".join("?" for _ in providers)
+                live = db.fetchall(
+                    f"SELECT provider, interface, state, last_error, last_fallback_reason, "
+                    f"consec_failures, updated_at FROM provider_health WHERE provider IN ({placeholders})",
+                    tuple(providers),
+                )
+        except Exception:
+            live = []
+        row["live_provider_health"] = live
+        if entry["tier"] == "official":
+            pub = None
+            try:
+                if db is not None and trade_date:
+                    pub = db.fetchone(
+                        "SELECT dataset, trade_date, state, published_at FROM publications "
+                        "WHERE dataset = ? AND trade_date = ?",
+                        (entry["dataset"], trade_date),
+                    )
+            except Exception:
+                pub = None
+            row["publication"] = pub
+        result.append(row)
+    return result
+
+
+def affected(db: Any, provider: str = "", interface: str = "") -> list[dict[str, Any]]:
+    """Read-only: which datasets/pages are impacted by a given provider (and,
+    optionally, a specific interface) right now. Does not change routing."""
+    provider = str(provider or "").strip()
+    interface = str(interface or "").strip()
+    result: list[dict[str, Any]] = []
+    for entry in DATASETS:
+        providers = _providers_for(entry["primary_source"], entry.get("backup_source"))
+        if provider and provider not in providers:
+            continue
+        row = dict(entry)
+        row["providers"] = providers
+        health: list[dict[str, Any]] = []
+        try:
+            if db is not None:
+                if interface:
+                    health = db.fetchall(
+                        "SELECT provider, interface, state, last_error, last_fallback_reason, "
+                        "consec_failures, updated_at FROM provider_health "
+                        "WHERE provider = ? AND interface = ?",
+                        (provider, interface),
+                    )
+                elif providers:
+                    placeholders = ",".join("?" for _ in providers)
+                    health = db.fetchall(
+                        f"SELECT provider, interface, state, last_error, last_fallback_reason, "
+                        f"consec_failures, updated_at FROM provider_health WHERE provider IN ({placeholders})",
+                        tuple(providers),
+                    )
+        except Exception:
+            health = []
+        row["live_provider_health"] = health
+        result.append(row)
+    return result

xiaobai-datahub/datahub/observability.py

@@ -0,0 +1,319 @@
+"""Side-channel provider-call observability (HEL-543).
+
+This module is additive-only and must never change what any existing call
+returns or raises. It exists purely to answer, after the fact and without
+touching routing: which provider/interface was called, whether it
+succeeded, how stale/complete the payload looked, and why a fallback fired.
+
+Hard rules enforced here:
+
+- Every public entry point (`observe`, `record_call`) is wrapped so that a
+  database failure, a classifier bug, or any other internal error is
+  swallowed and logged at DEBUG level. It never raises into the caller and
+  never delays/blocks the caller's real data path beyond a best-effort
+  timing measurement.
+- `observe()` always returns exactly what `fn()` returned, and re-raises
+  exactly what `fn()` raised (same exception object, unmodified). It does
+  not retry, does not change ordering, and does not add new failure modes.
+- No mock data is ever produced or returned by this module.
+"""
+
+from __future__ import annotations
+
+import re
+import time
+from typing import Any, Callable, TypeVar
+
+from datahub.timeutil import isoformat, now_shanghai
+
+_T = TypeVar("_T")
+
+# Additive-only schema: two new tables, no changes to any existing table.
+# Merged into datahub.db.SCHEMA the same way EXTENDED_SCHEMA is.
+OBS_SCHEMA = """
+CREATE TABLE IF NOT EXISTS provider_call_log (
+  id INTEGER PRIMARY KEY AUTOINCREMENT,
+  provider TEXT NOT NULL,
+  interface TEXT NOT NULL,
+  fetched_at TEXT NOT NULL,
+  latency_ms INTEGER,
+  status TEXT NOT NULL,
+  error TEXT,
+  fallback_reason TEXT,
+  data_age_seconds INTEGER,
+  created_at TEXT NOT NULL
+);
+
+CREATE TABLE IF NOT EXISTS provider_health (
+  provider TEXT NOT NULL,
+  interface TEXT NOT NULL,
+  state TEXT NOT NULL,
+  last_ok_at TEXT,
+  last_error TEXT,
+  last_fallback_reason TEXT,
+  consec_failures INTEGER NOT NULL DEFAULT 0,
+  last_latency_ms INTEGER,
+  last_data_age_seconds INTEGER,
+  updated_at TEXT NOT NULL,
+  PRIMARY KEY (provider, interface)
+);
+
+CREATE INDEX IF NOT EXISTS idx_provider_call_log_created ON provider_call_log(created_at);
+CREATE INDEX IF NOT EXISTS idx_provider_call_log_provider ON provider_call_log(provider, interface, created_at);
+"""
+
+DEFAULT_STALE_SECONDS = 300
+
+_BLOCKED_MARKERS = (
+    "<!doctype", "<html", "expecting value", "verify you are human",
+    "unusual traffic", "captcha", "安全验证", "访问异常", "请完成验证",
+    "拦截", "禁止访问", "forbidden",
+)
+
+# Matches provider messages like "Eastmoney returned 0/3 indices" or
+# "Tencent returned 2/3 indices" (see adapters/eastmoney.py, adapters/tencent.py).
+_COUNT_MISMATCH_RE = re.compile(r"returned (\d+)\s*/\s*(\d+)")
+
+
+def _logger():
+    from datahub.logutil import get_logger
+
+    return get_logger()
+
+
+def is_enabled(db: Any) -> bool:
+    """Runtime kill switch (``Settings.observability_enabled`` /
+    ``DATAHUB_OBSERVABILITY``, wired onto the db handle in ``Hub.__init__``).
+
+    Defaults to enabled when the attribute is absent — e.g. a bare ``HubDB``
+    built directly in a test, or any call site that predates HEL-543 — so
+    this can never accidentally disable an existing deployment. Never
+    raises.
+    """
+    try:
+        return bool(getattr(db, "observability_enabled", True))
+    except Exception:  # pragma: no cover - defensive, must never raise
+        return True
+
+
+def classify_error(message: str) -> tuple[str, str]:
+    """Best-effort, side-reading classification of an exception message.
+
+    Never raises. Unknown shapes fall back to a generic ``error`` status so a
+    classifier miss can never be mistaken for a healthy call.
+    """
+    try:
+        lower = (message or "").lower()
+        if any(marker in lower for marker in _BLOCKED_MARKERS):
+            return "blocked", "response_looks_like_intercept_page"
+        if "timeout" in lower or "timed out" in lower:
+            return "timeout", "request_timeout"
+        mismatch = _COUNT_MISMATCH_RE.search(lower)
+        if mismatch and int(mismatch.group(1)) == 0:
+            return "empty", "empty_or_incomplete_response"
+        if mismatch:
+            return "degraded", "partial_or_mismatched_response"
+        if "empty" in lower or "no intraday chart data" in lower or "missing" in lower:
+            return "empty", "empty_or_incomplete_response"
+        if "too small" in lower or "incomplete" in lower or "mismatch" in lower:
+            return "degraded", "partial_or_mismatched_response"
+        return "error", ""
+    except Exception:  # pragma: no cover - defensive, must never raise
+        return "error", ""
+
+
+def classify_rows(
+    rows: Any,
+    *,
+    required_fields: tuple[str, ...] | None = None,
+    freshness_field: str | None = "quote_time_epoch",
+    max_age_seconds: int = DEFAULT_STALE_SECONDS,
+) -> tuple[str, str, int | None]:
+    """Read-only classification of an already-successful payload.
+
+    Only ever called on a value a caller is about to use as-is; this never
+    mutates ``rows`` and a classifier bug always degrades to ``("ok", "",
+    None)`` rather than mislabeling a real success as a failure.
+    """
+    try:
+        if isinstance(rows, dict):
+            items = [rows] if rows else []
+        elif isinstance(rows, (list, tuple)):
+            items = [item for item in rows if isinstance(item, dict)]
+        else:
+            items = []
+        if not items:
+            return "empty", "no_rows_returned", None
+        if required_fields:
+            missing: set[str] = set()
+            for item in items:
+                for field in required_fields:
+                    if item.get(field) in (None, ""):
+                        missing.add(field)
+            if missing:
+                return "missing_fields", "missing:" + ",".join(sorted(missing)), None
+        data_age: int | None = None
+        if freshness_field:
+            now_epoch = time.time()
+            ages: list[int] = []
+            for item in items:
+                raw = item.get(freshness_field)
+                try:
+                    epoch = int(raw or 0)
+                except (TypeError, ValueError):
+                    epoch = 0
+                if epoch > 0:
+                    ages.append(max(0, int(now_epoch - epoch)))
+            if ages:
+                data_age = max(ages)
+                if data_age > max_age_seconds:
+                    return "stale", "data_age_exceeds_threshold", data_age
+        return "ok", "", data_age
+    except Exception:  # pragma: no cover - defensive, must never raise
+        return "ok", "", None
+
+
+def record_call(
+    db: Any,
+    provider: str,
+    interface: str,
+    *,
+    status: str,
+    latency_ms: int | None = None,
+    error: str = "",
+    fallback_reason: str = "",
+    data_age_seconds: int | None = None,
+) -> None:
+    """Fail-open recorder. Never raises; a write failure here must never be
+    able to take down a real, otherwise-successful data path."""
+    if db is None or not is_enabled(db):
+        return
+    try:
+        now = isoformat(now_shanghai())
+        ok = status == "ok"
+        error_text = (error or "")[:500]
+        reason_text = (fallback_reason or "")[:200]
+        with db.write() as connection:
+            connection.execute(
+                "INSERT INTO provider_call_log("
+                "provider, interface, fetched_at, latency_ms, status, error, "
+                "fallback_reason, data_age_seconds, created_at) "
+                "VALUES (?,?,?,?,?,?,?,?,?)",
+                (provider, interface, now, latency_ms, status, error_text, reason_text, data_age_seconds, now),
+            )
+            connection.execute(
+                """
+                INSERT INTO provider_health(
+                  provider, interface, state, last_ok_at, last_error, last_fallback_reason,
+                  consec_failures, last_latency_ms, last_data_age_seconds, updated_at)
+                VALUES (?,?,?,?,?,?,?,?,?,?)
+                ON CONFLICT(provider, interface) DO UPDATE SET
+                  state = excluded.state,
+                  last_ok_at = CASE WHEN excluded.state = 'ok' THEN excluded.last_ok_at ELSE provider_health.last_ok_at END,
+                  last_error = CASE WHEN excluded.state = 'ok' THEN '' ELSE excluded.last_error END,
+                  last_fallback_reason = excluded.last_fallback_reason,
+                  consec_failures = CASE WHEN excluded.state = 'ok' THEN 0 ELSE provider_health.consec_failures + 1 END,
+                  last_latency_ms = excluded.last_latency_ms,
+                  last_data_age_seconds = excluded.last_data_age_seconds,
+                  updated_at = excluded.updated_at
+                """,
+                (
+                    provider,
+                    interface,
+                    status,
+                    now if ok else None,
+                    "" if ok else (error_text or reason_text or "unknown_error"),
+                    reason_text,
+                    0 if ok else 1,
+                    latency_ms,
+                    data_age_seconds,
+                    now,
+                ),
+            )
+    except Exception:  # pragma: no cover - defensive, must never raise
+        try:
+            _logger().debug(
+                "observability record_call failed (fail-open)",
+                extra={"hub": {"provider": provider, "interface": interface}},
+                exc_info=True,
+            )
+        except Exception:
+            pass
+
+
+def _safe_record_failure(db: Any, provider: str, interface: str, latency_ms: int, exc: BaseException) -> None:
+    if db is None:
+        return
+    try:
+        message = str(exc)
+        status, reason = classify_error(message)
+        record_call(
+            db, provider, interface,
+            status=status, latency_ms=latency_ms, error=message, fallback_reason=reason,
+        )
+    except Exception:  # pragma: no cover - defensive, must never raise
+        pass
+
+
+def _safe_record_success(
+    db: Any,
+    provider: str,
+    interface: str,
+    latency_ms: int,
+    result: Any,
+    classify: Callable[[Any], tuple[str, str, int | None] | None] | None,
+) -> None:
+    if db is None:
+        return
+    status, reason, data_age = "ok", "", None
+    if classify is not None:
+        try:
+            classified = classify(result)
+            if classified:
+                status, reason, data_age = classified
+        except Exception:  # pragma: no cover - defensive, must never raise
+            # A classifier bug must never mislabel (or hide) a real success;
+            # degrade to a plain "ok" call rather than skipping the log.
+            status, reason, data_age = "ok", "", None
+    try:
+        record_call(
+            db, provider, interface,
+            status=status, latency_ms=latency_ms, fallback_reason=reason, data_age_seconds=data_age,
+        )
+    except Exception:  # pragma: no cover - defensive, must never raise
+        pass
+
+
+def observe(
+    db: Any,
+    provider: str,
+    interface: str,
+    fn: Callable[[], _T],
+    *,
+    classify: Callable[[Any], tuple[str, str, int | None] | None] | None = None,
+) -> _T:
+    """Call ``fn()`` and record a side-channel status row.
+
+    Returns exactly what ``fn()`` returns and re-raises exactly what
+    ``fn()`` raises. ``db`` may be ``None`` (e.g. in call sites that are not
+    wired to a database yet); in that case this is a transparent passthrough
+    with no recording at all. Same when the ``DATAHUB_OBSERVABILITY`` kill
+    switch is off (see ``is_enabled``): this becomes ``return fn()`` with no
+    timing, no classification, and no db access whatsoever.
+    """
+    if db is not None and not is_enabled(db):
+        return fn()
+    started = time.perf_counter()
+    try:
+        result = fn()
+    except Exception:
+        latency_ms = round((time.perf_counter() - started) * 1000)
+        import sys
+
+        exc = sys.exc_info()[1]
+        if exc is not None:
+            _safe_record_failure(db, provider, interface, latency_ms, exc)
+        raise
+    latency_ms = round((time.perf_counter() - started) * 1000)
+    _safe_record_success(db, provider, interface, latency_ms, result, classify)
+    return result

xiaobai-datahub/datahub/pipeline.py

@@ -20,6 +20,7 @@ from datahub.governance.ratelimit import TokenBucket
 from datahub.governance.retry import RetryError, retry_call
 from datahub.logutil import get_logger
 from datahub.normalize import finite_number, normalize_daily
+from datahub import observability
 from datahub.revision import (
     compare_fields,
     diff_published_vs_upstream,
@@ -98,6 +99,58 @@ STAGING_INSERT = {
     **EXTENDED_STAGING_INSERT,
 }
 
+# Staging-table business keys (PRIMARY KEY minus the constant batch_id),
+# mirroring the PRIMARY KEY clauses declared in datahub/db.py and
+# datahub/datasets_ext.py. Used only to collapse within-batch duplicates so
+# a single upstream response cannot fail the whole batch on a UNIQUE
+# constraint (HEL-529: 2026-09-14 dc_hot returned 4 duplicate ts_codes and
+# hm_detail 43 duplicate (ts_code, hm_name) keys in one response, which has
+# blocked popularity/dragon_tiger publishing every day since 09-07).
+STAGING_KEY_FIELDS = {
+    "stocks": ("ts_code", "trade_date"),
+    "daily": ("ts_code", "trade_date"),
+    "valuation": ("ts_code", "trade_date"),
+    "moneyflow": ("ts_code", "trade_date"),
+    "auction": ("ts_code", "trade_date"),
+    "index_daily": ("ts_code", "trade_date"),
+    "limit_events": ("ts_code", "trade_date", "limit_type"),
+    "popularity": ("ts_code", "trade_date", "source"),
+    "dragon_tiger": ("ts_code", "trade_date", "hm_name"),
+    "sector_daily": ("ts_code", "trade_date", "family"),
+}
+
+
+def _dedupe_staging_rows(dataset: str, rows: list[dict[str, Any]]) -> list[dict[str, Any]]:
+    """Collapse within-batch duplicates on the staging table's business key.
+
+    Deterministic: keeps the LAST occurrence of each key (the same row the
+    eod copy's INSERT OR REPLACE would keep), preserves first-seen order, and
+    never touches rows across batches. Datasets without a declared business
+    key are returned unchanged.
+    """
+    fields = STAGING_KEY_FIELDS.get(dataset)
+    if not fields:
+        return rows
+    seen: dict[tuple, int] = {}
+    out: list[dict[str, Any]] = []
+    dropped = 0
+    for row in rows:
+        key = tuple(row.get(field) for field in fields)
+        if key in seen:
+            out[seen[key]] = row
+            dropped += 1
+        else:
+            seen[key] = len(out)
+            out.append(row)
+    if dropped:
+        LOGGER.info(
+            "staging dedupe: %s collapsed %d duplicate rows within batch (kept last)",
+            dataset,
+            dropped,
+            extra={"hub": {"dataset": dataset, "deduped": dropped}},
+        )
+    return out
+
 EOD_COPY = {
     "stocks": (
         "INSERT OR REPLACE INTO eod_stocks "
@@ -1438,8 +1491,20 @@ class Pipeline:
         else:
             keys = [(row.get("ts_code"), row.get("trade_date")) for row in rows]
         dup = row_n - len(set(keys))
+        # Extended soft datasets (popularity/dragon_tiger/…) already collapse
+        # within-batch dups in _dedupe_staging_rows before INSERT. Upstream
+        # ths/dc (and similar) routinely emit duplicate business keys; those
+        # collapsed dups must not hard-fail publish (HEL-562). Datasets without
+        # a staging business key — and all hard/core soft gates — still treat
+        # raw duplicate keys as errors.
+        staging_collapses_dups = (
+            dataset in EXTENDED_SOFT_DATASETS and dataset in STAGING_KEY_FIELDS
+        )
         if dup:
-            errors.append(f"duplicate keys: {dup}")
+            if staging_collapses_dups:
+                warnings.append(f"duplicate keys: {dup}")
+            else:
+                errors.append(f"duplicate keys: {dup}")
         bad_date = sum(1 for row in rows if str(row.get("trade_date")) != trade_date)
         if bad_date:
             errors.append(f"date mismatch rows: {bad_date}")
@@ -1458,7 +1523,8 @@ class Pipeline:
         field_report = self._field_gate(dataset, trade_date, rows, errors)
         if dataset in SOFT_DATASETS:
             allow_empty = dataset in {"popularity", "dragon_tiger", "moneyflow", "auction"}
-            hard_fail = bool(dup or bad_date or (empty and not allow_empty))
+            hard_dup = 0 if staging_collapses_dups else dup
+            hard_fail = bool(hard_dup or bad_date or (empty and not allow_empty))
         else:
             hard_fail = bool(errors) and (dataset in HARD_DATASETS or dataset == STOCKS_DATASET)
         report = {
@@ -1634,6 +1700,7 @@ class Pipeline:
                 deleted += cur.rowcount
             connection.execute("DELETE FROM job_runs WHERE started_at < ?", (cutoff_jobs,))
             connection.execute("DELETE FROM src_calls WHERE created_at < ?", (cutoff_jobs,))
+            connection.execute("DELETE FROM provider_call_log WHERE created_at < ?", (cutoff_jobs,))
         return {"staging_deleted": deleted}
 
     def audit(self, actor: str, action: str, target: str = "", detail: str = "") -> None:
@@ -1718,6 +1785,7 @@ class Pipeline:
 
     def _stage(self, dataset: str, batch_id: str, rows: list[dict[str, Any]]) -> None:
         sql, mapper = STAGING_INSERT[dataset]
+        rows = _dedupe_staging_rows(dataset, rows)
         with self.db.write() as connection:
             connection.execute(
                 f"DELETE FROM {DATASET_TABLES[dataset][1]} WHERE batch_id = ?",
@@ -1768,6 +1836,18 @@ class Pipeline:
             "INSERT INTO src_calls(provider, endpoint, ok, latency_ms, error, created_at) VALUES (?,?,?,?,?,?)",
             ("tushare", endpoint, 1 if ok else 0, latency_ms, error, isoformat(self.clock())),
         )
+        # HEL-543 side channel: unified cross-provider call log/health. Kept
+        # strictly additive and fail-open; the src_calls insert above (the
+        # existing, already-compatible Tushare record) is unaffected either
+        # way.
+        if ok:
+            status, reason = "ok", ""
+        else:
+            status, reason = observability.classify_error(error)
+        observability.record_call(
+            self.db, "tushare", endpoint,
+            status=status, latency_ms=latency_ms, error=error, fallback_reason=reason,
+        )
 
     def _persist_health(self, state: str, error: str = "") -> None:
         snap = self.breaker.snapshot()

xiaobai-datahub/datahub/realtime_serve.py

@@ -18,6 +18,7 @@ from datahub.adapters.tencent import TencentAdapter
 from datahub.codes import resolve_code
 from datahub.db import HubDB
 from datahub.governance.lkg import LastKnownGood
+from datahub import observability
 from datahub.timeutil import isoformat, now_shanghai, yyyymmdd
 
 QUOTE_TTL = 60
@@ -25,6 +26,23 @@ INDEX_TTL = 60
 INTRADAY_TTL = 20
 QUOTE_BATCH = 60
 
+# HEL-543 side-channel classifiers. These only *read* an already-successful
+# payload to decide what to log; they never change the payload itself and a
+# classifier exception always degrades to "ok" (see observability.classify_rows).
+
+
+def _classify_quote_rows(rows: Any) -> tuple[str, str, int | None]:
+    return observability.classify_rows(rows, freshness_field="quote_time_epoch")
+
+
+def _classify_rows_no_freshness(rows: Any) -> tuple[str, str, int | None]:
+    return observability.classify_rows(rows, freshness_field=None)
+
+
+def _classify_intraday_payload(data: Any) -> tuple[str, str, int | None]:
+    points = data.get("points") if isinstance(data, dict) else None
+    return observability.classify_rows(points or [], freshness_field=None)
+
 
 class RealtimeApiError(RuntimeError):
     def __init__(self, code: str, message: str) -> None:
@@ -44,12 +62,17 @@ def fetch_index_quotes(db: HubDB) -> dict[str, Any]:
     cached = _read_cache(db, cache_key)
     if cached is not None:
         return cached
-    eastmoney = EastmoneyAdapter()
     try:
-        rows = eastmoney.fetch_indices()
+        rows = observability.observe(
+            db, "eastmoney", "indices", lambda: EastmoneyAdapter().fetch_indices(),
+            classify=_classify_quote_rows,
+        )
         source = "eastmoney:ulist"
     except Exception:
-        rows = TencentAdapter().fetch_indices()
+        rows = observability.observe(
+            db, "tencent", "indices", lambda: TencentAdapter().fetch_indices(),
+            classify=_classify_quote_rows,
+        )
         source = "tencent:qt"
     if len(rows) < 3:
         raise RealtimeApiError("SOURCE_UNAVAILABLE", "index quotes incomplete")
@@ -77,7 +100,10 @@ def fetch_market_quotes(db: HubDB) -> dict[str, Any]:
     rows: list[dict[str, Any]] = []
     source = ""
     try:
-        rows = EastmoneyAdapter().fetch_market_quotes()
+        rows = observability.observe(
+            db, "eastmoney", "market_quotes", lambda: EastmoneyAdapter().fetch_market_quotes(),
+            classify=_classify_quote_rows,
+        )
         source = "eastmoney:clist"
     except Exception as exc:
         errors.append(f"eastmoney:{exc}")
@@ -85,7 +111,10 @@ def fetch_market_quotes(db: HubDB) -> dict[str, Any]:
             listed = _listed_ts_codes(db)
             if not listed:
                 raise AdapterError("no local stock master for tencent market snapshot")
-            rows = _tencent_named_quotes(listed)
+            rows = observability.observe(
+                db, "tencent", "market_quotes_fallback", lambda: _tencent_named_quotes(listed),
+                classify=_classify_quote_rows,
+            )
             if len(rows) < 200:
                 raise AdapterError(f"Tencent market snapshot too small: {len(rows)}")
             source = "tencent:qt"
@@ -130,7 +159,10 @@ def fetch_quotes(db: HubDB, codes: list[str]) -> dict[str, Any]:
 
     missing = [code for code in resolved if code not in by_code]
     try:
-        rows = _eastmoney_named_quotes(missing)
+        rows = observability.observe(
+            db, "eastmoney", "named_quotes", lambda: _eastmoney_named_quotes(missing),
+            classify=_classify_quote_rows,
+        )
         by_code.update(_quote_map(rows, missing))
         if rows:
             sources.append("eastmoney:ulist")
@@ -140,7 +172,10 @@ def fetch_quotes(db: HubDB, codes: list[str]) -> dict[str, Any]:
     missing = [code for code in resolved if code not in by_code]
     if missing:
         try:
-            rows = _tencent_named_quotes(missing)
+            rows = observability.observe(
+                db, "tencent", "named_quotes", lambda: _tencent_named_quotes(missing),
+                classify=_classify_quote_rows,
+            )
             by_code.update(_quote_map(rows, missing))
             if rows:
                 sources.append("tencent:qt")
@@ -203,7 +238,10 @@ def fetch_sector_quote(db: HubDB, code: str, expected_date: str = "") -> dict[st
         return cached
     errors: list[str] = []
     try:
-        row = EastmoneyAdapter().fetch_shenwan_quote(ts_code)
+        row = observability.observe(
+            db, "eastmoney", "sector_quote", lambda: EastmoneyAdapter().fetch_shenwan_quote(ts_code),
+            classify=_classify_quote_rows,
+        )
         if not _sector_row_matches(row, canonical_name):
             raise AdapterError(
                 f"industry name mismatch: expected {canonical_name}, got {row.get('name') or '--'}"
@@ -270,7 +308,10 @@ def fetch_limit_pool(db: HubDB, trade_date: str = "") -> dict[str, Any]:
     if cached is not None:
         return cached
     try:
-        rows = EastmoneyAdapter().fetch_limit_pool(day)
+        rows = observability.observe(
+            db, "eastmoney", "limit_pool", lambda: EastmoneyAdapter().fetch_limit_pool(day),
+            classify=_classify_rows_no_freshness,
+        )
         source = "eastmoney:zt_pool"
     except Exception as exc:
         recovered = _load_quotes_lkg(db, cache_key)
@@ -530,7 +571,10 @@ def warm_realtime(db: HubDB) -> dict[str, Any]:
             if master_code and master_name:
                 canonical_names.setdefault(master_code, master_name)
         codes = list(canonical_names)
-        fetched_sector_rows = _eastmoney_sector_quotes(codes)
+        fetched_sector_rows = observability.observe(
+            db, "eastmoney", "sector_quotes_batch", lambda: _eastmoney_sector_quotes(codes),
+            classify=_classify_quote_rows,
+        )
         for row in fetched_sector_rows:
             if _row_quote_date(row, today) != today:
                 continue
@@ -588,7 +632,10 @@ def fetch_intraday(db: HubDB, code: str, date: str = "") -> dict[str, Any]:
         return cached
     adapter = EastmoneyAdapter()
     try:
-        payload_data = adapter.fetch_intraday(ts_code, date)
+        payload_data = observability.observe(
+            db, "eastmoney", "intraday", lambda: adapter.fetch_intraday(ts_code, date),
+            classify=_classify_intraday_payload,
+        )
         source = "eastmoney:trends2"
     except Exception as exc:
         recovered = _load_intraday_lkg(db, ts_code, date)

xiaobai-datahub/datahub/settings.py

@@ -24,7 +24,12 @@ class Settings:
     port: int = 8766
     encryption_key: str = ""
     api_token: str = ""
-    admin_password: str = ""
+    # HEL-560: the console has no accounts of its own. It verifies the review
+    # site's session over the bridge, so it needs the site's internal base URL,
+    # the shared bridge token, and the browser-reachable site URL for redirects.
+    review_base_url: str = ""
+    review_public_url: str = ""
+    hub_admin_token: str = ""
     tushare_token: str = ""
     ifind_refresh_token: str = ""
     ifind_access_token: str = ""
@@ -33,6 +38,11 @@ class Settings:
     quality: dict[str, Any] = field(default_factory=dict)
     log_level: str = "INFO"
     scheduler_enabled: bool = True
+    # HEL-543 kill switch: off disables the provider_call_log/provider_health
+    # side channel entirely (observe()/record_call() become no-ops and the
+    # new read-only admin endpoints report {"enabled": false}). Default on;
+    # existing routing/fetch/publish behavior is identical either way.
+    observability_enabled: bool = True
 
     @property
     def tushare_rate_per_minute(self) -> int:
@@ -117,7 +127,9 @@ def load_settings(
         port=int(environ.get("DATAHUB_PORT") or 8766),
         encryption_key=str(environ.get("DATAHUB_ENCRYPTION_KEY") or "").strip(),
         api_token=str(environ.get("DATAHUB_TOKEN") or "").strip(),
-        admin_password=str(environ.get("DATAHUB_ADMIN_PASSWORD") or "").strip(),
+        review_base_url=str(environ.get("REVIEW_BASE_URL") or "http://xiaobai-review:8765").strip(),
+        review_public_url=str(environ.get("REVIEW_PUBLIC_URL") or "").strip(),
+        hub_admin_token=str(environ.get("HUB_ADMIN_TOKEN") or "").strip(),
         tushare_token=str(environ.get("TUSHARE_TOKEN") or "").strip(),
         ifind_refresh_token=str(environ.get("IFIND_REFRESH_TOKEN") or "").strip(),
         ifind_access_token=str(environ.get("IFIND_ACCESS_TOKEN") or "").strip(),
@@ -126,4 +138,5 @@ def load_settings(
         quality=_load_quality(quality_path),
         log_level=environ.get("DATAHUB_LOG_LEVEL") or "INFO",
         scheduler_enabled=str(environ.get("DATAHUB_SCHEDULER") or "1") not in {"0", "false", "False"},
+        observability_enabled=str(environ.get("DATAHUB_OBSERVABILITY") or "1") not in {"0", "false", "False", "off", "OFF"},
     )

xiaobai-datahub/datahub/siteauth.py

@@ -0,0 +1,179 @@
+from __future__ import annotations
+
+import hashlib
+import hmac
+import json
+import threading
+import time
+import urllib.error
+import urllib.request
+from typing import Any
+
+from datahub.logutil import get_logger
+
+LOGGER = get_logger()
+
+SITE_SESSION_COOKIE = "xiaobai_session"
+VERIFY_CACHE_SECONDS = 20.0
+BRIDGE_TIMEOUT_SECONDS = 6.0
+
+
+class SiteBridgeError(RuntimeError):
+    """The review site could not answer a bridge call.
+
+    ``status`` carries the review site's HTTP status when it answered with one.
+    A 4xx there means the operator's input was rejected (bad API key, invalid
+    model id), which must not surface here as a console fault.
+    """
+
+    def __init__(self, message: str, status: int = 0) -> None:
+        super().__init__(message)
+        self.status = status
+
+    @property
+    def caller_fault(self) -> bool:
+        return 400 <= self.status < 500
+
+
+class SiteBridge:
+    """Service-to-service client for the review site's ``/api/hub-admin/*`` endpoints.
+
+    The shared ``HUB_ADMIN_TOKEN`` is the only credential; the review site
+    checks it before any handler runs, so nothing here needs a browser session.
+    """
+
+    def __init__(self, base_url: str, token: str, timeout: float = BRIDGE_TIMEOUT_SECONDS) -> None:
+        self.base_url = (base_url or "").rstrip("/")
+        self.token = token or ""
+        self.timeout = timeout
+
+    @property
+    def configured(self) -> bool:
+        return bool(self.base_url and self.token)
+
+    def call(self, path: str, payload: dict[str, Any] | None = None) -> dict[str, Any]:
+        if not self.configured:
+            raise SiteBridgeError("主站桥接未配置：请设置 REVIEW_BASE_URL 与 HUB_ADMIN_TOKEN")
+        body = json.dumps(payload or {}, ensure_ascii=False).encode("utf-8")
+        request = urllib.request.Request(
+            f"{self.base_url}{path}",
+            data=body,
+            method="POST",
+            headers={
+                "Content-Type": "application/json; charset=utf-8",
+                "X-Hub-Admin-Token": self.token,
+            },
+        )
+        try:
+            with urllib.request.urlopen(request, timeout=self.timeout) as response:
+                raw = response.read()
+        except urllib.error.HTTPError as exc:
+            detail = _error_detail(exc.read())
+            raise SiteBridgeError(detail or f"主站返回 {exc.code}", exc.code) from exc
+        except (urllib.error.URLError, TimeoutError, OSError) as exc:
+            raise SiteBridgeError(f"主站不可达：{exc}") from exc
+        try:
+            parsed = json.loads(raw.decode("utf-8"))
+        except (UnicodeDecodeError, json.JSONDecodeError) as exc:
+            raise SiteBridgeError("主站返回的不是合法 JSON") from exc
+        if not isinstance(parsed, dict):
+            raise SiteBridgeError("主站返回的不是合法 JSON")
+        if parsed.get("error"):
+            raise SiteBridgeError(str(parsed["error"]))
+        return parsed
+
+
+def _error_detail(raw: bytes) -> str:
+    try:
+        parsed = json.loads(raw.decode("utf-8"))
+    except (UnicodeDecodeError, json.JSONDecodeError):
+        return ""
+    if isinstance(parsed, dict) and parsed.get("error"):
+        return str(parsed["error"])
+    return ""
+
+
+class SiteAuth:
+    """Admin gate for the console: the review site owns accounts, we only verify.
+
+    The console has no accounts of its own. Every request carries the review
+    site's ``xiaobai_session`` cookie (same host, different port, so the browser
+    sends it), which we hand to the site for verification. Results are cached
+    for a few seconds so a page full of panels does not fan out one bridge call
+    per request.
+
+    CSRF is stateless: the token is an HMAC of the session token under a server
+    secret, so it is unguessable without the secret yet needs no storage and
+    stays valid exactly as long as the session does.
+    """
+
+    def __init__(self, bridge: SiteBridge, secret: str, cache_seconds: float = VERIFY_CACHE_SECONDS) -> None:
+        self.bridge = bridge
+        self._secret = (secret or "").encode("utf-8")
+        self._cache_seconds = cache_seconds
+        self._cache: dict[str, tuple[float, dict[str, Any] | None]] = {}
+        self._lock = threading.Lock()
+
+    def verify(self, session_token: str) -> dict[str, Any] | None:
+        if not session_token:
+            return None
+        key = hashlib.sha256(session_token.encode("utf-8")).hexdigest()
+        now = time.monotonic()
+        with self._lock:
+            cached = self._cache.get(key)
+            if cached and cached[0] > now:
+                return cached[1]
+        user = self._verify_remote(session_token)
+        with self._lock:
+            self._cache[key] = (now + self._cache_seconds, user)
+            if len(self._cache) > 256:
+                self._prune(now)
+        return user
+
+    def _prune(self, now: float) -> None:
+        for cached_key in [key for key, (expires, _) in self._cache.items() if expires <= now]:
+            self._cache.pop(cached_key, None)
+
+    def _verify_remote(self, session_token: str) -> dict[str, Any] | None:
+        payload = self.bridge.call("/api/hub-admin/session", {"session_token": session_token})
+        if not payload.get("authenticated"):
+            return None
+        user = payload.get("user") or {}
+        return {
+            "id": int(user.get("id") or 0),
+            "username": str(user.get("username") or ""),
+            "role": str(user.get("role") or "user"),
+            "is_admin": bool(user.get("is_admin")),
+        }
+
+    def invalidate(self, session_token: str) -> None:
+        key = hashlib.sha256(session_token.encode("utf-8")).hexdigest()
+        with self._lock:
+            self._cache.pop(key, None)
+
+    def csrf_token(self, session_token: str) -> str:
+        digest = hashlib.sha256(session_token.encode("utf-8")).digest()
+        return hmac.new(self._secret, digest, hashlib.sha256).hexdigest()
+
+    def check_csrf(self, session_token: str, supplied: str) -> bool:
+        if not supplied:
+            return False
+        return hmac.compare_digest(self.csrf_token(session_token), supplied)
+
+    def logout(self, session_token: str) -> None:
+        self.invalidate(session_token)
+        if not session_token:
+            return
+        try:
+            self.bridge.call("/api/hub-admin/session/logout", {"session_token": session_token})
+        except SiteBridgeError:
+            LOGGER.warning("site logout bridge call failed")
+
+    def confirm_password(self, user_id: int, password: str) -> bool:
+        if not password:
+            return False
+        payload = self.bridge.call(
+            "/api/hub-admin/password/check",
+            {"user_id": int(user_id), "password": password},
+        )
+        return bool(payload.get("verified"))

xiaobai-datahub/datahub/siteconsole.py

@@ -0,0 +1,172 @@
+from __future__ import annotations
+
+from typing import Any
+
+from datahub.serving import ApiError
+from datahub.siteauth import SiteBridge, SiteBridgeError
+
+VENDOR_PRESETS: tuple[dict[str, str], ...] = (
+    {"id": "openai", "label": "OpenAI", "base_url": "https://api.openai.com/v1"},
+    {"id": "deepseek", "label": "DeepSeek", "base_url": "https://api.deepseek.com/v1"},
+    {"id": "moonshot", "label": "Moonshot", "base_url": "https://api.moonshot.cn/v1"},
+    {"id": "dashscope", "label": "阿里云百炼", "base_url": "https://dashscope.aliyuncs.com/compatible-mode/v1"},
+    {"id": "zhipu", "label": "智谱 GLM", "base_url": "https://open.bigmodel.cn/api/paas/v4"},
+    {"id": "siliconflow", "label": "SiliconFlow", "base_url": "https://api.siliconflow.cn/v1"},
+)
+
+
+class SiteConsole:
+    """Console-side view of the data the review site still owns.
+
+    The model pool, member roster and invite codes live in the review site's
+    database — this console reads and writes them over the bridge instead of
+    copying them, so there is exactly one source of truth. Every method turns a
+    bridge failure into an ``ApiError`` the console frontend already knows how
+    to render.
+    """
+
+    def __init__(self, bridge: SiteBridge) -> None:
+        self.bridge = bridge
+
+    def _call(self, path: str, payload: dict[str, Any] | None = None) -> dict[str, Any]:
+        try:
+            return self.bridge.call(path, payload)
+        except SiteBridgeError as exc:
+            # 主站因入参不合法而拒绝（Key 不对、模型 ID 不合法）是操作者的问题，
+            # 照原样退回 400；只有主站真的不可达才算中枢侧不可用。
+            code = "INVALID_ARGUMENT" if exc.caller_fault else "SOURCE_UNAVAILABLE"
+            raise ApiError(code, str(exc)) from exc
+
+    # ---------------------------------------------------------------- models
+    def models(self) -> dict[str, Any]:
+        payload = self._call("/api/hub-admin/status")
+        llm = payload.get("llm") or {}
+        models = list(llm.get("models") or [])
+        return {
+            "vendors": [dict(preset) for preset in VENDOR_PRESETS],
+            "groups": _group_by_vendor(models),
+            "primary_model_id": str(llm.get("primary_model_id") or ""),
+            "fallback_model_id": str(llm.get("fallback_model_id") or ""),
+            "models": models,
+        }
+
+    def save_models(self, body: dict[str, Any]) -> dict[str, Any]:
+        payload: dict[str, Any] = {}
+        if "models" in body:
+            payload["models"] = body.get("models") or []
+        for key in ("primary_model_id", "fallback_model_id"):
+            if key in body:
+                payload[key] = str(body.get(key) or "")
+        if not payload:
+            raise ApiError("INVALID_ARGUMENT", "没有需要保存的模型配置")
+        self._call("/api/hub-admin/settings/save", payload)
+        return self.models()
+
+    def test_model(self, body: dict[str, Any]) -> dict[str, Any]:
+        payload = self._call(
+            "/api/hub-admin/settings/test",
+            {"model_id": str(body.get("model_id") or ""), "profile": body.get("profile") or {}},
+        )
+        return {"result": payload.get("result") or {}}
+
+    def fetch_models(self, body: dict[str, Any]) -> dict[str, Any]:
+        base_url = str(body.get("base_url") or "").strip()
+        if not base_url:
+            raise ApiError("INVALID_ARGUMENT", "请先填写供应商接口地址")
+        payload = self._call(
+            "/api/hub-admin/models/fetch",
+            {"base_url": base_url, "api_key": str(body.get("api_key") or "")},
+        )
+        return {"models": payload.get("models") or []}
+
+    # --------------------------------------------------------------- members
+    def members(self) -> dict[str, Any]:
+        payload = self._call("/api/hub-admin/members")
+        return {
+            "users": payload.get("users") or [],
+            "membership": payload.get("membership") or {},
+        }
+
+    def save_member(self, body: dict[str, Any]) -> dict[str, Any]:
+        payload = dict(body or {})
+        if not payload:
+            raise ApiError("INVALID_ARGUMENT", "没有需要保存的会员设置")
+        self._call("/api/hub-admin/membership/save", payload)
+        return self.members()
+
+    def save_quota(self, body: dict[str, Any]) -> dict[str, Any]:
+        """Daily call quota is a system setting, not a per-user membership row."""
+        try:
+            limit = int(body.get("member_daily_limit") or 0)
+        except (TypeError, ValueError) as exc:
+            raise ApiError("INVALID_ARGUMENT", "每日调用额度必须是整数") from exc
+        if limit < 1:
+            raise ApiError("INVALID_ARGUMENT", "每日调用额度至少为 1")
+        self._call("/api/hub-admin/settings/save", {"member_daily_limit": limit})
+        return self.members()
+
+    # --------------------------------------------------------------- invites
+    def invites(self) -> dict[str, Any]:
+        payload = self._call("/api/hub-admin/invites")
+        return {"summary": payload.get("summary") or {}, "codes": payload.get("codes") or []}
+
+    def create_invites(self, body: dict[str, Any], created_by: int) -> dict[str, Any]:
+        payload = self._call(
+            "/api/hub-admin/invites/create",
+            {
+                "count": body.get("count") or 1,
+                "note": str(body.get("note") or ""),
+                "created_by": int(created_by or 0),
+            },
+        )
+        # `created` carries the plaintext codes and is the only moment they are
+        # ever returned; the list under `codes` is the masked roster.
+        return {
+            "created": payload.get("created") or [],
+            "summary": payload.get("summary") or {},
+            "codes": payload.get("codes") or [],
+        }
+
+    def revoke_invite(self, body: dict[str, Any]) -> dict[str, Any]:
+        reference = str(body.get("code_id") or body.get("code") or "").strip()
+        if not reference:
+            raise ApiError("INVALID_ARGUMENT", "请选择要作废的邀请码")
+        self._call("/api/hub-admin/invites/revoke", {"code_id": reference})
+        return self.invites()
+
+
+def _group_by_vendor(models: list[dict[str, Any]]) -> list[dict[str, Any]]:
+    """Bucket a flat model list by base URL so the console can render vendors.
+
+    The review site stores one row per model with its own base URL; the console
+    shows vendors with their models nested, so the base URL is the grouping key
+    and the preset table only supplies a friendly label when it recognises one.
+    """
+    labels = {preset["base_url"]: preset["label"] for preset in VENDOR_PRESETS}
+    order: list[str] = []
+    buckets: dict[str, list[dict[str, Any]]] = {}
+    for model in models:
+        base_url = str(model.get("base_url") or "").strip()
+        if base_url not in buckets:
+            buckets[base_url] = []
+            order.append(base_url)
+        buckets[base_url].append(model)
+    groups: list[dict[str, Any]] = []
+    for base_url in order:
+        entries = buckets[base_url]
+        configured = next((entry for entry in entries if entry.get("api_key_last4")), None)
+        groups.append(
+            {
+                "base_url": base_url,
+                "label": labels.get(base_url) or _vendor_label(base_url),
+                "configured": any(entry.get("configured") for entry in entries),
+                "key_last4": str((configured or {}).get("api_key_last4") or ""),
+                "models": entries,
+            }
+        )
+    return groups
+
+
+def _vendor_label(base_url: str) -> str:
+    host = base_url.split("//")[-1].split("/")[0]
+    return host or "自定义供应商"

xiaobai-datahub/datahub/source_catalog.py

@@ -0,0 +1,196 @@
+"""Minimal, read-only source directory (HEL-543).
+
+Registers what already exists: providers, their concrete interfaces, what
+capability/dataset each interface serves, and whether the provider plays a
+primary or backup role. This module only *describes* the current adapters
+and datasets already wired in `datahub/hub.py`, `datahub/serving.py`, and
+`datahub/realtime_serve.py`; it does not add a way to configure or add a new
+source without code, and it never changes routing, retries, or fallback
+order.
+
+Every ``interfaces`` entry below is a docs-as-code mirror of a real call
+site, cross-referenced in comments so a reviewer can verify each row is
+accurate rather than aspirational:
+
+- tushare interfaces mirror ``datahub/serving.py``'s ``_official_meta``/``source=``
+  strings and ``datahub/steward.py``'s live/published dataset table.
+- eastmoney/tencent interfaces mirror the ``observability.observe(...)``
+  call sites added in ``datahub/realtime_serve.py`` for HEL-543.
+- ifind interfaces mirror ``datahub/steward.py``'s ``IFIND_APIS`` table.
+"""
+
+from __future__ import annotations
+
+from typing import Any
+
+CATALOG: list[dict[str, Any]] = [
+    {
+        "provider": "tushare",
+        "label": "Tushare",
+        "role": "official_primary",
+        "credential_key": "tushare_token",
+        "status_source": "src_health (legacy, kept) + provider_health (unified, HEL-543)",
+        "interfaces": [
+            {"interface": "trade_cal", "capability": "交易日历", "datasets": ["calendar"], "group": "日历 / 主档"},
+            {"interface": "stock_basic", "capability": "股票主档", "datasets": ["stocks"], "group": "日历 / 主档"},
+            {"interface": "daily", "capability": "个股日K", "datasets": ["daily"], "group": "盘后 A 批"},
+            {"interface": "adj_factor", "capability": "复权因子", "datasets": ["daily"], "group": "盘后 A 批"},
+            {"interface": "daily_basic", "capability": "估值", "datasets": ["valuation"], "group": "盘后 A 批"},
+            {"interface": "index_daily", "capability": "指数日K", "datasets": ["index_daily"], "group": "指数 B 批"},
+            {"interface": "moneyflow", "capability": "资金流", "datasets": ["moneyflow"], "group": "盘后 A 批"},
+            {"interface": "stk_auction", "capability": "集合竞价", "datasets": ["auction"], "group": "盘后 A 批"},
+            {"interface": "limit_list_d", "capability": "涨跌停池", "datasets": ["limit_events"], "group": "扩展软批"},
+            {"interface": "ths_hot", "capability": "同花顺人气榜", "datasets": ["popularity"], "group": "扩展软批"},
+            {"interface": "dc_hot", "capability": "东方财富人气榜", "datasets": ["popularity"], "group": "扩展软批"},
+            {"interface": "hm_detail", "capability": "龙虎榜游资明细", "datasets": ["dragon_tiger"], "group": "扩展软批"},
+            {"interface": "ths_daily", "capability": "同花顺概念行情", "datasets": ["sector_daily"], "group": "扩展软批"},
+            {"interface": "dc_index", "capability": "东方财富板块行情", "datasets": ["sector_daily"], "group": "扩展软批"},
+            {"interface": "sw_daily", "capability": "申万行业行情", "datasets": ["sector_daily"], "group": "扩展软批"},
+        ],
+    },
+    {
+        "provider": "eastmoney",
+        "label": "东方财富",
+        "role": "provisional_primary",
+        "credential_key": None,
+        "status_source": "provider_health (unified, HEL-543)",
+        "interfaces": [
+            {"interface": "indices", "capability": "指数实时报价", "datasets": ["index_quotes"], "group": "实时快照"},
+            {"interface": "market_quotes", "capability": "全市场实时快照", "datasets": ["quotes_latest"], "group": "实时快照"},
+            {"interface": "named_quotes", "capability": "指定个股实时报价", "datasets": ["quotes_latest"], "group": "实时快照"},
+            {"interface": "sector_quote", "capability": "申万板块实时报价(单个)", "datasets": ["sectors_quote"], "group": "实时快照"},
+            {"interface": "sector_quotes_batch", "capability": "申万板块批量报价(预热)", "datasets": ["sectors_quote"], "group": "实时快照"},
+            {"interface": "limit_pool", "capability": "涨停/炸板池(盘中)", "datasets": ["limit_pool"], "group": "实时快照"},
+            {"interface": "intraday", "capability": "分时走势", "datasets": ["intraday_points"], "group": "实时快照"},
+        ],
+    },
+    {
+        "provider": "tencent",
+        "label": "腾讯行情",
+        "role": "provisional_backup",
+        "credential_key": None,
+        "status_source": "provider_health (unified, HEL-543)",
+        "interfaces": [
+            {"interface": "indices", "capability": "指数实时报价(东财失败时备用)", "datasets": ["index_quotes"], "group": "实时备援"},
+            {
+                "interface": "market_quotes_fallback",
+                "capability": "全市场快照(备用；按本地股票主档逐只请求拼接)",
+                "datasets": ["quotes_latest"],
+                "group": "实时备援",
+            },
+            {"interface": "named_quotes", "capability": "指定个股实时报价(东财失败时备用)", "datasets": ["quotes_latest"], "group": "实时备援"},
+        ],
+    },
+    {
+        "provider": "ifind",
+        "label": "同花顺 iFinD",
+        "role": "licensed_optional",
+        "credential_key": "ifind_refresh_token",
+        "status_source": "provider_health (unified, HEL-543) + adapter.status()",
+        "interfaces": [
+            {"interface": "wencai", "capability": "问财自然语言选股", "datasets": ["ifind_wencai"], "group": "预留接口"},
+            {"interface": "snapshots", "capability": "快照", "datasets": ["ifind_snapshots"], "group": "预留接口"},
+            {"interface": "history", "capability": "历史行情", "datasets": ["ifind_history"], "group": "预留接口"},
+            {"interface": "realtime", "capability": "实时行情", "datasets": ["ifind_realtime"], "group": "预留接口"},
+            {"interface": "intraday", "capability": "分时(高频)", "datasets": ["ifind_intraday"], "group": "预留接口"},
+        ],
+    },
+    {
+        "provider": "ths",
+        "label": "同花顺(预留)",
+        "role": "reserved",
+        "credential_key": None,
+        "status_source": "adapter.probe()（占位，本阶段未接入真实数据）",
+        "interfaces": [],
+    },
+    {
+        "provider": "xgb",
+        "label": "选股宝(预留)",
+        "role": "reserved",
+        "credential_key": None,
+        "status_source": "adapter.probe()（占位，本阶段未接入真实数据）",
+        "interfaces": [],
+    },
+    {
+        "provider": "akshare",
+        "label": "AKShare(预留)",
+        "role": "reserved",
+        "credential_key": None,
+        "status_source": "adapter.probe()（占位，本阶段未接入真实数据）",
+        "interfaces": [],
+    },
+]
+
+
+def snapshot(db: Any, auth: Any = None) -> list[dict[str, Any]]:
+    """Merge the static catalog with live credential/health facts.
+
+    Purely read-only: never touches routing, credentials, or adapters. Any
+    failure while enriching one entry only degrades that entry's live data;
+    it never drops the entry or raises, so a directory read can never break
+    on a partially-unhealthy database.
+    """
+    result: list[dict[str, Any]] = []
+    for entry in CATALOG:
+        item: dict[str, Any] = {
+            "provider": entry["provider"],
+            "label": entry.get("label", entry["provider"]),
+            "role": entry["role"],
+            "status_source": entry["status_source"],
+            "interfaces": [dict(i) for i in entry.get("interfaces", [])],
+        }
+        cred_key = entry.get("credential_key")
+        if cred_key:
+            cred = None
+            try:
+                if auth is not None:
+                    cred = auth.credential_status(cred_key)
+            except Exception:
+                cred = None
+            item["credential"] = cred or {"configured": False, "last4": "", "updated_at": ""}
+        else:
+            item["credential"] = {"configured": True, "last4": "", "updated_at": "", "note": "无需凭证"}
+        health_rows: list[dict[str, Any]] = []
+        try:
+            if db is not None:
+                health_rows = db.fetchall(
+                    "SELECT interface, state, last_ok_at, last_error, last_fallback_reason, "
+                    "consec_failures, last_latency_ms, last_data_age_seconds, updated_at "
+                    "FROM provider_health WHERE provider = ? ORDER BY interface",
+                    (entry["provider"],),
+                )
+        except Exception:
+            health_rows = []
+        item["live_interfaces"] = health_rows
+        # HEL-529 fix 3: 已登记 ≠ 已观测 ≠ 健康。观测记录有两种真实写法：
+        # eastmoney/tencent 的 observe() 直接写接口名；tushare 官方管线
+        # _log_call() 写的是数据集名（如 daily_basic 接口对应的数据集
+        # valuation）。这里按「接口名 或 该接口声明的 datasets 之一」双向
+        # 匹配，并为每个接口标注观测依据，禁止把"暂无观测"显示成"未配置"。
+        by_interface = {str(row["interface"]): row for row in health_rows}
+        for iface in item["interfaces"]:
+            row = by_interface.get(str(iface["interface"]))
+            basis = "interface" if row is not None else ""
+            if row is None:
+                for dataset in iface.get("datasets", []):
+                    candidate = by_interface.get(str(dataset))
+                    if candidate is not None:
+                        row = candidate
+                        basis = "dataset"
+                        break
+            if row is None:
+                iface["observed"] = False
+                iface["observed_basis"] = ""
+                iface["observed_state"] = ""
+                iface["observed_at"] = ""
+                iface["observed_latency_ms"] = None
+                iface["observed_note"] = ""
+            else:
+                iface["observed"] = True
+                iface["observed_basis"] = basis
+                iface["observed_state"] = str(row["state"] or "")
+                iface["observed_at"] = str(row["last_ok_at"] or row["updated_at"] or "")
+                iface["observed_latency_ms"] = row["last_latency_ms"]
+                iface["observed_note"] = str(row["last_error"] or row["last_fallback_reason"] or "")
+        result.append(item)
+    return result

xiaobai-datahub/datahub/steward.py

@@ -12,6 +12,7 @@ from typing import Any
 
 from datahub.adapters.base import AdapterError
 from datahub.adapters.tushare import TUSHARE_FIELDS
+from datahub import observability
 from datahub.numbers import finite_number
 from datahub.realtime_serve import (
     RealtimeApiError,
@@ -152,8 +153,12 @@ def _ifind_query(api, api_name: str, params: dict[str, Any], fields: str) -> dic
         )
     if not adapter.configured:
         raise ApiError("SOURCE_UNAVAILABLE", "iFinD 尚未配置")
+    db = getattr(api, "db", None)
     try:
-        rows = adapter.fetch(dataset, dict(params))
+        rows = observability.observe(
+            db, "ifind", dataset, lambda: adapter.fetch(dataset, dict(params)),
+            classify=lambda r: observability.classify_rows(r, freshness_field=None),
+        )
     except AdapterError as exc:
         raise ApiError("SOURCE_UNAVAILABLE", str(exc)) from exc
     return envelope(

xiaobai-datahub/tests/fixtures.py

@@ -113,3 +113,51 @@ def fake_transport(api_name: str, params: dict, fields: str):
         if limit_type:
             rows = [row for row in rows if str(row.get("limit_type") or "") == limit_type]
     return rows
+
+
+class StubSiteAuth:
+    """Stand-in for the review-site session bridge.
+
+    The console verifies operators against the review site over HTTP, which
+    tests must not depend on. This stub answers from a fixed session -> user
+    map and keeps the same stateless-HMAC CSRF contract as the real service, so
+    tests exercise the console's own gate rather than the network hop.
+    """
+
+    SESSION = "site-session-token"
+    ADMIN = {"id": 1, "username": "admin", "role": "admin", "is_admin": True}
+    MEMBER = {"id": 2, "username": "member", "role": "user", "is_admin": False}
+
+    def __init__(self, password: str = "AdminPass1", secret: str = "stub-secret") -> None:
+        self.password = password
+        self.secret = secret
+        self.sessions = {self.SESSION: dict(self.ADMIN)}
+        self.logged_out: list[str] = []
+
+    def add_session(self, token: str, user: dict) -> None:
+        self.sessions[token] = dict(user)
+
+    def verify(self, session_token: str):
+        return self.sessions.get(session_token)
+
+    def csrf_token(self, session_token: str) -> str:
+        import hashlib
+        import hmac
+
+        digest = hashlib.sha256(session_token.encode("utf-8")).digest()
+        return hmac.new(self.secret.encode("utf-8"), digest, hashlib.sha256).hexdigest()
+
+    def check_csrf(self, session_token: str, supplied: str) -> bool:
+        import hmac
+
+        return bool(supplied) and hmac.compare_digest(self.csrf_token(session_token), supplied)
+
+    def logout(self, session_token: str) -> None:
+        self.logged_out.append(session_token)
+        self.sessions.pop(session_token, None)
+
+    def confirm_password(self, user_id: int, password: str) -> bool:
+        return bool(password) and password == self.password
+
+    def invalidate(self, session_token: str) -> None:
+        pass

xiaobai-datahub/tests/test_admin.py

@@ -17,25 +17,39 @@ from datahub.httpapp import make_handler
 from datahub.hub import Hub
 from datahub.logutil import JsonFormatter
 from datahub.settings import Settings
-from tests.fixtures import fake_transport
+from tests.fixtures import StubSiteAuth, fake_transport
 
 
 class AdminTests(unittest.TestCase):
+    """HEL-560: the console has no accounts — it rides the review site session.
+
+    Every case here drives the console the way a browser does: the review
+    site's `xiaobai_session` cookie plus the stateless CSRF token derived from
+    it. There is no console login endpoint left to exercise.
+    """
+
     def setUp(self) -> None:
         self.tmp = tempfile.TemporaryDirectory()
         settings = Settings(
             encryption_key=SecretVault.generate_key(),
             api_token="z" * 32,
-            admin_password="StartPass1",
             tushare_token="real-tushare-token-abcdef",
             db_path=Path(self.tmp.name) / "hub.db",
             scheduler_enabled=False,
+            review_public_url="http://127.0.0.1:8765",
+        )
+        self.site_auth = StubSiteAuth()
+        self.hub = Hub(
+            settings,
+            adapter=TushareAdapter("real-tushare-token-abcdef", transport=fake_transport),
+            site_auth=self.site_auth,
         )
-        self.hub = Hub(settings, adapter=TushareAdapter("real-tushare-token-abcdef", transport=fake_transport))
         handler = make_handler(self.hub)
         self.server = ThreadingHTTPServer(("127.0.0.1", 0), handler)
         threading.Thread(target=self.server.serve_forever, daemon=True).start()
         self.base = f"http://127.0.0.1:{self.server.server_address[1]}"
+        self.cookie = f"xiaobai_session={StubSiteAuth.SESSION}"
+        self.csrf = self.site_auth.csrf_token(StubSiteAuth.SESSION)
 
     def tearDown(self) -> None:
         self.server.shutdown()
@@ -54,51 +68,96 @@ class AdminTests(unittest.TestCase):
             set_cookie = resp.headers.get("Set-Cookie", "")
             return resp.status, json.loads(resp.read().decode()), set_cookie
 
-    def test_login_change_password_and_secret_masking(self) -> None:
+    def _admin(self, path, method="GET", body=None):
-        status, body, cookie_header = self._json(
+        return self._json(path, method, body, cookie=self.cookie, csrf=self.csrf)
-            "/admin/api/login", "POST", {"username": "hub_admin", "password": "StartPass1"}
-        )
-        self.assertEqual(status, 200)
-        self.assertTrue(body["must_change"])
-        cookie = cookie_header.split(";")[0]
-        csrf = body["csrf"]
-        status, _, _ = self._json(
-            "/admin/api/change-password",
-            "POST",
-            {"current": "StartPass1", "new_password": "NewPass123"},
-            cookie=cookie,
-            csrf=csrf,
-        )
-        self.assertEqual(status, 200)
-        _, sources, _ = self._json("/admin/api/sources", cookie=cookie, csrf=csrf)
-        blob = json.dumps(sources)
-        self.assertNotIn("real-tushare-token-abcdef", blob)
-        self.assertTrue(sources["items"][0]["credential"]["configured"])
-        self.assertTrue(str(sources["items"][0]["credential"]["last4"]).endswith("cdef") or "****" in str(sources["items"][0]["credential"]["last4"]))
 
-    def test_rollback_requires_password_and_confirm(self) -> None:
+    def test_session_reports_the_site_account_and_a_csrf_token(self) -> None:
-        _, body, cookie_header = self._json(
+        status, body, _ = self._admin("/admin/api/session")
-            "/admin/api/login", "POST", {"username": "hub_admin", "password": "StartPass1"}
+        self.assertEqual(status, 200)
-        )
+        self.assertTrue(body["authenticated"])
-        cookie = cookie_header.split(";")[0]
+        self.assertTrue(body["is_admin"])
-        csrf = body["csrf"]
+        self.assertEqual(body["username"], "admin")
-        self._json("/admin/api/change-password", "POST", {"current": "StartPass1", "new_password": "NewPass123"}, cookie, csrf)
+        self.assertEqual(body["csrf"], self.csrf)
-        from urllib.error import HTTPError
 
+    def test_anonymous_session_probe_returns_the_site_login_url(self) -> None:
+        with self.assertRaises(HTTPError) as ctx:
+            self._json("/admin/api/session")
+        self.assertEqual(ctx.exception.code, 401)
+        payload = json.loads(ctx.exception.read().decode())
+        self.assertFalse(payload["authenticated"])
+        self.assertEqual(payload["login_url"], "http://127.0.0.1:8765/login/")
+
+    def test_non_admin_site_accounts_are_refused(self) -> None:
+        self.site_auth.add_session("member-session", StubSiteAuth.MEMBER)
+        with self.assertRaises(HTTPError) as ctx:
+            self._json("/admin/api/sources", cookie="xiaobai_session=member-session")
+        self.assertEqual(ctx.exception.code, 403)
+        payload = json.loads(ctx.exception.read().decode())
+        self.assertEqual(payload["error"]["code"], "PERMISSION_DENIED")
+        self.assertFalse(payload["is_admin"])
+
+    def test_writes_require_the_derived_csrf_token(self) -> None:
         with self.assertRaises(HTTPError) as ctx:
             self._json(
+                "/admin/api/credentials/tushare",
+                "POST",
+                {"tushare_token": "new-token-1234"},
+                cookie=self.cookie,
+            )
+        self.assertEqual(ctx.exception.code, 401)
+
+    def test_logout_ends_the_site_session(self) -> None:
+        status, body, _ = self._admin("/admin/api/logout", "POST", {})
+        self.assertEqual(status, 200)
+        self.assertEqual(body["login_url"], "http://127.0.0.1:8765/login/")
+        self.assertIn(StubSiteAuth.SESSION, self.site_auth.logged_out)
+
+    def test_stored_credentials_are_masked_in_the_sources_view(self) -> None:
+        _, sources, _ = self._admin("/admin/api/sources")
+        blob = json.dumps(sources)
+        self.assertNotIn("real-tushare-token-abcdef", blob)
+        credential = sources["items"][0]["credential"]
+        self.assertTrue(credential["configured"])
+        self.assertTrue("****" in str(credential["last4"]) or str(credential["last4"]).endswith("cdef"))
+
+    def test_tushare_credential_write_hot_swaps_the_live_adapter(self) -> None:
+        status, _, _ = self._admin(
+            "/admin/api/credentials/tushare", "POST", {"tushare_token": "rotated-token-9876"}
+        )
+        self.assertEqual(status, 200)
+        self.assertEqual(self.hub.adapter.token, "rotated-token-9876")
+        self.assertEqual(self.hub.auth.load_credential("tushare_token"), "rotated-token-9876")
+        _, sources, _ = self._admin("/admin/api/sources")
+        self.assertNotIn("rotated-token-9876", json.dumps(sources))
+
+    def test_ifind_credential_write_hot_swaps_the_live_adapter(self) -> None:
+        status, _, _ = self._admin(
+            "/admin/api/credentials/ifind",
+            "POST",
+            {"ifind_refresh_token": "refresh-abcd", "ifind_access_token": "access-efgh"},
+        )
+        self.assertEqual(status, 200)
+        self.assertEqual(self.hub.auth.load_credential("ifind_refresh_token"), "refresh-abcd")
+        self.assertEqual(self.hub.auth.load_credential("ifind_access_token"), "access-efgh")
+
+    def test_rollback_confirms_the_site_account_password(self) -> None:
+        with self.assertRaises(HTTPError) as ctx:
+            self._admin(
                 "/admin/api/rollback",
                 "POST",
-                {"dataset": "daily", "trade_date": "20240902", "password": "wrong", "confirm": "daily:20240902"},
+                {
-                cookie,
+                    "dataset": "daily",
-                csrf,
+                    "trade_date": "20240902",
+                    "password": "wrong",
+                    "confirm": "daily:20240902",
+                },
             )
         self.assertEqual(ctx.exception.code, 401)
 
     def test_invalid_json_does_not_log_request_body_secrets(self) -> None:
         secret = "SuperSecretPass1!"
         token = "hub-token-should-not-leak"
-        raw = json.dumps({"password": secret, "token": token, "username": "hub_admin"}) + "{not-json"
+        raw = json.dumps({"password": secret, "token": token, "username": "admin"}) + "{not-json"
         stream = io.StringIO()
         logger = logging.getLogger("datahub")
         handler = logging.StreamHandler(stream)
@@ -108,9 +167,13 @@ class AdminTests(unittest.TestCase):
         logger.setLevel(logging.DEBUG)
         try:
             req = Request(
-                self.base + "/admin/api/login",
+                self.base + "/admin/api/credentials/tushare",
                 data=raw.encode("utf-8"),
-                headers={"Content-Type": "application/json"},
+                headers={
+                    "Content-Type": "application/json",
+                    "Cookie": self.cookie,
+                    "X-CSRF-Token": self.csrf,
+                },
                 method="POST",
             )
             with self.assertRaises(HTTPError) as ctx:

xiaobai-datahub/tests/test_admin_observability_api.py

@@ -0,0 +1,167 @@
+from __future__ import annotations
+
+import json
+import tempfile
+import threading
+import unittest
+from http.server import ThreadingHTTPServer
+from pathlib import Path
+from urllib.request import Request, urlopen
+
+from datahub.adapters.tushare import TushareAdapter
+from datahub.crypto import SecretVault
+from datahub.httpapp import make_handler
+from datahub.hub import Hub
+from datahub.settings import Settings
+from tests.fixtures import TRADE_DATE, StubSiteAuth, fake_transport
+
+
+class AdminObservabilityApiTests(unittest.TestCase):
+    """HEL-543: new read-only admin endpoints for provider status, source
+    catalog and lineage. These must never require write access and must
+    never touch the existing routing/publish logic."""
+
+    def setUp(self) -> None:
+        self.tmp = tempfile.TemporaryDirectory()
+        settings = Settings(
+            encryption_key=SecretVault.generate_key(),
+            api_token="z" * 32,
+            tushare_token="real-tushare-token-abcdef",
+            db_path=Path(self.tmp.name) / "hub.db",
+            scheduler_enabled=False,
+        )
+        self.site_auth = StubSiteAuth()
+        self.hub = Hub(
+            settings,
+            adapter=TushareAdapter("real-tushare-token-abcdef", transport=fake_transport),
+            site_auth=self.site_auth,
+        )
+        handler = make_handler(self.hub)
+        self.server = ThreadingHTTPServer(("127.0.0.1", 0), handler)
+        threading.Thread(target=self.server.serve_forever, daemon=True).start()
+        self.base = f"http://127.0.0.1:{self.server.server_address[1]}"
+        self.cookie = f"xiaobai_session={StubSiteAuth.SESSION}"
+        self.csrf = self.site_auth.csrf_token(StubSiteAuth.SESSION)
+
+    def tearDown(self) -> None:
+        self.server.shutdown()
+        self.server.server_close()
+        self.tmp.cleanup()
+
+    def _json(self, path, method="GET", body=None, cookie="", csrf=""):
+        data = None if body is None else json.dumps(body).encode()
+        headers = {"Content-Type": "application/json"}
+        if cookie:
+            headers["Cookie"] = cookie
+        if csrf:
+            headers["X-CSRF-Token"] = csrf
+        req = Request(self.base + path, data=data, headers=headers, method=method)
+        with urlopen(req, timeout=5) as resp:
+            set_cookie = resp.headers.get("Set-Cookie", "")
+            return resp.status, json.loads(resp.read().decode()), set_cookie
+
+    def _get(self, path):
+        return self._json(path, cookie=self.cookie, csrf=self.csrf)
+
+    def test_providers_status_reflects_real_pipeline_activity(self) -> None:
+        pipeline = self.hub.pipeline
+        pipeline.ingest_reference(TRADE_DATE)
+        pipeline.run_dataset("daily", TRADE_DATE)
+
+        status, body, _ = self._get("/admin/api/providers/status")
+        self.assertEqual(status, 200)
+        health = body["health"]
+        self.assertTrue(any(item["provider"] == "tushare" and item["interface"] == "daily" for item in health))
+        row = next(item for item in health if item["provider"] == "tushare" and item["interface"] == "daily")
+        self.assertEqual(row["state"], "ok")
+        recent = body["recent_calls"]
+        self.assertTrue(any(item["provider"] == "tushare" and item["interface"] == "daily" for item in recent))
+
+    def test_providers_status_filters_by_provider(self) -> None:
+        pipeline = self.hub.pipeline
+        pipeline.ingest_reference(TRADE_DATE)
+        pipeline.run_dataset("daily", TRADE_DATE)
+
+        status, body, _ = self._get("/admin/api/providers/status?provider=tushare")
+        self.assertEqual(status, 200)
+        self.assertTrue(all(item["provider"] == "tushare" for item in body["health"]))
+        self.assertTrue(all(item["provider"] == "tushare" for item in body["recent_calls"]))
+
+        status, body, _ = self._get("/admin/api/providers/status?provider=eastmoney")
+        self.assertEqual(status, 200)
+        self.assertEqual(body["health"], [])
+        self.assertEqual(body["recent_calls"], [])
+
+    def test_source_catalog_lists_known_providers_without_leaking_secrets(self) -> None:
+        status, body, _ = self._get("/admin/api/source-catalog")
+        self.assertEqual(status, 200)
+        blob = json.dumps(body)
+        self.assertNotIn("real-tushare-token-abcdef", blob)
+        providers = {item["provider"] for item in body["items"]}
+        self.assertIn("tushare", providers)
+        self.assertIn("eastmoney", providers)
+        self.assertIn("tencent", providers)
+        self.assertIn("ifind", providers)
+
+    def test_lineage_snapshot_and_affected_query(self) -> None:
+        status, body, _ = self._get("/admin/api/lineage")
+        self.assertEqual(status, 200)
+        self.assertTrue(len(body["items"]) > 0)
+        datasets = {item["dataset"] for item in body["items"]}
+        self.assertIn("stocks", datasets)
+
+        status, body, _ = self._get("/admin/api/lineage/affected?provider=tushare&interface=daily")
+        self.assertEqual(status, 200)
+        self.assertEqual(body["provider"], "tushare")
+        self.assertEqual(body["interface"], "daily")
+
+    def test_disabled_kill_switch_reports_enabled_false_with_empty_structure(self) -> None:
+        # HEL-543 total-review 🔴: flip the runtime kill switch the same way
+        # Hub.__init__ wires Settings.observability_enabled onto the db
+        # handle, then confirm every new endpoint reports disabled with an
+        # explicit empty structure rather than silently going quiet.
+        self.hub.db.observability_enabled = False
+        try:
+            pipeline = self.hub.pipeline
+            pipeline.ingest_reference(TRADE_DATE)
+            pipeline.run_dataset("daily", TRADE_DATE)  # must still fully succeed
+
+            status, body, _ = self._get("/admin/api/providers/status")
+            self.assertEqual(status, 200)
+            self.assertEqual(body, {"enabled": False, "health": [], "recent_calls": []})
+
+            status, body, _ = self._get("/admin/api/source-catalog")
+            self.assertEqual(status, 200)
+            self.assertEqual(body, {"enabled": False, "items": []})
+
+            status, body, _ = self._get("/admin/api/lineage")
+            self.assertEqual(status, 200)
+            self.assertFalse(body["enabled"])
+            self.assertEqual(body["items"], [])
+
+            status, body, _ = self._get("/admin/api/lineage/affected?provider=tushare")
+            self.assertEqual(status, 200)
+            self.assertEqual(
+                body, {"enabled": False, "provider": "tushare", "interface": "", "items": []}
+            )
+
+            # Nothing was ever written while disabled.
+            self.assertEqual(self.hub.db.fetchall("SELECT * FROM provider_call_log"), [])
+        finally:
+            self.hub.db.observability_enabled = True
+
+    def test_non_admin_site_accounts_cannot_read_the_new_endpoints(self) -> None:
+        from urllib.error import HTTPError
+
+        self.site_auth.add_session("member-session", StubSiteAuth.MEMBER)
+        with self.assertRaises(HTTPError) as ctx:
+            self._json("/admin/api/source-catalog", cookie="xiaobai_session=member-session")
+        self.assertEqual(ctx.exception.code, 403)
+
+        with self.assertRaises(HTTPError) as ctx:
+            self._json("/admin/api/source-catalog")
+        self.assertEqual(ctx.exception.code, 401)
+
+
+if __name__ == "__main__":
+    unittest.main()

xiaobai-datahub/tests/test_api.py

@@ -37,7 +37,6 @@ class ApiContractTests(unittest.TestCase):
             port=0,
             encryption_key=key,
             api_token=self.token,
-            admin_password="StartPass1",
             tushare_token="tushare-secret-token-xyz",
             db_path=Path(self.tmp.name) / "hub.db",
             backup_dir=Path(self.tmp.name) / "backups",

xiaobai-datahub/tests/test_atomic_release.py

@@ -52,7 +52,6 @@ def make_pipe(transport: GroupTransport, quality_extra: dict | None = None):
     settings = Settings(
         encryption_key=SecretVault.generate_key(),
         api_token="t" * 32,
-        admin_password="admin-pass",
         tushare_token="test-token",
         db_path=db.path,
         quality=quality,
@@ -361,18 +360,22 @@ class ForceBoundaryEntryTests(unittest.TestCase):
         from datahub.scheduler import Scheduler
         from datahub.serving import ApiError
 
+        from tests.fixtures import StubSiteAuth
+
         vault = SecretVault(self.pipe.settings.encryption_key)
-        auth = AuthService(self.db, vault, self.pipe.settings.api_token, "StartPass1")
+        auth = AuthService(self.db, vault, self.pipe.settings.api_token)
-        admin = AdminAPI(self.db, self.pipe, Scheduler(self.db, self.pipe), auth)
+        # 危险操作的第二因子现在是主站账号口令（HEL-560），不再有本地管理员密码
+        site_auth = StubSiteAuth(password="StartPass1")
+        admin = AdminAPI(self.db, self.pipe, Scheduler(self.db, self.pipe), auth, site_auth=site_auth)
         before = publications_map(self.db, TRADE_DATE)
-        result = admin.backfill("moneyflow", TRADE_DATE, "StartPass1", f"moneyflow:{TRADE_DATE}", "tester")
+        result = admin.backfill("moneyflow", TRADE_DATE, "StartPass1", f"moneyflow:{TRADE_DATE}", "tester", 1)
         self.assertEqual(result["moneyflow"]["state"], "published")
         after = publications_map(self.db, TRADE_DATE)
         for name in (*GROUP_A, "stocks"):
             self.assertNotEqual(after[name], before[name], name)
         # bad password / wrong confirm still rejected
         with self.assertRaises(ApiError):
-            admin.backfill("daily", TRADE_DATE, "wrong", f"daily:{TRADE_DATE}", "tester")
+            admin.backfill("daily", TRADE_DATE, "wrong", f"daily:{TRADE_DATE}", "tester", 1)
 
     def test_admin_backfill_switch_crash_is_failed_precondition(self) -> None:
         from datahub.admin_api import AdminAPI
@@ -381,9 +384,13 @@ class ForceBoundaryEntryTests(unittest.TestCase):
         from datahub.scheduler import Scheduler
         from datahub.serving import ApiError
 
+        from tests.fixtures import StubSiteAuth
+
         vault = SecretVault(self.pipe.settings.encryption_key)
-        auth = AuthService(self.db, vault, self.pipe.settings.api_token, "StartPass1")
+        auth = AuthService(self.db, vault, self.pipe.settings.api_token)
-        admin = AdminAPI(self.db, self.pipe, Scheduler(self.db, self.pipe), auth)
+        # 危险操作的第二因子现在是主站账号口令（HEL-560），不再有本地管理员密码
+        site_auth = StubSiteAuth(password="StartPass1")
+        admin = AdminAPI(self.db, self.pipe, Scheduler(self.db, self.pipe), auth, site_auth=site_auth)
         before = publications_map(self.db, TRADE_DATE)
 
         def explode() -> None:
@@ -391,7 +398,7 @@ class ForceBoundaryEntryTests(unittest.TestCase):
 
         self.pipe.before_commit = explode
         with self.assertRaises(ApiError) as ctx:
-            admin.backfill("valuation", TRADE_DATE, "StartPass1", f"valuation:{TRADE_DATE}", "tester")
+            admin.backfill("valuation", TRADE_DATE, "StartPass1", f"valuation:{TRADE_DATE}", "tester", 1)
         self.assertEqual(ctx.exception.code, "FAILED_PRECONDITION")
         self.assertIn("killed mid-switch", ctx.exception.message)
         # previous complete A/B versions keep serving

xiaobai-datahub/tests/test_console_frontend.py

@@ -0,0 +1,139 @@
+from __future__ import annotations
+
+import re
+import unittest
+from pathlib import Path
+
+ROOT = Path(__file__).resolve().parents[1]
+INDEX = (ROOT / "admin" / "index.html").read_text(encoding="utf-8")
+STYLES = (ROOT / "admin" / "styles.css").read_text(encoding="utf-8")
+APP = (ROOT / "admin" / "app.js").read_text(encoding="utf-8")
+HTTPAPP = (ROOT / "datahub" / "httpapp.py").read_text(encoding="utf-8")
+
+
+class ConsoleShellTests(unittest.TestCase):
+    """The console shell must carry the site-session gate, not its own login."""
+
+    def test_independent_login_and_password_change_are_gone(self) -> None:
+        for removed in ("login-form", "change-form", "login-view", "change-view", 'value="hub_admin"'):
+            self.assertNotIn(removed, INDEX, f"{removed} 属于已废弃的独立账号体系")
+        self.assertNotIn("/admin/api/login", APP)
+        self.assertNotIn("/admin/api/change-password", APP)
+
+    def test_gate_offers_a_way_back_to_the_review_site(self) -> None:
+        for element in ("gate-view", "gate-title", "gate-desc", "gate-login", "gate-retry"):
+            self.assertIn(element, INDEX)
+        self.assertIn("/admin/api/session", APP)
+        self.assertIn("login_url", APP)
+
+    def test_nav_exposes_the_pages_this_console_now_owns(self) -> None:
+        for page in ("overview", "sources", "models", "members", "lineage"):
+            self.assertIn(f'data-nav="{page}"', INDEX)
+        # 路由白名单必须与导航一致，否则点了导航会回落到总览
+        routed = re.search(r"return \[([^\]]+)\]\.includes\(h\)", APP)
+        assert routed is not None
+        for page in ("overview", "sources", "models", "members", "lineage"):
+            self.assertIn(f"'{page}'", routed.group(1))
+
+
+class ThemeTokenTests(unittest.TestCase):
+    """Day/night is one token set with two value sets — never stacked overrides."""
+
+    def test_both_themes_define_the_same_tokens(self) -> None:
+        night = _token_block(':root,\n:root[data-theme="night"]')
+        day = _token_block(':root[data-theme="day"]')
+        self.assertTrue(night)
+        self.assertEqual(
+            sorted(night),
+            sorted(day),
+            "日间主题必须覆盖同一组变量名，缺一个就会漏出夜间色",
+        )
+
+    def test_no_hardcoded_colours_escape_the_token_set(self) -> None:
+        # 颜色只要写死在 JS 或组件样式里，切主题就会有一块保持夜间色。
+        self.assertEqual([], re.findall(r"#[0-9a-fA-F]{6}", APP))
+        after_tokens = STYLES.split("/* ---------- ambient background", 1)[1]
+        self.assertEqual([], re.findall(r"#[0-9a-fA-F]{6}", after_tokens))
+
+    def test_no_dark_literal_paint_survives_outside_the_token_blocks(self) -> None:
+        """A literal dark rgba() would stay dark in day mode — tokens only.
+
+        Accent tints are allowed: they are low-opacity washes of the four
+        status hues and read correctly on either background.
+        """
+        accent = {(34, 211, 238), (52, 211, 153), (251, 191, 36), (248, 113, 113)}
+        offenders = []
+        body = STYLES.split("/* ---------- ambient background", 1)[1]
+        for line in body.splitlines():
+            for match in re.finditer(r"rgba\(\s*(\d+)\s*,\s*(\d+)\s*,\s*(\d+)", line):
+                rgb = tuple(int(match.group(index)) for index in (1, 2, 3))
+                if rgb in accent or sum(rgb) >= 250:
+                    continue
+                offenders.append(line.strip()[:80])
+        self.assertEqual([], offenders, "深色字面值必须收敛成 token，否则日间主题会漏出夜间底色")
+
+    def test_theme_choice_survives_a_reload(self) -> None:
+        self.assertIn("localStorage.getItem('datahub-theme')", APP)
+        self.assertIn("localStorage.setItem('datahub-theme'", APP)
+        self.assertIn('data-theme="night"', INDEX)
+
+    def test_svg_colours_go_through_style_so_tokens_apply(self) -> None:
+        # var() 在 SVG 呈现属性里支持不稳，必须写进 style 才吃得到主题变量。
+        for attribute in ('fill="var(', 'stroke="var(', 'stop-color="var('):
+            self.assertNotIn(attribute, APP, f"{attribute} 应改写为 style 声明")
+
+
+class NarrowScreenTests(unittest.TestCase):
+    def test_narrow_layout_stacks_inputs_and_buttons(self) -> None:
+        self.assertIn("@media (max-width: 1100px)", STYLES)
+        narrow = STYLES.split("@media (max-width: 1100px)", 1)[1]
+        self.assertIn(".field-row { grid-template-columns: minmax(0, 1fr); }", narrow)
+        # 凭证行与模型行在窄屏都要竖排，按钮才不会和输入框抢同一行
+        self.assertIn(".cred-line { flex-direction: column;", narrow)
+        self.assertIn(".model-row { flex-direction: column;", narrow)
+
+
+class ConsoleEndpointTests(unittest.TestCase):
+    def test_every_endpoint_the_page_calls_is_routed(self) -> None:
+        called = {
+            path.split("?")[0]
+            for path in re.findall(r"api\('(/admin/api/[^']+)'", APP)
+        }
+        self.assertTrue(called)
+        for path in called:
+            if path.startswith("/admin/api/sources/"):
+                continue
+            self.assertIn(f'"{path}"', HTTPAPP, f"{path} 前端在调，后端没路由")
+
+    def test_write_endpoints_are_reached_with_the_csrf_header(self) -> None:
+        self.assertIn("X-CSRF-Token", APP)
+        self.assertIn("check_csrf", HTTPAPP)
+
+
+def _token_block(selector: str) -> list[str]:
+    start = STYLES.index(selector)
+    body = STYLES[start:].split("}", 1)[0]
+    return re.findall(r"(--[a-z0-9-]+):", body)
+
+
+if __name__ == "__main__":
+    unittest.main()
+
+
+class StylesheetIntegrityTests(unittest.TestCase):
+    """HEL-560 改造中曾误把样式表尾部整段截断，抽屉/弹层/toast 全部失样，
+    页面照样能跑、单测照样绿。这里把"每个仍在用的组件都得有样式"钉死。"""
+
+    def test_every_component_the_page_renders_still_has_its_own_rules(self) -> None:
+        for selector in (
+            ".auth-wrap", ".drawer", ".drawer-mask", ".drawer-hd", ".drawer-tab",
+            ".modal-mask", ".modal-box", ".modal-actions", ".opbtn", ".empty-hint",
+            ".toast", ".row-fail", ".row-off", ".spark-end", ".cred-box", ".model-row",
+            ".vend-manual", ".gate-panel", ".dtable", ".invite-code", ".table-foot",
+            ".pbtn", ".field", ".form-hint",
+        ):
+            self.assertIn(f"{selector} ", STYLES, f"{selector} 的样式丢了")
+
+    def test_stylesheet_braces_stay_balanced(self) -> None:
+        body = STYLES[STYLES.index("/* ================= index.css"):]
+        self.assertEqual(body.count("{"), body.count("}"))

xiaobai-datahub/tests/test_extended_eod.py

@@ -20,7 +20,6 @@ class ExtendedEodTests(unittest.TestCase):
             port=0,
             encryption_key=key,
             api_token="k" * 32,
-            admin_password="StartPass1",
             tushare_token="tushare-secret",
             db_path=Path(self.tmp.name) / "hub.db",
             backup_dir=Path(self.tmp.name) / "backups",

xiaobai-datahub/tests/test_hel529_rework.py

@@ -0,0 +1,344 @@
+"""HEL-529 rework regressions: staging dedupe, anomaly convergence,
+source-catalog observation join (dataset-name ↔ interface-name), lineage
+update_freq. All read-only or within-batch fixes; none touch routing, the
+8765 main site, or the 问天 frozen zone.
+"""
+
+from __future__ import annotations
+
+import tempfile
+import unittest
+from pathlib import Path
+
+from datahub.adapters.tushare import TushareAdapter
+from datahub.crypto import SecretVault
+from datahub.hub import Hub
+from datahub.pipeline import _dedupe_staging_rows
+from datahub.settings import Settings
+from tests.fixtures import fake_transport
+
+
+class StagingDedupeTests(unittest.TestCase):
+    def test_popularity_within_batch_duplicates_collapse_keep_last(self) -> None:
+        rows = [
+            {"ts_code": "600000.SH", "trade_date": "20260914", "source": "ths", "rank": 1},
+            {"ts_code": "000868.SZ", "trade_date": "20260914", "source": "dc", "rank": 2},
+            {"ts_code": "600000.SH", "trade_date": "20260914", "source": "dc", "rank": 3, "hot": 9.9},
+            {"ts_code": "600000.SH", "trade_date": "20260914", "source": "dc", "rank": 4, "hot": 8.8},
+        ]
+        out = _dedupe_staging_rows("popularity", rows)
+        self.assertEqual(len(out), 3)  # (600000,ths) (000868,dc) (600000,dc)
+        dup = [r for r in out if r["ts_code"] == "600000.SH" and r["source"] == "dc"][0]
+        self.assertEqual(dup["rank"], 4)  # keeps LAST occurrence
+        self.assertEqual(out[0]["ts_code"], "600000.SH")  # preserves first-seen order
+
+    def test_dragon_tiger_seat_duplicates_collapse(self) -> None:
+        rows = [
+            {"ts_code": "300010.SZ", "trade_date": "20260914", "hm_name": "T王", "buy_amount": 100},
+            {"ts_code": "300010.SZ", "trade_date": "20260914", "hm_name": "T王", "buy_amount": 200},
+            {"ts_code": "300010.SZ", "trade_date": "20260914", "hm_name": "T王", "buy_amount": 300},
+        ]
+        out = _dedupe_staging_rows("dragon_tiger", rows)
+        self.assertEqual(len(out), 1)
+        self.assertEqual(out[0]["buy_amount"], 300)
+
+    def test_different_sources_are_not_duplicates(self) -> None:
+        rows = [
+            {"ts_code": "600000.SH", "trade_date": "20260914", "source": "ths"},
+            {"ts_code": "600000.SH", "trade_date": "20260914", "source": "dc"},
+        ]
+        self.assertEqual(len(_dedupe_staging_rows("popularity", rows)), 2)
+
+    def test_unknown_dataset_passthrough(self) -> None:
+        rows = [{"a": 1}, {"a": 1}]
+        self.assertEqual(_dedupe_staging_rows("calendar", rows), rows)
+
+
+class _Base(unittest.TestCase):
+    def setUp(self) -> None:
+        self.tmp = tempfile.TemporaryDirectory()
+        settings = Settings(
+            encryption_key=SecretVault.generate_key(),
+            api_token="z" * 32,
+            tushare_token="real-tushare-token-abcdef",
+            db_path=Path(self.tmp.name) / "hub.db",
+            scheduler_enabled=False,
+        )
+        self.hub = Hub(settings, adapter=TushareAdapter("real-tushare-token-abcdef", transport=fake_transport))
+
+    def tearDown(self) -> None:
+        self.tmp.cleanup()
+
+
+class StagingDedupePublishTests(_Base):
+    def test_duplicate_popularity_and_dragon_tiger_now_publish(self) -> None:
+        """Replays the 2026-09-14 production failure: within-response duplicate
+        keys used to abort the whole batch at the staging INSERT; with dedupe
+        the same upstream payload publishes."""
+        db = self.hub.db
+        trade_date = "20240902"
+        # dc_hot returns 600000.SH twice within one response; hm_detail returns
+        # the same (ts_code, hm_name) seat three times (mirrors live evidence).
+        popularity_rows = [
+            {"ts_code": "600000.SH", "trade_date": trade_date, "source": "ths",
+             "ts_name": "浦发银行", "rank": 1, "pct_change": 1.2, "current_price": 10.2,
+             "hot": 90.0, "concept": "银行", "data_type": "热股"},
+            {"ts_code": "600000.SH", "trade_date": trade_date, "source": "dc",
+             "ts_name": "浦发银行", "rank": 2, "pct_change": 1.2, "current_price": 10.2,
+             "hot": 80.0, "concept": "银行", "data_type": "A股市场"},
+            {"ts_code": "600000.SH", "trade_date": trade_date, "source": "dc",
+             "ts_name": "浦发银行", "rank": 3, "pct_change": 1.3, "current_price": 10.3,
+             "hot": 81.0, "concept": "银行", "data_type": "A股市场"},
+        ]
+        dragon_rows = [
+            {"trade_date": trade_date, "ts_code": "600000.SH", "ts_name": "浦发银行",
+             "buy_amount": 100, "sell_amount": 200, "net_amount": -100,
+             "hm_name": "测试游资", "hm_orgs": "某某营业部", "tag": "超买"},
+            {"trade_date": trade_date, "ts_code": "600000.SH", "ts_name": "浦发银行",
+             "buy_amount": 300, "sell_amount": 0, "net_amount": 300,
+             "hm_name": "测试游资", "hm_orgs": "某某营业部", "tag": "超买"},
+        ]
+        self.hub.pipeline._stage("popularity", "b-dup-pop", popularity_rows)
+        self.hub.pipeline._stage("dragon_tiger", "b-dup-dt", dragon_rows)
+        pop = db.fetchall("SELECT * FROM staging_popularity WHERE batch_id = 'b-dup-pop'")
+        dt = db.fetchall("SELECT * FROM staging_dragon_tiger WHERE batch_id = 'b-dup-dt'")
+        self.assertEqual(len(pop), 2)
+        self.assertEqual(len(dt), 1)
+        kept = dt[0]
+        self.assertEqual(kept["buy_amount"], 300)
+
+    def test_hel562_popularity_collapsed_dups_publish_not_hard_fail(self) -> None:
+        """HEL-562: staging dedupe alone is not enough — quality gate used to
+        hard-fail on the same within-batch dups after they were already
+        collapsed (live 20260915: duplicate keys: 3 → integrity_gate)."""
+        trade_date = "20240902"
+        # 3 within-batch dups on (ts_code, trade_date, source=dc) — mirrors
+        # ths+dc merge where dc_hot repeats the same keys.
+        rows = [
+            {"ts_code": "600000.SH", "trade_date": trade_date, "source": "ths",
+             "ts_name": "浦发银行", "rank": 1, "pct_change": 1.2, "current_price": 10.2,
+             "hot": 90.0, "concept": "银行", "data_type": "热股"},
+            {"ts_code": "000001.SZ", "trade_date": trade_date, "source": "dc",
+             "ts_name": "平安银行", "rank": 1, "pct_change": 2.0, "current_price": 11.0,
+             "hot": 88.0, "concept": "银行", "data_type": "A股市场"},
+            {"ts_code": "600000.SH", "trade_date": trade_date, "source": "dc",
+             "ts_name": "浦发银行", "rank": 2, "pct_change": 1.2, "current_price": 10.2,
+             "hot": 80.0, "concept": "银行", "data_type": "A股市场"},
+            {"ts_code": "600000.SH", "trade_date": trade_date, "source": "dc",
+             "ts_name": "浦发银行", "rank": 3, "pct_change": 1.3, "current_price": 10.3,
+             "hot": 81.0, "concept": "银行", "data_type": "A股市场"},
+            {"ts_code": "600000.SH", "trade_date": trade_date, "source": "dc",
+             "ts_name": "浦发银行", "rank": 4, "pct_change": 1.4, "current_price": 10.4,
+             "hot": 82.0, "concept": "银行", "data_type": "A股市场"},
+        ]
+        report = self.hub.pipeline.validate("popularity", "b-gate", trade_date, rows)
+        self.assertFalse(report["hard_fail"])
+        self.assertEqual(report["errors"], [])
+        self.assertEqual(report["warnings"], ["duplicate keys: 2"])
+
+        result = self.hub.pipeline.run_dataset("popularity", trade_date, prepared_rows=rows)
+        # warnings present → soft_fail → publication state is degraded (still served)
+        self.assertEqual(result["state"], "degraded")
+        self.assertFalse(result["quality"]["hard_fail"])
+        self.assertTrue(result["quality"]["soft_fail"])
+        self.assertIn("duplicate keys: 2", result["quality"]["warnings"])
+        eod = self.hub.db.fetchall(
+            "SELECT * FROM eod_popularity WHERE trade_date = ? AND batch_id = ?",
+            (trade_date, result["batch_id"]),
+        )
+        # 5 raw → 3 unique keys after staging collapse (ths + two dc codes)
+        self.assertEqual(len(eod), 3)
+        pub = self.hub.db.fetchone(
+            "SELECT * FROM publications WHERE dataset='popularity' AND trade_date=?",
+            (trade_date,),
+        )
+        self.assertEqual(pub["active_batch"], result["batch_id"])
+        self.assertEqual(pub["state"], "degraded")
+        # Serving path accepts degraded the same as published (no DATASET_NOT_PUBLISHED)
+        from datahub.serving import V1API
+
+        api = V1API(self.hub.db, self.hub.pipeline, self.hub.settings)
+        payload = api.handle("/v1/popularity", {"date": [trade_date]})
+        self.assertEqual(len(payload["data"]), 3)
+        self.assertEqual(payload["meta"]["state"], "degraded")
+        self.assertEqual(payload["meta"]["batch_id"], result["batch_id"])
+
+    def test_hel562_core_soft_still_hard_fails_on_duplicate_keys(self) -> None:
+        """moneyflow/auction stay on the old soft gate: raw dups → hard_fail."""
+        trade_date = "20240902"
+        rows = [
+            {"ts_code": "600000.SH", "trade_date": trade_date,
+             "buy_sm_amount": 1, "sell_sm_amount": 1, "buy_md_amount": 1, "sell_md_amount": 1,
+             "buy_lg_amount": 1, "sell_lg_amount": 1, "buy_elg_amount": 1, "sell_elg_amount": 1,
+             "net_mf_amount": 0},
+            {"ts_code": "600000.SH", "trade_date": trade_date,
+             "buy_sm_amount": 2, "sell_sm_amount": 2, "buy_md_amount": 2, "sell_md_amount": 2,
+             "buy_lg_amount": 2, "sell_lg_amount": 2, "buy_elg_amount": 2, "sell_elg_amount": 2,
+             "net_mf_amount": 0},
+        ]
+        report = self.hub.pipeline.validate("moneyflow", "b-mf", trade_date, rows)
+        self.assertTrue(report["hard_fail"])
+        self.assertIn("duplicate keys: 1", report["errors"])
+        self.assertEqual(report["warnings"], [])
+
+    def test_hel562_popularity_date_mismatch_still_hard_fails(self) -> None:
+        """Collapsed-dup carve-out must not weaken other soft integrity checks."""
+        rows = [
+            {"ts_code": "600000.SH", "trade_date": "20240901", "source": "ths",
+             "ts_name": "浦发银行", "rank": 1, "pct_change": 1.2, "current_price": 10.2,
+             "hot": 90.0, "concept": "银行", "data_type": "热股"},
+        ]
+        report = self.hub.pipeline.validate("popularity", "b-bad-date", "20240902", rows)
+        self.assertTrue(report["hard_fail"])
+        self.assertIn("date mismatch rows: 1", report["errors"])
+
+
+class OverviewAnomalyConvergenceTests(_Base):
+    def _seed_batches(self, today: str) -> None:
+        db = self.hub.db
+        rows = [
+            # resolved history: earlier failures/stalls, later success
+            ("x-daily-001", "daily", "staged", "empty official batch", "2026-09-14T15:05:00+08:00"),
+            ("x-daily-002", "daily", "failed", "release group not switched", "2026-09-14T16:10:00+08:00"),
+            ("x-daily-006", "daily", "published", "", "2026-09-14T20:00:00+08:00"),
+            # current unresolved faults
+            ("x-pop-001", "popularity", "failed", "UNIQUE constraint failed: staging_popularity", "2026-09-14T22:40:00+08:00"),
+            ("x-dt-001", "dragon_tiger", "failed", "UNIQUE constraint failed: staging_dragon_tiger", "2026-09-14T16:45:00+08:00"),
+            ("x-dt-002", "dragon_tiger", "failed", "UNIQUE constraint failed: staging_dragon_tiger", "2026-09-14T21:48:00+08:00"),
+            # staged-empty later published
+            ("x-idx-001", "index_daily", "staged", "empty official batch", "2026-09-14T15:10:00+08:00"),
+            ("x-idx-003", "index_daily", "published", "", "2026-09-14T16:10:00+08:00"),
+        ]
+        for batch_id, dataset, state, error, started in rows:
+            db.execute(
+                "INSERT INTO batches(batch_id, dataset, trade_date, state, attempt, rows_in, rows_out,"
+                " quality_json, started_at, finished_at, error) VALUES (?,?,?,?,?,?,?,?,?,?,?)",
+                (batch_id, dataset, today, state, 1, None, None, None, started, started if state != "staged" else None, error or None),
+            )
+        db.execute(
+            "INSERT INTO publications(dataset, trade_date, active_batch, prev_batch, state, published_at)"
+            " VALUES ('daily', ?, 'x-daily-006', 'x-daily-005', 'published', '2026-09-14T20:00:22+08:00')",
+            (today,),
+        )
+        db.execute(
+            "INSERT INTO publications(dataset, trade_date, active_batch, prev_batch, state, published_at)"
+            " VALUES ('index_daily', ?, 'x-idx-003', 'x-idx-002', 'published', '2026-09-14T16:10:12+08:00')",
+            (today,),
+        )
+
+    def test_anomalies_only_latest_unresolved(self) -> None:
+        overview = self.hub.admin.overview()
+        today = overview["trade_date"]
+        self._seed_batches(today)
+        anomalies = self.hub.admin.overview()["anomalies"]
+        got = sorted((a["dataset"], a["batch_id"]) for a in anomalies)
+        self.assertEqual(
+            got,
+            [
+                ("dragon_tiger", "x-dt-002"),  # latest failed, never published
+                ("popularity", "x-pop-001"),   # latest failed, never published
+            ],
+        )
+
+
+class SourceCatalogJoinTests(_Base):
+    def test_observation_join_matches_dataset_named_health_rows(self) -> None:
+        db = self.hub.db
+        now = "2026-09-15T08:00:00+08:00"
+        # tushare observability writes dataset names (real legacy behavior)
+        for iface, state in [("valuation", "ok"), ("popularity", "ok"), ("stocks", "ok")]:
+            db.execute(
+                "INSERT INTO provider_health(provider, interface, state, last_ok_at, last_error,"
+                " last_fallback_reason, consec_failures, last_latency_ms, last_data_age_seconds, updated_at)"
+                " VALUES ('tushare', ?, ?, ?, '', '', 0, 300, NULL, ?)",
+                (iface, state, now, now),
+            )
+        # realtime providers write interface names
+        db.execute(
+            "INSERT INTO provider_health(provider, interface, state, last_ok_at, last_error,"
+            " last_fallback_reason, consec_failures, last_latency_ms, last_data_age_seconds, updated_at)"
+            " VALUES ('eastmoney', 'indices', 'ok', ?, '', '', 0, 153, NULL, ?)",
+            (now, now),
+        )
+        items = self.hub.admin.source_catalog()["items"]
+        tushare = [i for i in items if i["provider"] == "tushare"][0]
+        by_iface = {i["interface"]: i for i in tushare["interfaces"]}
+        # daily_basic serves valuation → observed via dataset name
+        self.assertTrue(by_iface["daily_basic"]["observed"])
+        self.assertEqual(by_iface["daily_basic"]["observed_basis"], "dataset")
+        self.assertEqual(by_iface["daily_basic"]["observed_state"], "ok")
+        # ths_hot + dc_hot serve popularity → observed via dataset name
+        self.assertTrue(by_iface["ths_hot"]["observed"])
+        self.assertTrue(by_iface["dc_hot"]["observed"])
+        # stock_basic serves stocks
+        self.assertTrue(by_iface["stock_basic"]["observed"])
+        # never-observed interface stays honestly unobserved (not "unconfigured")
+        self.assertFalse(by_iface["trade_cal"]["observed"])
+        self.assertEqual(by_iface["trade_cal"]["observed_state"], "")
+        # interfaces carry real batch groups
+        groups = {i["interface"]: i["group"] for i in tushare["interfaces"]}
+        self.assertEqual(groups["daily"], "盘后 A 批")
+        self.assertEqual(groups["ths_hot"], "扩展软批")
+        self.assertEqual(groups["index_daily"], "指数 B 批")
+        eastmoney = [i for i in items if i["provider"] == "eastmoney"][0]
+        em = {i["interface"]: i for i in eastmoney["interfaces"]}
+        self.assertTrue(em["indices"]["observed"])
+        self.assertEqual(em["indices"]["observed_basis"], "interface")
+        self.assertFalse(em["market_quotes"]["observed"])
+
+    def test_lineage_update_freq_present(self) -> None:
+        items = self.hub.admin.lineage("20240902")["items"]
+        self.assertTrue(items)
+        for item in items:
+            self.assertTrue(item.get("update_freq"), f"missing update_freq for {item['dataset']}")
+
+
+class LineageMentorIfindTests(_Base):
+    """问师 → iFinD 血缘修正（第二轮返工）：不按名称猜关系，按真实调用代码。"""
+
+    REPO = Path(__file__).resolve().parents[2]
+
+    def test_no_mentor_dependency_on_ifind_wencai(self) -> None:
+        items = self.hub.admin.lineage("20240902")["items"]
+        wencai = [i for i in items if i["dataset"] == "ifind_wencai"]
+        self.assertEqual(len(wencai), 1)
+        consumers = wencai[0]["known_consumers"]
+        for consumer in consumers:
+            self.assertNotIn("问师", consumer, f"wencai consumer must not be 问师: {consumer}")
+        all_consumers = " ".join(c for i in items for c in i["known_consumers"])
+        self.assertNotIn("问师(自然语言选股", all_consumers)
+
+    def test_wencai_real_consumer_is_pools_enrichment_with_code_evidence(self) -> None:
+        items = self.hub.admin.lineage("20240902")["items"]
+        wencai = [i for i in items if i["dataset"] == "ifind_wencai"][0]
+        self.assertTrue(any("股票池" in c for c in wencai["known_consumers"]))
+        # Real call evidence in the main-site source tree:
+        pools_src = (self.REPO / "backend" / "features" / "pools" / "service.py").read_text(encoding="utf-8")
+        self.assertIn("ifind.wencai(", pools_src)
+        self.assertIn("ifind_event_enrichment_v1", pools_src)
+        # And 问师 itself never calls wencai:
+        mentor_src = (self.REPO / "backend" / "features" / "mentor" / "service.py").read_text(encoding="utf-8")
+        self.assertNotIn(".wencai(", mentor_src)
+
+    def test_mentor_optional_ifind_history_subcapabilities(self) -> None:
+        items = self.hub.admin.lineage("20240902")["items"]
+        history = [i for i in items if i["dataset"] == "ifind_history"]
+        self.assertEqual(len(history), 1)
+        consumers = history[0]["known_consumers"]
+        self.assertTrue(any("趋势思维模型" in c for c in consumers))
+        self.assertTrue(any("宏观思维模型" in c for c in consumers))
+        # every consumer must be a 问师 sub-capability, not the whole board
+        for consumer in consumers:
+            self.assertIn("·", consumer, f"not a sub-capability mapping: {consumer}")
+        # Real call evidence: mentor builds market matrices via ifind.history
+        mentor_src = (self.REPO / "backend" / "features" / "mentor" / "service.py").read_text(encoding="utf-8")
+        self.assertIn("ifind.history(", mentor_src)
+        self.assertIn("_mentor_market_matrix", mentor_src)
+        self.assertIn("MENTOR_INDEX_UNIVERSE", mentor_src)
+        self.assertIn("MENTOR_ETF_UNIVERSE", mentor_src)
+        # Optional dependency: fails open when ifind is not configured
+        self.assertIn("if not ifind or not ifind.configured", mentor_src)
+
+
+if __name__ == "__main__":
+    unittest.main()

xiaobai-datahub/tests/test_ifind_observability.py

@@ -0,0 +1,105 @@
+from __future__ import annotations
+
+import tempfile
+import unittest
+from pathlib import Path
+
+from datahub.adapters.ifind import IfindAdapter
+from datahub.db import HubDB
+from datahub.serving import ApiError
+from datahub.steward import steward_query
+
+
+class _Resp:
+    def __init__(self, payload: dict, status: int = 200) -> None:
+        import json
+
+        self.status = status
+        self._raw = json.dumps(payload).encode("utf-8")
+
+    def read(self):
+        return self._raw
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, *args):
+        return False
+
+
+class IfindObservabilityTests(unittest.TestCase):
+    def setUp(self) -> None:
+        self.tmp = tempfile.TemporaryDirectory()
+        self.db = HubDB(Path(self.tmp.name) / "hub.db")
+
+    def tearDown(self) -> None:
+        self.tmp.cleanup()
+
+    def _adapter_with_urlopen(self, urlopen) -> IfindAdapter:
+        return IfindAdapter(refresh_token="rt", access_token="at", urlopen=urlopen)
+
+    def test_successful_fetch_is_logged_without_changing_rows(self) -> None:
+        def urlopen(request, timeout=None):
+            return _Resp(
+                {
+                    "errorcode": 0,
+                    "tables": [{"thscode": ["000001.SZ"], "table": {"涨停原因": ["重组"]}}],
+                }
+            )
+
+        adapter = self._adapter_with_urlopen(urlopen)
+
+        class _Api:
+            ifind = adapter
+            db = self.db
+
+        payload = steward_query(
+            _Api(), {"api_name": "ifind_wencai", "params": {"query": "涨停"}}
+        )
+        self.assertEqual(payload["data"][0]["thscode"], "000001.SZ")
+        log = self.db.fetchone("SELECT * FROM provider_call_log WHERE provider = 'ifind'")
+        self.assertIsNotNone(log)
+        self.assertEqual(log["interface"], "wencai")
+        self.assertEqual(log["status"], "ok")
+
+    def test_failed_fetch_reraises_and_logs_error(self) -> None:
+        def urlopen(request, timeout=None):
+            return _Resp({"errorcode": -9999, "errmsg": "quota exceeded"})
+
+        adapter = self._adapter_with_urlopen(urlopen)
+
+        class _Api:
+            ifind = adapter
+            db = self.db
+
+        with self.assertRaises(ApiError) as ctx:
+            steward_query(_Api(), {"api_name": "ifind_wencai", "params": {"query": "涨停"}})
+        self.assertEqual(ctx.exception.code, "SOURCE_UNAVAILABLE")
+        log = self.db.fetchone("SELECT * FROM provider_call_log WHERE provider = 'ifind'")
+        self.assertIsNotNone(log)
+        self.assertEqual(log["status"], "error")
+
+    def test_status_check_alone_does_not_dial_or_log_a_fetch_call(self) -> None:
+        class _Api:
+            ifind = IfindAdapter()
+            db = self.db
+
+        payload = steward_query(_Api(), {"api_name": "ifind_status", "params": {}})
+        self.assertFalse(payload["data"][0]["configured"])
+        log = self.db.fetchall("SELECT * FROM provider_call_log WHERE provider = 'ifind'")
+        self.assertEqual(log, [])
+
+    def test_api_double_without_db_attribute_still_works(self) -> None:
+        # Mirrors tests/test_ifind_adapter.py's `_Api` double, which has no
+        # `db` attribute at all. Observability must not require it.
+        class _Api:
+            ifind = IfindAdapter()
+
+        payload = steward_query(_Api(), {"api_name": "ifind_status", "params": {}})
+        self.assertFalse(payload["data"][0]["configured"])
+        with self.assertRaises(ApiError):
+            steward_query(_Api(), {"api_name": "ifind_wencai", "params": {"query": "涨停"}})
+
+
+if __name__ == "__main__":
+    unittest.main()

xiaobai-datahub/tests/test_observability.py

@@ -0,0 +1,306 @@
+from __future__ import annotations
+
+import tempfile
+import unittest
+from contextlib import contextmanager
+from pathlib import Path
+
+from datahub import observability
+from datahub.db import HubDB
+
+
+class _BrokenDB:
+    """A db double whose write() always raises, to prove fail-open."""
+
+    @contextmanager
+    def write(self):
+        raise RuntimeError("disk is full")
+        yield None  # pragma: no cover - unreachable, keeps this a generator
+
+    def fetchall(self, sql, params=()):
+        raise RuntimeError("disk is full")
+
+    def fetchone(self, sql, params=()):
+        raise RuntimeError("disk is full")
+
+
+class ClassifyRowsTests(unittest.TestCase):
+    def test_empty_list_is_flagged_empty(self):
+        status, reason, age = observability.classify_rows([])
+        self.assertEqual(status, "empty")
+        self.assertEqual(reason, "no_rows_returned")
+        self.assertIsNone(age)
+
+    def test_empty_dict_result_is_flagged_empty(self):
+        status, reason, _ = observability.classify_rows({})
+        self.assertEqual(status, "empty")
+        self.assertEqual(reason, "no_rows_returned")
+
+    def test_missing_required_field_is_flagged(self):
+        rows = [{"ts_code": "600000.SH", "close": 10.2}, {"ts_code": "000001.SZ"}]
+        status, reason, _ = observability.classify_rows(rows, required_fields=("close",), freshness_field=None)
+        self.assertEqual(status, "missing_fields")
+        self.assertIn("close", reason)
+
+    def test_fresh_rows_are_ok(self):
+        import time
+
+        rows = [{"ts_code": "600000.SH", "close": 10.2, "quote_time_epoch": int(time.time())}]
+        status, reason, age = observability.classify_rows(rows)
+        self.assertEqual(status, "ok")
+        self.assertEqual(reason, "")
+        self.assertIsNotNone(age)
+        self.assertLess(age, 5)
+
+    def test_stale_rows_are_flagged(self):
+        import time
+
+        rows = [{"ts_code": "600000.SH", "close": 10.2, "quote_time_epoch": int(time.time()) - 3600}]
+        status, reason, age = observability.classify_rows(rows, max_age_seconds=300)
+        self.assertEqual(status, "stale")
+        self.assertEqual(reason, "data_age_exceeds_threshold")
+        self.assertGreaterEqual(age, 3600 - 5)
+
+    def test_classifier_never_raises_on_garbage_input(self):
+        status, reason, age = observability.classify_rows(object())
+        self.assertEqual(status, "empty")
+        self.assertIsNone(age)
+        # Malformed rows inside a list must not raise either.
+        status, _, _ = observability.classify_rows(["not-a-dict", 123, None])
+        self.assertEqual(status, "empty")
+
+
+class ClassifyErrorTests(unittest.TestCase):
+    def test_blocked_page_markers_are_detected(self):
+        status, reason = observability.classify_error("eastmoney request failed: Expecting value: line 1 column 1")
+        self.assertEqual(status, "blocked")
+        self.assertEqual(reason, "response_looks_like_intercept_page")
+
+    def test_timeout_is_detected(self):
+        status, _ = observability.classify_error("tencent request failed: timed out")
+        self.assertEqual(status, "timeout")
+
+    def test_generic_error_falls_back(self):
+        status, reason = observability.classify_error("connection reset by peer")
+        self.assertEqual(status, "error")
+        self.assertEqual(reason, "")
+
+    def test_never_raises_on_none(self):
+        status, reason = observability.classify_error(None)
+        self.assertEqual(status, "error")
+
+
+class RecordCallTests(unittest.TestCase):
+    def setUp(self) -> None:
+        self.tmp = tempfile.TemporaryDirectory()
+        self.db = HubDB(Path(self.tmp.name) / "hub.db")
+
+    def tearDown(self) -> None:
+        self.tmp.cleanup()
+
+    def test_record_call_writes_log_and_health(self):
+        observability.record_call(self.db, "eastmoney", "indices", status="ok", latency_ms=42)
+        log_rows = self.db.fetchall("SELECT * FROM provider_call_log")
+        self.assertEqual(len(log_rows), 1)
+        self.assertEqual(log_rows[0]["provider"], "eastmoney")
+        self.assertEqual(log_rows[0]["interface"], "indices")
+        self.assertEqual(log_rows[0]["status"], "ok")
+        health = self.db.fetchone(
+            "SELECT * FROM provider_health WHERE provider = ? AND interface = ?",
+            ("eastmoney", "indices"),
+        )
+        self.assertIsNotNone(health)
+        self.assertEqual(health["state"], "ok")
+        self.assertEqual(health["consec_failures"], 0)
+
+    def test_consecutive_failures_increment_and_reset(self):
+        observability.record_call(self.db, "tencent", "named_quotes", status="error", error="boom")
+        observability.record_call(self.db, "tencent", "named_quotes", status="error", error="boom again")
+        health = self.db.fetchone(
+            "SELECT * FROM provider_health WHERE provider = ? AND interface = ?",
+            ("tencent", "named_quotes"),
+        )
+        self.assertEqual(health["consec_failures"], 2)
+        self.assertEqual(health["state"], "error")
+        observability.record_call(self.db, "tencent", "named_quotes", status="ok")
+        health = self.db.fetchone(
+            "SELECT * FROM provider_health WHERE provider = ? AND interface = ?",
+            ("tencent", "named_quotes"),
+        )
+        self.assertEqual(health["consec_failures"], 0)
+        self.assertEqual(health["state"], "ok")
+
+    def test_none_db_is_a_silent_noop(self):
+        # Must not raise even though there is nowhere to write.
+        observability.record_call(None, "ifind", "wencai", status="ok")
+
+    def test_broken_db_write_does_not_raise(self):
+        observability.record_call(_BrokenDB(), "eastmoney", "indices", status="ok")
+
+
+class ObserveTests(unittest.TestCase):
+    def setUp(self) -> None:
+        self.tmp = tempfile.TemporaryDirectory()
+        self.db = HubDB(Path(self.tmp.name) / "hub.db")
+
+    def tearDown(self) -> None:
+        self.tmp.cleanup()
+
+    def test_returns_exact_success_value_unmodified(self):
+        sentinel = {"ts_code": "600000.SH", "close": 10.2}
+        result = observability.observe(self.db, "eastmoney", "indices", lambda: sentinel)
+        self.assertIs(result, sentinel)
+        rows = self.db.fetchall("SELECT * FROM provider_call_log")
+        self.assertEqual(len(rows), 1)
+        self.assertEqual(rows[0]["status"], "ok")
+
+    def test_reraises_exact_exception_on_failure(self):
+        boom = ValueError("upstream exploded")
+
+        def fn():
+            raise boom
+
+        with self.assertRaises(ValueError) as ctx:
+            observability.observe(self.db, "eastmoney", "indices", fn)
+        self.assertIs(ctx.exception, boom)
+        rows = self.db.fetchall("SELECT * FROM provider_call_log")
+        self.assertEqual(len(rows), 1)
+        self.assertEqual(rows[0]["status"], "error")
+        self.assertIn("upstream exploded", rows[0]["error"])
+
+    def test_classify_downgrades_success_to_stale_without_changing_return_value(self):
+        sentinel = [{"ts_code": "600000.SH", "quote_time_epoch": 1}]
+        result = observability.observe(
+            self.db, "eastmoney", "indices", lambda: sentinel,
+            classify=lambda rows: observability.classify_rows(rows),
+        )
+        self.assertIs(result, sentinel)
+        row = self.db.fetchone("SELECT * FROM provider_call_log")
+        self.assertEqual(row["status"], "stale")
+
+    def test_broken_db_never_breaks_a_successful_call(self):
+        sentinel = {"ok": True}
+        result = observability.observe(_BrokenDB(), "eastmoney", "indices", lambda: sentinel)
+        self.assertIs(result, sentinel)
+
+    def test_broken_db_never_masks_a_real_failure(self):
+        def fn():
+            raise RuntimeError("real upstream failure")
+
+        with self.assertRaises(RuntimeError) as ctx:
+            observability.observe(_BrokenDB(), "eastmoney", "indices", fn)
+        self.assertEqual(str(ctx.exception), "real upstream failure")
+
+    def test_classifier_exception_does_not_break_the_call(self):
+        sentinel = {"ok": True}
+
+        def bad_classify(_result):
+            raise KeyError("classifier bug")
+
+        result = observability.observe(self.db, "eastmoney", "indices", lambda: sentinel, classify=bad_classify)
+        self.assertIs(result, sentinel)
+        row = self.db.fetchone("SELECT * FROM provider_call_log")
+        # A classifier bug must degrade to "ok", never silently drop the row
+        # nor claim the call failed when it did not.
+        self.assertEqual(row["status"], "ok")
+
+    def test_none_db_is_transparent_passthrough(self):
+        sentinel = object()
+        result = observability.observe(None, "eastmoney", "indices", lambda: sentinel)
+        self.assertIs(result, sentinel)
+
+
+class _ToggleDB(HubDB):
+    """A real HubDB subclass so we can flip the HEL-543 kill switch the same
+    way Hub.__init__ does, without needing a full Hub/Settings wiring."""
+
+
+class KillSwitchTests(unittest.TestCase):
+    """HEL-543 total-review 🔴: the observability side channel must be
+    disable-able at runtime, and disabling it must leave existing behavior
+    completely unchanged (pure passthrough, zero db access)."""
+
+    def setUp(self) -> None:
+        self.tmp = tempfile.TemporaryDirectory()
+        self.db = _ToggleDB(Path(self.tmp.name) / "hub.db")
+
+    def tearDown(self) -> None:
+        self.tmp.cleanup()
+
+    def test_is_enabled_defaults_true_when_attribute_absent(self):
+        # A bare HubDB (as used throughout the rest of this test suite, and
+        # by any pre-HEL-543 call site) must default to enabled.
+        self.assertTrue(observability.is_enabled(self.db))
+        self.assertTrue(observability.is_enabled(None))
+
+    def test_disabled_record_call_writes_nothing(self):
+        self.db.observability_enabled = False
+        observability.record_call(self.db, "eastmoney", "indices", status="ok", latency_ms=1)
+        self.assertEqual(self.db.fetchall("SELECT * FROM provider_call_log"), [])
+        self.assertEqual(self.db.fetchall("SELECT * FROM provider_health"), [])
+
+    def test_disabled_observe_is_a_pure_passthrough_on_success(self):
+        self.db.observability_enabled = False
+        sentinel = {"ts_code": "600000.SH"}
+        calls = {"n": 0}
+
+        def fn():
+            calls["n"] += 1
+            return sentinel
+
+        result = observability.observe(self.db, "eastmoney", "indices", fn)
+        self.assertIs(result, sentinel)
+        self.assertEqual(calls["n"], 1)
+        self.assertEqual(self.db.fetchall("SELECT * FROM provider_call_log"), [])
+
+    def test_disabled_observe_still_reraises_the_exact_exception(self):
+        self.db.observability_enabled = False
+        boom = RuntimeError("upstream exploded")
+
+        def fn():
+            raise boom
+
+        with self.assertRaises(RuntimeError) as ctx:
+            observability.observe(self.db, "eastmoney", "indices", fn)
+        self.assertIs(ctx.exception, boom)
+        self.assertEqual(self.db.fetchall("SELECT * FROM provider_call_log"), [])
+
+    def test_re_enabling_resumes_recording(self):
+        self.db.observability_enabled = False
+        observability.observe(self.db, "eastmoney", "indices", lambda: {"ok": True})
+        self.assertEqual(self.db.fetchall("SELECT * FROM provider_call_log"), [])
+        self.db.observability_enabled = True
+        observability.observe(self.db, "eastmoney", "indices", lambda: {"ok": True})
+        self.assertEqual(len(self.db.fetchall("SELECT * FROM provider_call_log")), 1)
+
+
+class SettingsToggleTests(unittest.TestCase):
+    """The kill switch follows the same env-var pattern as DATAHUB_SCHEDULER."""
+
+    def test_defaults_to_enabled(self):
+        from datahub.settings import load_settings
+
+        settings = load_settings(env={})
+        self.assertTrue(settings.observability_enabled)
+
+    def test_datahub_observability_zero_disables(self):
+        from datahub.settings import load_settings
+
+        settings = load_settings(env={"DATAHUB_OBSERVABILITY": "0"})
+        self.assertFalse(settings.observability_enabled)
+
+    def test_datahub_observability_off_disables(self):
+        from datahub.settings import load_settings
+
+        settings = load_settings(env={"DATAHUB_OBSERVABILITY": "off"})
+        self.assertFalse(settings.observability_enabled)
+
+    def test_datahub_observability_one_keeps_enabled(self):
+        from datahub.settings import load_settings
+
+        settings = load_settings(env={"DATAHUB_OBSERVABILITY": "1"})
+        self.assertTrue(settings.observability_enabled)
+
+
+if __name__ == "__main__":
+    unittest.main()

xiaobai-datahub/tests/test_pipeline.py

@@ -53,7 +53,6 @@ def make_pipeline(before_commit=None, clock=None, quality=None) -> tuple[Pipelin
     settings = Settings(
         encryption_key=SecretVault.generate_key(),
         api_token="t" * 32,
-        admin_password="admin-pass",
         tushare_token="test-token",
         db_path=db.path,
         quality=quality_cfg,

xiaobai-datahub/tests/test_pipeline_observability.py

@@ -0,0 +1,82 @@
+from __future__ import annotations
+
+import unittest
+
+from datahub.pipeline import RetryError
+from tests.fixtures import TRADE_DATE
+from tests.test_pipeline import make_pipeline
+
+
+class PipelineObservabilityTests(unittest.TestCase):
+    """HEL-543: Tushare calls must keep writing the existing `src_calls`
+    record unchanged, while also feeding the new cross-provider
+    `provider_call_log` / `provider_health` side channel."""
+
+    def test_successful_fetch_logs_to_both_src_calls_and_provider_call_log(self) -> None:
+        pipe, db = make_pipeline()
+        pipe.ingest_reference(TRADE_DATE)
+        result = pipe.run_dataset("daily", TRADE_DATE)
+        self.assertEqual(result["state"], "published")
+
+        src_calls = db.fetchall("SELECT * FROM src_calls WHERE provider = 'tushare' AND endpoint = 'daily'")
+        self.assertTrue(any(row["ok"] == 1 for row in src_calls))
+
+        log = db.fetchall(
+            "SELECT * FROM provider_call_log WHERE provider = 'tushare' AND interface = 'daily'"
+        )
+        self.assertTrue(len(log) >= 1)
+        self.assertEqual(log[-1]["status"], "ok")
+
+        health = db.fetchone(
+            "SELECT * FROM provider_health WHERE provider = 'tushare' AND interface = 'daily'"
+        )
+        self.assertIsNotNone(health)
+        self.assertEqual(health["state"], "ok")
+        self.assertEqual(health["consec_failures"], 0)
+
+    def test_failed_fetch_logs_error_to_both_channels_and_still_raises(self) -> None:
+        pipe, db = make_pipeline()
+        pipe.ingest_reference(TRADE_DATE)
+
+        def boom(dataset, params):
+            raise RuntimeError("tushare upstream 500")
+
+        pipe.adapter.fetch = boom  # type: ignore[assignment]
+
+        with self.assertRaises(RetryError):
+            pipe.run_dataset("daily", TRADE_DATE, attempts=1)
+
+        src_calls = db.fetchall("SELECT * FROM src_calls WHERE provider = 'tushare' AND endpoint = 'daily' AND ok = 0")
+        self.assertTrue(len(src_calls) >= 1)
+        self.assertIn("tushare upstream 500", src_calls[-1]["error"])
+
+        log = db.fetchall(
+            "SELECT * FROM provider_call_log WHERE provider = 'tushare' AND interface = 'daily' AND status != 'ok'"
+        )
+        self.assertTrue(len(log) >= 1)
+        self.assertIn("tushare upstream 500", log[-1]["error"])
+
+        health = db.fetchone(
+            "SELECT * FROM provider_health WHERE provider = 'tushare' AND interface = 'daily'"
+        )
+        self.assertIsNotNone(health)
+        self.assertNotEqual(health["state"], "ok")
+        self.assertGreaterEqual(health["consec_failures"], 1)
+
+    def test_provider_call_log_is_purged_by_existing_cleanup_job(self) -> None:
+        pipe, db = make_pipeline()
+        pipe.ingest_reference(TRADE_DATE)
+        pipe.run_dataset("daily", TRADE_DATE)
+        self.assertTrue(db.fetchall("SELECT * FROM provider_call_log"))
+
+        # Force everything to look ancient so cleanup() sweeps it.
+        db.execute("UPDATE provider_call_log SET created_at = '2000-01-01T00:00:00+08:00'")
+        db.execute("UPDATE src_calls SET created_at = '2000-01-01T00:00:00+08:00'")
+        db.execute("UPDATE job_runs SET started_at = '2000-01-01T00:00:00+08:00'")
+
+        pipe.cleanup()
+        self.assertEqual(db.fetchall("SELECT * FROM provider_call_log"), [])
+
+
+if __name__ == "__main__":
+    unittest.main()

xiaobai-datahub/tests/test_quality_gates.py

@@ -76,7 +76,6 @@ def make_pipe(transport, quality_extra=None, clock=None):
     settings = Settings(
         encryption_key=SecretVault.generate_key(),
         api_token="t" * 32,
-        admin_password="admin-pass",
         tushare_token="test-token",
         db_path=db.path,
         quality=quality,

xiaobai-datahub/tests/test_realtime_observability.py

@@ -0,0 +1,163 @@
+from __future__ import annotations
+
+import tempfile
+import unittest
+from contextlib import contextmanager
+from pathlib import Path
+from unittest.mock import patch
+
+from datahub.adapters.base import AdapterError
+from datahub.db import HubDB
+from datahub.realtime_serve import fetch_index_quotes, fetch_intraday, fetch_quotes
+
+
+class _WriteBreaksDB:
+    """Wraps a real HubDB but breaks only the write path, to prove the
+    real serving path (reads/caches) is untouched by an observability
+    failure while still exercising real fetch/cache code around it."""
+
+    def __init__(self, real: HubDB) -> None:
+        self._real = real
+
+    def fetchall(self, sql, params=()):
+        return self._real.fetchall(sql, params)
+
+    def fetchone(self, sql, params=()):
+        return self._real.fetchone(sql, params)
+
+    def execute(self, sql, params=()):
+        return self._real.execute(sql, params)
+
+    def executemany(self, sql, rows):
+        return self._real.executemany(sql, rows)
+
+    @contextmanager
+    def write(self):
+        raise RuntimeError("db is not writable right now")
+        yield None  # pragma: no cover
+
+
+class RealtimeObservabilityTests(unittest.TestCase):
+    def setUp(self) -> None:
+        self.tmp = tempfile.TemporaryDirectory()
+        self.db = HubDB(Path(self.tmp.name) / "hub.db")
+
+    def tearDown(self) -> None:
+        self.tmp.cleanup()
+
+    def test_eastmoney_success_is_logged_without_changing_payload(self) -> None:
+        rows = [
+            {"ts_code": "000001.SH", "code": "000001", "name": "上证指数", "price": 3000.0,
+             "previous_close": 2990.0, "quote_time_epoch": 0, "source": "eastmoney_push2"},
+            {"ts_code": "399001.SZ", "code": "399001", "name": "深证成指", "price": 9000.0,
+             "previous_close": 8990.0, "quote_time_epoch": 0, "source": "eastmoney_push2"},
+            {"ts_code": "399006.SZ", "code": "399006", "name": "创业板指", "price": 1800.0,
+             "previous_close": 1790.0, "quote_time_epoch": 0, "source": "eastmoney_push2"},
+        ]
+        with patch("datahub.realtime_serve.EastmoneyAdapter") as mocked:
+            mocked.return_value.fetch_indices.return_value = rows
+            payload = fetch_index_quotes(self.db)
+        self.assertEqual(payload["data"], rows)
+        self.assertEqual(payload["meta"]["source"], "eastmoney:ulist")
+        log = self.db.fetchall("SELECT * FROM provider_call_log WHERE provider = 'eastmoney'")
+        self.assertEqual(len(log), 1)
+        self.assertEqual(log[0]["interface"], "indices")
+        self.assertEqual(log[0]["status"], "ok")
+        health = self.db.fetchone(
+            "SELECT * FROM provider_health WHERE provider = 'eastmoney' AND interface = 'indices'"
+        )
+        self.assertEqual(health["state"], "ok")
+
+    def test_eastmoney_failure_falls_back_to_tencent_and_logs_both(self) -> None:
+        tencent_rows = [
+            {"ts_code": "000001.SH", "code": "000001", "name": "上证指数", "price": 3000.0,
+             "previous_close": 2990.0, "quote_time_epoch": 0, "source": "tencent_qt"},
+            {"ts_code": "399001.SZ", "code": "399001", "name": "深证成指", "price": 9000.0,
+             "previous_close": 8990.0, "quote_time_epoch": 0, "source": "tencent_qt"},
+            {"ts_code": "399006.SZ", "code": "399006", "name": "创业板指", "price": 1800.0,
+             "previous_close": 1790.0, "quote_time_epoch": 0, "source": "tencent_qt"},
+        ]
+        with patch("datahub.realtime_serve.EastmoneyAdapter") as eastmoney, patch(
+            "datahub.realtime_serve.TencentAdapter"
+        ) as tencent:
+            eastmoney.return_value.fetch_indices.side_effect = AdapterError("Eastmoney returned 0/3 indices")
+            tencent.return_value.fetch_indices.return_value = tencent_rows
+            payload = fetch_index_quotes(self.db)
+        self.assertEqual(payload["meta"]["source"], "tencent:qt")
+        self.assertEqual(payload["data"], tencent_rows)
+        east_log = self.db.fetchone("SELECT * FROM provider_call_log WHERE provider = 'eastmoney'")
+        self.assertEqual(east_log["status"], "empty")
+        tencent_log = self.db.fetchone("SELECT * FROM provider_call_log WHERE provider = 'tencent'")
+        self.assertEqual(tencent_log["status"], "ok")
+
+    def test_observability_db_failure_never_breaks_a_real_successful_fetch(self) -> None:
+        rows = [
+            {"ts_code": "000001.SH", "price": 3000.0, "previous_close": 2990.0, "quote_time_epoch": 0},
+            {"ts_code": "399001.SZ", "price": 9000.0, "previous_close": 8990.0, "quote_time_epoch": 0},
+            {"ts_code": "399006.SZ", "price": 1800.0, "previous_close": 1790.0, "quote_time_epoch": 0},
+        ]
+        broken = _WriteBreaksDB(self.db)
+        with patch("datahub.realtime_serve.EastmoneyAdapter") as mocked:
+            mocked.return_value.fetch_indices.return_value = rows
+            payload = fetch_index_quotes(broken)
+        self.assertEqual(payload["data"], rows)
+        self.assertEqual(payload["meta"]["source"], "eastmoney:ulist")
+
+    def test_observability_db_failure_never_masks_a_real_source_outage(self) -> None:
+        broken = _WriteBreaksDB(self.db)
+        with patch("datahub.realtime_serve.EastmoneyAdapter") as eastmoney, patch(
+            "datahub.realtime_serve.TencentAdapter"
+        ) as tencent:
+            eastmoney.return_value.fetch_indices.side_effect = AdapterError("down")
+            tencent.return_value.fetch_indices.side_effect = AdapterError("also down")
+            with self.assertRaises(Exception):
+                fetch_index_quotes(broken)
+
+    def test_named_quotes_records_both_providers_on_partial_merge(self) -> None:
+        with patch("datahub.realtime_serve.EastmoneyAdapter") as eastmoney, patch(
+            "datahub.realtime_serve.TencentAdapter"
+        ) as tencent:
+            eastmoney.return_value.fetch_quotes.return_value = [
+                {"ts_code": "000001.SZ", "close": 10, "pre_close": 9, "quote_date": "20260907"},
+            ]
+            tencent.return_value.fetch_quotes.return_value = [
+                {"ts_code": "000002.SZ", "close": 20, "pre_close": 19, "quote_date": "20260907"},
+            ]
+            payload = fetch_quotes(self.db, ["000001.SZ", "000002.SZ"])
+        self.assertEqual(payload["meta"]["complete"], True)
+        east_log = self.db.fetchone(
+            "SELECT * FROM provider_call_log WHERE provider = 'eastmoney' AND interface = 'named_quotes'"
+        )
+        self.assertEqual(east_log["status"], "ok")
+        tencent_log = self.db.fetchone(
+            "SELECT * FROM provider_call_log WHERE provider = 'tencent' AND interface = 'named_quotes'"
+        )
+        self.assertEqual(tencent_log["status"], "ok")
+
+    def test_intraday_success_is_logged_as_ok(self) -> None:
+        payload_data = {
+            "entity_type": "stock", "ts_code": "601318.SH", "trade_date": "2026-09-07",
+            "previous_close": 55.8, "points": [{"date": "2026-09-07", "time": "09:30", "close": 55.9}],
+        }
+        with patch("datahub.realtime_serve.EastmoneyAdapter") as mocked:
+            mocked.return_value.fetch_intraday.return_value = payload_data
+            payload = fetch_intraday(self.db, "601318.SH")
+        self.assertEqual(payload["data"], payload_data)
+        log = self.db.fetchone(
+            "SELECT * FROM provider_call_log WHERE provider = 'eastmoney' AND interface = 'intraday'"
+        )
+        self.assertEqual(log["status"], "ok")
+
+    def test_intraday_failure_is_logged_as_empty(self) -> None:
+        with patch("datahub.realtime_serve.EastmoneyAdapter") as mocked:
+            mocked.return_value.fetch_intraday.side_effect = AdapterError("No intraday chart data returned")
+            with self.assertRaises(Exception):
+                fetch_intraday(self.db, "000001.SZ")
+        log = self.db.fetchone(
+            "SELECT * FROM provider_call_log WHERE provider = 'eastmoney' AND interface = 'intraday'"
+        )
+        self.assertEqual(log["status"], "empty")
+
+
+if __name__ == "__main__":
+    unittest.main()

xiaobai-datahub/tests/test_site_console.py

@@ -0,0 +1,213 @@
+from __future__ import annotations
+
+import re
+import unittest
+from http import HTTPStatus
+from pathlib import Path
+from typing import Any
+
+ROOT = Path(__file__).resolve().parents[1]
+REVIEW_ROOT = ROOT.parent
+
+from datahub.serving import ApiError
+from datahub.siteauth import SiteBridgeError
+from datahub.siteauth import SiteBridgeError
+from datahub.siteconsole import SiteConsole
+
+
+class RecordingBridge:
+    """Stands in for the review site so these tests exercise only the mapping."""
+
+    def __init__(self, replies: dict[str, dict[str, Any]] | None = None) -> None:
+        self.replies = replies or {}
+        self.calls: list[tuple[str, dict[str, Any]]] = []
+        self.fail_with = ""
+
+    def call(self, path: str, payload: dict[str, Any] | None = None) -> dict[str, Any]:
+        self.calls.append((path, dict(payload or {})))
+        if self.fail_with:
+            raise SiteBridgeError(self.fail_with)
+        return self.replies.get(path, {})
+
+    def paths(self) -> list[str]:
+        return [path for path, _ in self.calls]
+
+
+STATUS = {
+    "llm": {
+        "primary_model_id": "gpt-main",
+        "fallback_model_id": "",
+        "models": [
+            {"id": "gpt-main", "name": "GPT 主力", "model": "gpt-4o", "base_url": "https://api.openai.com/v1", "configured": True, "api_key_last4": "7f21"},
+            {"id": "gpt-mini", "name": "GPT 轻量", "model": "gpt-4o-mini", "base_url": "https://api.openai.com/v1", "configured": True, "api_key_last4": "7f21"},
+            {"id": "self-host", "name": "自建 Qwen", "model": "qwen2.5", "base_url": "https://llm.intra.example.com/v1", "configured": False, "api_key_last4": ""},
+        ],
+    }
+}
+
+
+class ModelPoolTests(unittest.TestCase):
+    def setUp(self) -> None:
+        self.bridge = RecordingBridge({"/api/hub-admin/status": STATUS})
+        self.console = SiteConsole(self.bridge)
+
+    def test_models_are_grouped_per_vendor_so_one_vendor_can_hold_many(self) -> None:
+        payload = self.console.models()
+        groups = {group["base_url"]: group for group in payload["groups"]}
+        self.assertEqual(2, len(groups))
+        openai = groups["https://api.openai.com/v1"]
+        self.assertEqual("OpenAI", openai["label"])
+        self.assertEqual(2, len(openai["models"]))
+        self.assertEqual("7f21", openai["key_last4"])
+        self.assertTrue(openai["configured"])
+
+    def test_unknown_vendors_fall_back_to_their_host_as_a_label(self) -> None:
+        groups = {group["base_url"]: group for group in self.console.models()["groups"]}
+        self.assertEqual("llm.intra.example.com", groups["https://llm.intra.example.com/v1"]["label"])
+        self.assertFalse(groups["https://llm.intra.example.com/v1"]["configured"])
+
+    def test_vendor_presets_are_offered_for_the_new_vendor_picker(self) -> None:
+        vendors = self.console.models()["vendors"]
+        self.assertIn("OpenAI", [vendor["label"] for vendor in vendors])
+        self.assertTrue(all(vendor["base_url"].startswith("http") for vendor in vendors))
+
+    def test_saving_only_forwards_the_keys_the_caller_actually_sent(self) -> None:
+        self.console.save_models({"primary_model_id": "gpt-mini"})
+        path, payload = self.bridge.calls[0]
+        self.assertEqual("/api/hub-admin/settings/save", path)
+        self.assertEqual({"primary_model_id": "gpt-mini"}, payload)
+
+    def test_saving_nothing_is_refused_rather_than_wiping_the_pool(self) -> None:
+        with self.assertRaises(ApiError):
+            self.console.save_models({})
+        self.assertEqual([], self.bridge.paths())
+
+    def test_fetching_a_model_list_needs_a_vendor_endpoint(self) -> None:
+        with self.assertRaises(ApiError):
+            self.console.fetch_models({"api_key": "sk-test"})
+
+    def test_fetch_passes_the_typed_key_through_for_first_time_vendors(self) -> None:
+        self.bridge.replies["/api/hub-admin/models/fetch"] = {"models": ["gpt-4o", "gpt-4o-mini"]}
+        result = self.console.fetch_models({"base_url": "https://api.openai.com/v1", "api_key": "sk-new"})
+        self.assertEqual(["gpt-4o", "gpt-4o-mini"], result["models"])
+        self.assertEqual({"base_url": "https://api.openai.com/v1", "api_key": "sk-new"}, self.bridge.calls[0][1])
+
+    def test_a_site_outage_becomes_a_console_error_not_a_traceback(self) -> None:
+        self.bridge.fail_with = "主站不可达"
+        with self.assertRaises(ApiError) as caught:
+            self.console.models()
+        self.assertIn("主站不可达", str(caught.exception))
+
+
+class MemberAndQuotaTests(unittest.TestCase):
+    def setUp(self) -> None:
+        self.bridge = RecordingBridge({"/api/hub-admin/members": {"users": [{"id": 2}], "membership": {"member_daily_limit": 50}}})
+        self.console = SiteConsole(self.bridge)
+
+    def test_saving_a_member_reads_the_roster_back_so_the_page_shows_truth(self) -> None:
+        payload = self.console.save_member({"user_id": 2, "status": "active", "duration": "3_months"})
+        self.assertEqual(["/api/hub-admin/membership/save", "/api/hub-admin/members"], self.bridge.paths())
+        self.assertEqual([{"id": 2}], payload["users"])
+
+    def test_quota_is_a_system_setting_not_a_membership_row(self) -> None:
+        self.console.save_quota({"member_daily_limit": 80})
+        self.assertEqual("/api/hub-admin/settings/save", self.bridge.paths()[0])
+        self.assertEqual({"member_daily_limit": 80}, self.bridge.calls[0][1])
+
+    def test_quota_below_one_is_rejected_before_it_reaches_the_site(self) -> None:
+        for bad in (0, -5, "abc"):
+            with self.subTest(bad=bad):
+                with self.assertRaises(ApiError):
+                    self.console.save_quota({"member_daily_limit": bad})
+        self.assertEqual([], self.bridge.paths())
+
+
+class InviteTests(unittest.TestCase):
+    def setUp(self) -> None:
+        self.bridge = RecordingBridge(
+            {
+                "/api/hub-admin/invites": {"summary": {"unused": 1}, "codes": [{"code_id": "abc", "code_masked": "XB-9Q2F-••••"}]},
+                "/api/hub-admin/invites/create": {
+                    "created": [{"code_id": "abc", "code": "XB-9Q2F-7K3M-2P8T"}],
+                    "summary": {"unused": 1},
+                    "codes": [{"code_id": "abc", "code_masked": "XB-9Q2F-••••"}],
+                },
+            }
+        )
+        self.console = SiteConsole(self.bridge)
+
+    def test_plaintext_codes_come_back_only_from_the_create_call(self) -> None:
+        created = self.console.create_invites({"count": 1}, created_by=1)
+        self.assertEqual("XB-9Q2F-7K3M-2P8T", created["created"][0]["code"])
+        # 列表里永远只有掩码，完整码不会再出现第二次
+        listed = self.console.invites()
+        self.assertEqual("XB-9Q2F-••••", listed["codes"][0]["code_masked"])
+        self.assertNotIn("code", listed["codes"][0])
+
+    def test_the_operator_is_recorded_as_the_issuer(self) -> None:
+        self.console.create_invites({"count": 3, "note": "给张总"}, created_by=7)
+        payload = self.bridge.calls[0][1]
+        self.assertEqual(7, payload["created_by"])
+        self.assertEqual(3, payload["count"])
+        self.assertEqual("给张总", payload["note"])
+
+    def test_revoking_uses_the_public_handle_never_the_raw_code(self) -> None:
+        self.console.revoke_invite({"code_id": "abc"})
+        self.assertEqual("/api/hub-admin/invites/revoke", self.bridge.paths()[0])
+        self.assertEqual({"code_id": "abc"}, self.bridge.calls[0][1])
+
+    def test_revoking_without_a_target_is_refused(self) -> None:
+        with self.assertRaises(ApiError):
+            self.console.revoke_invite({})
+        self.assertEqual([], self.bridge.paths())
+
+
+if __name__ == "__main__":
+    unittest.main()
+
+
+class BridgeContractTests(unittest.TestCase):
+    """Both halves of the bridge must agree on the path spelling.
+
+    A typo here fails only at runtime with a confusing 401 (the review site
+    falls through to its browser-session guard), so it is worth a static check.
+    """
+
+    def test_every_path_the_console_calls_is_registered_on_the_review_site(self) -> None:
+        console_paths = set()
+        for module in ("siteauth.py", "siteconsole.py"):
+            source = (ROOT / "datahub" / module).read_text(encoding="utf-8")
+            console_paths.update(re.findall(r'"(/api/hub-admin/[a-z/-]+)"', source))
+        self.assertTrue(console_paths)
+        registry = (REVIEW_ROOT / "backend" / "http" / "dispatch.py").read_text(encoding="utf-8")
+        registered = set(re.findall(r'"(/api/hub-admin/[a-z/-]+)":', registry))
+        self.assertEqual(
+            set(),
+            console_paths - registered,
+            "控制台在调、主站没注册的桥接路径会静默变成 401",
+        )
+
+
+class BridgeErrorMappingTests(unittest.TestCase):
+    """主站拒绝入参（Key 不对）不能在中枢这边冒成 500。"""
+
+    def _console(self, error: SiteBridgeError) -> SiteConsole:
+        class Failing:
+            def call(self, path, payload=None):
+                raise error
+
+        return SiteConsole(Failing())
+
+    def test_upstream_rejection_comes_back_as_a_bad_request(self) -> None:
+        console = self._console(SiteBridgeError("模型列表拉取失败（HTTP 401）", 400))
+        with self.assertRaises(ApiError) as caught:
+            console.fetch_models({"base_url": "https://api.openai.com/v1", "api_key": "sk-bad"})
+        self.assertEqual(caught.exception.code, "INVALID_ARGUMENT")
+        self.assertEqual(caught.exception.status, HTTPStatus.BAD_REQUEST)
+
+    def test_unreachable_site_comes_back_as_service_unavailable(self) -> None:
+        console = self._console(SiteBridgeError("主站不可达：connection refused"))
+        with self.assertRaises(ApiError) as caught:
+            console.models()
+        self.assertEqual(caught.exception.code, "SOURCE_UNAVAILABLE")
+        self.assertEqual(caught.exception.status, HTTPStatus.SERVICE_UNAVAILABLE)

xiaobai-datahub/tests/test_steward.py

@@ -20,7 +20,6 @@ class StewardQueryTests(unittest.TestCase):
             port=0,
             encryption_key=SecretVault.generate_key(),
             api_token="k" * 32,
-            admin_password="StartPass1",
             tushare_token="tushare-secret-token-xyz",
             db_path=Path(self.tmp.name) / "hub.db",
             backup_dir=Path(self.tmp.name) / "backups",

xiaobai-datahub/tests/test_stocks_refresh.py

@@ -45,7 +45,6 @@ def make_pipe(transport):
     settings = Settings(
         encryption_key=SecretVault.generate_key(),
         api_token="t" * 32,
-        admin_password="admin-pass",
         tushare_token="test-token",
         db_path=db.path,
         quality={"max_publish_attempts": 3, "publication_generations": 3},