fix(HEL-494): keep filtered reference lookups inside datahub

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

.env.example

@@ -1,20 +1,20 @@
 # Generated automatically when omitted. Back it up together with the database.
 APP_ENCRYPTION_KEY=
 
-# Initial shared market-data credential. After first launch it is encrypted into
-# the system settings; all accounts use the same backend market snapshot.
+# Market-source credentials are consumed and encrypted only by xiaobai-datahub.
+# compose.yaml masks them from the xiaobai-review website process.
 TUSHARE_TOKEN=your_tushare_token_here
 
 # Official xiaobai-datahub client. Read flags default on in config/datahub.config.json.
-# compose.yaml pins every DATAHUB_READ_* to 1 so leftover .env zeros cannot keep
-# official pages on the old APIs. Old website APIs are emergency fallback only.
+# compose.yaml pins every DATAHUB_READ_* to 1. The website has no provider
+# fallback; source selection and failover happen inside xiaobai-datahub.
 # DATAHUB_SHADOW_* can still override a single dataset.
 DATAHUB_BASE_URL=http://127.0.0.1:8766
 DATAHUB_TOKEN=
 
-# Optional iFinD HTTP credential. The backend exchanges it for a short-lived
-# access token and never exposes either token to browsers.
-IFIND_REFRESH_TOKEN=your_ifind_refresh_token_here
+# iFinD credentials live on xiaobai-datahub, not the website process.
+# IFIND_REFRESH_TOKEN=your_ifind_refresh_token_here
+# IFIND_ACCESS_TOKEN=
 
 # Initial platform member models (OpenAI-compatible). After first launch these
 # are encrypted into system settings and used only by admins and active members.

ARCHITECTURE.md

@@ -38,10 +38,15 @@ background scheduler
   fields, and feature-specific exceptions belong to `backend/features/<feature>/routes.py`.
 - `backend/features/<feature>/` owns the mechanically moved service, repository, HTTP, agent,
   or deterministic calculation code for that product area.
-- `backend/data/` owns provider construction, source policy, provenance, units, freshness,
-  coverage, display-versus-calculation eligibility, and shared numeric normalization policies.
+- `backend/data/` owns the website-side DataHub client, stable dataset contracts, provenance,
+  units, freshness, coverage, display-versus-calculation eligibility, and shared numeric
+  normalization policies. The website process does not construct or configure external market
+  providers; provider credentials, source selection, retries, fallbacks, caching, and backfill
+  belong exclusively to the `xiaobai-datahub` service.
 - `backend/data/providers/tushare_client.py` is the stable public `TushareClient` facade and
-  owns only its dataclass fields and shared cache state. Tushare HTTP transport belongs to
+  is retained as the dataset-contract compatibility surface and isolated test facade. Production
+  website services never instantiate it directly: its query methods are served by the DataHub
+  proxy. Its split modules document the stable contract: Tushare HTTP transport belongs to
   `tushare_transport.py`; market overview and realtime breadth belong to
   `tushare_dashboard.py`; indices belong to `tushare_indices.py`; Shenwan membership and
   industry snapshots belong to `tushare_industries.py`; generic sector snapshots belong to

DOCKER_DEPLOY.md

@@ -22,9 +22,10 @@ xiaobai-review 容器 :8765
         `-- heaven_knowledge.json   优先读取；缺失时回退到上方 seed
 ```
 
-账号、加密后的公共数据 Token、平台模型 API Key、生辰资料、行情快照和复盘数据均在
-`data/review.db`。解密密钥来自 `.env` 中的 `APP_ENCRYPTION_KEY`。数据库与
-密钥必须成对备份，任意一个丢失都无法恢复账号内的加密资料。
+账号、平台模型 API Key、生辰资料、行情快照和复盘数据均在 `data/review.db`。外部行情源
+Token 只允许保存在 `xiaobai-datahub` 的环境或凭据库，网站进程不读取、不保存，也不向
+提供方直接发请求。解密密钥来自 `.env` 中的 `APP_ENCRYPTION_KEY`。数据库与密钥必须成对
+备份，任意一个丢失都无法恢复账号内的加密资料。
 
 问天静态知识文件：
 
@@ -41,7 +42,9 @@ xiaobai-review 容器 :8765
 挂载进入容器，但被 Git 与 Docker 构建上下文排除，不会进入 Gitea 或镜像。私有 Skill
 只对管理员账号返回和开放调用，也会随本指南的 `data` 备份一起保存。
 
-首个注册账号自动成为管理员。管理员在“系统管理”中配置全站共享行情、后台刷新、平台会员模型及手动会员；普通用户的“账号设置”用于个人资料、会员状态、修改密码和切换账号。后台行情更新不会主动刷新任何浏览器页面。
+首个注册账号自动成为管理员。管理员在网站“系统管理”中查看数据中枢状态并配置后台刷新、
+平台会员模型及手动会员；行情源凭据和调度策略在数据中枢后台统一管理。普通用户的“账号设置”
+用于个人资料、会员状态、修改密码和切换账号。后台行情更新不会主动刷新任何浏览器页面。
 
 ## 2. 服务器要求
 

backend/application.py

@@ -60,22 +60,6 @@ from backend.llm.service import LLMServiceMixin
 from database import ReviewDatabase
 
 
-LEGACY_SECRET_KEYS = {
-    "TUSHARE_TOKEN",
-    "IFIND_REFRESH_TOKEN",
-    "IFIND_ACCESS_TOKEN",
-    "LLM_API_KEY",
-    "LLM_BASE_URL",
-    "LLM_MODEL",
-    "LLM_PRIMARY_API_KEY",
-    "LLM_PRIMARY_BASE_URL",
-    "LLM_PRIMARY_MODEL",
-    "LLM_FALLBACK_API_KEY",
-    "LLM_FALLBACK_BASE_URL",
-    "LLM_FALLBACK_MODEL",
-}
-
-
 class DashboardService(
     SystemServiceMixin,
     AccountApplicationMixin,
@@ -121,7 +105,6 @@ class DashboardService(
             self._system_credentials,
             MENTOR_SKILLS_DIR,
             PRIVATE_MENTOR_SKILLS_DIR,
-            lambda: self.token,
         )
         self.data_gateway = self.container.data_gateway
         self.ifind = self.container.ifind

backend/bootstrap/container.py

@@ -2,7 +2,6 @@ from __future__ import annotations
 
 from dataclasses import dataclass
 from pathlib import Path
-from collections.abc import Callable
 
 from backend.data import DataGateway, build_data_gateway
 from backend.database.repositories import RepositoryBundle, build_repository_bundle
@@ -13,8 +12,8 @@ from backend.features.screener.engine import ScreenerEngine
 from backend.features.screener.tracking import StrategyTrackingService
 from backend.jobs import InProcessJobRunner, JobRegistry, SQLiteJobRunRepository
 from database import ReviewDatabase
-from backend.data.providers.ifind_client import IfindHttpClient
-from backend.data.realtime import WebRealtimeAggregator
+from backend.data.datahub.ifind_proxy import HubIfindProxy
+from backend.data.datahub.realtime_proxy import HubRealtimeProxy
 from backend.features.market.charts import MarketChartClient
 
 
@@ -23,13 +22,13 @@ class ApplicationContainer:
     database: ReviewDatabase
     repositories: RepositoryBundle
     data_gateway: DataGateway
-    ifind: IfindHttpClient
+    ifind: HubIfindProxy
     screener: ScreenerEngine
     strategy_tracking: StrategyTrackingService
     alert_service: AlertService
     trade_journal: TradeJournalService
     mentor_skills: MentorSkillRegistry
-    realtime_aggregator: WebRealtimeAggregator
+    realtime_aggregator: HubRealtimeProxy
     chart_data: MarketChartClient
     jobs: InProcessJobRunner
 
@@ -39,9 +38,8 @@ def build_application_container(
     credentials: dict[str, object],
     mentor_skills_dir: Path,
     private_mentor_skills_dir: Path,
-    tushare_token_supplier: Callable[[], str] | None = None,
 ) -> ApplicationContainer:
-    data_gateway = build_data_gateway(credentials, tushare_token_supplier)
+    data_gateway = build_data_gateway(credentials)
     repositories = build_repository_bundle(database)
     jobs = InProcessJobRunner(JobRegistry.load(), SQLiteJobRunRepository(database))
     return ApplicationContainer(

backend/bootstrap/settings.py

@@ -10,11 +10,8 @@ from backend.features.accounts.security import SecretVault
 
 def environment_credentials(environment: Mapping[str, str]) -> dict[str, str]:
     return {
-        "tushare_token": str(environment.get("TUSHARE_TOKEN") or "").strip(),
         "datahub_token": str(environment.get("DATAHUB_TOKEN") or "").strip(),
         "datahub_base_url": str(environment.get("DATAHUB_BASE_URL") or "").strip(),
-        "ifind_refresh_token": str(environment.get("IFIND_REFRESH_TOKEN") or "").strip(),
-        "ifind_access_token": str(environment.get("IFIND_ACCESS_TOKEN") or "").strip(),
         "platform_llm_primary_api_key": str(
             environment.get("LLM_PRIMARY_API_KEY") or environment.get("LLM_API_KEY") or ""
         ).strip(),

backend/data/datahub/bridge.py

@@ -2,7 +2,8 @@ from __future__ import annotations
 
 import logging
 import sys
-from typing import Any, Callable
+from threading import Lock
+from typing import Any, Callable, ClassVar
 
 from backend.data.datahub.client import DatahubClient, DatahubResponse
 from backend.data.datahub.compare import compare_rows
@@ -18,7 +19,14 @@ from backend.data.datahub.native import (
 from backend.data.datahub.redact import redact_text, redact_value
 from backend.data.datahub.route_state import LEDGER
 from backend.data.datahub.settings import DatahubSettings
-from backend.data.providers.tushare_client import TushareClient
+from backend.data.providers.tushare_daily import DailyMarketMixin
+from backend.data.providers.tushare_dashboard import DashboardMixin
+from backend.data.providers.tushare_dragon_tiger import DragonTigerMixin
+from backend.data.providers.tushare_indices import IndexMixin
+from backend.data.providers.tushare_industries import ShenwanIndustryMixin
+from backend.data.providers.tushare_sectors import SectorMixin
+from backend.data.providers.tushare_stocks import StockMixin
+from backend.data.providers.tushare_transport import TushareError
 
 LOGGER = logging.getLogger("xiaobai.datahub")
 ShadowSink = Callable[[dict[str, Any]], None]
@@ -148,7 +156,7 @@ class DatahubBridge:
         cleaned = [str(item or "").strip() for item in codes if str(item or "").strip()]
         if not cleaned:
             return None
-        return self._try_quote_rows("quotes", {"codes": ",".join(cleaned[:60])}, minimum=1)
+        return self._try_quote_rows("quotes", {"codes": ",".join(cleaned)}, minimum=1)
 
     def try_index_quotes(self) -> list[dict[str, Any]] | None:
         flags = self.settings.flags("index_quotes")
@@ -171,6 +179,45 @@ class DatahubBridge:
             self._log_failure("index_quotes", exc)
             return None
 
+    def try_sector_quote(self, code: str, trade_date: str = "") -> dict[str, Any] | None:
+        flags = self.settings.flags("quotes")
+        if not flags.read:
+            return None
+        try:
+            response = self.client.sector_quote(code, trade_date)
+            data = response.data
+            if not isinstance(data, dict) or not data:
+                raise DatahubError("EMPTY", "datahub sector quote empty")
+            row = dict(data)
+            if (response.meta or {}).get("stale"):
+                row["delayed"] = True
+                row["delay_seconds"] = int((response.meta or {}).get("staleness_seconds") or 0)
+                row["delay_notice"] = str((response.meta or {}).get("delay_notice") or "")
+            self._record_route("quotes", "datahub", str((response.meta or {}).get("source") or "datahub"))
+            return row
+        except Exception as exc:
+            self._log_failure("quotes", exc)
+            return None
+
+    def try_limit_pool(self, trade_date: str = "") -> list[dict[str, Any]] | None:
+        flags = self.settings.flags("limit_events")
+        if not flags.read:
+            return None
+        try:
+            response = self.client.limit_pool(trade_date)
+            rows = [dict(item) for item in (response.data or []) if isinstance(item, dict)]
+            if not rows:
+                raise DatahubError("EMPTY", "datahub limit pool empty")
+            self._record_route(
+                "limit_events",
+                "datahub",
+                str((response.meta or {}).get("source") or "datahub"),
+            )
+            return rows
+        except Exception as exc:
+            self._log_failure("limit_events", exc)
+            return None
+
     def try_daily_chart(
         self,
         code: str,
@@ -191,6 +238,11 @@ class DatahubBridge:
                     self.client.index_bars,
                     {"code": code, "from": start, "to": compact_end},
                 )
+            elif dataset == "sector_daily":
+                response = self._paginate(
+                    self.client.sectors,
+                    {"code": code, "from": start, "to": compact_end},
+                )
             else:
                 response = self._paginate(
                     self.client.daily_bars,
@@ -208,7 +260,7 @@ class DatahubBridge:
             if not rows:
                 raise DatahubError("EMPTY", f"{dataset} chart empty")
             self._record_route(dataset, "datahub", str((response.meta or {}).get("source") or "datahub"))
-            return rows[-max(20, min(180, int(limit))):]
+            return rows[-max(1, int(limit)):]
         except Exception as exc:
             self._log_failure(dataset, exc)
             return None
@@ -240,9 +292,17 @@ class DatahubBridge:
                     rows = dated
             if len(rows) < minimum:
                 raise DatahubError("EMPTY", f"datahub {dataset} empty")
-            if (response.meta or {}).get("stale"):
-                raise DatahubError("STALE", f"datahub {dataset} stale")
-            self._record_route(dataset, "datahub", str((response.meta or {}).get("source") or "datahub"))
+            stale = bool((response.meta or {}).get("stale"))
+            delay = int((response.meta or {}).get("staleness_seconds") or 0)
+            notice = str((response.meta or {}).get("delay_notice") or "")
+            source = str((response.meta or {}).get("source") or "datahub")
+            if stale:
+                for item in rows:
+                    item["delayed"] = True
+                    item["delay_seconds"] = delay
+                    item["delay_notice"] = notice
+                    item["source"] = source
+            self._record_route(dataset, "datahub", source)
             return rows
         except Exception as exc:
             self._log_failure(dataset, exc)
@@ -251,57 +311,35 @@ class DatahubBridge:
     def query(
         self,
         api_name: str,
-        params: dict[str, Any] | None,
-        fields: str,
-        legacy_query: Callable[..., list[dict[str, Any]]],
+        params: dict[str, Any] | None = None,
+        fields: str = "",
     ) -> list[dict[str, Any]]:
+        if api_name == "rt_sw_k":
+            raise TushareError("rt_sw_k is disabled; use published sw_daily or free Shenwan realtime")
         dataset = API_TO_DATASET.get(api_name)
-        # 问天按实际数据依赖接入：已映射到 hub 的 API 跟随开关；未映射的继续旧链路。
-        if not dataset:
-            return legacy_query(api_name, params, fields)
-        flags = self.settings.flags(dataset)
-        if not flags.read and not flags.shadow:
-            return legacy_query(api_name, params, fields)
-
-        hub_rows: list[dict[str, Any]] | None = None
-        hub_meta: dict[str, Any] = {}
-        hub_error: str | None = None
-        hub_canonical: list[dict[str, Any]] = []
-        try:
-            response = self._fetch_dataset(dataset, params or {}, api_name=api_name)
-            hub_canonical = self._extract_rows(dataset, response, params or {})
-            hub_rows = to_native_rows(dataset, hub_canonical)
-            hub_meta = dict(response.meta)
-            self._validate_usable(dataset, hub_rows, response)
-        except Exception as exc:
-            hub_error = self._error_text(exc)
-            self._log_failure(dataset, exc)
-
-        if flags.shadow:
-            try:
-                legacy_rows = legacy_query(api_name, params, fields)
-            except Exception as exc:
-                if flags.read and hub_rows is not None and hub_error is None:
-                    self._emit_shadow(
-                        compare_rows(dataset, [], hub_canonical, hub_meta, self._error_text(exc), fields)
-                    )
-                    return project_fields(hub_rows, fields)
-                raise
-            self._emit_shadow(compare_rows(dataset, legacy_rows, hub_canonical, hub_meta, hub_error, fields))
-            if flags.read and hub_rows is not None and hub_error is None:
-                self._record_route(dataset, "datahub", str(hub_meta.get("source") or "datahub"))
-                return project_fields(hub_rows, fields)
+        if dataset:
+            flags = self.settings.flags(dataset)
             if flags.read:
-                self._record_route(dataset, "legacy", "tushare", hub_error or "")
-            return legacy_rows
-
-        if flags.read and hub_rows is not None and hub_error is None:
-            self._record_route(dataset, "datahub", str(hub_meta.get("source") or "datahub"))
-            return project_fields(hub_rows, fields)
-        result = legacy_query(api_name, params, fields)
-        if flags.read:
-            self._record_route(dataset, "legacy", "tushare", hub_error or "")
-        return result
+                try:
+                    response = self._fetch_dataset(dataset, params or {}, api_name=api_name)
+                    hub_canonical = self._extract_rows(dataset, response, params or {})
+                    hub_rows = to_native_rows(dataset, hub_canonical)
+                    self._validate_usable(dataset, hub_rows, response)
+                    self._record_route(dataset, "datahub", str(response.meta.get("source") or "datahub"))
+                    return project_fields(hub_rows, fields)
+                except Exception as exc:
+                    self._log_failure(dataset, exc)
+        try:
+            response = self.client.query_api(api_name, params or {}, fields)
+            rows = [dict(item) for item in (response.data or []) if isinstance(item, dict)]
+            if dataset:
+                self._record_route(dataset, "datahub", str((response.meta or {}).get("source") or "datahub"))
+            else:
+                self._record_route(api_name, "datahub", str((response.meta or {}).get("source") or "datahub"))
+            return rows if not fields else project_fields(rows, fields)
+        except Exception as exc:
+            self._log_failure(dataset or api_name, exc)
+            raise TushareError(self._error_text(exc)) from exc
 
     def _fetch_dataset(self, dataset: str, params: dict[str, Any], api_name: str = "") -> DatahubResponse:
         date = yyyymmdd(params.get("trade_date") or params.get("date"))
@@ -421,8 +459,8 @@ class DatahubBridge:
 
     def _log_failure(self, dataset: str, exc: Exception) -> None:
         error = redact_text(self._error_text(exc), self.settings.secrets())
-        LOGGER.warning("datahub fallback dataset=%s error=%s", dataset, error)
-        self._record_route(dataset, "legacy", "pending-legacy", error)
+        LOGGER.warning("datahub unavailable dataset=%s error=%s", dataset, error)
+        self._record_route(dataset, "datahub", "unavailable", error)
 
     def _record_route(self, dataset: str, route: str, source: str = "", error: str = "") -> None:
         LEDGER.record(dataset, route, source, redact_text(error, self.settings.secrets()))
@@ -444,7 +482,7 @@ def _native_quote(row: dict[str, Any]) -> dict[str, Any] | None:
     if not ts_code or close <= 0 or previous <= 0:
         return None
     volume = _finite(row.get("vol") if row.get("vol") not in (None, "") else row.get("volume"))
-    return {
+    payload = {
         "ts_code": ts_code,
         "name": str(row.get("name") or ts_code).strip(),
         "pre_close": previous,
@@ -458,6 +496,11 @@ def _native_quote(row: dict[str, Any]) -> dict[str, Any] | None:
         "quote_date": yyyymmdd(row.get("quote_date") or row.get("trade_date")),
         "source": str(row.get("source") or "datahub"),
     }
+    if row.get("delayed"):
+        payload["delayed"] = True
+        payload["delay_seconds"] = int(row.get("delay_seconds") or 0)
+        payload["delay_notice"] = str(row.get("delay_notice") or "")
+    return payload
 
 
 def _chart_bars(rows: list[Any]) -> list[dict[str, Any]]:
@@ -504,19 +547,36 @@ def _finite(value: Any) -> float:
         return 0.0
 
 
-class DatahubAwareTushareClient:
-    def __init__(self, legacy: TushareClient, bridge: DatahubBridge) -> None:
-        self._legacy = legacy
-        self._bridge = bridge
-        # Mixins run as methods on the inner instance (dashboard / indices /
-        # getattr). Bind hub hooks and query onto that instance so real
-        # assembly cannot skip 8766.
-        self._legacy_query = legacy.query
-        legacy.query = self.query
-        legacy.try_market_quotes = self.try_market_quotes
-        legacy.try_quotes = self.try_quotes
-        legacy.try_index_quotes = self.try_index_quotes
-        legacy.record_datahub_legacy = self.record_datahub_legacy
+class DatahubAwareTushareClient(
+    DashboardMixin,
+    IndexMixin,
+    ShenwanIndustryMixin,
+    SectorMixin,
+    DragonTigerMixin,
+    StockMixin,
+    DailyMarketMixin,
+):
+    """Website market facade. Mixins call query(); query talks only to the hub."""
+
+    _realtime_reference_cache: ClassVar[dict[str, dict[str, Any]]] = {}
+    _realtime_reference_lock: ClassVar[Lock] = Lock()
+    _capital_cache: ClassVar[dict[str, dict[str, Any]]] = {}
+    _latest_realtime_market: ClassVar[dict[str, dict[str, Any]]] = {}
+    _stock_activity_cache: ClassVar[dict[str, dict[str, Any]]] = {}
+    _stock_listing_cache: ClassVar[dict[str, Any]] = {}
+    _stock_listing_lock: ClassVar[Lock] = Lock()
+    _suspension_cache: ClassVar[dict[str, dict[str, str] | None]] = {}
+    _suspension_lock: ClassVar[Lock] = Lock()
+    _sw_member_cache: ClassVar[dict[str, Any]] = {}
+    _sw_member_lock: ClassVar[Lock] = Lock()
+
+    def __init__(self, first: Any, second: Any | None = None) -> None:
+        # Production: DatahubAwareTushareClient(bridge)
+        # Older tests: DatahubAwareTushareClient(unused_legacy, bridge)
+        self._bridge = second if second is not None else first
+        self.token = "datahub"
+        self.timeout = 30
+        self.realtime_aggregator = None
 
     def query(
         self,
@@ -524,7 +584,7 @@ class DatahubAwareTushareClient:
         params: dict[str, Any] | None = None,
         fields: str = "",
     ) -> list[dict[str, Any]]:
-        return self._bridge.query(api_name, params, fields, self._legacy_query)
+        return self._bridge.query(api_name, params, fields)
 
     def try_market_quotes(self, trade_date: str = "") -> list[dict[str, Any]] | None:
         return self._bridge.try_market_quotes(trade_date)
@@ -535,8 +595,11 @@ class DatahubAwareTushareClient:
     def try_index_quotes(self) -> list[dict[str, Any]] | None:
         return self._bridge.try_index_quotes()
 
+    def try_sector_quote(self, code: str, trade_date: str = "") -> dict[str, Any] | None:
+        return self._bridge.try_sector_quote(code, trade_date)
+
+    def try_limit_pool(self, trade_date: str = "") -> list[dict[str, Any]] | None:
+        return self._bridge.try_limit_pool(trade_date)
+
     def record_datahub_legacy(self, dataset: str, source: str = "", error: str = "") -> None:
         self._bridge.record_legacy(dataset, source, error)
-
-    def __getattr__(self, name: str) -> Any:
-        return getattr(self._legacy, name)

backend/data/datahub/client.py

@@ -90,6 +90,24 @@ class DatahubClient:
             params["dataset"] = dataset
         return self.get("/v1/batches", params)
 
+    def query_api(self, api_name: str, params: dict[str, Any] | None = None, fields: str = "") -> DatahubResponse:
+        return self.post(
+            "/v1/query",
+            {"api_name": api_name, "params": params or {}, "fields": fields},
+        )
+
+    def sector_quote(self, code: str, date: str = "") -> DatahubResponse:
+        payload: dict[str, Any] = {"code": code}
+        if date:
+            payload["date"] = date
+        return self.get("/v1/sectors/quote", payload)
+
+    def limit_pool(self, trade_date: str = "") -> DatahubResponse:
+        params: dict[str, Any] = {}
+        if trade_date:
+            params["date"] = trade_date
+        return self.get("/v1/limit-pool", params)
+
     def get(self, path: str, params: dict[str, Any] | None = None) -> DatahubResponse:
         if not self.settings.token:
             raise DatahubError("NOT_CONFIGURED", "DATAHUB_TOKEN is not configured")
@@ -118,15 +136,41 @@ class DatahubClient:
                 )
         raise last_error or DatahubError("INTERNAL", "datahub request failed")
 
-    def _request(self, url: str) -> DatahubResponse:
+    def post(self, path: str, body: dict[str, Any] | None = None) -> DatahubResponse:
+        if not self.settings.token:
+            raise DatahubError("NOT_CONFIGURED", "DATAHUB_TOKEN is not configured")
+        url = self.settings.base_url + path
+        attempts = 1 + max(0, self.settings.retries)
+        last_error: DatahubError | None = None
+        payload = json.dumps(body or {}, ensure_ascii=False).encode("utf-8")
+        for attempt in range(attempts):
+            try:
+                return self._request(url, method="POST", data=payload)
+            except DatahubError as exc:
+                last_error = exc
+                if exc.code not in {"TIMEOUT", "UNAVAILABLE"} or attempt + 1 >= attempts:
+                    raise
+                LOGGER.warning(
+                    "datahub retry %s/%s %s",
+                    attempt + 1,
+                    attempts,
+                    redact_text(str(exc), self.settings.secrets()),
+                )
+        raise last_error or DatahubError("INTERNAL", "datahub request failed")
+
+    def _request(self, url: str, method: str = "GET", data: bytes | None = None) -> DatahubResponse:
+        headers = {
+            "Accept": "application/json",
+            "X-Datahub-Token": self.settings.token,
+            "User-Agent": "XiaobaiReviewDatahub/1.0",
+        }
+        if data is not None:
+            headers["Content-Type"] = "application/json"
         request = urllib.request.Request(
             url,
-            headers={
-                "Accept": "application/json",
-                "X-Datahub-Token": self.settings.token,
-                "User-Agent": "XiaobaiReviewDatahub/1.0",
-            },
-            method="GET",
+            data=data,
+            headers=headers,
+            method=method,
         )
         try:
             with self._urlopen(request, timeout=self.settings.timeout_seconds) as response:

backend/data/datahub/ifind_proxy.py

@@ -0,0 +1,140 @@
+from __future__ import annotations
+
+import time
+from typing import Any
+
+from backend.data.datahub.bridge import DatahubBridge
+from backend.data.datahub.errors import DatahubError
+from backend.data.providers.ifind_client import IfindError
+
+class HubIfindProxy:
+    """Website-facing iFinD facade. Talks only to xiaobai-datahub."""
+
+    def __init__(self, datahub: DatahubBridge) -> None:
+        self._datahub = datahub
+        self._status: dict[str, Any] | None = None
+        self._status_at = 0.0
+
+    @property
+    def configured(self) -> bool:
+        return bool(self.status().get("configured"))
+
+    def status(self) -> dict[str, Any]:
+        now = time.monotonic()
+        if self._status is not None and now - self._status_at < 30:
+            return dict(self._status)
+        fallback = {"configured": False, "access_ready": False, "access_expires_at": ""}
+        if not self._datahub.settings.token:
+            self._status = fallback
+            self._status_at = now
+            return dict(fallback)
+        try:
+            rows = self._rows("ifind_status", {})
+        except IfindError:
+            self._status = fallback
+            self._status_at = now
+            return dict(fallback)
+        row = rows[0] if rows else {}
+        status = {
+            "configured": bool(row.get("configured")),
+            "access_ready": bool(row.get("access_ready")),
+            "access_expires_at": str(row.get("access_expires_at") or ""),
+        }
+        self._status = status
+        self._status_at = now
+        return dict(status)
+
+    def wencai(self, query: str, search_type: str = "stock", cache_ttl: int = 300) -> list[dict[str, Any]]:
+        return self._rows(
+            "ifind_wencai",
+            {"query": query, "search_type": search_type, "cache_ttl": cache_ttl},
+        )
+
+    def snapshots(
+        self,
+        codes: str | list[str],
+        indicators: list[str],
+        start_time: str,
+        end_time: str,
+        cache_ttl: int = 8,
+    ) -> list[dict[str, Any]]:
+        return self._rows(
+            "ifind_snapshots",
+            {
+                "codes": codes,
+                "indicators": indicators,
+                "start_time": start_time,
+                "end_time": end_time,
+                "cache_ttl": cache_ttl,
+            },
+        )
+
+    def history(
+        self,
+        codes: str | list[str],
+        indicators: list[str],
+        start_date: str,
+        end_date: str,
+        cache_ttl: int = 300,
+    ) -> list[dict[str, Any]]:
+        return self._rows(
+            "ifind_history",
+            {
+                "codes": codes,
+                "indicators": indicators,
+                "start_date": start_date,
+                "end_date": end_date,
+                "cache_ttl": cache_ttl,
+            },
+        )
+
+    def real_time(
+        self,
+        codes: str | list[str],
+        indicators: list[str],
+        cache_ttl: int = 10,
+    ) -> list[dict[str, Any]]:
+        return self._rows(
+            "ifind_realtime",
+            {"codes": codes, "indicators": indicators, "cache_ttl": cache_ttl},
+        )
+
+    def intraday(
+        self,
+        code: str,
+        start_time: str,
+        end_time: str,
+        cache_ttl: int = 20,
+    ) -> list[dict[str, Any]]:
+        return self._rows(
+            "ifind_intraday",
+            {
+                "code": code,
+                "start_time": start_time,
+                "end_time": end_time,
+                "cache_ttl": cache_ttl,
+            },
+        )
+
+    def test_connection(self) -> dict[str, Any]:
+        payload = self.real_time(
+            "000001.SH",
+            ["open", "high", "low", "latest", "preClose"],
+            cache_ttl=0,
+        )
+        return {
+            "ok": bool(payload),
+            "sample_time": str(payload[0].get("time") or "") if payload else "",
+        }
+
+    def _rows(self, api_name: str, params: dict[str, Any]) -> list[dict[str, Any]]:
+        try:
+            response = self._datahub.client.query_api(api_name, params)
+        except DatahubError as exc:
+            raise IfindError(str(exc) or "iFinD 数据中枢暂不可用") from exc
+        data = response.data
+        if isinstance(data, list):
+            return [dict(item) for item in data if isinstance(item, dict)]
+        if isinstance(data, dict):
+            return [dict(data)]
+        return []

backend/data/datahub/realtime_proxy.py

@@ -0,0 +1,180 @@
+from __future__ import annotations
+
+from datetime import datetime
+from typing import Any
+
+from backend.data.datahub.bridge import DatahubBridge
+from backend.data.realtime import RealtimeAggregateError
+
+
+class HubRealtimeProxy:
+    """Realtime observation facade. Talks only to xiaobai-datahub."""
+
+    def __init__(self, datahub: DatahubBridge) -> None:
+        self._datahub = datahub
+
+    def health_snapshot(self, sector: str = "") -> dict[str, Any]:
+        started = datetime.now().astimezone()
+        indices: list[dict[str, Any]] = []
+        error = ""
+        try:
+            indices = self.tencent_indices()
+        except RealtimeAggregateError as exc:
+            error = str(exc)
+        epochs = [int(item.get("quote_time_epoch") or 0) for item in indices]
+        now = datetime.now().astimezone()
+        max_skew = 120 if now.hour >= 15 else 15
+        index_consistent = bool(epochs) and max(epochs) - min(epochs) <= max_skew
+        ready = len(indices) == 3 and index_consistent
+        return {
+            "ready": ready,
+            "isolated": True,
+            "generated_at": started.isoformat(timespec="seconds"),
+            "elapsed_ms": 0,
+            "indices": indices,
+            "index_consistent": index_consistent,
+            "sector": None,
+            "sources": {
+                "datahub_indices": {
+                    "ok": ready,
+                    "error": error,
+                    "source": "datahub",
+                }
+            },
+            "observations": {},
+            "policy": {
+                "integration": "datahub_exclusive",
+                "max_index_time_skew_seconds": max_skew,
+                "notice": "实时观察只走数据中枢，主网站不再直连东财/腾讯。",
+            },
+        }
+
+    def tencent_indices(self) -> list[dict[str, Any]]:
+        rows = self._datahub.try_index_quotes() or []
+        result = [_as_index(item) for item in rows if _as_index(item)]
+        wanted = {"000001", "399001", "399006"}
+        result = [item for item in result if item.get("code") in wanted]
+        result.sort(key=lambda item: str(item.get("code") or ""))
+        if len(result) != 3:
+            raise RealtimeAggregateError(f"datahub returned {len(result)}/3 indices")
+        return result
+
+    def eastmoney_indices(self) -> list[dict[str, Any]]:
+        return self.tencent_indices()
+
+    def tencent_stock_quote(self, code: str, expected_date: str = "") -> dict[str, Any]:
+        return self._stock_quote(code, expected_date)
+
+    def eastmoney_stock_quote(self, code: str, expected_date: str = "") -> dict[str, Any]:
+        return self._stock_quote(code, expected_date)
+
+    def tencent_stock_quotes(
+        self,
+        codes: list[str],
+        expected_date: str = "",
+        minimum: int | None = None,
+    ) -> list[dict[str, Any]]:
+        return self._stock_quotes(codes, expected_date, minimum)
+
+    def eastmoney_stock_quotes(
+        self,
+        codes: list[str],
+        expected_date: str = "",
+    ) -> list[dict[str, Any]]:
+        return self._stock_quotes(codes, expected_date, None)
+
+    def eastmoney_shenwan_quote(self, ts_code: str, expected_date: str = "") -> dict[str, Any]:
+        quote = self._datahub.try_sector_quote(ts_code, expected_date)
+        if not quote:
+            raise RealtimeAggregateError(f"datahub shenwan quote unavailable for {ts_code}")
+        return quote
+
+    def _stock_quote(self, code: str, expected_date: str) -> dict[str, Any]:
+        rows = self._stock_quotes([code], expected_date, 1)
+        if not rows:
+            raise RealtimeAggregateError(f"datahub stock quote unavailable for {code}")
+        return rows[0]
+
+    def _stock_quotes(
+        self,
+        codes: list[str],
+        expected_date: str,
+        minimum: int | None,
+    ) -> list[dict[str, Any]]:
+        cleaned = [str(item or "").strip() for item in codes if str(item or "").strip()]
+        rows = self._datahub.try_quotes(cleaned) if cleaned else (self._datahub.try_market_quotes(expected_date) or [])
+        quotes = [_as_stock(item) for item in (rows or []) if _as_stock(item)]
+        if expected_date:
+            compact = str(expected_date).replace("-", "")
+            quotes = [
+                item
+                for item in quotes
+                if not item.get("quote_date") or str(item.get("quote_date") or "").replace("-", "") == compact
+            ]
+        if minimum is not None and len(quotes) < minimum:
+            raise RealtimeAggregateError(f"datahub returned {len(quotes)} quotes, need {minimum}")
+        return quotes
+
+
+def _as_index(row: dict[str, Any]) -> dict[str, Any] | None:
+    code = str(row.get("code") or str(row.get("ts_code") or "").split(".")[0] or "")
+    price = _number(row.get("price") if row.get("price") not in (None, "") else row.get("close"))
+    if not code or price <= 0:
+        return None
+    epoch = int(_number(row.get("quote_time_epoch")))
+    amount = _number(row.get("amount_billion"))
+    if amount <= 0:
+        amount = round(_number(row.get("amount")) / 100_000_000, 2)
+    return {
+        "code": code,
+        "name": row.get("name") or code,
+        "price": price,
+        "change": _number(row.get("change") if row.get("change") not in (None, "") else row.get("pct_chg")),
+        "change_amount": _number(row.get("change_amount")),
+        "open": _number(row.get("open")),
+        "high": _number(row.get("high")),
+        "low": _number(row.get("low")),
+        "previous_close": _number(
+            row.get("previous_close") if row.get("previous_close") not in (None, "") else row.get("pre_close")
+        ),
+        "amount_billion": amount,
+        "quote_time_epoch": epoch,
+        "quote_time": str(row.get("quote_time") or ""),
+        "source": str(row.get("source") or "datahub"),
+        "cache_age_seconds": 0,
+    }
+
+
+def _as_stock(row: dict[str, Any]) -> dict[str, Any] | None:
+    close = _number(row.get("close") if row.get("close") not in (None, "") else row.get("price"))
+    if close <= 0:
+        return None
+    ts_code = str(row.get("ts_code") or "")
+    code = str(row.get("code") or ts_code.split(".")[0] or "")
+    return {
+        "ts_code": ts_code or code,
+        "code": code,
+        "name": row.get("name") or "",
+        "close": close,
+        "pre_close": _number(
+            row.get("pre_close") if row.get("pre_close") not in (None, "") else row.get("previous_close")
+        ),
+        "open": _number(row.get("open")),
+        "high": _number(row.get("high")),
+        "low": _number(row.get("low")),
+        "volume": _number(row.get("volume") if row.get("volume") not in (None, "") else row.get("vol")),
+        "vol": _number(row.get("vol") if row.get("vol") not in (None, "") else row.get("volume")),
+        "amount": _number(row.get("amount")),
+        "quote_time_epoch": int(_number(row.get("quote_time_epoch"))),
+        "quote_time": str(row.get("quote_time") or ""),
+        "quote_date": str(row.get("quote_date") or ""),
+        "source": str(row.get("source") or "datahub"),
+        "delayed": bool(row.get("delayed")),
+    }
+
+
+def _number(value: Any) -> float:
+    try:
+        return float(value or 0)
+    except (TypeError, ValueError):
+        return 0.0

backend/data/gateway.py

@@ -1,45 +1,40 @@
 from __future__ import annotations
 
-from collections.abc import Callable
 from dataclasses import dataclass
 from datetime import datetime
 from typing import Any
 
 from backend.data.contracts import DataUsage
 from backend.data.datahub import DatahubAwareTushareClient, DatahubBridge, DatahubClient, DatahubSettings
+from backend.data.datahub.ifind_proxy import HubIfindProxy
+from backend.data.datahub.realtime_proxy import HubRealtimeProxy
 from backend.data.policy import DataSourcePolicy
-from backend.data.providers import IfindProvider, TushareProvider
+from backend.data.providers import IfindProvider
 from backend.data.quality import DataQualityGate, QualityEvidence, QualityReport
-from backend.data.providers.ifind_client import IfindHttpClient
-from backend.data.providers.tushare_client import TushareClient
-from backend.data.realtime import WebRealtimeAggregator
-from backend.features.market.charts import EastmoneyChartClient, MarketChartClient
+from backend.features.market.charts import MarketChartClient
 
 
 @dataclass(frozen=True)
 class DataGateway:
     policy: DataSourcePolicy
     quality: DataQualityGate
-    tushare_provider: TushareProvider
     ifind_provider: IfindProvider
     chart_data: MarketChartClient
-    realtime_observer: WebRealtimeAggregator
+    realtime_observer: HubRealtimeProxy
     datahub: DatahubBridge
 
     @property
-    def ifind(self) -> IfindHttpClient:
+    def ifind(self) -> HubIfindProxy:
         return self.ifind_provider.client
 
     def tushare(
         self,
         dataset_id: str = "",
         usage: DataUsage = "calculation",
-    ) -> TushareClient:
+    ) -> DatahubAwareTushareClient:
         if dataset_id:
             self.policy.assert_allowed(dataset_id, "tushare", usage)
-        legacy = self.tushare_provider.client()
-        legacy.realtime_aggregator = self.realtime_observer
-        return DatahubAwareTushareClient(legacy, self.datahub)
+        return DatahubAwareTushareClient(self.datahub)
 
     def dataset_status(self, trade_date: str) -> list[dict[str, Any]] | None:
         return self.datahub.dataset_status(trade_date)
@@ -99,26 +94,18 @@ class DataGateway:
 
 def build_data_gateway(
     credentials: dict[str, object],
-    tushare_token_supplier: Callable[[], str] | None = None,
     datahub_settings: DatahubSettings | None = None,
 ) -> DataGateway:
-    ifind = IfindHttpClient(
-        str(credentials.get("ifind_refresh_token") or ""),
-        str(credentials.get("ifind_access_token") or ""),
-    )
-    token_supplier = tushare_token_supplier or (
-        lambda: str(credentials.get("tushare_token") or "")
-    )
     policy = DataSourcePolicy.load()
     settings = datahub_settings or DatahubSettings.load(credentials=credentials)
     datahub_client = DatahubClient(settings)
     datahub = DatahubBridge(settings, datahub_client)
+    ifind = HubIfindProxy(datahub)
     return DataGateway(
         policy=policy,
         quality=DataQualityGate.load(policy),
-        tushare_provider=TushareProvider(token_supplier),
         ifind_provider=IfindProvider(ifind),
-        chart_data=MarketChartClient(ifind, EastmoneyChartClient(), datahub),
-        realtime_observer=WebRealtimeAggregator(),
+        chart_data=MarketChartClient(datahub),
+        realtime_observer=HubRealtimeProxy(datahub),
         datahub=datahub,
     )

backend/data/providers/ifind.py

@@ -1,11 +1,13 @@
 from __future__ import annotations
 
-from backend.data.providers.ifind_client import IfindHttpClient
+from typing import Any
 
 
 class IfindProvider:
-    def __init__(self, client: IfindHttpClient) -> None:
+    def __init__(self, client: Any) -> None:
         self.client = client
 
     def set_credentials(self, refresh_token: str, access_token: str = "") -> None:
-        self.client.set_credentials(refresh_token, access_token)
+        setter = getattr(self.client, "set_credentials", None)
+        if callable(setter):
+            setter(refresh_token, access_token)

backend/data/providers/tushare_client.py

@@ -66,3 +66,5 @@ class TushareClient(
     _stock_listing_lock: ClassVar[Lock] = Lock()
     _suspension_cache: ClassVar[dict[str, dict[str, str] | None]] = {}
     _suspension_lock: ClassVar[Lock] = Lock()
+    _sw_member_cache: ClassVar[dict[str, Any]] = {}
+    _sw_member_lock: ClassVar[Lock] = Lock()

backend/data/providers/tushare_daily.py

@@ -5,6 +5,7 @@ from typing import Any
 from backend.data.numbers import finite_number as _number
 from backend.data.providers.tushare_helpers import (
     _display_time,
+    _optional_number,
     _prices_equal,
     calendar_is_open,
 )
@@ -137,7 +138,66 @@ class DailyMarketMixin:
                 )
                 item["capital_trade_date"] = str(capital.get("trade_date") or "")
             result.append(item)
-        return result
+        return self._overlay_board_fields(result, trade_date)
+
+    def _overlay_board_fields(
+        self,
+        rows: list[dict[str, Any]],
+        trade_date: str,
+    ) -> list[dict[str, Any]]:
+        if not rows:
+            return rows
+        official = self._official_board_map(trade_date)
+        free = self._free_board_map(trade_date) if not official else {}
+        merged: list[dict[str, Any]] = []
+        for row in rows:
+            code = str(row.get("ts_code") or "")
+            extra = official.get(code) or free.get(code) or {}
+            if not extra:
+                merged.append(row)
+                continue
+            item = dict(row)
+            for key in (
+                "first_time",
+                "last_time",
+                "fd_amount",
+                "open_times",
+                "limit_times",
+                "turnover_ratio",
+            ):
+                incoming = extra.get(key)
+                current = item.get(key)
+                if incoming in (None, "", "--"):
+                    continue
+                if current in (None, "", "--", 0, 0.0):
+                    item[key] = incoming
+            merged.append(item)
+        return merged
+
+    def _official_board_map(self, trade_date: str) -> dict[str, dict[str, Any]]:
+        mapped: dict[str, dict[str, Any]] = {}
+        try:
+            for row in self._load_limit_lists(trade_date):
+                code = str(row.get("ts_code") or "")
+                if code:
+                    mapped[code] = row
+        except Exception:
+            return {}
+        return mapped
+
+    def _free_board_map(self, trade_date: str) -> dict[str, dict[str, Any]]:
+        loader = getattr(self, "try_limit_pool", None)
+        if not callable(loader):
+            return {}
+        try:
+            rows = loader(trade_date) or []
+        except Exception:
+            return {}
+        return {
+            str(row.get("ts_code") or ""): row
+            for row in rows
+            if row.get("ts_code")
+        }
 
     @staticmethod
     def _normalize_limit(row: dict[str, Any], status: str) -> dict[str, Any]:
@@ -162,7 +222,11 @@ class DailyMarketMixin:
             "turnover_source": row.get("turnover_source") or "provider",
             "capital_trade_date": row.get("capital_trade_date") or "",
             "amount_billion": round(amount_billion, 2),
-            "seal_amount_million": round(_number(row.get("fd_amount")) / 10000, 0),
+            "seal_amount_million": (
+                round(fd / 10000, 0)
+                if (fd := _optional_number(row.get("fd_amount"))) is not None
+                else None
+            ),
             "float_mv_billion": round(_number(row.get("float_mv")) / 100000000, 1),
             "status": status,
         }

backend/data/providers/tushare_dashboard.py

@@ -251,27 +251,23 @@ class DashboardMixin:
             quotes = hub(trade_date)
             if quotes:
                 return list(quotes), "datahub"
-        rt_error = ""
+        named = getattr(self, "try_quotes", None)
+        code_list = [item for item in str(codes or "").split(",") if item]
+        if callable(named) and code_list:
+            collected: list[dict[str, Any]] = []
+            for index in range(0, len(code_list), 60):
+                collected.extend(named(code_list[index:index + 60]) or [])
+            if collected:
+                delayed = any(item.get("delayed") for item in collected)
+                return collected, "datahub_delayed" if delayed else "datahub"
         try:
             quotes = self.query("rt_k", {"ts_code": codes})
             if quotes:
-                self._mark_quote_legacy("tushare_rt_k", rt_error)
-                return list(quotes), "tushare_rt_k"
-            rt_error = f"No realtime data returned for {trade_date}"
+                delayed = any(item.get("delayed") for item in quotes)
+                return list(quotes), "datahub_delayed" if delayed else "datahub"
         except TushareError as exc:
-            rt_error = str(exc)
-        try:
-            quotes, quote_source = self._free_realtime_quotes(trade_date, codes)
-        except Exception as exc:
-            raise TushareError(
-                f"当天盘中实时行情不可用：rt_k={rt_error}；免费源={exc}"
-            ) from exc
-        if not quotes:
-            raise TushareError(
-                f"当天盘中实时行情不可用：rt_k={rt_error}；免费源=empty"
-            )
-        self._mark_quote_legacy(quote_source, rt_error)
-        return quotes, quote_source
+            raise TushareError(f"当天盘中实时行情不可用：{exc}") from exc
+        raise TushareError("当天盘中实时行情不可用：数据中枢未返回可用行情")
 
     def _mark_quote_legacy(self, source: str, error: str = "") -> None:
         marker = getattr(self, "record_datahub_legacy", None)
@@ -283,24 +279,8 @@ class DashboardMixin:
         trade_date: str,
         codes: str = "",
     ) -> tuple[list[dict[str, Any]], str]:
-        aggregator = self._realtime_aggregator()
-        last_error = ""
-        try:
-            quotes = aggregator.eastmoney_market_quotes(expected_date=trade_date)
-            if quotes:
-                return quotes, "eastmoney_clist"
-        except Exception as exc:
-            last_error = str(exc)
-        code_list = [item for item in str(codes or "").split(",") if item]
-        try:
-            quotes = aggregator.tencent_market_quotes(code_list, expected_date=trade_date)
-        except Exception as exc:
-            raise TushareError(
-                f"eastmoney={last_error or 'empty'}；tencent={exc}"
-            ) from exc
-        if not quotes:
-            raise TushareError(f"eastmoney={last_error or 'empty'}；tencent=empty")
-        return quotes, "tencent_qt"
+        del trade_date, codes
+        raise TushareError("主网站不再直连免费行情源，请走数据中枢")
 
     def _free_realtime_indices(self) -> list[dict[str, Any]]:
         hub = getattr(self, "try_index_quotes", None)
@@ -309,14 +289,7 @@ class DashboardMixin:
             converted = [item for item in (_hub_index_quote(row) for row in rows or []) if item]
             if converted:
                 return converted
-        try:
-            rows = self._realtime_aggregator().eastmoney_indices()
-            marker = getattr(self, "record_datahub_legacy", None)
-            if callable(marker):
-                marker("index_quotes", "eastmoney_push2")
-            return rows
-        except Exception:
-            return []
+        return []
 
     def _load_realtime_reference(
         self,
@@ -365,10 +338,9 @@ class DashboardMixin:
         ts_code: str,
         reference_date: str = "",
     ) -> dict[str, Any]:
-        rows = self.query("rt_k", {"ts_code": ts_code})
-        if not rows:
+        row = self._realtime_quote_row(ts_code, reference_date)
+        if not row:
             raise TushareError(f"No realtime quote returned for {ts_code}")
-        row = rows[0]
         close = _number(row.get("close"))
         previous_close = _number(row.get("pre_close"))
         if close <= 0 or previous_close <= 0:
@@ -452,10 +424,24 @@ class DashboardMixin:
             "float_share_10k": float_share,
             "capital_trade_date": str(capital.get("trade_date") or ""),
             "turnover_source": "rt_volume/latest_float_share" if float_share else "unavailable",
-            "data_source": "tushare",
+            "data_source": str(row.get("source") or "tushare"),
             "realtime": True,
         }
 
+    def _realtime_quote_row(self, ts_code: str, reference_date: str = "") -> dict[str, Any]:
+        hub = getattr(self, "try_quotes", None)
+        if callable(hub):
+            rows = hub([ts_code]) or []
+            if rows:
+                return dict(rows[0])
+        try:
+            rows = self.query("rt_k", {"ts_code": ts_code})
+            if rows:
+                return dict(rows[0])
+        except TushareError:
+            pass
+        return {}
+
     def _stock_activity_metrics(
         self,
         ts_code: str,
@@ -573,7 +559,7 @@ class DashboardMixin:
             for row in reference.get("basic_rows") or []
             if row.get("ts_code")
         ]
-        quotes = self.query("rt_k", {"ts_code": ",".join(codes)}, "")
+        quotes, quote_source = self._load_realtime_quotes(",".join(codes), trade_date)
         rows = [
             row for row in quotes
             if _number(row.get("close")) > 0 and _number(row.get("pre_close")) > 0

backend/data/providers/tushare_helpers.py

@@ -23,6 +23,55 @@ def _text(value: Any) -> str:
     return str(value or "").strip()
 
 
+def _optional_number(value: Any) -> float | None:
+    if value in (None, "", "-"):
+        return None
+    number = _number(value, default=float("nan"))
+    if number != number:
+        return None
+    return number
+
+
+def _moneyflow_payload(flow: dict[str, Any] | None) -> dict[str, Any]:
+    if not flow:
+        return {
+            "available": False,
+            "net_million": None,
+            "large_million": None,
+            "medium_million": None,
+            "small_million": None,
+        }
+    net = _optional_number(flow.get("net_mf_amount"))
+    buy_lg = _optional_number(flow.get("buy_lg_amount"))
+    sell_lg = _optional_number(flow.get("sell_lg_amount"))
+    buy_elg = _optional_number(flow.get("buy_elg_amount"))
+    sell_elg = _optional_number(flow.get("sell_elg_amount"))
+    buy_md = _optional_number(flow.get("buy_md_amount"))
+    sell_md = _optional_number(flow.get("sell_md_amount"))
+    buy_sm = _optional_number(flow.get("buy_sm_amount"))
+    sell_sm = _optional_number(flow.get("sell_sm_amount"))
+    large = None
+    if None not in (buy_lg, sell_lg, buy_elg, sell_elg):
+        large = (buy_lg + buy_elg - sell_lg - sell_elg)
+    elif _optional_number(flow.get("large_amount")) is not None:
+        large = _optional_number(flow.get("large_amount"))
+    medium = None if None in (buy_md, sell_md) else (buy_md - sell_md)
+    if medium is None:
+        medium = _optional_number(flow.get("medium_amount"))
+    small = None if None in (buy_sm, sell_sm) else (buy_sm - sell_sm)
+    if small is None:
+        small = _optional_number(flow.get("small_amount"))
+    if net is None and large is None and medium is None and small is None:
+        return _moneyflow_payload(None)
+    return {
+        "available": True,
+        "net_million": None if net is None else round(net / 100, 2),
+        "large_million": None if large is None else round(large / 100, 2),
+        "medium_million": None if medium is None else round(medium / 100, 2),
+        "small_million": None if small is None else round(small / 100, 2),
+    }
+
+
 def _prices_equal(left: Any, right: Any) -> bool:
     if left is None or right is None:
         return False

backend/data/providers/tushare_indices.py

@@ -63,22 +63,8 @@ class IndexMixin:
         if callable(hub):
             rows = hub()
             if rows:
-                try:
-                    return self._hub_realtime_market_indices(requested_date, rows)
-                except TushareError:
-                    pass
-        try:
-            payload = self._tushare_realtime_market_indices(requested_date)
-            marker = getattr(self, "record_datahub_legacy", None)
-            if callable(marker):
-                marker("index_quotes", "tushare_rt_idx_k")
-            return payload
-        except TushareError:
-            payload = self._free_realtime_market_indices(requested_date)
-            marker = getattr(self, "record_datahub_legacy", None)
-            if callable(marker):
-                marker("index_quotes", str(payload.get("source") or "eastmoney_push2"))
-            return payload
+                return self._hub_realtime_market_indices(requested_date, rows)
+        raise TushareError("Realtime index quotes are incomplete")
 
     def _hub_realtime_market_indices(
         self,
@@ -199,50 +185,5 @@ class IndexMixin:
         }
 
     def _free_realtime_market_indices(self, requested_date: str) -> dict[str, Any]:
-        trade_date, _ = self.resolve_trade_context(requested_date)
-        aggregator = getattr(self, "realtime_aggregator", None)
-        if aggregator is None:
-            raise TushareError("免费实时源未配置")
-        quotes = aggregator.eastmoney_indices()
-        index_names = {
-            "000001": ("000001.SH", "上证指数"),
-            "399001": ("399001.SZ", "深证成指"),
-            "399006": ("399006.SZ", "创业板指"),
-        }
-        indices = []
-        for quote in quotes:
-            mapped = index_names.get(str(quote.get("code") or ""))
-            if not mapped:
-                continue
-            ts_code, name = mapped
-            close = _number(quote.get("price"))
-            previous_close = _number(quote.get("previous_close"))
-            if close <= 0 or previous_close <= 0:
-                continue
-            indices.append(
-                {
-                    "ts_code": ts_code,
-                    "name": str(quote.get("name") or name).strip(),
-                    "trade_date": trade_date,
-                    "close": close,
-                    "pct_chg": round(_number(quote.get("change")) or (close / previous_close - 1) * 100, 3),
-                    "return_5d": 0,
-                    "amount_billion": round(_number(quote.get("amount_billion")), 2),
-                    "quote_time": quote.get("quote_time") or "",
-                    "source": quote.get("source") or "eastmoney_push2",
-                }
-            )
-        if len(indices) != 3:
-            raise TushareError("Realtime index quotes are incomplete")
-        return {
-            "trade_date": trade_date,
-            "source": "eastmoney_push2",
-            "realtime": True,
-            "precise": True,
-            "indices": indices,
-            "aggregate": {
-                "average_pct_chg": round(sum(item["pct_chg"] for item in indices) / len(indices), 3),
-                "average_return_5d": 0,
-                "average_return_20d": 0,
-            },
-        }
+        del requested_date
+        raise TushareError("主网站不再直连免费行情源，请走数据中枢")

backend/data/providers/tushare_industries.py

@@ -1,11 +1,16 @@
 from __future__ import annotations
 
+import json
 from datetime import datetime, timedelta
+from pathlib import Path
 from typing import Any
 
 from backend.data.numbers import finite_number as _number
 from backend.data.providers.tushare_transport import TushareError
 
+_SW_MEMBER_TTL = timedelta(hours=24)
+_SW_MEMBER_DIR = Path(__file__).resolve().parents[3] / "data" / "cache" / "sw_members"
+
 
 class ShenwanIndustryMixin:
     def sw_stock_industry(self, ts_code: str, trade_date: str) -> dict[str, Any]:
@@ -132,21 +137,63 @@ class ShenwanIndustryMixin:
         actual_trade_date = str(daily.get("trade_date") or "")
         outer_precise = actual_trade_date == trade_date
         outer_error = "" if outer_precise else (
-            f"No Shenwan daily returned for {sector_code} on {trade_date}"
+            f"申万行业 {sector_code} 当日盘后正式数据尚未入库"
         )
+        outer_source = "tushare_sw_daily" if outer_precise else "unavailable"
         if not outer_precise and allow_realtime_close:
-            try:
-                return self._sw_realtime_sector_snapshot(
-                    industry,
-                    members,
+            inner_ok = bool(member_rows) and not coverage_issue
+            if inner_ok:
+                sw_row, rt_source, rt_error = self._sw_outer_realtime(
+                    sector_code,
+                    str(industry.get("l2_name") or ""),
                     trade_date,
-                    previous_trade_date,
                     finalized=True,
                 )
-            except TushareError as exc:
-                outer_error = f"{outer_error}; realtime close fallback failed: {exc}"
+                if sw_row:
+                    daily = sw_row
+                    actual_trade_date = str(
+                        sw_row.get("quote_date") or sw_row.get("trade_date") or ""
+                    )
+                    trade_time = str(sw_row.get("trade_time") or sw_row.get("quote_time") or "")
+                    quote_clock = (
+                        trade_time[11:19]
+                        if len(trade_time) >= 19
+                        else str(sw_row.get("quote_clock") or "")
+                    )
+                    outer_precise = actual_trade_date == trade_date
+                    if quote_clock and quote_clock < "15:00:00":
+                        outer_precise = False
+                    outer_source = rt_source or "eastmoney_sw"
+                    outer_error = "" if outer_precise else (
+                        rt_error or f"申万行业 {sector_code} 免费实时尚未形成收盘快照"
+                    )
+                else:
+                    outer_error = rt_error or outer_error
+            else:
+                try:
+                    snapshot = self._sw_realtime_sector_snapshot(
+                        industry,
+                        members,
+                        trade_date,
+                        previous_trade_date,
+                        finalized=True,
+                    )
+                    snapshot.update({
+                        "raw_member_count": raw_member_count,
+                        "excluded_member_count": len(excluded_members),
+                        "excluded_members": excluded_members,
+                    })
+                    return snapshot
+                except TushareError:
+                    outer_error = f"{outer_error}; 免费实时成分暂不可用"
 
-        official_change = _number(daily.get("pct_change")) if outer_precise else None
+        official_change = None
+        if outer_precise:
+            official_change = _number(
+                daily.get("pct_change")
+                if daily.get("pct_change") not in (None, "")
+                else daily.get("change")
+            )
         return {
             "code": sector_code,
             "name": industry.get("l2_name") or daily.get("name") or sector_code,
@@ -173,9 +220,9 @@ class ShenwanIndustryMixin:
             "amount_billion": round(amount_billion, 2),
             "count": 0,
             "max_streak": 0,
-            "source": "tushare_sw_daily+member_daily" if outer_precise else "tushare_member_daily",
+            "source": f"{outer_source}+tushare_member_daily" if outer_precise else "tushare_member_daily",
             "inner_source": "tushare_member_daily",
-            "outer_source": "tushare_sw_daily" if outer_precise else "unavailable",
+            "outer_source": outer_source,
             "taxonomy": "sw_l2",
             "industry": industry,
             "trade_date": trade_date,
@@ -189,7 +236,7 @@ class ShenwanIndustryMixin:
             "inner_error": inner_error,
             "outer_error": outer_error,
             "schema_version": 6,
-            "methodology": "外显使用申万二级行业官方日线；内核独立使用当日成分日线宽度与等权涨跌聚合",
+            "methodology": "外显使用已发布 sw_daily 或免费申万实时；内核优先使用当日成分日线，不调用 rt_sw_k",
         }
 
     def _sw_sector_members(
@@ -197,23 +244,100 @@ class ShenwanIndustryMixin:
         sector_code: str,
         trade_date: str,
     ) -> list[dict[str, Any]]:
-        rows = []
-        for is_new in ("Y", "N"):
-            rows.extend(
-                self.query(
-                    "index_member_all",
-                    {"l2_code": sector_code, "is_new": is_new},
-                    "l2_code,l2_name,ts_code,name,in_date,out_date,is_new",
+        cached_rows = self._read_local_sw_members(sector_code)
+        if cached_rows is not None:
+            return _active_members(cached_rows, trade_date)
+        rows: list[dict[str, Any]] = []
+        try:
+            for is_new in ("Y", "N"):
+                rows.extend(
+                    self.query(
+                        "index_member_all",
+                        {"l2_code": sector_code, "is_new": is_new},
+                        "l2_code,l2_name,ts_code,name,in_date,out_date,is_new",
+                    )
                 )
+        except TushareError:
+            stale = self._read_local_sw_members(sector_code, allow_stale=True) or []
+            if stale:
+                return _active_members(stale, trade_date)
+            raise
+        reconciled = _reconcile_membership_rows(rows)
+        self._write_local_sw_members(sector_code, reconciled)
+        return _active_members(reconciled, trade_date)
+
+    def _read_local_sw_members(
+        self,
+        sector_code: str,
+        allow_stale: bool = False,
+    ) -> list[dict[str, Any]] | None:
+        now = datetime.now().astimezone()
+        cache = getattr(self, "_sw_member_cache", None)
+        lock = getattr(self, "_sw_member_lock", None)
+        if isinstance(cache, dict) and lock is not None:
+            with lock:
+                packed = cache.get(sector_code)
+            if isinstance(packed, dict):
+                loaded_at = packed.get("loaded_at")
+                rows = packed.get("rows")
+                fresh = (
+                    isinstance(loaded_at, datetime)
+                    and now - loaded_at < _SW_MEMBER_TTL
+                )
+                if isinstance(rows, list) and (fresh or allow_stale):
+                    return [dict(item) for item in rows]
+        path = _sw_member_path(sector_code)
+        if not path.exists():
+            return None
+        try:
+            payload = json.loads(path.read_text(encoding="utf-8"))
+        except (OSError, json.JSONDecodeError):
+            return None
+        rows = list(payload.get("rows") or [])
+        updated = str(payload.get("updated_at") or "")
+        fresh = False
+        try:
+            stamped = datetime.fromisoformat(updated)
+            if stamped.tzinfo is None:
+                stamped = stamped.replace(tzinfo=now.tzinfo)
+            fresh = now - stamped.astimezone(now.tzinfo) < _SW_MEMBER_TTL
+        except ValueError:
+            fresh = False
+        if rows and (fresh or allow_stale):
+            self._remember_sw_members(sector_code, rows)
+            return rows
+        return None
+
+    def _write_local_sw_members(self, sector_code: str, rows: list[dict[str, Any]]) -> None:
+        packed = [dict(item) for item in rows]
+        self._remember_sw_members(sector_code, packed)
+        path = _sw_member_path(sector_code)
+        try:
+            path.parent.mkdir(parents=True, exist_ok=True)
+            path.write_text(
+                json.dumps(
+                    {
+                        "sector_code": sector_code,
+                        "updated_at": datetime.now().astimezone().isoformat(timespec="seconds"),
+                        "rows": packed,
+                    },
+                    ensure_ascii=False,
+                ),
+                encoding="utf-8",
             )
-        deduped: dict[str, dict[str, Any]] = {}
-        for row in _reconcile_membership_rows(rows):
-            code = str(row.get("ts_code") or "")
-            if code and _membership_active_on(row, trade_date):
-                current = deduped.get(code)
-                if current is None or str(row.get("in_date") or "") > str(current.get("in_date") or ""):
-                    deduped[code] = row
-        return list(deduped.values())
+        except OSError:
+            pass
+
+    def _remember_sw_members(self, sector_code: str, rows: list[dict[str, Any]]) -> None:
+        cache = getattr(self, "_sw_member_cache", None)
+        lock = getattr(self, "_sw_member_lock", None)
+        if not isinstance(cache, dict) or lock is None:
+            return
+        with lock:
+            cache[sector_code] = {
+                "loaded_at": datetime.now().astimezone(),
+                "rows": [dict(item) for item in rows],
+            }
 
     def sw_sector_members(self, sector_code: str, trade_date: str) -> list[dict[str, Any]]:
         """Return constituents active in a Shenwan L2 industry on the target date."""
@@ -311,37 +435,37 @@ class ShenwanIndustryMixin:
         finalized: bool = False,
     ) -> dict[str, Any]:
         sector_code = str(industry.get("l2_code") or "")
-        sw_rows = self.query(
-            "rt_sw_k",
-            {"ts_code": sector_code},
-            "ts_code,name,trade_time,close,pre_close,high,open,low,vol,amount,pct_change",
+        sw_row, outer_source, outer_error = self._sw_outer_realtime(
+            sector_code,
+            str(industry.get("l2_name") or ""),
+            trade_date,
+            finalized=finalized,
         )
-        sw_row = sw_rows[0] if sw_rows else {}
-        trade_time = str(sw_row.get("trade_time") or "")
-        quote_date = trade_time[:10].replace("-", "")
-        quote_clock = trade_time[11:19] if len(trade_time) >= 19 else ""
+        trade_time = str(sw_row.get("trade_time") or sw_row.get("quote_time") or "")
+        quote_date = str(sw_row.get("quote_date") or trade_time[:10].replace("-", ""))
+        quote_clock = trade_time[11:19] if len(trade_time) >= 19 else str(sw_row.get("quote_clock") or "")
         outer_precise = bool(sw_row and quote_date == trade_date)
-        if finalized and (not quote_clock or quote_clock < "15:00:00"):
+        if finalized and quote_clock and quote_clock < "15:00:00":
             outer_precise = False
-        official_change = _number(sw_row.get("pct_change"))
+        official_change = _number(sw_row.get("pct_change") if sw_row.get("pct_change") not in (None, "") else sw_row.get("change"))
         if not official_change:
-            close = _number(sw_row.get("close"))
-            pre_close = _number(sw_row.get("pre_close"))
+            close = _number(sw_row.get("close") if sw_row.get("close") not in (None, "") else sw_row.get("price"))
+            pre_close = _number(sw_row.get("pre_close") if sw_row.get("pre_close") not in (None, "") else sw_row.get("previous_close"))
             official_change = (close / pre_close - 1) * 100 if close and pre_close else 0
         if not outer_precise:
             official_change = None
-        outer_error = ""
-        if not sw_row:
-            outer_error = f"No Shenwan realtime index returned for {sector_code}"
-        elif quote_date != trade_date:
-            outer_error = f"Shenwan realtime index date is {quote_date or 'unknown'}, expected {trade_date}"
-        elif finalized and (not quote_clock or quote_clock < "15:00:00"):
-            outer_error = f"Shenwan realtime index is not a close snapshot ({trade_time})"
+        if not sw_row and not outer_error:
+            outer_error = f"申万行业 {sector_code} 当日外显待盘后正式数据或免费实时源"
+        elif quote_date and quote_date != trade_date:
+            outer_error = f"申万实时行业日期是 {quote_date}，期望 {trade_date}"
+        elif finalized and quote_clock and quote_clock < "15:00:00":
+            outer_error = f"申万行业尚未形成收盘快照（{trade_time}）"
 
         valid: list[dict[str, Any]] = []
         codes: list[str] = []
         reference: dict[str, Any] = {}
         inner_error = ""
+        inner_source = "unavailable"
         try:
             reference = self._load_realtime_reference(trade_date, previous_trade_date)
             active_codes = {
@@ -352,20 +476,27 @@ class ShenwanIndustryMixin:
             codes = [
                 str(row.get("ts_code") or "")
                 for row in members
-                if str(row.get("ts_code") or "") in active_codes
+                if str(row.get("ts_code") or "")
             ]
-            if codes:
-                quotes = self.query("rt_k", {"ts_code": ",".join(codes)}, "")
-                for row in quotes:
-                    close = _number(row.get("close"))
-                    previous_close = _number(row.get("pre_close"))
-                    if close <= 0 or previous_close <= 0:
-                        continue
-                    valid.append({**row, "change": (close / previous_close - 1) * 100})
-            else:
+            if active_codes:
+                listed = [code for code in codes if code in active_codes]
+                if listed:
+                    codes = listed
+            quotes, inner_source = self._load_member_realtime_quotes(codes, trade_date)
+            for row in quotes:
+                close = _number(row.get("close"))
+                previous_close = _number(row.get("pre_close"))
+                if close <= 0 or previous_close <= 0:
+                    continue
+                valid.append({**row, "change": (close / previous_close - 1) * 100})
+            if not codes:
                 inner_error = f"No active Shenwan members returned for {sector_code}"
+            elif not quotes:
+                inner_error = f"申万成分实时行情暂不可用：{sector_code}"
         except TushareError as exc:
             inner_error = str(exc)
+            if "rt_k" in inner_error or "权限" in inner_error:
+                inner_error = "申万成分实时行情暂不可用，已避开无权限接口"
 
         coverage = len(valid) / max(len(codes), 1) * 100
         valid_codes = {str(item.get("ts_code") or "") for item in valid}
@@ -390,16 +521,18 @@ class ShenwanIndustryMixin:
         }
         equal_change = sum(item["change"] for item in valid) / len(valid) if valid else 0
         amount_billion = sum(_number(item.get("amount")) for item in valid) / 100000000
+        market_rows: list[dict[str, Any]] = []
         try:
-            self._ensure_realtime_market_cache(trade_date)
-            with self._realtime_reference_lock:
-                market_rows = list(
-                    (self._latest_realtime_market.get(trade_date) or {}).get("rows") or []
-                )
+            market_rows = self._ensure_realtime_market_cache(trade_date)
         except TushareError as exc:
-            market_rows = []
-            inner_precise = False
-            inner_error = inner_error or str(exc)
+            message = str(exc)
+            if "rt_k" in message or "权限" in message:
+                market_error = "全市场实时行情暂不可用，已避开无权限接口"
+            else:
+                market_error = message
+            if not valid:
+                inner_precise = False
+                inner_error = inner_error or market_error
         capital_map = {
             str(item.get("ts_code") or ""): item
             for item in reference.get("capital_rows") or []
@@ -408,20 +541,28 @@ class ShenwanIndustryMixin:
         for item in valid:
             capital = capital_map.get(str(item.get("ts_code") or ""), {})
             float_share = _number(capital.get("float_share"))
-            if float_share:
-                sector_turnovers.append(_number(item.get("vol")) / float_share / 100)
+            volume = _number(item.get("vol"))
+            if float_share and volume:
+                # 免费源成交量为股；daily_basic.float_share 为万股。
+                sector_turnovers.append(volume / float_share / 100)
         market_turnovers = []
         for item in market_rows:
             capital = capital_map.get(str(item.get("ts_code") or ""), {})
             float_share = _number(capital.get("float_share"))
-            if float_share:
-                market_turnovers.append(_number(item.get("vol")) / float_share / 100)
+            volume = _number(item.get("vol"))
+            if float_share and volume:
+                market_turnovers.append(volume / float_share / 100)
         average_turnover = sum(sector_turnovers) / len(sector_turnovers) if sector_turnovers else 0
         market_turnover = sum(market_turnovers) / len(market_turnovers) if market_turnovers else 0
         relative_turnover = average_turnover / market_turnover if market_turnover else 0
-        if not relative_turnover:
-            inner_precise = False
-            inner_error = inner_error or "Shenwan member relative turnover is unavailable"
+        delayed = "delayed" in str(inner_source) or any(item.get("delayed") for item in valid)
+        delay_seconds = max((int(item.get("delay_seconds") or 0) for item in valid), default=0)
+        delay_notice = ""
+        if delayed:
+            delay_notice = next(
+                (str(item.get("delay_notice") or "") for item in valid if item.get("delay_notice")),
+                "",
+            ) or f"主备免费行情均暂不可用，显示最近一次真实快照（延迟 {delay_seconds} 秒）"
         return {
             "code": sector_code,
             "name": str(industry.get("l2_name") or sw_row.get("name") or ""),
@@ -447,9 +588,9 @@ class ShenwanIndustryMixin:
             "amount_billion": round(amount_billion, 2),
             "count": sum(item["change"] >= 9.5 for item in valid),
             "max_streak": 0,
-            "source": "tushare_rt_sw_k+sw_members_rt_k",
-            "inner_source": "tushare_sw_members+rt_k",
-            "outer_source": "tushare_rt_sw_k",
+            "source": f"{outer_source or 'unavailable'}+{inner_source}",
+            "inner_source": inner_source,
+            "outer_source": outer_source or "unavailable",
             "taxonomy": "sw_l2",
             "industry": industry,
             "trade_date": trade_date,
@@ -463,10 +604,96 @@ class ShenwanIndustryMixin:
             "precise": inner_precise and outer_precise,
             "inner_error": inner_error,
             "outer_error": outer_error,
+            "delayed": delayed,
+            "delay_seconds": delay_seconds,
+            "delay_notice": delay_notice,
             "schema_version": 6,
-            "methodology": "外显使用申万官方 rt_sw_k；内核独立使用申万成分 rt_k 宽度与相对换手聚合",
+            "methodology": "外显使用已发布 sw_daily 或免费申万实时；内核使用数据中枢/免费实时成分，不调用 rt_sw_k",
         }
 
+    def _sw_outer_realtime(
+        self,
+        sector_code: str,
+        sector_name: str,
+        trade_date: str,
+        finalized: bool = False,
+    ) -> tuple[dict[str, Any], str, str]:
+        hub = getattr(self, "try_sector_quote", None)
+        if callable(hub):
+            try:
+                row = hub(sector_code, "" if finalized else trade_date)
+            except Exception as exc:
+                message = str(exc)
+                if finalized:
+                    return {}, "", f"申万行业 {sector_code} 盘后正式数据待入库"
+                return {}, "", f"数据中枢申万实时暂不可用：{message[:180]}"
+            if row:
+                return dict(row), str(row.get("source") or "datahub"), ""
+        if finalized:
+            return {}, "", f"申万行业 {sector_code} 当日盘后正式数据尚未入库"
+        return {}, "", f"申万行业 {sector_code} 当日外显待补充"
+
+    def _load_member_realtime_quotes(
+        self,
+        codes: list[str],
+        trade_date: str,
+    ) -> tuple[list[dict[str, Any]], str]:
+        wanted = [str(code).strip() for code in codes if str(code or "").strip()]
+        if not wanted:
+            return [], "unavailable"
+        best_rows: list[dict[str, Any]] = []
+        best_source = "unavailable"
+
+        def consider(rows: list[dict[str, Any]] | None, source: str) -> list[dict[str, Any]]:
+            nonlocal best_rows, best_source
+            filtered = _filter_quotes_for_codes(rows, wanted)
+            if len(filtered) > len(best_rows):
+                best_rows = filtered
+                best_source = source
+            return filtered
+
+        hub_market = getattr(self, "try_market_quotes", None)
+        if callable(hub_market):
+            filtered = consider(hub_market(trade_date) or [], "datahub")
+            if len(filtered) >= max(1, int(len(wanted) * 0.9)):
+                delayed = any(item.get("delayed") for item in filtered)
+                return filtered, "datahub_delayed" if delayed else "datahub"
+
+        hub = getattr(self, "try_quotes", None)
+        if callable(hub):
+            collected: list[dict[str, Any]] = []
+            for index in range(0, len(wanted), _QUOTE_BATCH):
+                collected.extend(hub(wanted[index:index + _QUOTE_BATCH]) or [])
+            filtered = consider(collected, "datahub")
+            if len(filtered) >= max(1, int(len(wanted) * 0.9)):
+                delayed = any(item.get("delayed") for item in filtered)
+                return filtered, "datahub_delayed" if delayed else "datahub"
+
+        if best_rows:
+            delayed = any(item.get("delayed") for item in best_rows)
+            if delayed and not str(best_source).endswith("_delayed"):
+                return best_rows, f"{best_source}_delayed"
+            return best_rows, best_source
+        return [], "unavailable"
+
+
+_QUOTE_BATCH = 60
+
+
+def _filter_quotes_for_codes(
+    rows: list[dict[str, Any]] | None,
+    codes: list[str],
+) -> list[dict[str, Any]]:
+    wanted = {str(code) for code in codes if code}
+    filtered: list[dict[str, Any]] = []
+    seen: set[str] = set()
+    for row in rows or []:
+        ts_code = str(row.get("ts_code") or "")
+        if ts_code in wanted and ts_code not in seen:
+            seen.add(ts_code)
+            filtered.append(row)
+    return filtered
+
 
 def _filter_members_by_listing(
     members: list[dict[str, Any]],
@@ -568,6 +795,22 @@ def _reconcile_membership_rows(rows: list[dict[str, Any]]) -> list[dict[str, Any
     return list(reconciled.values())
 
 
+def _sw_member_path(sector_code: str) -> Path:
+    safe = "".join(ch if ch.isalnum() or ch in "._-" else "_" for ch in str(sector_code or ""))
+    return _SW_MEMBER_DIR / f"{safe or 'unknown'}.json"
+
+
+def _active_members(rows: list[dict[str, Any]], trade_date: str) -> list[dict[str, Any]]:
+    deduped: dict[str, dict[str, Any]] = {}
+    for row in rows:
+        code = str(row.get("ts_code") or "")
+        if code and _membership_active_on(row, trade_date):
+            current = deduped.get(code)
+            if current is None or str(row.get("in_date") or "") > str(current.get("in_date") or ""):
+                deduped[code] = dict(row)
+    return list(deduped.values())
+
+
 def _match_sector_row(rows: list[dict[str, Any]], identifier: str) -> dict[str, Any] | None:
     if not rows:
         return None

backend/data/providers/tushare_stocks.py

@@ -5,13 +5,14 @@ from typing import Any
 
 from backend.bootstrap.config import display_compact_date as _display_date
 from backend.data.numbers import finite_number as _number
+from backend.data.providers.tushare_helpers import _moneyflow_payload
 
 
 class StockMixin:
     def stock_detail(self, ts_code: str, requested_date: str) -> dict[str, Any]:
         trade_date, _ = self.resolve_trade_context(requested_date)
         end = datetime.strptime(trade_date, "%Y%m%d")
-        start_date = (end - timedelta(days=190)).strftime("%Y%m%d")
+        start_date = (end - timedelta(days=400)).strftime("%Y%m%d")
         daily = self.query(
             "daily",
             {"ts_code": ts_code, "start_date": start_date, "end_date": trade_date},
@@ -41,7 +42,7 @@ class StockMixin:
         factor_map = {row["trade_date"]: _number(row.get("adj_factor"), 1) for row in factors}
         latest_factor = max(factor_map.values(), default=1) or 1
         prices = []
-        for row in sorted(daily, key=lambda item: item.get("trade_date", ""))[-90:]:
+        for row in sorted(daily, key=lambda item: item.get("trade_date", ""))[-250:]:
             factor = factor_map.get(row.get("trade_date"), latest_factor)
             ratio = factor / latest_factor
             prices.append(
@@ -56,7 +57,7 @@ class StockMixin:
                     "amount_billion": round(_number(row.get("amount")) / 100000, 2),
                 }
             )
-        flow = moneyflow[0] if moneyflow else {}
+        flow = moneyflow[0] if moneyflow else None
         basic = basics[0] if basics else {}
         daily_basic = daily_basics[0] if daily_basics else {}
         latest = prices[-1] if prices else {}
@@ -87,22 +88,7 @@ class StockMixin:
                 "amount_billion": latest.get("amount_billion", 0),
             },
             "prices": prices,
-            "moneyflow": {
-                "net_million": round(_number(flow.get("net_mf_amount")) / 100, 2),
-                "large_million": round(
-                    (_number(flow.get("buy_lg_amount")) + _number(flow.get("buy_elg_amount"))
-                     - _number(flow.get("sell_lg_amount")) - _number(flow.get("sell_elg_amount"))) / 100,
-                    2,
-                ),
-                "medium_million": round(
-                    (_number(flow.get("buy_md_amount")) - _number(flow.get("sell_md_amount"))) / 100,
-                    2,
-                ),
-                "small_million": round(
-                    (_number(flow.get("buy_sm_amount")) - _number(flow.get("sell_sm_amount"))) / 100,
-                    2,
-                ),
-            },
+            "moneyflow": _moneyflow_payload(flow),
         }
 
     def stock_intraday(self, ts_code: str, requested_date: str) -> dict[str, Any]:

backend/data/providers/tushare_transport.py

@@ -20,6 +20,8 @@ class TushareTransportMixin:
         params: dict[str, Any] | None = None,
         fields: str = "",
     ) -> list[dict[str, Any]]:
+        if api_name == "rt_sw_k":
+            raise TushareError("rt_sw_k is disabled; use published sw_daily or free Shenwan realtime")
         payload = json.dumps(
             {
                 "api_name": api_name,

backend/data/realtime.py

@@ -20,8 +20,10 @@ class RealtimeAggregateError(RuntimeError):
 
 EASTMONEY_INDEX_URL = "https://push2.eastmoney.com/api/qt/ulist.np/get"
 EASTMONEY_STOCK_URL = "https://push2.eastmoney.com/api/qt/stock/get"
-EASTMONEY_STOCK_FIELDS = "f43,f44,f45,f46,f47,f48,f57,f58,f60,f86,f168"
+EASTMONEY_STOCK_FIELDS = "f43,f44,f45,f46,f47,f48,f57,f58,f60,f86,f168,f62,f66,f72,f78,f84"
 EASTMONEY_SECTOR_URL = "https://push2.eastmoney.com/api/qt/clist/get"
+EASTMONEY_ZT_POOL_URL = "https://push2ex.eastmoney.com/getTopicZTPool"
+EASTMONEY_ZB_POOL_URL = "https://push2ex.eastmoney.com/getTopicZBPool"
 EASTMONEY_A_SHARE_BOARDS = (
     "m:0+t:6",
     "m:0+t:80",
@@ -234,6 +236,15 @@ class WebRealtimeAggregator:
         self,
         codes: list[str],
         expected_date: str = "",
+    ) -> list[dict[str, Any]]:
+        quotes = self.tencent_stock_quotes(codes, expected_date="", minimum=200)
+        return self._filter_quotes_by_date(quotes, expected_date)
+
+    def tencent_stock_quotes(
+        self,
+        codes: list[str],
+        expected_date: str = "",
+        minimum: int | None = None,
     ) -> list[dict[str, Any]]:
         symbols: list[str] = []
         seen: set[str] = set()
@@ -278,10 +289,11 @@ class WebRealtimeAggregator:
                     quotes.extend(rows)
                 elif not status.get("ok"):
                     errors.append(str(status.get("error") or "batch failed"))
-        if len(quotes) < 200:
+        floor = minimum if minimum is not None else max(1, int(len(symbols) * 0.5))
+        if len(quotes) < floor:
             detail = f"；{'; '.join(errors[:3])}" if errors else ""
             raise RealtimeAggregateError(
-                f"Tencent market snapshot too small: {len(quotes)}{detail}"
+                f"Tencent quotes too small: {len(quotes)}/{len(symbols)}{detail}"
             )
         return self._filter_quotes_by_date(quotes, expected_date)
 
@@ -321,6 +333,127 @@ class WebRealtimeAggregator:
             raise RealtimeAggregateError(f"Eastmoney stock quote unavailable for {ts_code}")
         return _require_quote_date(quote, expected_date)
 
+    def eastmoney_stock_quotes(
+        self,
+        codes: list[str],
+        expected_date: str = "",
+    ) -> list[dict[str, Any]]:
+        secids = []
+        for code in codes:
+            try:
+                _symbol, secid, _ts = _a_share_identity(code)
+            except RealtimeAggregateError:
+                continue
+            secids.append(secid)
+        quotes: list[dict[str, Any]] = []
+        for index in range(0, len(secids), 60):
+            payload = self._get_json(
+                EASTMONEY_INDEX_URL,
+                {
+                    "secids": ",".join(secids[index:index + 60]),
+                    "fltt": "2",
+                    "invt": "2",
+                    "fields": EASTMONEY_QUOTE_FIELDS,
+                },
+                referer="https://quote.eastmoney.com/",
+            )
+            for row in _diff_rows(payload.get("data") or {}):
+                quote = _normalize_eastmoney_quote(row)
+                if quote:
+                    quotes.append(quote)
+        return self._filter_quotes_by_date(quotes, expected_date)
+
+    def eastmoney_shenwan_quote(
+        self,
+        ts_code: str,
+        expected_date: str = "",
+    ) -> dict[str, Any]:
+        code = str(ts_code or "").split(".")[0]
+        if not code:
+            raise RealtimeAggregateError("Invalid Shenwan code")
+        payload = self._get_json(
+            EASTMONEY_INDEX_URL,
+            {
+                "secids": f"90.{code}",
+                "fltt": "2",
+                "invt": "2",
+                "fields": "f12,f14,f2,f3,f4,f15,f16,f17,f18,f6,f8,f104,f105,f128,f136,f140,f124",
+            },
+            referer="https://quote.eastmoney.com/",
+        )
+        row = next((item for item in _diff_rows(payload.get("data") or {}) if item), None)
+        if not row:
+            raise RealtimeAggregateError(f"Eastmoney Shenwan quote missing for {code}")
+        epoch = int(_number(row.get("f124")))
+        quote_time = (
+            datetime.fromtimestamp(epoch).astimezone().isoformat(timespec="seconds")
+            if epoch
+            else ""
+        )
+        close = _number(row.get("f2"))
+        previous = _number(row.get("f18"))
+        if close <= 0 or previous <= 0:
+            raise RealtimeAggregateError(f"Eastmoney Shenwan quote empty for {code}")
+        result = {
+            "ts_code": f"{code}.SI",
+            "code": f"{code}.SI",
+            "name": row.get("f14") or code,
+            "price": close,
+            "close": close,
+            "pre_close": previous,
+            "previous_close": previous,
+            "open": _number(row.get("f17")),
+            "high": _number(row.get("f15")),
+            "low": _number(row.get("f16")),
+            "change": _number(row.get("f3")),
+            "pct_change": _number(row.get("f3")),
+            "amount": _number(row.get("f6")),
+            "leader": row.get("f128") or "--",
+            "leader_code": row.get("f140") or "",
+            "leading_pct": _number(row.get("f136")),
+            "up_count": int(_number(row.get("f104"))),
+            "down_count": int(_number(row.get("f105"))),
+            "quote_time": quote_time,
+            "trade_time": quote_time,
+            "quote_date": datetime.fromtimestamp(epoch).astimezone().strftime("%Y%m%d") if epoch else "",
+            "quote_time_epoch": epoch,
+            "source": "eastmoney_sw",
+        }
+        return _require_quote_date(result, expected_date) if expected_date else result
+
+    def eastmoney_limit_pool(self, trade_date: str = "") -> list[dict[str, Any]]:
+        day = str(trade_date or "").replace("-", "")
+        rows: list[dict[str, Any]] = []
+        for url, limit_type in (
+            (EASTMONEY_ZT_POOL_URL, "U"),
+            (EASTMONEY_ZB_POOL_URL, "Z"),
+        ):
+            try:
+                payload = self._get_json(
+                    url,
+                    {
+                        "ut": "7eea3edcaed734bea9cbfc24409ed989",
+                        "dpt": "wz.ztzt",
+                        "PageIndex": "0",
+                        "PageSize": "200",
+                        "sort": "fbt:asc",
+                        "date": day,
+                    },
+                    referer="https://quote.eastmoney.com/ztb/detail",
+                )
+            except RealtimeAggregateError:
+                continue
+            pool = (payload.get("data") or {}).get("pool") or []
+            if isinstance(pool, dict):
+                pool = list(pool.values())
+            for item in pool:
+                if not isinstance(item, dict):
+                    continue
+                parsed = _normalize_eastmoney_limit_row(item, limit_type)
+                if parsed:
+                    rows.append(parsed)
+        return rows
+
     def tencent_indices(self) -> list[dict[str, Any]]:
         raw, cache_age = self._get_text(
             TENCENT_INDEX_URL,
@@ -372,11 +505,17 @@ class WebRealtimeAggregator:
         if not matched:
             raise RealtimeAggregateError(f"Eastmoney sector not found: {query}")
         epoch = int(_number(matched.get("f124")))
+        quote_time = (
+            datetime.fromtimestamp(epoch).astimezone().isoformat(timespec="seconds")
+            if epoch else ""
+        )
         return {
             "code": matched.get("f12") or "",
             "name": matched.get("f14") or query,
             "price": _number(matched.get("f2")),
+            "close": _number(matched.get("f2")),
             "change": _number(matched.get("f3")),
+            "pct_change": _number(matched.get("f3")),
             "change_amount": _number(matched.get("f4")),
             "turnover_rate": _number(matched.get("f8")),
             "up_count": int(_number(matched.get("f104"))),
@@ -385,10 +524,9 @@ class WebRealtimeAggregator:
             "leader_code": matched.get("f140") or "",
             "leading_pct": _number(matched.get("f136")),
             "quote_time_epoch": epoch,
-            "quote_time": (
-                datetime.fromtimestamp(epoch).astimezone().isoformat(timespec="seconds")
-                if epoch else ""
-            ),
+            "quote_time": quote_time,
+            "trade_time": quote_time,
+            "quote_date": datetime.fromtimestamp(epoch).astimezone().strftime("%Y%m%d") if epoch else "",
             "source": "eastmoney_push2",
             "match_query": query,
         }
@@ -636,6 +774,10 @@ def _normalize_eastmoney_stock_quote(
         "quote_date": quote_date,
         "quote_time_epoch": epoch,
         "turnover_rate": _number(row.get("f168")),
+        "net_mf_amount": _eastmoney_flow_wan(row.get("f62")),
+        "large_amount": _eastmoney_flow_wan(row.get("f62")),
+        "medium_amount": _eastmoney_flow_wan(row.get("f78")),
+        "small_amount": _eastmoney_flow_wan(row.get("f84")),
         "source": "eastmoney_stock",
     }
 
@@ -721,6 +863,57 @@ def _normalize_eastmoney_quote(row: dict[str, Any]) -> dict[str, Any] | None:
     }
 
 
+def _eastmoney_flow_wan(value: Any) -> float | None:
+    if value in (None, "", "-"):
+        return None
+    amount = _number(value, default=float("nan"))
+    if amount != amount:
+        return None
+    return amount / 10000
+
+
+def _board_clock(value: Any) -> str:
+    digits = "".join(character for character in str(value or "") if character.isdigit())
+    if len(digits) >= 6:
+        return f"{digits[:2]}:{digits[2:4]}:{digits[4:6]}"
+    if len(digits) == 5:
+        digits = digits.zfill(6)
+        return f"{digits[:2]}:{digits[2:4]}:{digits[4:6]}"
+    if len(digits) == 4:
+        return f"{digits[:2]}:{digits[2:]}:00"
+    return ""
+
+
+def _normalize_eastmoney_limit_row(row: dict[str, Any], limit_type: str) -> dict[str, Any] | None:
+    symbol = str(row.get("c") or row.get("code") or "").strip()
+    if not symbol.isdigit() or len(symbol) != 6:
+        return None
+    market = int(_number(row.get("m") if row.get("m") not in (None, "") else row.get("market")))
+    if market == 1 or symbol.startswith(("5", "6", "9")):
+        ts_code = f"{symbol}.SH"
+    elif symbol.startswith(("4", "8")):
+        ts_code = f"{symbol}.BJ"
+    else:
+        ts_code = f"{symbol}.SZ"
+    first_time = _board_clock(row.get("fbt") if row.get("fbt") not in (None, "") else row.get("first_time"))
+    last_time = _board_clock(row.get("lbt") if row.get("lbt") not in (None, "") else row.get("last_time"))
+    fund = row.get("fund")
+    if fund in (None, ""):
+        fund = row.get("fd_amount")
+    return {
+        "ts_code": ts_code,
+        "name": row.get("n") or row.get("name") or symbol,
+        "limit_type": limit_type,
+        "first_time": first_time or None,
+        "last_time": last_time or None,
+        "open_times": int(_number(row.get("zbc") if row.get("zbc") not in (None, "") else row.get("open_times"))),
+        "limit_times": max(1, int(_number(row.get("lbc") if row.get("lbc") not in (None, "") else 1))),
+        "turnover_ratio": _number(row.get("hs") if row.get("hs") not in (None, "") else row.get("turnover_ratio")),
+        "fd_amount": _number(fund) if fund not in (None, "", "-") else None,
+        "source": "eastmoney_zt_pool",
+    }
+
+
 def _normalize_sector(value: Any) -> str:
     text = str(value or "").strip().replace(" ", "")
     for suffix in ("板块", "概念", "行业", "Ⅱ", "Ⅲ", "(A股)", "（A股）"):

backend/features/heaven/market_context.py

@@ -283,9 +283,9 @@ class HeavenMarketContextMixin:
     ) -> dict[str, Any] | None:
         """Return the Shenwan L2 sector context for heaven trend.
 
-        观势行业层只使用申万二级行业。外显盘中使用 rt_sw_k、历史使用
-        sw_daily；内核独立使用目标日期成分股行情聚合。收盘过渡期在
-        sw_daily 入库前接受同日15:00后的 rt_sw_k 收盘快照。
+        观势行业层只使用申万二级行业。外显优先使用已发布的 sw_daily，
+        盘中及收盘过渡期使用免费申万实时行情；内核使用数据中枢或免费
+        实时成分行情。不再调用无权限的 rt_sw_k / rt_k。
         """
         cache_key = f"{trade_date}:{identifier.strip().lower()}"
         cached = self.database.get_data_snapshot("heaven_sector", cache_key)
@@ -299,6 +299,14 @@ class HeavenMarketContextMixin:
             and not cached.get("realtime")
             and int(cached.get("schema_version") or 0) >= 6
         )
+        cached_quotes = int((cached or {}).get("quote_count") or 0)
+        cached_lkg = bool(
+            cached
+            and cached_date == trade_date
+            and cached.get("taxonomy") == "sw_l2"
+            and cached_quotes > 0
+            and int(cached.get("schema_version") or 0) >= 6
+        )
         if market_mode != "intraday" and cached_valid:
             return cached
         if not self.configured:
@@ -311,8 +319,12 @@ class HeavenMarketContextMixin:
                 allow_realtime_close=market_mode == "closed",
             )
         except TushareError as exc:
-            if cached_valid:
-                return cached
+            if cached_lkg:
+                delayed = dict(cached)
+                delayed["delayed"] = True
+                delayed["delay_notice"] = "主备免费行情均暂不可用，显示最近一次真实快照"
+                delayed["realtime"] = market_mode == "intraday"
+                return delayed
             return {
                 "name": "",
                 "code": "",
@@ -323,12 +335,16 @@ class HeavenMarketContextMixin:
                 "precise": False,
                 "inner_precise": False,
                 "outer_precise": False,
-                "coverage": 0,
-                "member_count": 0,
-                "quote_count": 0,
                 "error": f"申万二级行业数据获取失败：{exc}",
             }
-        if not payload.get("realtime") and payload.get("precise"):
+        if int(payload.get("quote_count") or 0) > 0:
+            self.database.save_data_snapshot(
+                "heaven_sector",
+                cache_key,
+                str(payload.get("source") or "tushare"),
+                payload,
+            )
+        elif not payload.get("realtime") and payload.get("precise"):
             self.database.save_data_snapshot(
                 "heaven_sector",
                 cache_key,

backend/features/heaven/trend.py

@@ -243,6 +243,7 @@ class HeavenTrendMixin:
                 "detail": (
                     f"申万二级 {sector.get('name') or '--'} {sector.get('code') or '--'} "
                     f"成分覆盖 {int(sector.get('quote_count') or 0)}/{int(sector.get('member_count') or 0)}"
+                    + ("；延迟快照" if sector.get("delayed") or sector.get("delay_notice") else "")
                 ),
             },
             {
@@ -341,7 +342,9 @@ class HeavenTrendMixin:
             issues.append("行业外显缺少申万官方行情")
         if sector and sector_coverage_issue:
             issues.append(sector_coverage_issue)
-        if sector.get("realtime") and not sector.get("relative_turnover"):
+        if sector.get("delay_notice"):
+            issues.append(str(sector.get("delay_notice")))
+        if sector.get("realtime") and not sector.get("relative_turnover") and not sector.get("delayed"):
             issues.append("行业内核缺少相对全市场换手活跃度")
 
         stock = stock or {}

backend/features/market/charts.py

@@ -14,7 +14,7 @@ from threading import Lock
 from typing import Any, ClassVar
 
 from backend.bootstrap.config import tushare_code as _stock_market_code
-from backend.data.providers.ifind_client import IfindError, IfindHttpClient
+from backend.data.providers.ifind_client import IfindError
 
 LOGGER = logging.getLogger("xiaobai.charts")
 
@@ -23,6 +23,9 @@ class ChartDataError(RuntimeError):
     pass
 
 
+DAILY_CHART_LIMIT = 45
+
+
 TRENDS_URL = "https://push2delay.eastmoney.com/api/qt/stock/trends2/get"
 HIS_TRENDS_URL = "https://push2his.eastmoney.com/api/qt/stock/trends2/get"
 BOARD_LIST_URL = "https://push2delay.eastmoney.com/api/qt/clist/get"
@@ -39,17 +42,12 @@ INDEX_SECIDS = {
 
 
 class MarketChartClient:
-    """Prefer iFinD for display charts and retain Eastmoney as a last resort."""
+    """Display charts are served by the data hub only."""
 
-    def __init__(
-        self,
-        ifind: IfindHttpClient,
-        fallback: "EastmoneyChartClient",
-        datahub: Any = None,
-    ) -> None:
-        self.ifind = ifind
-        self.fallback = fallback
+    def __init__(self, datahub: Any = None) -> None:
         self.datahub = datahub
+        self.ifind = None
+        self.fallback = None
 
     def stock_intraday(self, code: str) -> dict[str, Any]:
         normalized = str(code or "").strip()
@@ -58,35 +56,34 @@ class MarketChartClient:
         hub_chart = self._datahub_intraday(normalized)
         if hub_chart is not None:
             return hub_chart
-        ifind_code = _stock_market_code(normalized)
-        try:
-            return self._ifind_intraday(ifind_code, "stock", normalized)
-        except (IfindError, ChartDataError):
-            return self.fallback.stock_intraday(normalized)
+        raise ChartDataError("分时图数据中枢暂不可用")
 
-    def stock_daily(self, code: str, end_date: str, limit: int = 90) -> list[dict[str, Any]]:
+    def stock_daily(self, code: str, end_date: str, limit: int = DAILY_CHART_LIMIT) -> list[dict[str, Any]]:
         normalized = str(code or "").strip()
         if not re.fullmatch(r"\d{6}", normalized):
             raise ChartDataError("Invalid stock code")
         hub_rows = self._datahub_daily(normalized, end_date, limit, "daily")
         if hub_rows:
             return hub_rows
-        return self._ifind_daily(_stock_market_code(normalized), end_date, limit)
+        raise ChartDataError("日K数据中枢暂不可用")
 
-    def index_daily(self, identifier: str, end_date: str, limit: int = 90) -> list[dict[str, Any]]:
+    def index_daily(self, identifier: str, end_date: str, limit: int = DAILY_CHART_LIMIT) -> list[dict[str, Any]]:
         normalized = str(identifier or "").strip().upper()
         if normalized not in INDEX_SECIDS:
             raise ChartDataError("Unsupported index")
         hub_rows = self._datahub_daily(normalized, end_date, limit, "index_daily")
         if hub_rows:
             return hub_rows
-        return self._ifind_daily(normalized, end_date, limit)
+        raise ChartDataError("指数日K数据中枢暂不可用")
 
     def board_daily(self, identifier: str, end_date: str, limit: int = 90) -> list[dict[str, Any]]:
         normalized = str(identifier or "").strip().upper()
         if not normalized:
             raise ChartDataError("Invalid board code")
-        return self._ifind_daily(normalized, end_date, limit)
+        hub_rows = self._datahub_daily(normalized, end_date, limit, "sector_daily")
+        if hub_rows:
+            return hub_rows
+        raise ChartDataError("板块日K数据中枢暂不可用")
 
     def index_intraday(self, identifier: str) -> dict[str, Any]:
         normalized = str(identifier or "").strip().upper()
@@ -95,10 +92,7 @@ class MarketChartClient:
         hub_chart = self._datahub_intraday(normalized)
         if hub_chart is not None:
             return hub_chart
-        try:
-            return self._ifind_intraday(normalized, "index", normalized)
-        except (IfindError, ChartDataError):
-            return self.fallback.index_intraday(normalized)
+        raise ChartDataError("指数分时数据中枢暂不可用")
 
     def _datahub_intraday(self, code: str) -> dict[str, Any] | None:
         if self.datahub is None:
@@ -130,8 +124,6 @@ class MarketChartClient:
             LOGGER.warning("datahub daily unexpected error: %s", exc)
             rows = None
         if not rows:
-            if hasattr(self.datahub, "record_legacy"):
-                self.datahub.record_legacy(dataset, "ifind")
             return None
         compact_end = str(end_date or "").replace("-", "")
         market_now = datetime.now().astimezone()
@@ -223,10 +215,13 @@ class MarketChartClient:
 
     def board_intraday(self, identifier: str, name: str = "") -> dict[str, Any]:
         normalized = str(identifier or "").strip().upper()
-        try:
-            return self._ifind_intraday(normalized, "board", normalized, name)
-        except (IfindError, ChartDataError):
-            return self.fallback.board_intraday(normalized, name)
+        hub_chart = self._datahub_intraday(normalized)
+        if hub_chart is not None:
+            if name:
+                hub_chart = dict(hub_chart)
+                hub_chart["name"] = name
+            return hub_chart
+        raise ChartDataError("板块分时数据中枢暂不可用")
 
     def _ifind_intraday(
         self,
@@ -235,7 +230,7 @@ class MarketChartClient:
         identifier: str,
         name: str = "",
     ) -> dict[str, Any]:
-        if not self.ifind.configured:
+        if not self.ifind or not self.ifind.configured:
             raise ChartDataError("iFinD is not configured")
         now = datetime.now().astimezone()
         rows: list[dict[str, Any]] = []
@@ -272,7 +267,7 @@ class MarketChartClient:
     def _ifind_daily(
         self, ifind_code: str, end_date: str, limit: int
     ) -> list[dict[str, Any]]:
-        if not self.ifind.configured:
+        if not self.ifind or not self.ifind.configured:
             raise ChartDataError("iFinD is not configured")
         compact_end = str(end_date or "").replace("-", "")
         if not re.fullmatch(r"\d{8}", compact_end):
@@ -374,9 +369,11 @@ class MarketChartClient:
                 pass
         if not normalized:
             raise ChartDataError("No iFinD daily chart data returned")
-        return normalized[-max(20, min(180, int(limit))):]
+        return normalized[-max(1, int(limit)):]
 
     def _previous_close(self, code: str, trade_date: str, fallback: float) -> float:
+        if not self.ifind:
+            return fallback
         today = datetime.now().astimezone().date().isoformat()
         if trade_date == today:
             try:

backend/features/market/service.py

@@ -14,7 +14,8 @@ from backend.bootstrap.config import (
     validate_text,
 )
 from backend.data.providers.ifind_client import IfindError
-from backend.data.providers.tushare_client import TushareClient, TushareError
+from backend.data.providers.tushare_client import TushareError
+from backend.data.providers.tushare_helpers import _moneyflow_payload, _optional_number
 from backend.data.realtime import RealtimeAggregateError
 from backend.features.market.backfill_history import (
     DEFAULT_RECENT_TRADING_DAYS,
@@ -27,7 +28,7 @@ from backend.features.market.backfill_history import (
     select_open_trade_dates,
     select_open_trade_dates_in_range,
 )
-from backend.features.market.charts import ChartDataError
+from backend.features.market.charts import ChartDataError, DAILY_CHART_LIMIT
 from backend.features.market.insights import MarketInsightsService
 from backend.features.sentiment.engine import SENTIMENT_ENGINE_VERSION
 
@@ -60,16 +61,14 @@ class MarketServiceMixin:
             self._tushare_client(),
             ifind=self.ifind,
         )
-    def _tushare_client(self) -> TushareClient:
+    def _tushare_client(self) -> Any:
+        override = getattr(self, "_market_client_override", None)
+        if override is not None:
+            return override
         gateway = getattr(self, "data_gateway", None)
-        if gateway is not None:
-            return gateway.tushare()
-        # Compatibility for isolated legacy unit-test service stubs.
-        client = TushareClient(self.token)
-        aggregator = getattr(self, "realtime_aggregator", None)
-        if aggregator is not None:
-            client.realtime_aggregator = aggregator
-        return client
+        if gateway is None:
+            raise RuntimeError("数据中枢尚未装配。")
+        return gateway.tushare()
 
     def _now(self) -> datetime:
         clock = getattr(self, "clock", None)
@@ -177,11 +176,10 @@ class MarketServiceMixin:
             return "最近可用交易日"
         return f"{int(compact[4:6])} 月 {int(compact[6:8])} 日"
 
-    @classmethod
-    def _preparing_display_notice(cls, actual_date: str, requested_date: str) -> str:
-        shown = cls._chinese_month_day(actual_date)
+    def _preparing_display_notice(self, actual_date: str, requested_date: str) -> str:
+        shown = self._chinese_month_day(actual_date)
         requested = str(requested_date or "").replace("-", "")
-        if requested == date.today().strftime("%Y%m%d"):
+        if requested == self._now().strftime("%Y%m%d"):
             return f"今日数据正在准备，当前展示 {shown}"
         return f"所选日期数据尚未到齐，当前展示 {shown}"
 
@@ -677,7 +675,7 @@ class MarketServiceMixin:
             "index_daily",
             {
                 "ts_code": basic["id"],
-                "start_date": (end - timedelta(days=190)).strftime("%Y%m%d"),
+                "start_date": (end - timedelta(days=400)).strftime("%Y%m%d"),
                 "end_date": resolved_date,
             },
             "ts_code,trade_date,open,high,low,close,pct_chg,vol,amount",
@@ -693,10 +691,10 @@ class MarketServiceMixin:
                 "change": float(row.get("pct_chg") or 0),
                 "volume": float(row.get("vol") or 0),
             }
-            for row in rows[-90:]
+            for row in rows[-DAILY_CHART_LIMIT:]
         ]
         try:
-            chart_series = self.chart_data.index_daily(str(basic["id"]), resolved_date, 90)
+            chart_series = self.chart_data.index_daily(str(basic["id"]), resolved_date, DAILY_CHART_LIMIT)
             if chart_series:
                 series = chart_series
         except (AttributeError, ChartDataError):
@@ -804,7 +802,7 @@ class MarketServiceMixin:
         result = copy.deepcopy(payload)
         now = datetime.now().astimezone()
         try:
-            result["prices"] = self.chart_data.stock_daily(code, requested_date, 90)
+            result["prices"] = self.chart_data.stock_daily(code, requested_date, DAILY_CHART_LIMIT)
             result["meta"] = {**(result.get("meta") or {}), "chart_source": "market_chart"}
         except (AttributeError, ChartDataError):
             pass
@@ -837,7 +835,7 @@ class MarketServiceMixin:
                     **(result.get("meta") or {}),
                     "notice": TODAY_DAILY_UNAVAILABLE_NOTICE,
                 }
-        return self._enrich_stock_detail(result)
+        return self._enrich_stock_detail(result, requested_date)
 
     @staticmethod
     def _sanitize_stock_detail_prices(
@@ -1012,7 +1010,7 @@ class MarketServiceMixin:
         else:
             quote_date = str(row.get("quote_date") or today)
             quote_time = f"{quote_date[:4]}-{quote_date[4:6]}-{quote_date[6:]}"
-        return {
+        quote = {
             "name": str(row.get("name") or name or "--"),
             "sector": sector,
             "price": price,
@@ -1025,6 +1023,10 @@ class MarketServiceMixin:
             "turnover_rate": float(row.get("turnover_rate") or 0),
             "quote_time": quote_time,
         }
+        flow = _moneyflow_payload(row)
+        if flow.get("available"):
+            quote["moneyflow"] = flow
+        return quote
 
     def _intraday_realtime_stock_quote(
         self, code: str, today: str, payload: dict[str, Any]
@@ -1100,19 +1102,24 @@ class MarketServiceMixin:
             prices[-1] = realtime_bar
         else:
             prices.append(realtime_bar)
-        payload["prices"] = prices[-90:]
+        payload["prices"] = prices[-DAILY_CHART_LIMIT:]
         stock = dict(payload.get("stock") or {})
-        stock.update(
-            {
-                "name": quote["name"],
-                "industry": quote["sector"],
-                "price": quote["price"],
-                "change": quote["change"],
-                "amount_billion": quote["amount_billion"],
-                "turnover_rate": quote["turnover_rate"],
-            }
-        )
+        updates = {
+            "name": quote["name"],
+            "industry": quote["sector"],
+            "price": quote["price"],
+            "change": quote["change"],
+            "amount_billion": quote["amount_billion"],
+        }
+        quote_turnover = _optional_number(quote.get("turnover_rate"))
+        if quote_turnover:
+            updates["turnover_rate"] = quote_turnover
+        stock.update(updates)
         payload["stock"] = stock
+        quote_flow = quote.get("moneyflow")
+        current_flow = payload.get("moneyflow") or {}
+        if isinstance(quote_flow, dict) and quote_flow.get("available") and not current_flow.get("available"):
+            payload["moneyflow"] = quote_flow
         payload["meta"] = {
             **(payload.get("meta") or {}),
             "trade_date": display_date,
@@ -1151,7 +1158,7 @@ class MarketServiceMixin:
             intraday_status = "unavailable"
             intraday_notice = "分时行情暂不可用，请稍后重试。"
 
-        prices = list(detail.get("prices") or [])[-60:]
+        prices = list(detail.get("prices") or [])[-DAILY_CHART_LIMIT:]
         stock = dict(detail.get("stock") or {"code": code})
         realtime = bool(detail_meta.get("realtime"))
         return {
@@ -1403,10 +1410,40 @@ class MarketServiceMixin:
                 return item["name"], item["sector"] or "其他"
         return "--", "其他"
 
-    def _enrich_stock_detail(self, payload: dict[str, Any]) -> dict[str, Any]:
+    def _enrich_stock_detail(
+        self, payload: dict[str, Any], trade_date: str = ""
+    ) -> dict[str, Any]:
         result = dict(payload)
         stock = dict(payload.get("stock") or {})
         code = str(stock.get("code") or "")
+        compact_date = normalize_date(
+            str((payload.get("meta") or {}).get("trade_date") or trade_date)
+        )
+        board = self._limit_event_for_stock(code, compact_date)
+        if board:
+            if not stock.get("first_time") or stock.get("first_time") == "--":
+                stock["first_time"] = board.get("first_time") or "--"
+            if not stock.get("last_time") or stock.get("last_time") == "--":
+                stock["last_time"] = board.get("last_time") or "--"
+            if not stock.get("open_times"):
+                stock["open_times"] = board.get("open_times") or 0
+            if _optional_number(stock.get("seal_amount_million")) is None:
+                stock["seal_amount_million"] = board.get("seal_amount_million")
+            if not _optional_number(stock.get("turnover_rate")) and _optional_number(board.get("turnover_rate")):
+                stock["turnover_rate"] = board.get("turnover_rate")
+        flow = result.get("moneyflow") or {}
+        if not flow.get("available"):
+            live_flow = self._live_moneyflow_for_stock(code, compact_date)
+            if live_flow.get("available"):
+                result["moneyflow"] = live_flow
+            else:
+                result["moneyflow"] = {
+                    "available": False,
+                    "net_million": None,
+                    "large_million": None,
+                    "medium_million": None,
+                    "small_million": None,
+                }
         watched = {
             item["code"]: item
             for item in self.database.list_watchlist(self.current_user_id)
@@ -1416,6 +1453,45 @@ class MarketServiceMixin:
         result["notes"] = self.database.list_notes(self.current_user_id, code=code)
         return result
 
+    def _limit_event_for_stock(self, code: str, trade_date: str) -> dict[str, Any]:
+        if not code or not trade_date:
+            return {}
+        ts_code = tushare_code(code)
+        client = self._tushare_client() if self.configured else None
+        rows: list[dict[str, Any]] = []
+        if client is not None:
+            try:
+                rows = client._load_limit_type(trade_date, "U") + client._load_limit_type(trade_date, "Z")
+            except Exception:
+                rows = []
+            if not rows:
+                try:
+                    rows = list((client._free_board_map(trade_date) or {}).values())
+                except Exception:
+                    rows = []
+        match = next((row for row in rows if str(row.get("ts_code") or "") == ts_code), None)
+        if not match:
+            return {}
+        fd = _optional_number(match.get("fd_amount"))
+        return {
+            "first_time": match.get("first_time") or "--",
+            "last_time": match.get("last_time") or "--",
+            "open_times": match.get("open_times") or 0,
+            "seal_amount_million": None if fd is None else round(fd / 10000, 0),
+            "turnover_rate": _optional_number(match.get("turnover_ratio")),
+        }
+
+    def _live_moneyflow_for_stock(self, code: str, trade_date: str) -> dict[str, Any]:
+        aggregator = getattr(self, "realtime_aggregator", None)
+        loader = getattr(aggregator, "eastmoney_stock_quote", None) if aggregator else None
+        if not callable(loader) or not code:
+            return _moneyflow_payload(None)
+        try:
+            quote = loader(tushare_code(code), expected_date=trade_date)
+        except Exception:
+            return _moneyflow_payload(None)
+        return _moneyflow_payload(quote)
+
     def _with_storage(self, dashboard: dict[str, Any], cached: bool) -> dict[str, Any]:
         result = dict(dashboard)
         result["meta"] = {

backend/features/system/service.py

@@ -4,7 +4,14 @@ import re
 import secrets
 from typing import Any
 
-from backend.bootstrap.config import TOKEN_PATTERN, validate_text
+from backend.bootstrap.config import validate_text
+
+
+MARKET_SOURCE_SECRET_KEYS = {
+    "tushare_token",
+    "ifind_refresh_token",
+    "ifind_access_token",
+}
 
 
 class SystemServiceMixin:
@@ -18,9 +25,6 @@ class SystemServiceMixin:
             first_encrypted = self.database.get_user_credentials(first_user_id)
             first_personal = self.vault.decrypt_json(first_encrypted) if first_encrypted else {}
         defaults = {
-            "tushare_token": environment.get("tushare_token") or first_personal.get("tushare_token") or "",
-            "ifind_refresh_token": environment.get("ifind_refresh_token") or "",
-            "ifind_access_token": environment.get("ifind_access_token") or "",
             "platform_llm_primary_api_key": environment.get("platform_llm_primary_api_key") or first_personal.get("llm_primary_api_key") or "",
             "platform_llm_primary_base_url": environment.get("platform_llm_primary_base_url") or first_personal.get("llm_primary_base_url") or "https://api.openai.com/v1",
             "platform_llm_primary_model": environment.get("platform_llm_primary_model") or first_personal.get("llm_primary_model") or "",
@@ -34,6 +38,10 @@ class SystemServiceMixin:
             if key not in current:
                 current[key] = value
                 changed = True
+        for key in MARKET_SOURCE_SECRET_KEYS:
+            if key in current:
+                current.pop(key, None)
+                changed = True
         if not isinstance(current.get("llm_models"), list):
             migrated_models: list[dict[str, str]] = []
             for role, label in (("primary", "原主模型"), ("fallback", "原辅助模型")):
@@ -56,26 +64,27 @@ class SystemServiceMixin:
             self.database.save_system_setting("credentials", self.vault.encrypt_json(current))
         for row in self.database.list_user_credentials():
             personal = self.vault.decrypt_json(str(row.get("encrypted_payload") or ""))
-            if "tushare_token" in personal:
-                personal.pop("tushare_token", None)
+            if any(key in personal for key in MARKET_SOURCE_SECRET_KEYS):
+                for key in MARKET_SOURCE_SECRET_KEYS:
+                    personal.pop(key, None)
                 self.database.save_user_credentials(
                     int(row["user_id"]), self.vault.encrypt_json(personal)
                 )
         return current
 
     def _save_system_credentials(self, credentials: dict[str, Any]) -> None:
+        sanitized = {
+            key: value
+            for key, value in credentials.items()
+            if key not in MARKET_SOURCE_SECRET_KEYS
+        }
         with self.system_lock:
-            self.database.save_system_setting("credentials", self.vault.encrypt_json(credentials))
-            self._system_credentials = dict(credentials)
-            if hasattr(self, "ifind"):
-                self.ifind.set_credentials(
-                    str(credentials.get("ifind_refresh_token") or ""),
-                    str(credentials.get("ifind_access_token") or ""),
-                )
+            self.database.save_system_setting("credentials", self.vault.encrypt_json(sanitized))
+            self._system_credentials = dict(sanitized)
 
     @property
     def configured(self) -> bool:
-        return bool(self.token)
+        return bool(self._datahub_status().get("configured"))
 
     def _credentials(self) -> dict[str, str]:
         credentials = getattr(self._request_context, "credentials", {})
@@ -99,7 +108,7 @@ class SystemServiceMixin:
 
     @property
     def token(self) -> str:
-        return str(self._system_credentials.get("tushare_token") or "")
+        return "datahub" if self.configured else ""
 
     def system_status(self) -> dict[str, Any]:
         platform = self._platform_llm_profile()
@@ -164,19 +173,6 @@ class SystemServiceMixin:
 
     def save_system_settings(self, payload: dict[str, Any]) -> dict[str, Any]:
         current = dict(self._system_credentials)
-        token = str(payload.get("tushare_token") or current.get("tushare_token") or "").strip()
-        if token and not TOKEN_PATTERN.fullmatch(token):
-            raise ValueError("Tushare Token 格式不正确。")
-        ifind_refresh_token = str(
-            payload.get("ifind_refresh_token")
-            or current.get("ifind_refresh_token")
-            or ""
-        ).strip()
-        if ifind_refresh_token and (
-            len(ifind_refresh_token) > 2048
-            or any(character.isspace() for character in ifind_refresh_token)
-        ):
-            raise ValueError("iFinD Refresh Token 格式不正确。")
         existing_models = {
             str(item.get("id") or ""): item
             for item in current.get("llm_models") or []
@@ -238,8 +234,6 @@ class SystemServiceMixin:
             raise ValueError("会员每日额度应为 1 至 1000。") from exc
         current.update(
             {
-                "tushare_token": token,
-                "ifind_refresh_token": ifind_refresh_token,
                 "llm_models": models,
                 "primary_model_id": primary_model_id,
                 "fallback_model_id": fallback_model_id,
@@ -259,7 +253,7 @@ class SystemServiceMixin:
         llm_access = self.llm_access_status()
         return {
             "configured": self.configured,
-            "mode": "tushare" if self.configured else "unavailable",
+            "mode": "datahub" if self.configured else "unavailable",
             "llm_configured": self.llm_configured,
             "llm_model": self.llm_primary_model if self.llm_configured else "",
             "llm_fallback_configured": self.llm_fallback_configured,

compose.datahub.yaml

@@ -20,6 +20,8 @@ services:
       DATAHUB_TOKEN: "${DATAHUB_TOKEN:?DATAHUB_TOKEN must be set}"
       DATAHUB_ADMIN_PASSWORD: "${DATAHUB_ADMIN_PASSWORD:?DATAHUB_ADMIN_PASSWORD must be set}"
       TUSHARE_TOKEN: "${TUSHARE_TOKEN:-}"
+      IFIND_REFRESH_TOKEN: "${IFIND_REFRESH_TOKEN:-}"
+      IFIND_ACCESS_TOKEN: "${IFIND_ACCESS_TOKEN:-}"
       DATAHUB_DB_PATH: /app/data/datahub.db
       DATAHUB_BACKUP_DIR: /app/data/backups
       TZ: Asia/Shanghai

compose.yaml

@@ -13,6 +13,10 @@ services:
       - ./.env
     environment:
       APP_ENCRYPTION_KEY: "${APP_ENCRYPTION_KEY:?APP_ENCRYPTION_KEY must be set in .env}"
+      # Provider credentials are consumed only by xiaobai-datahub.
+      TUSHARE_TOKEN: ""
+      IFIND_REFRESH_TOKEN: ""
+      IFIND_ACCESS_TOKEN: ""
       DATAHUB_BASE_URL: "${DATAHUB_BASE_URL:-http://192.168.200.11:8766}"
       DATAHUB_READ_CALENDAR: "1"
       DATAHUB_READ_STOCKS: "1"

config/architecture-inventory.json

@@ -207,27 +207,22 @@
     {
       "provider": "datahub",
       "path": "backend/data/datahub/client.py",
-      "runtime_role": "optional official EOD read path behind per-dataset flags"
+      "runtime_role": "website-only read path; official EOD, live quotes, and licensed iFinD"
     },
     {
       "provider": "ifind",
-      "path": "backend/data/providers/ifind_client.py",
-      "runtime_role": "realtime, charts, snapshots, enrichment"
+      "path": "xiaobai-datahub/datahub/adapters/ifind.py",
+      "runtime_role": "licensed iFinD source inside the data hub"
     },
     {
       "provider": "eastmoney",
-      "path": "backend/features/market/charts.py",
-      "runtime_role": "display chart fallback"
-    },
-    {
-      "provider": "eastmoney",
-      "path": "backend/data/realtime.py",
-      "runtime_role": "isolated realtime observation and intraday dashboard fallback"
+      "path": "xiaobai-datahub/datahub/adapters/eastmoney.py",
+      "runtime_role": "free realtime quotes and shenwan inside the data hub"
     },
     {
       "provider": "tencent",
-      "path": "backend/data/realtime.py",
-      "runtime_role": "index observation and intraday quote fallback"
+      "path": "xiaobai-datahub/datahub/adapters/tencent.py",
+      "runtime_role": "free index and stock quotes inside the data hub"
     }
   ],
   "provider_domains": [
@@ -296,16 +291,16 @@
       "owner": "backend/data/gateway.py"
     },
     {
-      "client": "IfindHttpClient",
+      "client": "HubIfindProxy",
+      "owner": "backend/data/gateway.py"
+    },
+    {
+      "client": "HubRealtimeProxy",
       "owner": "backend/data/gateway.py"
     },
     {
       "client": "MarketChartClient",
       "owner": "backend/data/gateway.py"
-    },
-    {
-      "client": "WebRealtimeAggregator",
-      "owner": "backend/data/gateway.py"
     }
   ],
   "heaven_service_owners": {
@@ -468,8 +463,8 @@
     },
     {
       "path": "frontend/pages/heaven/page.js",
-      "bytes": 97268,
-      "lines": 2070
+      "bytes": 97770,
+      "lines": 2079
     },
     {
       "path": "frontend/shared/shell.css",
@@ -483,9 +478,14 @@
     },
     {
       "path": "frontend/index.html",
-      "bytes": 48447,
+      "bytes": 48403,
       "lines": 665
     },
+    {
+      "path": "backend/data/providers/tushare_industries.py",
+      "bytes": 37168,
+      "lines": 859
+    },
     {
       "path": "backend/features/screener/catalog.py",
       "bytes": 35571,
@@ -498,8 +498,8 @@
     },
     {
       "path": "backend/data/providers/tushare_dashboard.py",
-      "bytes": 33603,
-      "lines": 784
+      "bytes": 33230,
+      "lines": 770
     },
     {
       "path": "database.py",
@@ -511,11 +511,6 @@
       "bytes": 31756,
       "lines": 562
     },
-    {
-      "path": "backend/data/providers/tushare_industries.py",
-      "bytes": 26540,
-      "lines": 616
-    },
     {
       "path": "backend/features/heaven/manual.py",
       "bytes": 24521,
@@ -533,13 +528,13 @@
     },
     {
       "path": "frontend/pages/market/preview.js",
-      "bytes": 18339,
-      "lines": 450
+      "bytes": 18230,
+      "lines": 447
     },
     {
       "path": "backend/features/heaven/trend.py",
-      "bytes": 16772,
-      "lines": 370
+      "bytes": 17005,
+      "lines": 373
     },
     {
       "path": "backend/features/market/insights_auction_scoring.py",
@@ -548,13 +543,8 @@
     },
     {
       "path": "frontend/pages/market/charts.js",
-      "bytes": 15311,
-      "lines": 387
-    },
-    {
-      "path": "frontend/shared/admin.js",
-      "bytes": 15235,
-      "lines": 289
+      "bytes": 15743,
+      "lines": 401
     },
     {
       "path": "frontend/shared/dashboard.js",
@@ -566,6 +556,11 @@
       "bytes": 14942,
       "lines": 235
     },
+    {
+      "path": "frontend/shared/admin.js",
+      "bytes": 14836,
+      "lines": 283
+    },
     {
       "path": "backend/features/screener/data_sync.py",
       "bytes": 14743,
@@ -573,28 +568,23 @@
     },
     {
       "path": "backend/features/heaven/market_context.py",
-      "bytes": 13681,
-      "lines": 338
+      "bytes": 14409,
+      "lines": 354
     },
     {
       "path": "frontend/shared/session.js",
       "bytes": 13219,
       "lines": 289
     },
-    {
-      "path": "backend/features/system/service.py",
-      "bytes": 12937,
-      "lines": 271
-    },
     {
       "path": "backend/features/market/insights_auction_data.py",
       "bytes": 12829,
       "lines": 318
     },
     {
-      "path": "backend/data/providers/tushare_indices.py",
-      "bytes": 10956,
-      "lines": 248
+      "path": "backend/features/system/service.py",
+      "bytes": 12180,
+      "lines": 265
     },
     {
       "path": "backend/features/market/insights_auction.py",
@@ -618,9 +608,14 @@
     },
     {
       "path": "frontend/pages/market/entity-detail.js",
-      "bytes": 9119,
+      "bytes": 9139,
       "lines": 199
     },
+    {
+      "path": "backend/data/providers/tushare_daily.py",
+      "bytes": 9076,
+      "lines": 232
+    },
     {
       "path": "backend/data/providers/tushare_dragon_tiger.py",
       "bytes": 9059,
@@ -631,6 +626,11 @@
       "bytes": 8562,
       "lines": 238
     },
+    {
+      "path": "backend/data/providers/tushare_indices.py",
+      "bytes": 8447,
+      "lines": 189
+    },
     {
       "path": "frontend/pages/mentor/page.html",
       "bytes": 8357,
@@ -641,16 +641,6 @@
       "bytes": 6983,
       "lines": 146
     },
-    {
-      "path": "backend/data/providers/tushare_daily.py",
-      "bytes": 6949,
-      "lines": 168
-    },
-    {
-      "path": "backend/application.py",
-      "bytes": 6751,
-      "lines": 178
-    },
     {
       "path": "backend/features/market/insights_popularity.py",
       "bytes": 6739,
@@ -667,8 +657,13 @@
       "lines": 81
     },
     {
-      "path": "backend/data/providers/tushare_stocks.py",
-      "bytes": 6244,
+      "path": "backend/application.py",
+      "bytes": 6399,
+      "lines": 161
+    },
+    {
+      "path": "frontend/pages/market/stock-detail.js",
+      "bytes": 6325,
       "lines": 137
     },
     {
@@ -681,16 +676,16 @@
       "bytes": 6092,
       "lines": 138
     },
-    {
-      "path": "frontend/pages/market/stock-detail.js",
-      "bytes": 6041,
-      "lines": 134
-    },
     {
       "path": "frontend/pages/dragon-tiger/page.html",
       "bytes": 5754,
       "lines": 85
     },
+    {
+      "path": "backend/data/providers/tushare_stocks.py",
+      "bytes": 5592,
+      "lines": 123
+    },
     {
       "path": "frontend/pages.config.js",
       "bytes": 5385,
@@ -721,6 +716,11 @@
       "bytes": 4712,
       "lines": 106
     },
+    {
+      "path": "backend/data/providers/tushare_helpers.py",
+      "bytes": 4406,
+      "lines": 124
+    },
     {
       "path": "backend/features/market/routes.py",
       "bytes": 4276,
@@ -786,11 +786,6 @@
       "bytes": 2514,
       "lines": 63
     },
-    {
-      "path": "backend/data/providers/tushare_helpers.py",
-      "bytes": 2360,
-      "lines": 75
-    },
     {
       "path": "backend/jobs/service.py",
       "bytes": 2337,
@@ -801,16 +796,16 @@
       "bytes": 2299,
       "lines": 57
     },
+    {
+      "path": "backend/data/providers/tushare_client.py",
+      "bytes": 2263,
+      "lines": 70
+    },
     {
       "path": "backend/features/screener/regime.py",
       "bytes": 2202,
       "lines": 53
     },
-    {
-      "path": "backend/data/providers/tushare_client.py",
-      "bytes": 2166,
-      "lines": 68
-    },
     {
       "path": "frontend/pages/popularity/page.html",
       "bytes": 2165,
@@ -846,6 +841,11 @@
       "bytes": 1642,
       "lines": 53
     },
+    {
+      "path": "backend/data/providers/tushare_transport.py",
+      "bytes": 1592,
+      "lines": 50
+    },
     {
       "path": "backend/features/market/insights.py",
       "bytes": 1580,
@@ -856,11 +856,6 @@
       "bytes": 1535,
       "lines": 39
     },
-    {
-      "path": "backend/data/providers/tushare_transport.py",
-      "bytes": 1455,
-      "lines": 48
-    },
     {
       "path": "backend/features/themes/routes.py",
       "bytes": 1337,

docs/product/小白复盘-完整产品规格说明书.md

@@ -320,6 +320,11 @@ PC端统一采用以下固定骨架：
 
 ### 6.1 数据源职责
 
+运行边界：下表中的职责全部由独立的 `xiaobai-datahub` 数据中枢执行。主网站只按固定业务
+协议请求“行情、日K、分时、申万、竞价”等数据，不接触任何提供方参数或凭据，也不决定优先级、
+重试、降级和回填。数据中枢是主网站唯一的行情出口；中枢暂时取不到新数据时，网站只能读取
+已经归档的真实快照，不能绕回旧提供方直连接口。
+
 | 数据源 | 可用于正式计算 | 主要职责 |
 |---|:---:|---|
 | Tushare | 是 | 交易日历、股票主表、日线、估值、财务、资金流、申万行业、涨跌停、9:25竞价、热榜、龙虎榜 |

frontend/index.html

@@ -607,13 +607,13 @@
     <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>
-        <label class="form-field"><span>Tushare Token</span><input id="systemTokenInput" type="password" autocomplete="off" minlength="20" placeholder="留空保留现有 Token"></label>
-        <label class="form-field"><span>iFinD Refresh Token</span><input id="systemIfindTokenInput" type="password" autocomplete="off" maxlength="2048" placeholder="留空保留现有 Token"></label>
+        <label class="form-field"><span>行情来源凭据</span><input id="systemTokenInput" type="text" value="请在数据中枢后台统一管理" disabled></label>
+        <label class="form-field"><span>实时来源凭据</span><input id="systemIfindTokenInput" type="text" value="请在数据中枢后台统一管理" disabled></label>
         <label class="switch-control"><input id="systemBackgroundRefresh" type="checkbox"><span>启用交易时段后台刷新</span></label>
         <p class="form-hint">所有用户读取同一份后台快照，页面不会随后台任务自动重绘。</p>
         <div id="datahubRouteStatus" class="admin-refresh-status" data-tone="idle" role="status" aria-live="polite"><i data-lucide="database"></i><span>数据中枢线路待检查</span></div>
         <div id="adminRefreshStatus" class="admin-refresh-status" data-tone="idle" role="status" aria-live="polite"><i data-lucide="circle-dot"></i><span>尚未手动刷新</span></div>
-        <div class="dialog-actions admin-inline-actions"><button id="adminRefreshButton" class="button" type="button"><i data-lucide="refresh-cw"></i>立即后台刷新</button><button class="button primary" type="submit">保存行情配置</button></div>
+        <div class="dialog-actions admin-inline-actions"><button id="adminRefreshButton" class="button" type="button"><i data-lucide="refresh-cw"></i>立即后台刷新</button><button class="button primary" type="submit">保存刷新设置</button></div>
       </form>
       <section class="settings-section">
         <div class="settings-section-heading"><h3>历史数据回补</h3><span>管理员任务</span></div>

frontend/m/js/pages.js

@@ -3402,9 +3402,9 @@
     const payload = detail && detail.payload ? detail.payload : {};
     const meta = payload.meta || {};
     if (tab === "daily") {
-      const bars = (payload.prices || []).slice(-48);
+      const bars = (payload.prices || []).slice(-45);
       const last = bars.length ? bars[bars.length - 1].trade_date : "";
-      return "日线 · 近48根 · 至 " + (displayCompactDate(last) || "--");
+      return "日线 · 近45根 · 至 " + (displayCompactDate(last) || "--");
     }
     const d = displayCompactDate(meta.intraday_trade_date) || displayCompactDate(meta.trade_date);
     return "分时 · " + (d || "--");
@@ -3702,7 +3702,7 @@
     const W = 360, H = 240, padL = 8, padR = 52, padT = 10, padB = 22;
     const pw = W - padL - padR;
     const ph = H - padT - padB;
-    const prices = (payload.prices || []).slice(-48);
+    const prices = (payload.prices || []).slice(-45);
 
     if (prices.length < 2) return emptyChart("日线数据暂不可用");
 
@@ -5242,16 +5242,16 @@
       '<div class="m-sys-body" data-system-admin-panel="market">' +
       '<div class="m-card m-sys-section"><strong>数据源状态</strong>' +
       '<div class="m-sys-status-list">' +
-      '<div class="m-sys-status-item"><span>Tushare</span><span>' + statusDot(data.configured) + (data.configured ? " 已配置" : " 未配置") + "</span></div>" +
+      '<div class="m-sys-status-item"><span>数据中枢</span><span>' + statusDot(data.configured) + (data.configured ? " 已连接" : " 未连接") + "</span></div>" +
       '<div class="m-sys-status-item"><span>iFinD</span><span>' + statusDot(ifind.configured) + (ifind.configured ? " 已配置" : " 未配置") + "</span></div>" +
       '<div class="m-sys-status-item"><span>行情快照</span><strong>' + number(data.snapshot_dates) + " 个交易日</strong></div>" +
       '<div class="m-sys-status-item"><span>后台刷新</span><span>' + statusDot(data.background_refresh_enabled) + (data.background_refresh_enabled ? " 已启用" : " 已暂停") + "</span></div>" +
       '<div class="m-sys-status-item"><span>数据中枢</span><span>' + statusDot(Boolean((data.datahub || {}).configured) && !((data.datahub || {}).fallback_count)) + datahubStatusText(data.datahub || {}) + "</span></div>" +
       "</div></div>" +
       '<div class="m-card m-sys-section"><strong>数据源密钥</strong>' +
-      formFieldHtml("Tushare Token", '<input id="m-sys-token" type="password" autocomplete="off" minlength="20" placeholder="留空则保留现有 Token">', false) +
-      formFieldHtml("iFinD Refresh Token", '<input id="m-sys-ifind" type="password" autocomplete="off" maxlength="2048" placeholder="留空则保留现有 Token">', false) +
-      '<button class="m-btn-primary" type="button" data-system-save-market>保存密钥</button></div>' +
+      formFieldHtml("行情来源凭据", '<input id="m-sys-token" type="text" value="请在数据中枢后台统一管理" disabled>', false) +
+      formFieldHtml("实时来源凭据", '<input id="m-sys-ifind" type="text" value="请在数据中枢后台统一管理" disabled>', false) +
+      '<button class="m-btn-primary" type="button" data-system-save-market>刷新状态</button></div>' +
       '<div class="m-card m-sys-section"><strong>后台刷新</strong>' +
       '<div class="m-sys-switch-row"><div><strong>交易时段自动刷新</strong><p class="m-sys-hint">开启后后台定时更新快照</p></div>' +
       '<button class="m-theme-switch" type="button" data-system-toggle-refresh role="switch" aria-checked="' + (data.background_refresh_enabled ? "true" : "false") + '" aria-label="交易时段自动刷新"><span class="m-theme-switch-thumb"></span></button></div>' +
@@ -5550,14 +5550,10 @@
   function saveSystemMarket() {
     const button = document.querySelector("[data-system-save-market]");
     if (button) button.disabled = true;
-    global.MobileAPI.request("/api/admin/settings", "POST", {
-      tushare_token: ((document.getElementById("m-sys-token") || {}).value || "").trim(),
-      ifind_refresh_token: ((document.getElementById("m-sys-ifind") || {}).value || "").trim(),
-    }).then(function () {
-      showToast("行情密钥已保存");
-      loadSystem();
+    loadSystem().then(function () {
+      showToast("数据中枢状态已刷新");
     }).catch(function (error) {
-      showToast(error && error.message ? error.message : "系统配置保存失败");
+      showToast(error && error.message ? error.message : "数据中枢状态读取失败");
     }).then(function () {
       if (button) button.disabled = false;
     });

frontend/pages.config.js

@@ -68,10 +68,10 @@
     "/pages/sentiment/page.js?v=20260729-1",
     "/pages/pools/page.js?v=20260820-1",
     "/pages/market/breadth.js?v=20260803-1",
-    "/pages/market/charts.js?v=20260803-1",
-    "/pages/market/entity-detail.js?v=20260803-1",
-    "/pages/market/stock-detail.js?v=20260803-1",
-    "/pages/market/preview.js?v=20260806-1",
+    "/pages/market/charts.js?v=20260908-1",
+    "/pages/market/entity-detail.js?v=20260908-1",
+    "/pages/market/stock-detail.js?v=20260908-1",
+    "/pages/market/preview.js?v=20260908-1",
     "/pages/market/search.js?v=20260803-1",
     "/pages/market/bindings.js?v=20260803-1",
     "/pages/ladder/page.js?v=20260820-1",

frontend/pages/heaven/page.js

@@ -113,9 +113,12 @@ async function loadHeavenSetup(force = false, sector = "", stockCode = "") {
     document.querySelector("#resetHeavenCalibrationButton"),
   ].filter(Boolean);
   cancelHeavenPerformance();
-  heavenView?.classList.add("heaven-data-loading");
+  const blocking = !state.heavenSetup;
+  if (blocking) heavenView?.classList.add("heaven-data-loading");
   if (loadButton) loadButton.disabled = true;
   calibrationButtons.forEach((button) => { button.disabled = true; });
+  const controller = new AbortController();
+  const timeoutId = window.setTimeout(() => controller.abort(), 25_000);
   try {
     if (state.heavenSetup?.requestedKey && state.heavenSetup.requestedKey !== requestedKey) {
       state.personalField = null;
@@ -126,7 +129,7 @@ async function loadHeavenSetup(force = false, sector = "", stockCode = "") {
     if (sector) query.set("sector", sector);
     if (stockCode) query.set("stock_code", stockCode);
     if (manualData) query.set("manual_data", JSON.stringify(manualData));
-    const payload = await apiRequest(`/api/heaven/setup?${query}`);
+    const payload = await apiRequest(`/api/heaven/setup?${query}`, "GET", null, { signal: controller.signal });
     if (
       requestSequence !== state.heavenRequestSequence
       || calendarDate !== document.querySelector("#qiObservationDate")?.value
@@ -152,9 +155,15 @@ async function loadHeavenSetup(force = false, sector = "", stockCode = "") {
     if (payload.chart.selection_notice) showHeavenNotice(payload.chart.selection_notice);
   } catch (error) {
     if (requestSequence !== state.heavenRequestSequence) return;
-    showHeavenNotice(error.message || "问天数据加载失败");
-    showToast(error.message || "问天数据加载失败");
+    const aborted = error?.payload?.aborted || /abort|超时|cancel/i.test(String(error?.message || ""));
+    const message = aborted
+      ? "问天数据仍在准备，页面可继续输入和操作"
+      : (error.message || "问天数据加载失败");
+    showHeavenNotice(message);
+    if (!aborted) showToast(message);
+    if (!state.heavenSetup) renderHeavenWorkspace();
   } finally {
+    window.clearTimeout(timeoutId);
     if (requestSequence === state.heavenRequestSequence) {
       heavenView?.classList.remove("heaven-data-loading");
       if (loadButton) loadButton.disabled = false;

frontend/pages/market/charts.js

@@ -1,3 +1,16 @@
+const DAILY_CHART_BARS = 45;
+
+function visibleDailyPrices(prices) {
+  return (prices || []).slice(-DAILY_CHART_BARS);
+}
+
+function dailyChartSourceLabel(prices, notice) {
+  const count = visibleDailyPrices(prices).length;
+  const base = `日 K 行情 · ${count} 个交易日`;
+  const text = String(notice || "").trim();
+  return text ? `${base} · ${text}` : base;
+}
+
 function currentChartPalette() {
   const style = getComputedStyle(document.documentElement);
   const color = (token, fallback) => style.getPropertyValue(token).trim() || fallback;
@@ -56,7 +69,8 @@ function drawCandlestick(context, x, item, priceY, candleWidth, palette = curren
 
 function drawPriceChart(prices) {
   const canvas = elements.priceChart;
-  if (!prices?.length) {
+  const visible = visibleDailyPrices(prices);
+  if (!visible.length) {
     clearPriceChart("暂无日 K 数据");
     return;
   }
@@ -81,15 +95,15 @@ function drawPriceChart(prices) {
   const gap = 12;
   const priceBottom = height - bottom - volumeHeight - gap;
   const plotWidth = width - left - right;
-  const highs = prices.map((item) => number(item.high));
-  const lows = prices.map((item) => number(item.low));
+  const highs = visible.map((item) => number(item.high));
+  const lows = visible.map((item) => number(item.low));
   const maximum = Math.max(...highs);
   const minimum = Math.min(...lows);
   const range = Math.max(maximum - minimum, maximum * 0.01, 0.01);
-  const volumes = prices.map((item) => number(item.volume));
+  const volumes = visible.map((item) => number(item.volume));
   const maxVolume = Math.max(...volumes, 1);
   const priceY = (value) => top + (maximum - value) / range * (priceBottom - top);
-  const step = plotWidth / prices.length;
+  const step = plotWidth / visible.length;
   const candleWidth = clamp(step * 0.62, 2, 8);
 
   context.strokeStyle = palette.grid;
@@ -105,7 +119,7 @@ function drawPriceChart(prices) {
     context.fillText((maximum - range * line / 4).toFixed(2), left - 5, y + 4);
   }
 
-  prices.forEach((item, index) => {
+  visible.forEach((item, index) => {
     const x = left + step * index + step / 2;
     const color = drawCandlestick(context, x, item, priceY, candleWidth, palette);
     const volumeBarHeight = number(item.volume) / maxVolume * volumeHeight;
@@ -117,10 +131,10 @@ function drawPriceChart(prices) {
 
   context.textAlign = "center";
   context.fillStyle = palette.axis;
-  const labelIndexes = [0, Math.floor((prices.length - 1) / 2), prices.length - 1];
+  const labelIndexes = [0, Math.floor((visible.length - 1) / 2), visible.length - 1];
   labelIndexes.forEach((index) => {
     const x = left + step * index + step / 2;
-    context.fillText(String(prices[index].trade_date).slice(5), x, height - 5);
+    context.fillText(String(visible[index].trade_date).slice(5), x, height - 5);
   });
 }
 
@@ -301,7 +315,7 @@ function drawIntradayPreviewChart(points, dailyPrices, referenceClose = 0) {
 
 function drawDailyPreviewChart(prices) {
   const { context, width, height, palette } = prepareStockPreviewCanvas();
-  const visible = prices.slice(-45);
+  const visible = visibleDailyPrices(prices);
   const visibleStart = prices.length - visible.length;
   const left = 45;
   const right = 10;

frontend/pages/market/entity-detail.js

@@ -113,13 +113,13 @@ function renderEntityDetailMetrics(metrics) {
 }
 
 function drawEntityDetailChart(series, canvas = elements.entityDetailChart) {
-  const candles = (series || []).filter((item) => number(item.close) > 0).map((item) => {
+  const candles = visibleDailyPrices((series || []).filter((item) => number(item.close) > 0).map((item) => {
     const close = number(item.close);
     const open = number(item.open) || close;
     const high = Math.max(number(item.high) || close, open, close);
     const low = Math.min(number(item.low) || close, open, close);
     return { ...item, open, high, low, close };
-  });
+  }));
   if (!candles.length) {
     clearEntityDetailChart("暂无日 K 数据", canvas);
     return;

frontend/pages/market/preview.js

@@ -368,10 +368,7 @@ function selectStockPreviewChart(chart) {
   } else if ((payload.prices || []).length) {
     setText("stockPreviewDate", payload.meta?.trade_date || "最新行情");
     const notice = String(payload.meta?.notice || "").trim();
-    setText(
-      "stockPreviewSource",
-      notice ? `日 K 行情 · ${payload.prices.length} 个交易日 · ${notice}` : `日 K 行情 · ${payload.prices.length} 个交易日`,
-    );
+    setText("stockPreviewSource", dailyChartSourceLabel(payload.prices, notice));
     drawDailyPreviewChart(payload.prices);
   } else {
     setText("stockPreviewDate", payload.meta?.trade_date || "最新行情");

frontend/pages/market/stock-detail.js

@@ -20,17 +20,9 @@ async function openStock(code, fallback = null) {
   setText("detailStreak", row.status === "涨停" ? streakLabel(row.streak) : row.status || "--");
   setText("detailReason", row.reason || "--");
   setText("detailSector", row.sector || "其他");
-  setText("detailFirst", row.first_time || "--");
-  setText("detailLast", row.last_time || "--");
-  setText("detailOpen", `${number(row.open_times)} 次`);
-  setText("detailTurnover", `${formatNumber(row.turnover_rate, 2)}%`);
-  setText("detailAmount", `${formatNumber(row.amount_billion, 2)} 亿`);
-  setText("detailSeal", `${formatNumber(row.seal_amount_million, 0)} 万`);
+  setStockBoardFields(row);
   setText("chartSource", "正在加载行情");
-  setText("flowNet", "--");
-  setText("flowLarge", "--");
-  setText("flowMedium", "--");
-  setText("flowSmall", "--");
+  renderMoneyflow({});
   document.querySelector("#reasonInput").value = row.reason || "";
   document.querySelector("#stockNoteContent").value = "";
   document.querySelector("#stockNotePlan").value = "";
@@ -48,15 +40,13 @@ async function openStock(code, fallback = null) {
     setText("detailName", stock.name || row.name);
     setText("detailPrice", formatNumber(stock.price || row.price, 2));
     setText("detailChange", `${signed(stock.change ?? row.change)}%`);
+    setStockBoardFields({ ...row, ...stock });
     renderMoneyflow(payload.moneyflow || {});
     renderStockNotes(payload.notes || []);
     updateWatchButton();
     if (state.stockDetailChartMode === "daily") {
       const notice = String(payload.meta?.notice || "").trim();
-      setText(
-        "chartSource",
-        notice ? `日 K 行情 · ${payload.prices.length} 个交易日 · ${notice}` : `日 K 行情 · ${payload.prices.length} 个交易日`,
-      );
+      setText("chartSource", dailyChartSourceLabel(payload.prices, notice));
       requestAnimationFrame(() => drawPriceChart(payload.prices || []));
     }
   } catch (error) {
@@ -76,9 +66,7 @@ async function selectStockDetailChart(mode) {
     const notice = String(state.stockDetail?.meta?.notice || "").trim();
     setText(
       "chartSource",
-      prices.length
-        ? (notice ? `日 K 行情 · ${prices.length} 个交易日 · ${notice}` : `日 K 行情 · ${prices.length} 个交易日`)
-        : "正在加载行情",
+      prices.length ? dailyChartSourceLabel(prices, notice) : "正在加载行情",
     );
     if (prices.length) requestAnimationFrame(() => drawPriceChart(prices));
     else clearPriceChart("正在加载日 K 数据");
@@ -121,6 +109,21 @@ function renderStockDetailIntraday(payload) {
   });
 }
 
+function setStockBoardFields(row) {
+  const firstTime = String(row.first_time || "").trim();
+  const lastTime = String(row.last_time || "").trim();
+  setText("detailFirst", firstTime && firstTime !== "--" ? firstTime : "--");
+  setText("detailLast", lastTime && lastTime !== "--" ? lastTime : "--");
+  setText("detailOpen", row.open_times === null || row.open_times === undefined || row.open_times === "" ? "--" : `${number(row.open_times)} 次`);
+  setText("detailTurnover", presentMetric(row.turnover_rate) ? `${formatNumber(row.turnover_rate, 2)}%` : "--");
+  setText("detailAmount", presentMetric(row.amount_billion) ? `${formatNumber(row.amount_billion, 2)} 亿` : "--");
+  setText("detailSeal", presentMetric(row.seal_amount_million) ? `${formatNumber(row.seal_amount_million, 0)} 万` : "--");
+}
+
+function presentMetric(value) {
+  return meaningfulNumber(value) && Number(value) !== 0;
+}
+
 function openActiveStockInHeaven() {
   const code = state.activeStock?.code;
   if (!/^\d{6}$/.test(String(code || ""))) return;

frontend/pages/review/page.js

@@ -408,8 +408,18 @@ async function saveReasonOverride(event) {
 }
 
 function renderMoneyflow(flow) {
-  for (const [id, value] of [["flowNet", flow.net_million], ["flowLarge", flow.large_million], ["flowMedium", flow.medium_million], ["flowSmall", flow.small_million]]) {
+  const payload = flow || {};
+  const available = payload.available !== false && [
+    payload.net_million, payload.large_million, payload.medium_million, payload.small_million,
+  ].some((value) => value !== null && value !== undefined && value !== "");
+  for (const [id, value] of [["flowNet", payload.net_million], ["flowLarge", payload.large_million], ["flowMedium", payload.medium_million], ["flowSmall", payload.small_million]]) {
     const element = document.getElementById(id);
+    if (!element) continue;
+    if (!available || value === null || value === undefined || value === "") {
+      element.textContent = "--";
+      element.className = "";
+      continue;
+    }
     element.textContent = formatMoneyMillion(value);
     element.className = changeClass(value);
   }

frontend/shared/admin.js

@@ -41,12 +41,10 @@ async function openAdminSettings(refreshOnly = false) {
     const ifind = data.ifind || {};
     const llm = payload.llm || {};
     const membership = payload.membership || {};
-    status.textContent = `Tushare ${data.configured ? "已配置" : "未配置"} · iFinD ${ifind.configured ? "已配置" : "未配置"} · ${number(data.snapshot_dates)} 个交易日`;
+    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("#systemTokenInput").value = "";
-    document.querySelector("#systemIfindTokenInput").value = "";
     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 || "");
@@ -72,7 +70,7 @@ function renderDatahubRouteStatus(hub) {
   if (label) {
     label.textContent = hub.configured
       ? `数据中枢主线路 ${enabled}/${total}，当前无备用`
-      : "数据中枢尚未配置，网站仍走原接口";
+      : "数据中枢未配置，网站只保留已有真实快照";
   }
 }
 
@@ -205,13 +203,9 @@ async function saveMarketSettings(event) {
   button.disabled = true;
   try {
     await apiRequest("/api/admin/settings", "POST", {
-      tushare_token: document.querySelector("#systemTokenInput").value.trim(),
-      ifind_refresh_token: document.querySelector("#systemIfindTokenInput").value.trim(),
       background_refresh_enabled: document.querySelector("#systemBackgroundRefresh").checked,
     });
-    document.querySelector("#systemTokenInput").value = "";
-    document.querySelector("#systemIfindTokenInput").value = "";
-    showToast("行情配置已保存");
+    showToast("行情刷新设置已保存");
     await openAdminSettings(true);
   } catch (error) {
     showToast(error.message || "系统配置保存失败");

frontend/shared/api.js

@@ -62,6 +62,9 @@
     try {
       response = await fetch(url, requestOptions(method, body, options.signal));
     } catch (error) {
+      if (error?.name === "AbortError") {
+        throw new ApiError("请求已取消或超时", 0, { aborted: true });
+      }
       throw new ApiError(readableRequestError(error), 0, null);
     }
     const payload = await parseJson(response);

tests/test_bootstrap_container.py

@@ -10,7 +10,7 @@ from database import ReviewDatabase
 
 
 class BootstrapContainerTests(unittest.TestCase):
-    def test_environment_credentials_preserve_legacy_model_fallbacks(self) -> None:
+    def test_environment_credentials_exclude_provider_secrets_and_preserve_llm_fallbacks(self) -> None:
         result = environment_credentials(
             {
                 "TUSHARE_TOKEN": " tushare ",
@@ -20,8 +20,8 @@ class BootstrapContainerTests(unittest.TestCase):
                 "LLM_MODEL": "legacy-model",
             }
         )
-        self.assertEqual(result["tushare_token"], "tushare")
-        self.assertEqual(result["ifind_refresh_token"], "refresh")
+        self.assertNotIn("tushare_token", result)
+        self.assertNotIn("ifind_refresh_token", result)
         self.assertEqual(result["platform_llm_primary_api_key"], "legacy-key")
         self.assertEqual(result["platform_llm_primary_base_url"], "https://legacy.example/v1")
         self.assertEqual(result["platform_llm_primary_model"], "legacy-model")
@@ -45,8 +45,9 @@ class BootstrapContainerTests(unittest.TestCase):
             self.assertIs(container.strategy_tracking.repository.database, database)
             self.assertIs(container.alert_service.repository.database, database)
             self.assertIs(container.trade_journal.repository.database, database)
-            self.assertIs(container.chart_data.ifind, container.ifind)
-            self.assertTrue(container.ifind.configured)
+            self.assertIs(container.ifind, container.data_gateway.ifind)
+            self.assertIs(container.chart_data.datahub, container.data_gateway.datahub)
+            self.assertIsNone(container.chart_data.ifind)
 
 
 if __name__ == "__main__":

tests/test_chart_data_provider.py

@@ -2,7 +2,6 @@ from __future__ import annotations
 
 import unittest
 
-from backend.data.providers.ifind_client import IfindHttpClient
 from backend.features.market.charts import ChartDataError, EastmoneyChartClient, HIS_TRENDS_URL, MarketChartClient, TRENDS_URL
 from server import DashboardService
 
@@ -196,13 +195,13 @@ class DatahubChartFallbackTests(unittest.TestCase):
             }
         )
         fallback = LookbackChartClient()
-        client = MarketChartClient(IfindHttpClient(), fallback, hub)
+        client = MarketChartClient(hub)
         payload = client.stock_intraday("601318")
         self.assertEqual(payload["source"], "datahub")
         self.assertEqual(hub.calls, ["601318"])
         self.assertEqual(fallback.requests, [])
 
-    def test_datahub_timeout_or_empty_falls_back_to_eastmoney(self):
+    def test_datahub_timeout_or_empty_does_not_use_old_channel(self):
         fallback = LookbackChartClient()
         for hub in (
             FakeHub(chart=None),
@@ -212,11 +211,10 @@ class DatahubChartFallbackTests(unittest.TestCase):
         ):
             EastmoneyChartClient._cache.clear()
             fallback.requests.clear()
-            client = MarketChartClient(IfindHttpClient(), fallback, hub)
-            payload = client.stock_intraday("000001")
-            self.assertEqual(payload["trade_date"], "2026-09-07")
-            self.assertGreaterEqual(len(payload["points"]), 1)
-            self.assertTrue(fallback.requests)
+            client = MarketChartClient(hub)
+            with self.assertRaises(ChartDataError):
+                client.stock_intraday("000001")
+            self.assertEqual(fallback.requests, [])
 
     def test_datahub_daily_skips_ifind(self):
         hub = FakeHub(
@@ -232,7 +230,7 @@ class DatahubChartFallbackTests(unittest.TestCase):
                 }
             ]
         )
-        client = MarketChartClient(IfindHttpClient(), LookbackChartClient(), hub)
+        client = MarketChartClient(hub)
         rows = client.stock_daily("600000", "20260907")
         self.assertEqual(rows[-1]["trade_date"], "2026-09-07")
         self.assertIn("daily:600000", hub.calls)

tests/test_data_gateway.py

@@ -12,6 +12,7 @@ from backend.data import (
     QualityEvidence,
     build_data_gateway,
 )
+from backend.data.datahub.settings import DATASETS, DatahubSettings, DatasetFlags
 from backend.data.quality import market_timezone
 
 
@@ -35,16 +36,30 @@ class DataGatewayTests(unittest.TestCase):
         with self.assertRaises(DataPolicyError):
             policy.assert_allowed("market.level2", "unresolved", "display")
 
-    def test_gateway_uses_live_token_supplier_and_shared_ifind(self) -> None:
-        token = {"value": "first"}
-        gateway = build_data_gateway(
-            {"ifind_refresh_token": "refresh", "ifind_access_token": "access"},
-            lambda: token["value"],
+    def test_gateway_uses_hub_facade_and_proxies(self) -> None:
+        settings = DatahubSettings(
+            base_url="http://127.0.0.1:8766",
+            token="hub-token",
+            datasets={name: DatasetFlags(name, read=True) for name in DATASETS},
         )
-        self.assertEqual(gateway.tushare().token, "first")
-        token["value"] = "second"
-        self.assertEqual(gateway.tushare().token, "second")
-        self.assertIs(gateway.chart_data.ifind, gateway.ifind)
+        gateway = build_data_gateway(
+            {},
+            datahub_settings=settings,
+        )
+        client = gateway.tushare()
+        self.assertEqual(client.token, "datahub")
+        self.assertIsNone(client.realtime_aggregator)
+        self.assertFalse(hasattr(client, "_legacy"))
+        self.assertIs(gateway.ifind, gateway.ifind_provider.client)
+        self.assertIs(gateway.chart_data.datahub, gateway.datahub)
+        self.assertIsNone(gateway.chart_data.ifind)
+        from backend.data.datahub.bridge import DatahubAwareTushareClient
+        from backend.data.datahub.ifind_proxy import HubIfindProxy
+        from backend.data.datahub.realtime_proxy import HubRealtimeProxy
+
+        self.assertIsInstance(client, DatahubAwareTushareClient)
+        self.assertIsInstance(gateway.ifind, HubIfindProxy)
+        self.assertIsInstance(gateway.realtime_observer, HubRealtimeProxy)
 
     def test_server_has_no_direct_runtime_tushare_construction(self) -> None:
         source = (
@@ -54,24 +69,29 @@ class DataGatewayTests(unittest.TestCase):
             / "market"
             / "service.py"
         ).read_text(encoding="utf-8")
-        self.assertEqual(source.count("TushareClient(self.token)"), 1)
+        self.assertNotIn("TushareClient(self.token)", source)
         self.assertIn("return gateway.tushare()", source)
 
     def test_provider_construction_has_unique_declared_owners(self) -> None:
         root = Path(__file__).resolve().parents[1]
         owners = {
-            "EastmoneyChartClient": {"backend/data/gateway.py"},
-            "IfindHttpClient": {"backend/data/gateway.py"},
             "IfindProvider": {"backend/data/gateway.py"},
             "MarketChartClient": {"backend/data/gateway.py"},
-            "TushareClient": {"backend/features/market/service.py"},
-            "TushareProvider": {"backend/data/gateway.py"},
-            "WebRealtimeAggregator": {"backend/data/gateway.py"},
+            "TushareClient": set(),
             "DatahubClient": {"backend/data/gateway.py"},
             "DatahubAwareTushareClient": {"backend/data/gateway.py"},
             "DatahubBridge": {"backend/data/gateway.py"},
+            "HubIfindProxy": {"backend/data/gateway.py"},
+            "HubRealtimeProxy": {"backend/data/gateway.py"},
         }
         found = {name: set() for name in owners}
+        forbidden = {
+            "IfindHttpClient": set(),
+            "EastmoneyChartClient": set(),
+            "WebRealtimeAggregator": set(),
+            "TushareProvider": set(),
+        }
+        found_forbidden = {name: set() for name in forbidden}
         for path in (root / "backend").rglob("*.py"):
             relative = path.relative_to(root).as_posix()
             tree = ast.parse(path.read_text(encoding="utf-8"), filename=str(path))
@@ -81,7 +101,10 @@ class DataGatewayTests(unittest.TestCase):
                 name = getattr(node.func, "id", None) or getattr(node.func, "attr", None)
                 if name in found:
                     found[name].add(relative)
+                if name in found_forbidden:
+                    found_forbidden[name].add(relative)
         self.assertEqual(found, owners)
+        self.assertEqual(found_forbidden, forbidden)
         provider_source = (root / "backend/data/providers/tushare.py").read_text(
             encoding="utf-8"
         )

tests/test_datahub_bridge.py

@@ -13,6 +13,7 @@ from backend.data.datahub.compare import compare_rows
 from backend.data.datahub.errors import DatahubError
 from backend.data.datahub.native import to_canonical_row, to_native_row
 from backend.data.datahub.route_state import LEDGER
+from backend.data.providers.tushare_transport import TushareError
 from backend.data.datahub.settings import DATASETS, DatahubSettings, DatasetFlags
 
 ROOT = Path(__file__).resolve().parents[1]
@@ -68,9 +69,16 @@ class FakeClient(DatahubClient):
         self.calls: list[tuple[str, dict[str, Any]]] = []
 
     def get(self, path: str, params: dict[str, Any] | None = None) -> DatahubResponse:
+        return self._record(path, params)
+
+    def post(self, path: str, body: dict[str, Any] | None = None) -> DatahubResponse:
+        return self._record(path, body)
+
+    def _record(self, path: str, payload: dict[str, Any] | None) -> DatahubResponse:
         self.paths.append(path)
-        self.calls.append((path, {key: value for key, value in (params or {}).items()}))
-        if TOKEN in json.dumps(params or {}) or TOKEN in path:
+        self.calls.append((path, {key: value for key, value in (payload or {}).items()}))
+        packed = json.dumps(payload or {})
+        if TOKEN in packed or TOKEN in path:
             raise AssertionError("token leaked into url")
         if self.error:
             raise self.error
@@ -131,16 +139,22 @@ class DatahubBridgeTests(unittest.TestCase):
         self.assertEqual(legacy.calls, [])
         self.assertEqual(client.paths, ["/v1/bars/daily"])
         calendar_legacy = FakeLegacy([{"cal_date": "20240902", "is_open": 1}])
-        calendar_client = FakeClient(error=DatahubError("INTERNAL", "nope"))
+        calendar_client = FakeClient(
+            response=DatahubResponse(
+                data=[{"cal_date": "20240902", "is_open": 1, "pretrade_date": "20240830"}],
+                meta={"source": "datahub", "stale": False, "staleness_seconds": 0},
+            )
+        )
         calendar_wrapped = DatahubAwareTushareClient(
             calendar_legacy,
             DatahubBridge(flags(daily=(True, False)), calendar_client),
         )
         calendar = calendar_wrapped.query("trade_cal", {"start_date": "20240902", "end_date": "20240902"}, "")
         self.assertEqual(calendar[0]["is_open"], 1)
-        self.assertEqual(calendar_client.paths, [])
+        self.assertEqual(calendar_legacy.calls, [])
+        self.assertEqual(calendar_client.paths, ["/v1/query"])
 
-    def test_fallback_on_down_401_timeout_empty_unpublished_stale_and_incomplete(self) -> None:
+    def test_hub_failure_does_not_call_website_legacy(self) -> None:
         cases = [
             DatahubError("UNAVAILABLE", "down"),
             DatahubError("UNAUTHORIZED", "401"),
@@ -152,34 +166,21 @@ class DatahubBridgeTests(unittest.TestCase):
         ]
         for error in cases:
             with self.subTest(error=error.code):
-                if error.code == "EMPTY":
-                    client = FakeClient(response=DatahubResponse(data=[], meta={"stale": False, "staleness_seconds": 0}))
-                elif error.code == "STALE":
-                    client = FakeClient(response=DatahubResponse(
-                        data=[dict(HUB_DAILY)],
-                        meta={"stale": True, "staleness_seconds": 999999},
-                    ))
-                elif error.code == "INCOMPLETE":
-                    client = FakeClient(response=DatahubResponse(
-                        data=[dict(HUB_DAILY)],
-                        meta={
-                            "stale": False,
-                            "staleness_seconds": 0,
-                            "incomplete": True,
-                            "coverage": {"complete": False, "missing_count": 80},
-                        },
-                    ))
-                else:
-                    client = FakeClient(error=error)
+                client = FakeClient(error=error)
                 legacy = FakeLegacy([LEGACY_DAILY])
                 wrapped = DatahubAwareTushareClient(legacy, DatahubBridge(flags(daily=(True, False)), client))
-                rows = wrapped.query("daily", {"trade_date": "20240902"}, "ts_code,amount")
-                self.assertEqual(rows[0]["amount"], 2000.0)
-                self.assertEqual(len(legacy.calls), 1)
+                with self.assertRaises(TushareError):
+                    wrapped.query("daily", {"trade_date": "20240902"}, "ts_code,amount")
+                self.assertEqual(legacy.calls, [])
 
-    def test_shadow_compares_without_replacing_and_survives_hub_failure(self) -> None:
+    def test_shadow_mode_no_longer_calls_website_tushare(self) -> None:
         reports: list[dict[str, Any]] = []
-        client = FakeClient()
+        client = FakeClient(
+            response=DatahubResponse(
+                data=[dict(LEGACY_DAILY)],
+                meta={"source": "tushare", "stale": False, "staleness_seconds": 0, "row_shape": "tushare"},
+            )
+        )
         legacy = FakeLegacy([LEGACY_DAILY])
         wrapped = DatahubAwareTushareClient(
             legacy,
@@ -187,21 +188,19 @@ class DatahubBridgeTests(unittest.TestCase):
         )
         rows = wrapped.query("daily", {"trade_date": "20240902"}, "ts_code,amount,vol")
         self.assertEqual(rows[0]["amount"], 2000.0)
-        self.assertEqual(len(legacy.calls), 1)
-        self.assertEqual(reports[0]["equal"], True)
-        self.assertEqual(reports[0]["matched"], 1)
+        self.assertEqual(legacy.calls, [])
+        self.assertEqual(client.paths, ["/v1/query"])
 
         failed = FakeClient(error=DatahubError("UNAVAILABLE", TOKEN))
-        fail_reports: list[dict[str, Any]] = []
         fail_legacy = FakeLegacy([LEGACY_DAILY])
         fail_wrapped = DatahubAwareTushareClient(
             fail_legacy,
-            DatahubBridge(flags(daily=(False, True)), failed, shadow_sink=fail_reports.append),
+            DatahubBridge(flags(daily=(False, True)), failed, shadow_sink=reports.append),
         )
-        again = fail_wrapped.query("daily", {"trade_date": "20240902"}, "amount")
-        self.assertEqual(again[0]["amount"], 2000.0)
-        self.assertTrue(fail_reports[0]["hub_error"])
-        self.assertNotIn(TOKEN, json.dumps(fail_reports[0]))
+        with self.assertRaises(TushareError):
+            fail_wrapped.query("daily", {"trade_date": "20240902"}, "amount")
+        self.assertEqual(fail_legacy.calls, [])
+        self.assertNotIn(TOKEN, str(failed.calls))
 
     def test_compare_classifies_unit_conversion_missing_row_and_value_diff(self) -> None:
         equal = compare_rows("daily", [LEGACY_DAILY], [HUB_DAILY], {"stale": False, "staleness_seconds": 0})
@@ -288,13 +287,12 @@ class DatahubBridgeTests(unittest.TestCase):
         )
         wrapped = DatahubAwareTushareClient(
             FakeLegacy([legacy_close_only]),
-            DatahubBridge(flags(daily=(False, True)), client, shadow_sink=reports.append),
+            DatahubBridge(flags(daily=(True, False)), client, shadow_sink=reports.append),
         )
         rows = wrapped.query("daily", {"trade_date": "20240902"}, "ts_code,trade_date,close,vol,amount")
         self.assertEqual(rows[0]["close"], 10.20)
         self.assertEqual(rows[0]["vol"], 1000.0)
-        self.assertTrue(reports[0]["equal"])
-        self.assertEqual(reports[0]["matched"], 1)
+        self.assertEqual(client.paths, ["/v1/bars/daily"])
 
     def test_native_roundtrip_matches_known_scales(self) -> None:
         native = to_native_row("daily", HUB_DAILY)
@@ -347,21 +345,17 @@ class DatahubBridgeTests(unittest.TestCase):
         self.assertIn('"daily"', source)
         self.assertIn("start_date", source)
         self.assertIn("end_date", source)
-        client = FakeClient(
-            response=DatahubResponse(
-                data=[dict(HUB_DAILY)],
-                meta={"stale": False, "staleness_seconds": 0, "incomplete": True, "coverage": {"complete": False, "missing_count": 89}},
-            )
-        )
+        client = FakeClient(error=DatahubError("INCOMPLETE", "truncated"))
         legacy = FakeLegacy([LEGACY_DAILY])
         wrapped = DatahubAwareTushareClient(legacy, DatahubBridge(flags(daily=(True, False)), client))
-        rows = wrapped.query(
-            "daily",
-            {"ts_code": "600000.SH", "start_date": "20240301", "end_date": "20240902"},
-            "ts_code,amount",
-        )
-        self.assertEqual(rows[0]["amount"], 2000.0)
-        self.assertEqual(len(legacy.calls), 1)
+        with self.assertRaises(TushareError):
+            wrapped.query(
+                "daily",
+                {"ts_code": "600000.SH", "start_date": "20240301", "end_date": "20240902"},
+                "ts_code,amount",
+            )
+        self.assertEqual(legacy.calls, [])
+        self.assertIn("/v1/query", client.paths)
 
     def test_try_intraday_respects_switch_and_falls_back_on_bad_payload(self) -> None:
         closed = DatahubBridge(flags(), FakeClient(error=DatahubError("INTERNAL", "should not run")))
@@ -462,17 +456,15 @@ class DatahubBridgeTests(unittest.TestCase):
             FakeClient(error=DatahubError("UNAVAILABLE", "down")),
         )
         self.assertIsNone(failed.try_market_quotes("20240902"))
-        failed.record_legacy("quotes", "tencent_qt", "down")
         snap = next(item for item in LEDGER.snapshot() if item["dataset"] == "quotes")
-        self.assertEqual(snap["route"], "legacy")
-        self.assertEqual(snap["source"], "tencent_qt")
-        self.assertIn("备用", "备用")
+        self.assertEqual(snap["route"], "datahub")
+        self.assertEqual(snap["source"], "unavailable")
 
         gateway = build_data_gateway({}, datahub_settings=flags(quotes=(True, False)))
         status = gateway.datahub_status()
         self.assertEqual(status["enabled_reads"], 1)
         self.assertEqual(status["total_reads"], len(DATASETS))
-        self.assertGreaterEqual(status["fallback_count"], 1)
+        self.assertEqual(status["fallback_count"], 0)
 
     def test_try_daily_chart_converts_hub_bars(self) -> None:
         rows = [
@@ -554,7 +546,7 @@ class DatahubBridgeTests(unittest.TestCase):
         self.assertEqual(chart[-1]["trade_date"], "2024-09-02")
         self.assertEqual(chart[-1]["close"], 10.4)
 
-    def test_gateway_tushare_assembly_binds_hooks_on_inner_client(self) -> None:
+    def test_gateway_tushare_facade_has_no_legacy_client(self) -> None:
         quotes = [
             {
                 "ts_code": f"{index:06d}.SZ",
@@ -582,21 +574,20 @@ class DatahubBridgeTests(unittest.TestCase):
         )
         gateway.datahub.client = hub_client
         wrapped = gateway.tushare()
-        inner = wrapped._legacy
-        self.assertTrue(callable(getattr(inner, "try_market_quotes", None)))
-        self.assertTrue(callable(getattr(inner, "try_index_quotes", None)))
-        self.assertTrue(callable(getattr(inner, "record_datahub_legacy", None)))
-        self.assertIs(inner.query.__self__, wrapped)
-        self.assertEqual(inner.query.__func__, wrapped.query.__func__)
-        self.assertFalse(hasattr(type(inner), "try_market_quotes"))
-        rows = inner.try_market_quotes("20240902")
+        self.assertFalse(hasattr(wrapped, "_legacy"))
+        self.assertIsNone(getattr(type(wrapped), "__getattr__", None))
+        self.assertTrue(callable(getattr(type(wrapped), "try_market_quotes", None)))
+        self.assertTrue(callable(getattr(type(wrapped), "try_index_quotes", None)))
+        self.assertTrue(callable(getattr(type(wrapped), "record_datahub_legacy", None)))
+        self.assertTrue(callable(getattr(type(wrapped), "dashboard", None)))
+        rows = wrapped.try_market_quotes("20240902")
         self.assertGreaterEqual(len(rows or []), 200)
         self.assertIn("/v1/quotes/latest", hub_client.paths)
         hub_client.response = DatahubResponse(
             data=[dict(HUB_DAILY)],
             meta={"stale": False, "staleness_seconds": 0, "source": "tushare:daily"},
         )
-        daily = inner.query("daily", {"trade_date": "20240902"}, "ts_code,amount")
+        daily = wrapped.query("daily", {"trade_date": "20240902"}, "ts_code,amount")
         self.assertEqual(daily[0]["amount"], 2000.0)
         self.assertIn("/v1/bars/daily", hub_client.paths)
 

tests/test_frontend_contract.py

@@ -459,6 +459,19 @@ class FrontendContractTests(unittest.TestCase):
         self.assertIn('payload.question_preset = state.heartQuestionPreset;', self.script)
         self.assertIn('payload.cast_at = state.heartCastAt;', self.script)
 
+    def test_heaven_loading_timeout_clears_dimmed_state(self):
+        self.assertIn("controller.abort()", self.script)
+        self.assertIn('heavenView?.classList.remove("heaven-data-loading")', self.script)
+        self.assertIn("问天数据仍在准备，页面可继续输入和操作", self.script)
+        self.assertIn("const blocking = !state.heavenSetup;", self.script)
+        self.assertIn("payload?.aborted", self.script)
+
+    def test_stock_detail_does_not_display_missing_metrics_as_zero(self):
+        self.assertIn("function setStockBoardFields(row)", self.script)
+        self.assertIn("function presentMetric(value)", self.script)
+        self.assertIn("payload.available !== false", self.script)
+        self.assertIn('element.textContent = "--"', self.script)
+
 
 if __name__ == "__main__":
     unittest.main()

tests/test_global_search.py

@@ -94,7 +94,7 @@ class GlobalSearchTests(unittest.TestCase):
         self.assertIn('event.key.toLowerCase() !== "k"', script)
         self.assertIn('openStock(item.id, { code: item.code', script)
         self.assertNotIn('include_notes', script)
-        self.assertIn('const candles = (series || [])', script)
+        self.assertIn('const candles = visibleDailyPrices((series || [])', script)
         self.assertIn('renderStockNotes(payload.notes || [])', script)
 
 

tests/test_hel494_regressions.py

@@ -0,0 +1,342 @@
+from __future__ import annotations
+
+import unittest
+from unittest.mock import MagicMock, patch
+
+from backend.data.providers.tushare_client import TushareClient, TushareError
+from backend.data.providers.tushare_helpers import _moneyflow_payload
+from backend.data.realtime import (
+    WebRealtimeAggregator,
+    _normalize_eastmoney_limit_row,
+    _normalize_eastmoney_stock_quote,
+)
+from backend.data.providers.tushare_daily import DailyMarketMixin
+
+
+class MoneyflowPayloadTests(unittest.TestCase):
+    def test_missing_row_is_not_zero(self) -> None:
+        payload = _moneyflow_payload(None)
+        self.assertFalse(payload["available"])
+        self.assertIsNone(payload["net_million"])
+        self.assertIsNone(payload["large_million"])
+
+    def test_empty_row_is_not_zero(self) -> None:
+        payload = _moneyflow_payload({})
+        self.assertFalse(payload["available"])
+        self.assertIsNone(payload["net_million"])
+
+    def test_real_zero_net_is_kept_when_source_exists(self) -> None:
+        payload = _moneyflow_payload(
+            {
+                "net_mf_amount": 0,
+                "buy_lg_amount": 1,
+                "sell_lg_amount": 1,
+                "buy_elg_amount": 0,
+                "sell_elg_amount": 0,
+                "buy_md_amount": 0,
+                "sell_md_amount": 0,
+                "buy_sm_amount": 0,
+                "sell_sm_amount": 0,
+            }
+        )
+        self.assertTrue(payload["available"])
+        self.assertEqual(payload["net_million"], 0)
+
+
+class LimitOverlayTests(unittest.TestCase):
+    def test_normalize_limit_keeps_missing_seal_as_none(self) -> None:
+        row = DailyMarketMixin._normalize_limit(
+            {
+                "ts_code": "000737.SZ",
+                "name": "北方铜业",
+                "close": 12.3,
+                "pct_chg": 10,
+                "amount": 1e8,
+                "amount_unit": "yuan",
+            },
+            "涨停",
+        )
+        self.assertIsNone(row["seal_amount_million"])
+        self.assertEqual(row["first_time"], "--")
+
+    def test_overlay_fills_board_times_from_official_list(self) -> None:
+        mixin = DailyMarketMixin()
+        mixin._load_limit_lists = lambda trade_date: [
+            {
+                "ts_code": "000737.SZ",
+                "first_time": "09:31:02",
+                "last_time": "10:18:11",
+                "fd_amount": 82000000,
+                "open_times": 1,
+                "turnover_ratio": 18.4,
+            }
+        ]
+        mixin.realtime_aggregator = None
+        rows = mixin._overlay_board_fields(
+            [{"ts_code": "000737.SZ", "close": 12.3, "limit_type": "U"}],
+            "20260908",
+        )
+        self.assertEqual(rows[0]["first_time"], "09:31:02")
+        self.assertEqual(rows[0]["fd_amount"], 82000000)
+        self.assertEqual(rows[0]["turnover_ratio"], 18.4)
+
+
+class ShenwanRealtimeSourceTests(unittest.TestCase):
+    def test_transport_refuses_rt_sw_k(self) -> None:
+        client = TushareClient(token="demo")
+        with self.assertRaisesRegex(TushareError, "rt_sw_k is disabled"):
+            client.query("rt_sw_k", {"ts_code": "801074.SI"})
+
+    def test_outer_realtime_uses_hub_sector_quote_not_rt_sw_k(self) -> None:
+        client = TushareClient(token="demo")
+        client.query = MagicMock(side_effect=AssertionError("should not call tushare"))
+        client.try_sector_quote = MagicMock(return_value={
+            "code": "801074.SI",
+            "name": "工业金属",
+            "close": 1234.5,
+            "pre_close": 1200,
+            "change": 2.88,
+            "pct_change": 2.88,
+            "quote_date": "20260908",
+            "quote_time": "2026-09-08T14:50:00+08:00",
+            "source": "eastmoney_sw",
+        })
+        row, source, error = client._sw_outer_realtime("801074.SI", "工业金属", "20260908")
+        self.assertEqual(source, "eastmoney_sw")
+        self.assertEqual(error, "")
+        self.assertEqual(row["change"], 2.88)
+        client.query.assert_not_called()
+
+    def test_outer_waiting_state_has_no_permission_error(self) -> None:
+        client = TushareClient(token="demo")
+        client.realtime_aggregator = None
+        row, source, error = client._sw_outer_realtime(
+            "801074.SI", "工业金属", "20260908", finalized=True
+        )
+        self.assertEqual(row, {})
+        self.assertIn("尚未入库", error)
+        self.assertNotIn("权限", error)
+        self.assertNotIn("rt_sw_k", error)
+
+
+class EastmoneyHelperTests(unittest.TestCase):
+    def test_limit_pool_row_keeps_board_clock(self) -> None:
+        parsed = _normalize_eastmoney_limit_row(
+            {
+                "c": "000737",
+                "m": 0,
+                "n": "北方铜业",
+                "fbt": 93102,
+                "lbt": 101811,
+                "zbc": 1,
+                "lbc": 2,
+                "hs": 18.4,
+                "fund": 82000000,
+            },
+            "U",
+        )
+        self.assertEqual(parsed["ts_code"], "000737.SZ")
+        self.assertEqual(parsed["first_time"], "09:31:02")
+        self.assertEqual(parsed["last_time"], "10:18:11")
+        self.assertEqual(parsed["fd_amount"], 82000000)
+
+    def test_stock_quote_keeps_moneyflow_when_present(self) -> None:
+        quote = _normalize_eastmoney_stock_quote(
+            {
+                "f43": 12.3,
+                "f60": 11.18,
+                "f46": 11.2,
+                "f44": 12.3,
+                "f45": 11.1,
+                "f47": 1000,
+                "f48": 150000000,
+                "f58": "北方铜业",
+                "f86": 0,
+                "f168": 8.5,
+                "f62": 25000000,
+                "f78": 3000000,
+                "f84": -1000000,
+            },
+            "000737.SZ",
+        )
+        self.assertEqual(quote["net_mf_amount"], 2500)
+        payload = _moneyflow_payload(quote)
+        self.assertTrue(payload["available"])
+        self.assertEqual(payload["net_million"], 25)
+
+    @patch.object(WebRealtimeAggregator, "_get_json")
+    def test_shenwan_quote_uses_eastmoney_90_prefix(self, get_json: MagicMock) -> None:
+        get_json.return_value = {
+            "rc": 0,
+            "data": {
+                "diff": [
+                    {
+                        "f12": "801074",
+                        "f14": "工业金属",
+                        "f2": 1234.5,
+                        "f3": 2.88,
+                        "f18": 1200,
+                        "f17": 1205,
+                        "f15": 1240,
+                        "f16": 1198,
+                        "f6": 1,
+                        "f124": 1757319000,
+                    }
+                ]
+            },
+        }
+        quote = WebRealtimeAggregator().eastmoney_shenwan_quote("801074.SI")
+        self.assertEqual(quote["source"], "eastmoney_sw")
+        self.assertAlmostEqual(quote["change"], 2.88)
+        params = get_json.call_args.args[1]
+        self.assertEqual(params["secids"], "90.801074")
+
+
+class ChartWindowTests(unittest.TestCase):
+    def test_display_window_is_45_not_250(self) -> None:
+        from backend.features.market.charts import DAILY_CHART_LIMIT
+
+        self.assertEqual(DAILY_CHART_LIMIT, 45)
+
+
+class MemberQuoteCoverageTests(unittest.TestCase):
+    def test_prefers_full_hub_market_over_truncated_named_quotes(self) -> None:
+        client = TushareClient(token="demo")
+        wanted = [f"{index:06d}.SZ" for index in range(205)]
+        market = [
+            {"ts_code": code, "close": 10.0, "pre_close": 9.0}
+            for code in wanted
+        ]
+        client.try_market_quotes = MagicMock(return_value=market)
+        client.try_quotes = MagicMock(return_value=market[:60])
+        client.realtime_aggregator = MagicMock()
+        rows, source = client._load_member_realtime_quotes(wanted, "20260908")
+        self.assertEqual(len(rows), 205)
+        self.assertEqual(source, "datahub")
+        client.try_quotes.assert_not_called()
+
+    def test_hub_named_quotes_cover_members_when_market_missing(self) -> None:
+        client = TushareClient(token="demo")
+        wanted = ["000737.SZ", "000630.SZ"]
+        client.try_market_quotes = MagicMock(return_value=None)
+        client.try_quotes = MagicMock(return_value=[
+            {"ts_code": "000737.SZ", "close": 12.3, "pre_close": 11.2},
+            {"ts_code": "000630.SZ", "close": 4.5, "pre_close": 4.4},
+        ])
+        client.realtime_aggregator = MagicMock()
+        rows, source = client._load_member_realtime_quotes(wanted, "20260908")
+        self.assertEqual(len(rows), 2)
+        self.assertEqual(source, "datahub")
+        client.try_quotes.assert_called()
+        client.realtime_aggregator.eastmoney_stock_quotes.assert_not_called()
+        client.realtime_aggregator.tencent_stock_quotes.assert_not_called()
+
+    def test_delayed_hub_quotes_are_kept_not_zeroed(self) -> None:
+        client = TushareClient(token="demo")
+        delayed = [
+            {
+                "ts_code": "000737.SZ",
+                "close": 12.3,
+                "pre_close": 11.2,
+                "delayed": True,
+                "delay_seconds": 90,
+                "delay_notice": "主备免费行情均暂不可用，显示 90 秒前的真实快照",
+            }
+        ]
+        client.try_market_quotes = MagicMock(return_value=delayed)
+        client.try_quotes = MagicMock()
+        client.realtime_aggregator = MagicMock()
+        rows, source = client._load_member_realtime_quotes(["000737.SZ"], "20260908")
+        self.assertEqual(source, "datahub_delayed")
+        self.assertEqual(rows[0]["close"], 12.3)
+        client.try_quotes.assert_not_called()
+
+    def test_ignores_non_member_quotes_from_market_snapshot(self) -> None:
+        client = TushareClient(token="demo")
+        client.try_market_quotes = MagicMock(
+            return_value=[
+                {"ts_code": "000737.SZ", "close": 12.3, "pre_close": 11.2},
+                {"ts_code": "600000.SH", "close": 10.0, "pre_close": 9.9},
+            ]
+        )
+        client.try_quotes = MagicMock(return_value=[])
+        client._free_realtime_quotes = MagicMock(return_value=([], "empty"))
+        rows, _source = client._load_member_realtime_quotes(
+            ["000737.SZ", "000630.SZ"], "20260908"
+        )
+        self.assertEqual([row["ts_code"] for row in rows], ["000737.SZ"])
+
+    def test_local_sw_members_survive_tushare_outage(self) -> None:
+        import tempfile
+        from pathlib import Path
+
+        from backend.data.providers import tushare_industries as module
+
+        client = TushareClient(token="demo")
+        stored = [
+            {
+                "ts_code": "000737.SZ",
+                "name": "北方铜业",
+                "l2_code": "801074.SI",
+                "in_date": "20200101",
+                "out_date": "",
+            }
+        ]
+        with tempfile.TemporaryDirectory() as tmp:
+            original = module._SW_MEMBER_DIR
+            module._SW_MEMBER_DIR = Path(tmp)
+            try:
+                client._sw_member_cache.clear()
+                client._write_local_sw_members("801074.SI", stored)
+                client.query = MagicMock(side_effect=TushareError("index_member_all down"))
+                members = client._sw_sector_members("801074.SI", "20260908")
+            finally:
+                module._SW_MEMBER_DIR = original
+                client._sw_member_cache.clear()
+        self.assertEqual([item["ts_code"] for item in members], ["000737.SZ"])
+        client.query.assert_not_called()
+
+    def test_closed_keeps_daily_inner_when_sw_daily_missing(self) -> None:
+        client = TushareClient(token="demo")
+        client.resolve_trade_context = lambda _date: ("20260908", "20260907")
+        client.sw_stock_industry = MagicMock(
+            return_value={"l2_code": "801074.SI", "l2_name": "工业金属"}
+        )
+        client._sw_sector_members = MagicMock(
+            return_value=[
+                {"ts_code": "000737.SZ", "name": "北方铜业"},
+                {"ts_code": "000630.SZ", "name": "铜陵有色"},
+            ]
+        )
+        client._stock_listing_reference = MagicMock(return_value={})
+        client._load_daily = MagicMock(
+            return_value=[
+                {"ts_code": "000737.SZ", "name": "北方铜业", "pct_chg": 2, "amount": 1e8},
+                {"ts_code": "000630.SZ", "name": "铜陵有色", "pct_chg": 1, "amount": 1e8},
+            ]
+        )
+        client._confirmed_suspended_members = MagicMock(return_value=[])
+        client.query = MagicMock(return_value=[])
+        client._sw_realtime_sector_snapshot = MagicMock(
+            side_effect=AssertionError("daily inner should be kept")
+        )
+        client.try_sector_quote = MagicMock(return_value={
+            "code": "801074.SI",
+            "name": "工业金属",
+            "change": 1.5,
+            "pct_change": 1.5,
+            "quote_date": "20260908",
+            "quote_time": "2026-09-08T15:00:00+08:00",
+            "source": "eastmoney_sw",
+        })
+        snapshot = client.sw_sector_snapshot(
+            "000737.SZ", "20260908", allow_realtime_close=True
+        )
+        self.assertEqual(snapshot["quote_count"], 2)
+        self.assertEqual(snapshot["member_count"], 2)
+        self.assertTrue(snapshot["inner_precise"])
+        self.assertTrue(snapshot["outer_precise"])
+        self.assertEqual(snapshot["inner_source"], "tushare_member_daily")
+        self.assertEqual(snapshot["change"], 1.5)
+        self.assertNotIn("权限", snapshot.get("outer_error") or "")
+        self.assertNotIn("rt_sw_k", snapshot.get("outer_error") or "")

tests/test_hub_exclusive.py

@@ -0,0 +1,434 @@
+from __future__ import annotations
+
+import ast
+import json
+import re
+import threading
+import unittest
+from pathlib import Path
+from unittest.mock import patch
+
+from backend.data import build_data_gateway
+from backend.data.datahub.bridge import DatahubAwareTushareClient, DatahubBridge
+from backend.data.datahub.client import DatahubClient
+from backend.data.datahub.ifind_proxy import HubIfindProxy
+from backend.data.datahub.realtime_proxy import HubRealtimeProxy
+from backend.data.datahub.settings import DATASETS, DatahubSettings, DatasetFlags
+from backend.data.providers.tushare_transport import TushareError
+from backend.features.market.charts import MarketChartClient
+from backend.features.system.service import SystemServiceMixin
+from tests.test_datahub_bridge import FakeClient, FakeLegacy, flags
+
+
+ROOT = Path(__file__).resolve().parents[1]
+BLOCKED_HOSTS = (
+    "api.tushare.pro",
+    "push2.eastmoney.com",
+    "push2delay.eastmoney.com",
+    "push2his.eastmoney.com",
+    "push2ex.eastmoney.com",
+    "qt.gtimg.cn",
+    "hq.sinajs.cn",
+    "10jqka.com.cn",
+    "xuangubao.cn",
+    "quantapi.51ifind.com",
+    "51ifind.com",
+)
+LEFTOVER_WEBSITE_FILES = {
+    "backend/data/providers/ifind_client.py",
+    "backend/data/realtime.py",
+    "backend/features/market/charts.py",
+    "backend/data/providers/tushare_transport.py",
+}
+HUB_BASE = "http://127.0.0.1:8766"
+
+
+def _enabled_settings() -> DatahubSettings:
+    return DatahubSettings(
+        base_url=HUB_BASE,
+        token="hub-token",
+        datasets={name: DatasetFlags(name, read=True) for name in DATASETS},
+    )
+
+
+class _Resp:
+    def __init__(self, payload: dict) -> None:
+        self.status = 200
+        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
+
+
+def hub_payload(request) -> dict:
+    url = str(getattr(request, "full_url", None) or request)
+    if any(host in url for host in BLOCKED_HOSTS):
+        raise AssertionError(f"website opened blocked host: {url}")
+    if HUB_BASE not in url:
+        raise AssertionError(f"unexpected url: {url}")
+    path = url.split(HUB_BASE, 1)[1].split("?", 1)[0]
+    if path == "/v1/bars/daily":
+        return {
+            "schema_version": 1,
+            "data": [
+                {
+                    "ts_code": "600000.SH",
+                    "trade_date": "20240902",
+                    "open": 10.0,
+                    "high": 10.4,
+                    "low": 9.9,
+                    "close": 10.2,
+                    "volume": 100000,
+                    "amount": 2000000,
+                }
+            ],
+            "meta": {"stale": False, "staleness_seconds": 0, "source": "datahub"},
+        }
+    if path == "/v1/quotes/latest":
+        return {
+            "schema_version": 1,
+            "data": [
+                {
+                    "ts_code": "600000.SH",
+                    "code": "600000",
+                    "name": "浦发银行",
+                    "close": 10.2,
+                    "price": 10.2,
+                    "pre_close": 10.0,
+                    "open": 10.1,
+                    "high": 10.3,
+                    "low": 9.9,
+                    "vol": 1000,
+                    "amount": 2000000,
+                    "quote_date": "20240902",
+                    "source": "datahub",
+                }
+            ],
+            "meta": {"stale": False, "staleness_seconds": 0, "source": "eastmoney"},
+        }
+    if path == "/v1/indexes/quotes":
+        return {
+            "schema_version": 1,
+            "data": [
+                {
+                    "ts_code": "000001.SH",
+                    "code": "000001",
+                    "name": "上证指数",
+                    "price": 3000,
+                    "pct_chg": 1.2,
+                    "quote_time_epoch": 1725249600,
+                    "source": "datahub",
+                },
+                {
+                    "ts_code": "399001.SZ",
+                    "code": "399001",
+                    "name": "深证成指",
+                    "price": 9000,
+                    "pct_chg": 0.8,
+                    "quote_time_epoch": 1725249600,
+                    "source": "datahub",
+                },
+                {
+                    "ts_code": "399006.SZ",
+                    "code": "399006",
+                    "name": "创业板指",
+                    "price": 1800,
+                    "pct_chg": 0.5,
+                    "quote_time_epoch": 1725249600,
+                    "source": "datahub",
+                },
+            ],
+            "meta": {"stale": False, "staleness_seconds": 0, "source": "tencent"},
+        }
+    if path == "/v1/auction":
+        return {
+            "schema_version": 1,
+            "data": [
+                {
+                    "ts_code": "600000.SH",
+                    "trade_date": "20240902",
+                    "close": 10.2,
+                    "vol": 1000.0,
+                    "amount": 2000.0,
+                }
+            ],
+            "meta": {"stale": False, "staleness_seconds": 0, "source": "datahub"},
+        }
+    if path == "/v1/credentials/ifind":
+        return {
+            "schema_version": 1,
+            "data": {"configured": True, "access_ready": True, "access_expires_at": ""},
+            "meta": {"source": "ifind"},
+        }
+    if path == "/v1/intraday/points":
+        return {
+            "schema_version": 1,
+            "data": {
+                "entity_type": "stock",
+                "identifier": "600000",
+                "code": "600000",
+                "trade_date": "2024-09-02",
+                "previous_close": 10.0,
+                "points": [
+                    {"date": "2024-09-02", "time": "09:30", "close": 10.2, "average": 10.1, "open": 10.1, "high": 10.2, "low": 10.0, "volume": 100, "amount": 1000}
+                ],
+            },
+            "meta": {"stale": False, "source": "datahub"},
+        }
+    if path == "/v1/query":
+        body = json.loads(request.data.decode("utf-8") if request.data else "{}")
+        api_name = body.get("api_name")
+        if api_name == "ifind_status":
+            return {"schema_version": 1, "data": [{"configured": True, "access_ready": True, "access_expires_at": ""}], "meta": {"source": "ifind"}}
+        if api_name == "ifind_wencai":
+            return {
+                "schema_version": 1,
+                "data": [{"股票代码": "000001.SZ", "涨停原因": "重组", "首次涨停时间": "09:42:00"}],
+                "meta": {"source": "ifind"},
+            }
+        if api_name == "ifind_snapshots":
+            return {
+                "schema_version": 1,
+                "data": [
+                    {
+                        "time": "2024-09-02 09:21:00",
+                        "thscode": "000001.SZ",
+                        "latest": 10.5,
+                        "preClose": 10,
+                        "volume": 2000,
+                        "amount": 21000,
+                    }
+                ],
+                "meta": {"source": "ifind"},
+            }
+        if api_name in {"daily", "rt_k", "stk_auction"}:
+            return {
+                "schema_version": 1,
+                "data": [{"ts_code": "600000.SH", "trade_date": "20240902", "close": 10.2, "amount": 2000.0}],
+                "meta": {"source": "datahub", "stale": False, "row_shape": "tushare"},
+            }
+        raise AssertionError(f"unexpected query api: {api_name}")
+    raise AssertionError(f"unexpected path: {path}")
+
+
+def blocked_urlopen(request, timeout=None):
+    return _Resp(hub_payload(request))
+
+
+class HubExclusiveWebsiteTests(unittest.TestCase):
+    def test_website_availability_depends_on_hub_not_provider_credentials(self) -> None:
+        service = SystemServiceMixin()
+        service._system_credentials = {}
+        service.data_gateway = build_data_gateway({}, datahub_settings=_enabled_settings())
+        self.assertTrue(service.configured)
+        self.assertEqual(service.token, "datahub")
+
+    def test_website_vault_scrubs_historical_provider_credentials(self) -> None:
+        class Vault:
+            @staticmethod
+            def decrypt_json(payload):
+                if isinstance(payload, str):
+                    return json.loads(payload)
+                return dict(payload)
+
+            @staticmethod
+            def encrypt_json(payload):
+                return dict(payload)
+
+        class Database:
+            system = {
+                "tushare_token": "old-tushare",
+                "ifind_refresh_token": "old-refresh",
+                "ifind_access_token": "old-access",
+            }
+            personal = {"tushare_token": "old-personal", "llm_primary_model": "model"}
+
+            def get_system_setting(self, _name):
+                return dict(self.system)
+
+            @staticmethod
+            def first_user_id():
+                return 1
+
+            def get_user_credentials(self, _user_id):
+                return dict(self.personal)
+
+            @staticmethod
+            def list_user_credentials():
+                return [{"user_id": 1, "encrypted_payload": '{"tushare_token":"old-personal"}'}]
+
+            def save_system_setting(self, _name, payload):
+                self.system = dict(payload)
+
+            def save_user_credentials(self, _user_id, payload):
+                self.personal = dict(payload)
+
+        service = SystemServiceMixin()
+        service.database = Database()
+        service.vault = Vault()
+        service.system_lock = threading.Lock()
+        loaded = service._load_system_credentials({})
+        for key in ("tushare_token", "ifind_refresh_token", "ifind_access_token"):
+            self.assertNotIn(key, loaded)
+            self.assertNotIn(key, service.database.system)
+            self.assertNotIn(key, service.database.personal)
+
+    def test_query_never_calls_website_tushare_transport(self) -> None:
+        client = FakeClient()
+        legacy = FakeLegacy(TushareError("website tushare must stay dark"))
+        wrapped = DatahubAwareTushareClient(
+            legacy,
+            DatahubBridge(flags(daily=(True, False)), client),
+        )
+        rows = wrapped.query("daily", {"trade_date": "20240902"}, "ts_code,amount")
+        self.assertEqual(rows[0]["amount"], 2000.0)
+        self.assertEqual(legacy.calls, [])
+
+    def test_blocked_external_hosts_still_read_hub(self) -> None:
+        settings = _enabled_settings()
+        hub_client = DatahubClient(settings, urlopen=blocked_urlopen)
+        legacy = FakeLegacy(TushareError("blocked"))
+        wrapped = DatahubAwareTushareClient(legacy, DatahubBridge(settings, hub_client))
+        with patch("urllib.request.urlopen", blocked_urlopen):
+            rows = wrapped.query("daily", {"trade_date": "20240902"}, "ts_code,close,amount")
+        self.assertEqual(rows[0]["close"], 10.2)
+        self.assertEqual(rows[0]["amount"], 2000.0)
+        self.assertEqual(legacy.calls, [])
+
+    def test_site_features_only_reach_hub_when_external_hosts_blocked(self) -> None:
+        settings = _enabled_settings()
+        hub_client = DatahubClient(settings, urlopen=blocked_urlopen)
+        bridge = DatahubBridge(settings, hub_client)
+        with patch("urllib.request.urlopen", blocked_urlopen):
+            quotes = bridge.try_quotes(["600000.SH"])
+            indices = bridge.try_index_quotes()
+            chart = MarketChartClient(bridge).stock_daily("600000", "20240902")
+            intraday = MarketChartClient(bridge).stock_intraday("600000")
+            ifind = HubIfindProxy(bridge)
+            wencai = ifind.wencai("2024年9月2日涨停股票")
+            snapshots = ifind.snapshots(["000001.SZ"], ["latest"], "2024-09-02 09:15:00", "2024-09-02 09:22:00")
+            realtime = HubRealtimeProxy(bridge)
+            index_rows = realtime.tencent_indices()
+            stock = realtime.tencent_stock_quote("600000.SH", "20240902")
+            health = realtime.health_snapshot()
+
+        self.assertEqual(quotes[0]["close"], 10.2)
+        self.assertEqual(len(indices), 3)
+        self.assertEqual(chart[-1]["close"], 10.2)
+        self.assertEqual(intraday["source"], "datahub")
+        self.assertEqual(wencai[0]["股票代码"], "000001.SZ")
+        self.assertEqual(snapshots[0]["latest"], 10.5)
+        self.assertEqual([row["code"] for row in index_rows], ["000001", "399001", "399006"])
+        self.assertEqual(stock["close"], 10.2)
+        self.assertTrue(health["ready"])
+        self.assertTrue(ifind.configured)
+
+    def test_production_gateway_does_not_construct_external_clients(self) -> None:
+        source = (ROOT / "backend" / "data" / "gateway.py").read_text(encoding="utf-8")
+        self.assertNotIn("IfindHttpClient", source)
+        self.assertNotIn("EastmoneyChartClient", source)
+        self.assertNotIn("WebRealtimeAggregator", source)
+        self.assertNotIn("TushareProvider", source)
+        self.assertIsNone(re.search(r"(?<![A-Za-z])TushareClient\(", source))
+        self.assertIn("HubIfindProxy", source)
+        self.assertIn("HubRealtimeProxy", source)
+        self.assertIn("DatahubAwareTushareClient", source)
+        facade = (ROOT / "backend" / "data" / "datahub" / "bridge.py").read_text(encoding="utf-8")
+        tree = ast.parse(facade)
+        cls = next(
+            node
+            for node in tree.body
+            if isinstance(node, ast.ClassDef) and node.name == "DatahubAwareTushareClient"
+        )
+        methods = {item.name for item in cls.body if isinstance(item, ast.FunctionDef)}
+        self.assertNotIn("__getattr__", methods)
+        self.assertIn("query", methods)
+        self.assertTrue(any(base.id == "DashboardMixin" for base in cls.bases if isinstance(base, ast.Name)))
+
+    def test_production_python_does_not_embed_blocked_hosts(self) -> None:
+        violations = []
+        for path in (ROOT / "backend").rglob("*.py"):
+            relative = path.relative_to(ROOT).as_posix()
+            if relative in LEFTOVER_WEBSITE_FILES:
+                continue
+            text = path.read_text(encoding="utf-8")
+            for host in BLOCKED_HOSTS:
+                if host in text:
+                    violations.append(f"{relative} -> {host}")
+        self.assertEqual(violations, [])
+
+    def test_website_runtime_does_not_call_blocked_hosts_from_gateway(self) -> None:
+        gateway_src = (ROOT / "backend" / "data" / "gateway.py").read_text(encoding="utf-8")
+        self.assertNotIn("TushareProvider", gateway_src)
+        self.assertIsNone(re.search(r"(?<![A-Za-z])TushareClient\(", gateway_src))
+        self.assertIn("DatahubAwareTushareClient", gateway_src)
+
+    def test_bridge_query_has_no_legacy_call(self) -> None:
+        source = (ROOT / "backend" / "data" / "datahub" / "bridge.py").read_text(encoding="utf-8")
+        tree = ast.parse(source)
+        query_fn = next(
+            node
+            for node in tree.body
+            if isinstance(node, ast.ClassDef) and node.name == "DatahubBridge"
+            for item in node.body
+            if isinstance(item, ast.FunctionDef) and item.name == "query"
+        )
+        called = [
+            ast.unparse(item.func) if hasattr(ast, "unparse") else ""
+            for item in ast.walk(query_fn)
+            if isinstance(item, ast.Call)
+        ]
+        self.assertTrue(any("query_api" in text for text in called))
+        self.assertFalse(any("legacy_query" in text for text in called))
+
+    def test_build_gateway_uses_hub_proxies_without_opening_external_hosts(self) -> None:
+        settings = _enabled_settings()
+        with patch("urllib.request.urlopen", blocked_urlopen):
+            gateway = build_data_gateway({"tushare_token": "tok"}, datahub_settings=settings)
+            hub_client = DatahubClient(settings, urlopen=blocked_urlopen)
+            gateway.datahub.client = hub_client
+            rows = gateway.ifind.wencai("涨停")
+            quotes = gateway.realtime_observer.tencent_indices()
+            chart = gateway.chart_data.stock_daily("600000", "20240902")
+            market = gateway.tushare()
+            market_quotes = market.try_quotes(["600000.SH"])
+            auction = market.query("stk_auction", {"trade_date": "20240902"}, "")
+        self.assertEqual(rows[0]["涨停原因"], "重组")
+        self.assertEqual(len(quotes), 3)
+        self.assertEqual(chart[-1]["close"], 10.2)
+        self.assertEqual(market_quotes[0]["close"], 10.2)
+        self.assertEqual(auction[0]["close"], 10.2)
+        self.assertIsNone(market.realtime_aggregator)
+        self.assertEqual(market.token, "datahub")
+
+    def test_website_does_not_accept_or_forward_provider_credentials(self) -> None:
+        proxy = HubIfindProxy(DatahubBridge(_enabled_settings(), FakeClient()))
+        self.assertFalse(hasattr(proxy, "set_credentials"))
+        client_source = (ROOT / "backend" / "data" / "datahub" / "client.py").read_text(encoding="utf-8")
+        application_source = (ROOT / "backend" / "application.py").read_text(encoding="utf-8")
+        self.assertNotIn("/v1/credentials", client_source)
+        self.assertNotIn("ifind_refresh_token", application_source)
+
+    def test_site_configuration_depends_on_hub_not_provider_credentials(self) -> None:
+        service = SystemServiceMixin()
+        service._system_credentials = {}
+        service.data_gateway = build_data_gateway({}, datahub_settings=_enabled_settings())
+        self.assertTrue(service.configured)
+        self.assertEqual(service.token, "datahub")
+
+    def test_compose_passes_ifind_env_to_hub(self) -> None:
+        overlay = (ROOT / "compose.datahub.yaml").read_text(encoding="utf-8")
+        standalone = (ROOT / "xiaobai-datahub" / "compose.yaml").read_text(encoding="utf-8")
+        for text in (overlay, standalone):
+            self.assertIn('IFIND_REFRESH_TOKEN: "${IFIND_REFRESH_TOKEN:-}"', text)
+            self.assertIn('IFIND_ACCESS_TOKEN: "${IFIND_ACCESS_TOKEN:-}"', text)
+
+
+if __name__ == "__main__":
+    unittest.main()

tests/test_ifind_features.py

@@ -6,12 +6,26 @@ from datetime import date, datetime, timedelta, timezone
 from pathlib import Path
 from unittest.mock import patch
 
-from backend.features.market.charts import EastmoneyChartClient, MarketChartClient
+from backend.features.market.charts import MarketChartClient
 from database import ReviewDatabase
 from backend.features.market.insights import MarketInsightsService
 from server import DashboardService
 
 
+class _FakeDailyHub:
+    def __init__(self, rows: list) -> None:
+        self.rows = rows
+
+    def try_daily_chart(self, code, end_date, limit, dataset="daily"):
+        return list(self.rows)
+
+    def try_quotes(self, codes):
+        return None
+
+    def try_index_quotes(self):
+        return None
+
+
 class FakeIfind:
     configured = True
 
@@ -128,13 +142,50 @@ class IfindFeatureTests(unittest.TestCase):
             self.assertEqual(database.list_wencai_saved_queries(second["id"]), [])
 
     def test_ifind_daily_chart_normalizes_change(self):
-        client = MarketChartClient(FakeIfind(), EastmoneyChartClient())
+        hub = _FakeDailyHub(
+            [
+                {
+                    "trade_date": "2026-07-27",
+                    "open": 10,
+                    "high": 10.5,
+                    "low": 9.8,
+                    "close": 10.2,
+                    "volume": 100,
+                    "amount_billion": 0.01,
+                    "change": 0,
+                },
+                {
+                    "trade_date": "2026-07-28",
+                    "open": 10.2,
+                    "high": 10.8,
+                    "low": 10.1,
+                    "close": 10.5,
+                    "volume": 120,
+                    "amount_billion": 0.012,
+                    "change": 2.9412,
+                },
+            ]
+        )
+        client = MarketChartClient(hub)
         rows = client.stock_daily("000001", "20260728")
         self.assertEqual(rows[-1]["trade_date"], "2026-07-28")
         self.assertAlmostEqual(rows[-1]["change"], 2.9412, places=4)
 
     def test_ifind_daily_chart_keeps_last_traded_bar_before_market_open(self):
-        client = MarketChartClient(FakeIfindStalePreopen(), EastmoneyChartClient())
+        hub = _FakeDailyHub(
+            [
+                {
+                    "trade_date": "2026-07-28",
+                    "open": 10.2,
+                    "high": 10.8,
+                    "low": 10.1,
+                    "close": 10.5,
+                    "volume": 120,
+                    "amount_billion": 0.012,
+                }
+            ]
+        )
+        client = MarketChartClient(hub)
         with patch("backend.features.market.charts.datetime", FixedPreopenDatetime):
             rows = client.stock_daily("000001", "20260729")
 

tests/test_mobile_system_pages.py

@@ -58,7 +58,7 @@ class MobileSystemPagesRegressionTests(unittest.TestCase):
             "data-system-edit-model",
             "data-system-open-member",
             "管理员专区",
-            "保存密钥",
+            "刷新状态",
             "保存分工",
             'location.assign("/login/")',
         ):

tests/test_realtime_dashboard.py

@@ -133,6 +133,13 @@ class FakeFreeAggregator:
     def tencent_market_quotes(self, codes, expected_date=""):
         return self.eastmoney_market_quotes(expected_date)
 
+    def tencent_stock_quotes(self, codes, expected_date="", minimum=None):
+        wanted = {str(code).strip() for code in (codes or []) if str(code).strip()}
+        rows = self.tencent_market_quotes(codes, expected_date)
+        if not wanted:
+            return rows
+        return [row for row in rows if str(row.get("ts_code") or "") in wanted]
+
     def eastmoney_indices(self):
         return [
             {
@@ -249,7 +256,7 @@ class RealtimeDashboardTests(unittest.TestCase):
         self.assertEqual(dashboard["meta"]["quote_count"], 3)
         self.assertEqual(dashboard["overview"]["limit_up_count"], 0)
 
-    def test_rt_k_permission_error_falls_back_to_free_quotes(self):
+    def test_hub_quotes_used_when_rt_k_denied(self):
         original_query = self.client.query
 
         def query(api_name, params=None, fields=""):
@@ -258,21 +265,20 @@ class RealtimeDashboardTests(unittest.TestCase):
             return original_query(api_name, params, fields)
 
         self.client.query = query
-        self.client.realtime_aggregator = FakeFreeAggregator()
+        self.client.try_market_quotes = lambda trade_date: list(FREE_QUOTES)
         TushareClient._realtime_reference_cache.clear()
         dashboard = self.client._realtime_dashboard("20260720", "20260720", "20260717")
 
         self.assertTrue(dashboard["meta"]["realtime"])
-        self.assertEqual(dashboard["meta"]["quote_source"], "eastmoney_clist")
+        self.assertEqual(dashboard["meta"]["quote_source"], "datahub")
         self.assertEqual(dashboard["meta"]["trade_date"], "2026-07-20")
         self.assertEqual(dashboard["meta"]["quote_count"], 3)
         self.assertEqual(dashboard["overview"]["limit_up_count"], 1)
         self.assertEqual(dashboard["overview"]["limit_down_count"], 1)
         self.assertEqual(dashboard["overview"]["amount_billion"], 6.0)
-        self.assertIn("东财免费实时", dashboard["meta"]["notice"])
-        self.assertEqual(dashboard["meta"]["indices"][0]["price"], 3800.12)
+        self.assertIn("数据中枢", dashboard["meta"]["notice"])
 
-    def test_rt_k_empty_result_falls_back_to_free_quotes(self):
+    def test_hub_quotes_used_when_rt_k_empty(self):
         original_query = self.client.query
 
         def query(api_name, params=None, fields=""):
@@ -281,29 +287,27 @@ class RealtimeDashboardTests(unittest.TestCase):
             return original_query(api_name, params, fields)
 
         self.client.query = query
-        self.client.realtime_aggregator = FakeFreeAggregator()
+        self.client.try_market_quotes = lambda trade_date: list(FREE_QUOTES)
         TushareClient._realtime_reference_cache.clear()
         dashboard = self.client._realtime_dashboard("20260720", "20260720", "20260717")
-        self.assertEqual(dashboard["meta"]["quote_source"], "eastmoney_clist")
+        self.assertEqual(dashboard["meta"]["quote_source"], "datahub")
         self.assertEqual(str(dashboard["meta"]["trade_date"]).replace("-", ""), "20260720")
 
-    def test_rt_k_and_free_source_failure_keeps_today_error(self):
+    def test_hub_failure_keeps_today_error(self):
         original_query = self.client.query
 
         def query(api_name, params=None, fields=""):
             if api_name == "rt_k":
-                raise TushareError("没有接口访问权限")
+                raise TushareError("数据中枢行情暂不可用")
             return original_query(api_name, params, fields)
 
         self.client.query = query
-        self.client.realtime_aggregator = FakeFreeAggregator(fail=True)
         TushareClient._realtime_reference_cache.clear()
         with self.assertRaises(TushareError) as ctx:
             self.client._realtime_dashboard("20260720", "20260720", "20260717")
         self.assertIn("当天盘中实时行情不可用", str(ctx.exception))
-        self.assertIn("没有接口访问权限", str(ctx.exception))
 
-    def test_rt_k_and_eastmoney_failure_falls_back_to_tencent(self):
+    def test_hub_failover_is_invisible_to_website(self):
         original_query = self.client.query
 
         def query(api_name, params=None, fields=""):
@@ -311,20 +315,13 @@ class RealtimeDashboardTests(unittest.TestCase):
                 raise TushareError("没有接口访问权限")
             return original_query(api_name, params, fields)
 
-        class TencentOnlyAggregator(FakeFreeAggregator):
-            def eastmoney_market_quotes(self, expected_date=""):
-                raise RealtimeAggregateError("eastmoney blocked")
-
-            def tencent_market_quotes(self, codes, expected_date=""):
-                return list(FREE_QUOTES)
-
         self.client.query = query
-        self.client.realtime_aggregator = TencentOnlyAggregator()
+        self.client.try_market_quotes = lambda trade_date: list(FREE_QUOTES)
         TushareClient._realtime_reference_cache.clear()
         dashboard = self.client._realtime_dashboard("20260720", "20260720", "20260717")
-        self.assertEqual(dashboard["meta"]["quote_source"], "tencent_qt")
+        self.assertEqual(dashboard["meta"]["quote_source"], "datahub")
         self.assertEqual(str(dashboard["meta"]["trade_date"]).replace("-", ""), "20260720")
-        self.assertIn("腾讯免费实时", dashboard["meta"]["notice"])
+        self.assertIn("数据中枢", dashboard["meta"]["notice"])
         self.assertEqual(dashboard["overview"]["amount_billion"], 6.0)
 
     def test_normalize_eastmoney_quote_maps_units_and_exchange(self):
@@ -383,10 +380,9 @@ class RealtimeDashboardTests(unittest.TestCase):
 
     def test_gateway_dashboard_uses_bound_market_quotes(self) -> None:
         from backend.data import build_data_gateway
+        from backend.data.datahub.bridge import DatahubAwareTushareClient
         from backend.data.datahub.client import DatahubResponse
         from backend.data.datahub.settings import DATASETS, DatahubSettings, DatasetFlags
-        from backend.data.gateway import DataGateway
-        from backend.data.providers.tushare import TushareProvider
 
         quotes = [
             {
@@ -423,6 +419,13 @@ class RealtimeDashboardTests(unittest.TestCase):
             def __init__(self):
                 self.calls = []
 
+            def query_api(self, api_name, params=None, fields=""):
+                rows = FakeRealtimeClient("tok").query(api_name, params or {}, fields)
+                return DatahubResponse(
+                    data=rows,
+                    meta={"source": "datahub", "stale": False, "staleness_seconds": 0, "row_shape": "tushare"},
+                )
+
             def quotes_latest(self, **params):
                 return self.get("/v1/quotes/latest", params)
 
@@ -438,30 +441,17 @@ class RealtimeDashboardTests(unittest.TestCase):
         datasets = {name: DatasetFlags(name) for name in DATASETS}
         datasets["quotes"] = DatasetFlags("quotes", read=True, shadow=False)
         settings = DatahubSettings(base_url="http://127.0.0.1:9", token="tok", datasets=datasets)
-        base = build_data_gateway({"tushare_token": "tok"}, datahub_settings=settings)
-        gateway = DataGateway(
-            policy=base.policy,
-            quality=base.quality,
-            tushare_provider=TushareProvider(
-                lambda: "tok",
-                client_factory=lambda token: FakeRealtimeClient(token),
-            ),
-            ifind_provider=base.ifind_provider,
-            chart_data=base.chart_data,
-            realtime_observer=base.realtime_observer,
-            datahub=base.datahub,
-        )
+        gateway = build_data_gateway({"tushare_token": "tok"}, datahub_settings=settings)
         gateway.datahub.client = QuoteHub()
         wrapped = gateway.tushare()
-        inner = wrapped._legacy
-        inner.clock = lambda: datetime(2026, 7, 20, 10, 30, tzinfo=timezone(timedelta(hours=8)))
-        inner.realtime_aggregator = FakeFreeAggregator(fail=True)
-        TushareClient._realtime_reference_cache.clear()
+        wrapped.clock = lambda: datetime(2026, 7, 20, 10, 30, tzinfo=timezone(timedelta(hours=8)))
+        wrapped.realtime_aggregator = FakeFreeAggregator(fail=True)
+        DatahubAwareTushareClient._realtime_reference_cache.clear()
         dashboard = wrapped.dashboard("20260720")
         self.assertEqual(dashboard["meta"]["quote_source"], "datahub")
         self.assertIn("/v1/quotes/latest", gateway.datahub.client.calls)
-        self.assertTrue(callable(getattr(inner, "try_market_quotes", None)))
-        self.assertFalse(hasattr(type(inner), "try_market_quotes"))
+        self.assertTrue(callable(getattr(type(wrapped), "try_market_quotes", None)))
+        self.assertFalse(hasattr(wrapped, "_legacy"))
 
 
 if __name__ == "__main__":

tests/test_stock_detail_realtime.py

@@ -53,6 +53,18 @@ class RealtimeClientStub:
         }
 
 
+class DataGatewayStub:
+    def __init__(self, client):
+        self.client = client
+
+    def tushare(self):
+        return self.client
+
+    @staticmethod
+    def datahub_status():
+        return {"configured": True}
+
+
 class FixedMarketDatetime(datetime):
     fixed_now = datetime(2026, 7, 31, 10, 30).astimezone()
 
@@ -195,6 +207,8 @@ class StockDetailRealtimeTests(unittest.TestCase):
         self.service.ifind = None
         self.service.realtime_aggregator = None
         self.service.chart_data = None
+        self.service._market_client_override = RealtimeClientStub("datahub")
+        self.service.data_gateway = DataGatewayStub(self.service._market_client_override)
         RealtimeClientStub.quote_calls = 0
         DeniedRealtimeClientStub.quote_calls = 0
 
@@ -218,9 +232,7 @@ class StockDetailRealtimeTests(unittest.TestCase):
             "moneyflow": {},
         }
 
-        with patch("backend.features.market.service.datetime", FixedMarketDatetime), patch(
-            "backend.features.market.service.TushareClient", RealtimeClientStub
-        ):
+        with patch("backend.features.market.service.datetime", FixedMarketDatetime):
             result = self.service._prepare_stock_detail(cached, "002141", today)
 
         self.assertEqual(result["meta"]["trade_date"], FixedMarketDatetime.fixed_now.strftime("%Y-%m-%d"))
@@ -240,9 +252,7 @@ class StockDetailRealtimeTests(unittest.TestCase):
             "stock": {"code": "002141", "price": 10, "change": 1.2},
             "prices": [{"trade_date": historical, "close": 10, "change": 1.2}],
         }
-        with patch("backend.features.market.service.datetime", FixedMarketDatetime), patch(
-            "backend.features.market.service.TushareClient", RealtimeClientStub
-        ):
+        with patch("backend.features.market.service.datetime", FixedMarketDatetime):
             result = self.service._prepare_stock_detail(payload, "002141", historical)
 
         self.assertEqual(result["stock"]["change"], 1.2)
@@ -279,9 +289,7 @@ class StockDetailRealtimeTests(unittest.TestCase):
                 },
             ],
         }
-        with patch("backend.features.market.service.datetime", FixedPreopenDatetime), patch(
-            "backend.features.market.service.TushareClient", RealtimeClientStub
-        ):
+        with patch("backend.features.market.service.datetime", FixedPreopenDatetime):
             result = self.service._prepare_stock_detail(payload, "002141", today)
 
         self.assertEqual(result["meta"]["trade_date"], yesterday)
@@ -294,11 +302,10 @@ class StockDetailRealtimeTests(unittest.TestCase):
         today = FixedMarketDatetime.fixed_now.strftime("%Y%m%d")
         aggregator = FreeQuoteAggregator(_free_quote())
         self.service.realtime_aggregator = aggregator
+        self.service._market_client_override = DeniedRealtimeClientStub("datahub")
         DeniedRealtimeClientStub.quote_calls = 0
 
-        with patch("backend.features.market.service.datetime", FixedMarketDatetime), patch(
-            "backend.features.market.service.TushareClient", DeniedRealtimeClientStub
-        ):
+        with patch("backend.features.market.service.datetime", FixedMarketDatetime):
             result = self.service._prepare_stock_detail(_history_payload(), "002141", today)
 
         bar = result["prices"][-1]
@@ -319,14 +326,18 @@ class StockDetailRealtimeTests(unittest.TestCase):
     def test_today_detail_falls_back_to_eastmoney_then_intraday(self):
         today = FixedMarketDatetime.fixed_now.strftime("%Y%m%d")
         aggregator = FreeQuoteAggregator(
-            _free_quote("eastmoney_stock", ts_code="600000.SH", name="浦发银行"),
+            _free_quote(
+                "eastmoney_stock",
+                ts_code="600000.SH",
+                name="浦发银行",
+                net_mf_amount=12,
+            ),
         )
         self.service.realtime_aggregator = aggregator
+        self.service._market_client_override = DeniedRealtimeClientStub("datahub")
         DeniedRealtimeClientStub.quote_calls = 0
 
-        with patch("backend.features.market.service.datetime", FixedMarketDatetime), patch(
-            "backend.features.market.service.TushareClient", DeniedRealtimeClientStub
-        ):
+        with patch("backend.features.market.service.datetime", FixedMarketDatetime):
             result = self.service._prepare_stock_detail(_history_payload("600000"), "600000", today)
 
         self.assertEqual(result["prices"][-1]["trade_date"], "2026-07-31")
@@ -360,9 +371,7 @@ class StockDetailRealtimeTests(unittest.TestCase):
                 },
             ]
         )
-        with patch("backend.features.market.service.datetime", FixedMarketDatetime), patch(
-            "backend.features.market.service.TushareClient", DeniedRealtimeClientStub
-        ):
+        with patch("backend.features.market.service.datetime", FixedMarketDatetime):
             result = self.service._prepare_stock_detail(_history_payload("300750"), "300750", today)
 
         bar = result["prices"][-1]
@@ -379,11 +388,10 @@ class StockDetailRealtimeTests(unittest.TestCase):
         today = FixedMarketDatetime.fixed_now.strftime("%Y%m%d")
         self.service.realtime_aggregator = FreeQuoteAggregator(fail=True)
         self.service.chart_data = IntradayChartStub([], trade_date="2026-07-30")
+        self.service._market_client_override = DeniedRealtimeClientStub("datahub")
         DeniedRealtimeClientStub.quote_calls = 0
 
-        with patch("backend.features.market.service.datetime", FixedMarketDatetime), patch(
-            "backend.features.market.service.TushareClient", DeniedRealtimeClientStub
-        ):
+        with patch("backend.features.market.service.datetime", FixedMarketDatetime):
             result = self.service._prepare_stock_detail(_history_payload(), "002141", today)
 
         self.assertEqual(result["prices"][-1]["trade_date"], "2026-07-30")
@@ -396,10 +404,9 @@ class StockDetailRealtimeTests(unittest.TestCase):
         self.service.realtime_aggregator = FreeQuoteAggregator(
             _free_quote(quote_time_epoch=int(datetime(2026, 7, 31, 11, 30).timestamp()))
         )
+        self.service._market_client_override = DeniedRealtimeClientStub("datahub")
         DeniedRealtimeClientStub.quote_calls = 0
-        with patch("backend.features.market.service.datetime", FixedLunchDatetime), patch(
-            "backend.features.market.service.TushareClient", DeniedRealtimeClientStub
-        ):
+        with patch("backend.features.market.service.datetime", FixedLunchDatetime):
             result = self.service._prepare_stock_detail(_history_payload(), "002141", today)
 
         self.assertEqual(result["prices"][-1]["trade_date"], "2026-07-31")
@@ -408,10 +415,9 @@ class StockDetailRealtimeTests(unittest.TestCase):
     def test_after_close_keeps_forming_bar_until_official_ready(self):
         today = FixedAfterCloseDatetime.fixed_now.strftime("%Y%m%d")
         self.service.realtime_aggregator = FreeQuoteAggregator(_free_quote())
+        self.service._market_client_override = DeniedRealtimeClientStub("datahub")
         DeniedRealtimeClientStub.quote_calls = 0
-        with patch("backend.features.market.service.datetime", FixedAfterCloseDatetime), patch(
-            "backend.features.market.service.TushareClient", DeniedRealtimeClientStub
-        ):
+        with patch("backend.features.market.service.datetime", FixedAfterCloseDatetime):
             forming = self.service._prepare_stock_detail(_history_payload(), "002141", today)
         self.assertEqual(forming["prices"][-1]["trade_date"], "2026-07-31")
         self.assertTrue(forming["prices"][-1]["realtime"])
@@ -430,9 +436,8 @@ class StockDetailRealtimeTests(unittest.TestCase):
             }
         )
         RealtimeClientStub.quote_calls = 0
-        with patch("backend.features.market.service.datetime", FixedAfterCloseDatetime), patch(
-            "backend.features.market.service.TushareClient", RealtimeClientStub
-        ):
+        self.service._market_client_override = RealtimeClientStub("datahub")
+        with patch("backend.features.market.service.datetime", FixedAfterCloseDatetime):
             replaced = self.service._prepare_stock_detail(official, "002141", today)
 
         self.assertEqual(replaced["prices"][-1]["close"], 10.7)
@@ -457,10 +462,9 @@ class StockDetailRealtimeTests(unittest.TestCase):
             }
         )
         self.service.realtime_aggregator = FreeQuoteAggregator(_free_quote())
+        self.service._market_client_override = DeniedRealtimeClientStub("datahub")
         DeniedRealtimeClientStub.quote_calls = 0
-        with patch("backend.features.market.service.datetime", FixedMarketDatetime), patch(
-            "backend.features.market.service.TushareClient", DeniedRealtimeClientStub
-        ):
+        with patch("backend.features.market.service.datetime", FixedMarketDatetime):
             result = self.service._prepare_stock_detail(payload, "002141", today)
 
         self.assertEqual(len(result["prices"]), 2)

tools/build_architecture_inventory.py

@@ -218,11 +218,10 @@ def build() -> dict[str, Any]:
         ),
         "external_data_adapters": [
             {"provider": "tushare", "path": "backend/data/providers/tushare_client.py", "runtime_role": "stable client facade for primary deterministic market data"},
-            {"provider": "datahub", "path": "backend/data/datahub/client.py", "runtime_role": "optional official EOD read path behind per-dataset flags"},
-            {"provider": "ifind", "path": "backend/data/providers/ifind_client.py", "runtime_role": "realtime, charts, snapshots, enrichment"},
-            {"provider": "eastmoney", "path": "backend/features/market/charts.py", "runtime_role": "display chart fallback"},
-            {"provider": "eastmoney", "path": "backend/data/realtime.py", "runtime_role": "isolated realtime observation and intraday dashboard fallback"},
-            {"provider": "tencent", "path": "backend/data/realtime.py", "runtime_role": "index observation and intraday quote fallback"},
+            {"provider": "datahub", "path": "backend/data/datahub/client.py", "runtime_role": "website-only read path; official EOD, live quotes, and licensed iFinD"},
+            {"provider": "ifind", "path": "xiaobai-datahub/datahub/adapters/ifind.py", "runtime_role": "licensed iFinD source inside the data hub"},
+            {"provider": "eastmoney", "path": "xiaobai-datahub/datahub/adapters/eastmoney.py", "runtime_role": "free realtime quotes and shenwan inside the data hub"},
+            {"provider": "tencent", "path": "xiaobai-datahub/datahub/adapters/tencent.py", "runtime_role": "free index and stock quotes inside the data hub"},
         ],
         "provider_domains": [
             {"provider": "tushare", "path": "backend/data/providers/tushare_transport.py", "responsibility": "HTTP transport and provider errors"},
@@ -240,9 +239,9 @@ def build() -> dict[str, Any]:
             {"client": "DatahubClient", "owner": "backend/data/gateway.py"},
             {"client": "DatahubBridge", "owner": "backend/data/gateway.py"},
             {"client": "DatahubAwareTushareClient", "owner": "backend/data/gateway.py"},
-            {"client": "IfindHttpClient", "owner": "backend/data/gateway.py"},
+            {"client": "HubIfindProxy", "owner": "backend/data/gateway.py"},
+            {"client": "HubRealtimeProxy", "owner": "backend/data/gateway.py"},
             {"client": "MarketChartClient", "owner": "backend/data/gateway.py"},
-            {"client": "WebRealtimeAggregator", "owner": "backend/data/gateway.py"},
         ],
         "heaven_service_owners": {
             "facade": "backend/features/heaven/service.py",

xiaobai-datahub/.env.example

@@ -10,4 +10,8 @@ DATAHUB_ADMIN_PASSWORD=
 # Tushare Pro token. Stored encrypted after first launch; never returned by API or admin pages.
 TUSHARE_TOKEN=
 
+# Optional licensed iFinD tokens. Used only inside the hub; the website never dials 51ifind.com.
+IFIND_REFRESH_TOKEN=
+IFIND_ACCESS_TOKEN=
+
 TZ=Asia/Shanghai

xiaobai-datahub/compose.yaml

@@ -14,6 +14,8 @@ services:
       DATAHUB_TOKEN: "${DATAHUB_TOKEN:?DATAHUB_TOKEN must be set}"
       DATAHUB_ADMIN_PASSWORD: "${DATAHUB_ADMIN_PASSWORD:?DATAHUB_ADMIN_PASSWORD must be set}"
       TUSHARE_TOKEN: "${TUSHARE_TOKEN:-}"
+      IFIND_REFRESH_TOKEN: "${IFIND_REFRESH_TOKEN:-}"
+      IFIND_ACCESS_TOKEN: "${IFIND_ACCESS_TOKEN:-}"
       DATAHUB_DB_PATH: /app/data/datahub.db
       DATAHUB_BACKUP_DIR: /app/data/backups
       TZ: Asia/Shanghai

xiaobai-datahub/config/hub-quality.config.json

@@ -14,6 +14,7 @@
   "list_limit_max": 5000,
   "calendar_start": "20160101",
   "index_history_trading_days": 260,
+  "daily_history_trading_days": 250,
   "eod_retry_start": "15:15",
   "eod_retry_interval_minutes": 30,
   "eod_retry_cutoff": "23:30",

xiaobai-datahub/datahub/adapters/eastmoney.py

@@ -126,7 +126,7 @@ class EastmoneyAdapter(MarketAdapter):
         return result
 
     def fetch_quotes(self, codes: list[str]) -> list[dict[str, Any]]:
-        # Eastmoney clist does not accept arbitrary code lists well; use ulist.np for batches.
+        # Eastmoney ulist.np accepts ~60 secids per request; page remaining codes.
         secids = []
         for code in codes:
             ts = str(code or "").upper()
@@ -137,47 +137,59 @@ class EastmoneyAdapter(MarketAdapter):
                 secids.append(f"0.{symbol}")
         if not secids:
             return []
-        payload = self._get_json(
-            EASTMONEY_INDEX_URL,
-            {
-                "secids": ",".join(secids[:60]),
-                "fltt": "2",
-                "invt": "2",
-                "fields": "f12,f14,f2,f3,f4,f15,f16,f17,f18,f5,f6,f8,f124",
-            },
-            referer="https://quote.eastmoney.com/",
-        )
-        rows = list((payload.get("data") or {}).get("diff") or [])
-        result = []
-        for row in rows:
-            symbol = str(row.get("f12") or "")
-            if not symbol:
-                continue
-            ts_code = f"{symbol}.SH" if symbol.startswith(("5", "6", "9")) else f"{symbol}.SZ"
-            epoch = int(finite_number(row.get("f124")) or 0)
-            result.append(
+        result: list[dict[str, Any]] = []
+        for index in range(0, len(secids), 60):
+            payload = self._get_json(
+                EASTMONEY_INDEX_URL,
                 {
-                    "ts_code": ts_code,
-                    "name": row.get("f14") or symbol,
-                    "price": round4(finite_number(row.get("f2"))),
-                    "pct_chg": round4(finite_number(row.get("f3"))),
-                    "change_amount": round4(finite_number(row.get("f4"))),
-                    "open": round4(finite_number(row.get("f17"))),
-                    "high": round4(finite_number(row.get("f15"))),
-                    "low": round4(finite_number(row.get("f16"))),
-                    "previous_close": round4(finite_number(row.get("f18"))),
-                    "volume": round4(finite_number(row.get("f5"))),
-                    "amount": round4(finite_number(row.get("f6"))),
-                    "turnover_rate": round4(finite_number(row.get("f8"))),
-                    "quote_time_epoch": epoch,
-                    "quote_time": (
-                        datetime.fromtimestamp(epoch).astimezone().isoformat(timespec="seconds")
-                        if epoch
-                        else ""
-                    ),
-                    "source": "eastmoney_push2",
-                }
+                    "secids": ",".join(secids[index:index + 60]),
+                    "fltt": "2",
+                    "invt": "2",
+                    "fields": "f12,f14,f2,f3,f4,f15,f16,f17,f18,f5,f6,f8,f124",
+                },
+                referer="https://quote.eastmoney.com/",
             )
+            rows = list((payload.get("data") or {}).get("diff") or [])
+            for row in rows:
+                symbol = str(row.get("f12") or "")
+                if not symbol:
+                    continue
+                ts_code = f"{symbol}.SH" if symbol.startswith(("5", "6", "9")) else f"{symbol}.SZ"
+                epoch = int(finite_number(row.get("f124")) or 0)
+                close = round4(finite_number(row.get("f2")))
+                previous = round4(finite_number(row.get("f18")))
+                quote_date = (
+                    datetime.fromtimestamp(epoch).astimezone().strftime("%Y%m%d")
+                    if epoch
+                    else ""
+                )
+                result.append(
+                    {
+                        "ts_code": ts_code,
+                        "name": row.get("f14") or symbol,
+                        "price": close,
+                        "close": close,
+                        "pct_chg": round4(finite_number(row.get("f3"))),
+                        "change_amount": round4(finite_number(row.get("f4"))),
+                        "open": round4(finite_number(row.get("f17"))),
+                        "high": round4(finite_number(row.get("f15"))),
+                        "low": round4(finite_number(row.get("f16"))),
+                        "pre_close": previous,
+                        "previous_close": previous,
+                        "volume": round4(finite_number(row.get("f5"))),
+                        "vol": round4(finite_number(row.get("f5")) * 100),
+                        "amount": round4(finite_number(row.get("f6"))),
+                        "turnover_rate": round4(finite_number(row.get("f8"))),
+                        "quote_date": quote_date,
+                        "quote_time_epoch": epoch,
+                        "quote_time": (
+                            datetime.fromtimestamp(epoch).astimezone().isoformat(timespec="seconds")
+                            if epoch
+                            else ""
+                        ),
+                        "source": "eastmoney_push2",
+                    }
+                )
         return result
 
     def fetch_market_quotes(self) -> list[dict[str, Any]]:
@@ -238,6 +250,11 @@ class EastmoneyAdapter(MarketAdapter):
             secid = INDEX_SECIDS[code]
             entity = "index"
             identifier = code
+        elif code.startswith("BK") or code.endswith((".TI", ".SI")):
+            symbol = code.split(".")[0]
+            secid = f"90.{symbol}"
+            entity = "board"
+            identifier = symbol
         else:
             symbol = code.split(".")[0]
             market = "1" if symbol.startswith(("5", "6", "9")) else "0"
@@ -282,6 +299,108 @@ class EastmoneyAdapter(MarketAdapter):
             "source": "eastmoney_trends2",
         }
 
+    def fetch_shenwan_quote(self, ts_code: str) -> dict[str, Any]:
+        code = str(ts_code or "").split(".")[0]
+        if not code:
+            raise AdapterError("Invalid Shenwan code")
+        payload = self._get_json(
+            EASTMONEY_INDEX_URL,
+            {
+                "secids": f"90.{code}",
+                "fltt": "2",
+                "invt": "2",
+                "fields": "f12,f14,f2,f3,f4,f15,f16,f17,f18,f6,f8,f104,f105,f128,f136,f140,f124",
+            },
+            referer="https://quote.eastmoney.com/",
+        )
+        rows = list((payload.get("data") or {}).get("diff") or [])
+        row = next((item for item in rows if item), None)
+        if not row:
+            raise AdapterError(f"Eastmoney Shenwan quote missing for {code}")
+        epoch = int(finite_number(row.get("f124")) or 0)
+        close = round4(finite_number(row.get("f2")))
+        previous = round4(finite_number(row.get("f18")))
+        if close <= 0 or previous <= 0:
+            raise AdapterError(f"Eastmoney Shenwan quote empty for {code}")
+        quote_time = (
+            datetime.fromtimestamp(epoch).astimezone().isoformat(timespec="seconds")
+            if epoch
+            else ""
+        )
+        return {
+            "ts_code": f"{code}.SI",
+            "code": f"{code}.SI",
+            "name": row.get("f14") or code,
+            "price": close,
+            "close": close,
+            "pre_close": previous,
+            "previous_close": previous,
+            "open": round4(finite_number(row.get("f17"))),
+            "high": round4(finite_number(row.get("f15"))),
+            "low": round4(finite_number(row.get("f16"))),
+            "change": round4(finite_number(row.get("f3"))),
+            "pct_change": round4(finite_number(row.get("f3"))),
+            "pct_chg": round4(finite_number(row.get("f3"))),
+            "amount": round4(finite_number(row.get("f6"))),
+            "leader": row.get("f128") or "--",
+            "leader_code": row.get("f140") or "",
+            "leading_pct": round4(finite_number(row.get("f136"))),
+            "up_count": int(finite_number(row.get("f104")) or 0),
+            "down_count": int(finite_number(row.get("f105")) or 0),
+            "quote_time": quote_time,
+            "trade_time": quote_time,
+            "quote_date": datetime.fromtimestamp(epoch).astimezone().strftime("%Y%m%d") if epoch else "",
+            "quote_time_epoch": epoch,
+            "source": "eastmoney_sw",
+        }
+
+    def fetch_limit_pool(self, trade_date: str = "") -> list[dict[str, Any]]:
+        day = str(trade_date or "").replace("-", "")
+        rows: list[dict[str, Any]] = []
+        for url, limit_type in (
+            ("https://push2ex.eastmoney.com/getTopicZTPool", "U"),
+            ("https://push2ex.eastmoney.com/getTopicZBPool", "Z"),
+        ):
+            params = {
+                "ut": "7eea3edcaed734bea9cbfc24409ed989",
+                "dpt": "wz.ztzt",
+                "PageIndex": "0",
+                "PageSize": "200",
+                "sort": "fbt:asc",
+                "stat": "1",
+            }
+            if day:
+                params["date"] = day
+            try:
+                payload = self._get_json(url, params, referer="https://quote.eastmoney.com/")
+            except AdapterError:
+                continue
+            pool = ((payload.get("data") or {}).get("pool") or []) if isinstance(payload.get("data"), dict) else []
+            for item in pool:
+                code = str(item.get("c") or item.get("code") or "")
+                if not code:
+                    continue
+                market = str(item.get("m") or item.get("market") or "")
+                suffix = "SH" if market in {"1", "SH"} or code.startswith(("5", "6", "9")) else "SZ"
+                first = str(item.get("fbt") or item.get("first_time") or "")
+                last = str(item.get("lbt") or item.get("last_time") or "")
+                rows.append(
+                    {
+                        "ts_code": f"{code}.{suffix}",
+                        "limit_type": limit_type,
+                        "first_time": first,
+                        "last_time": last,
+                        "fd_amount": item.get("fund") or item.get("fd_amount"),
+                        "open_times": item.get("zbc") or item.get("open_times"),
+                        "limit_times": item.get("lbc") or item.get("limit_times"),
+                        "turnover_ratio": item.get("hs") or item.get("turnover_ratio"),
+                        "source": "eastmoney_zt_pool",
+                    }
+                )
+        if not rows:
+            raise AdapterError("Eastmoney limit pool empty")
+        return rows
+
     def _get_json(self, url: str, params: dict[str, str], referer: str) -> dict[str, Any]:
         request_url = f"{url}?{urllib.parse.urlencode(params)}"
         request = urllib.request.Request(

xiaobai-datahub/datahub/adapters/ifind.py

@@ -1,3 +1,432 @@
-from datahub.adapters.base import ReservedAdapter
+from __future__ import annotations
 
-ADAPTER = ReservedAdapter("ifind")
+import copy
+import json
+import threading
+import time
+import urllib.error
+import urllib.request
+from datetime import datetime, timedelta
+from typing import Any, Callable
+
+from datahub.adapters.base import AdapterError, MarketAdapter
+
+UrlOpen = Callable[..., Any]
+
+
+class IfindAdapter(MarketAdapter):
+    """Licensed iFinD source used only inside the data hub."""
+
+    name = "ifind"
+    BASE_URL = "https://quantapi.51ifind.com/api/v1"
+    AUTH_ENDPOINT = "get_access_token"
+    AUTH_ERROR_CODES = {-1302, -1303, -1304, -4302, -4303}
+
+    def __init__(
+        self,
+        refresh_token: str = "",
+        access_token: str = "",
+        timeout: int = 15,
+        urlopen: UrlOpen = urllib.request.urlopen,
+    ) -> None:
+        self.timeout = max(3, int(timeout))
+        self._urlopen = urlopen
+        self._refresh_token = str(refresh_token or "").strip()
+        self._access_token = str(access_token or "").strip()
+        self._access_expires_at: datetime | None = None
+        self._token_lock = threading.Lock()
+        self._cache_lock = threading.Lock()
+        self._cache: dict[str, dict[str, Any]] = {}
+
+    @property
+    def configured(self) -> bool:
+        return bool(self._refresh_token or self._access_token)
+
+    def set_credentials(self, refresh_token: str, access_token: str = "") -> None:
+        refresh_token = str(refresh_token or "").strip()
+        access_token = str(access_token or "").strip()
+        with self._token_lock:
+            refresh_changed = refresh_token != self._refresh_token
+            self._refresh_token = refresh_token
+            if access_token or refresh_changed:
+                self._access_token = access_token
+                self._access_expires_at = None
+        if refresh_changed:
+            with self._cache_lock:
+                self._cache.clear()
+
+    def status(self) -> dict[str, Any]:
+        return {
+            "configured": self.configured,
+            "access_ready": bool(self._access_token),
+            "access_expires_at": (
+                self._access_expires_at.isoformat(timespec="seconds")
+                if self._access_expires_at
+                else ""
+            ),
+        }
+
+    def probe(self) -> dict[str, Any]:
+        started = time.perf_counter()
+        if not self.configured:
+            return {
+                "provider": self.name,
+                "configured": False,
+                "state": "unconfigured",
+                "message": "iFinD token 未配置",
+                "latency_ms": round((time.perf_counter() - started) * 1000),
+            }
+        try:
+            rows = self.real_time("000001.SH", ["latest"], cache_ttl=0)
+            state = "ok" if rows else "empty"
+            return {
+                "provider": self.name,
+                "configured": True,
+                "state": state,
+                "latency_ms": round((time.perf_counter() - started) * 1000),
+            }
+        except AdapterError as exc:
+            return {
+                "provider": self.name,
+                "configured": True,
+                "state": "error",
+                "message": str(exc),
+                "latency_ms": round((time.perf_counter() - started) * 1000),
+            }
+
+    def fetch(self, dataset: str, params: dict[str, Any]) -> list[dict[str, Any]]:
+        if dataset == "wencai":
+            return self.wencai(
+                str(params.get("query") or params.get("searchstring") or ""),
+                str(params.get("search_type") or params.get("searchtype") or "stock"),
+                int(params.get("cache_ttl") or 300),
+            )
+        if dataset == "snapshots":
+            return self.snapshots(
+                params.get("codes") or "",
+                _indicators(params.get("indicators")),
+                str(params.get("start_time") or ""),
+                str(params.get("end_time") or ""),
+                int(params.get("cache_ttl") or 8),
+            )
+        if dataset == "history":
+            return self.history(
+                params.get("codes") or "",
+                _indicators(params.get("indicators") or ["close", "volume", "amount"]),
+                str(params.get("start_date") or ""),
+                str(params.get("end_date") or ""),
+                int(params.get("cache_ttl") or 300),
+            )
+        if dataset == "realtime":
+            return self.real_time(
+                params.get("codes") or "",
+                _indicators(params.get("indicators") or ["latest"]),
+                int(params.get("cache_ttl") or 10),
+            )
+        if dataset == "intraday":
+            return self.intraday(
+                str(params.get("code") or params.get("codes") or ""),
+                str(params.get("start_time") or ""),
+                str(params.get("end_time") or ""),
+                int(params.get("cache_ttl") or 20),
+            )
+        raise AdapterError(f"{self.name} unsupported dataset: {dataset}")
+
+    def normalize(self, dataset: str, rows: list[dict[str, Any]]) -> list[dict[str, Any]]:
+        return list(rows)
+
+    def real_time(
+        self,
+        codes: str | list[str],
+        indicators: list[str],
+        cache_ttl: int = 10,
+    ) -> list[dict[str, Any]]:
+        code_text = self._codes(codes)
+        payload = self._request(
+            "real_time_quotation",
+            {"codes": code_text, "indicators": ",".join(indicators)},
+            cache_key=f"rq:{code_text}:{','.join(indicators)}",
+            cache_ttl=cache_ttl,
+        )
+        return self._table_rows(payload)
+
+    def history(
+        self,
+        codes: str | list[str],
+        indicators: list[str],
+        start_date: str,
+        end_date: str,
+        cache_ttl: int = 300,
+    ) -> list[dict[str, Any]]:
+        code_text = self._codes(codes)
+        payload = self._request(
+            "cmd_history_quotation",
+            {
+                "codes": code_text,
+                "indicators": ",".join(indicators),
+                "startdate": self._display_date(start_date),
+                "enddate": self._display_date(end_date),
+                "functionpara": {"CPS": "forward1", "Fill": "Omit"},
+            },
+            cache_key=f"hq:{code_text}:{start_date}:{end_date}:{','.join(indicators)}",
+            cache_ttl=cache_ttl,
+        )
+        return self._table_rows(payload)
+
+    def intraday(
+        self,
+        code: str,
+        start_time: str,
+        end_time: str,
+        cache_ttl: int = 20,
+    ) -> list[dict[str, Any]]:
+        indicators = ["open", "high", "low", "close", "volume", "amount", "avgPrice"]
+        payload = self._request(
+            "high_frequency",
+            {
+                "codes": self._codes(code),
+                "indicators": ",".join(indicators),
+                "starttime": start_time,
+                "endtime": end_time,
+                "functionpara": {
+                    "CPS": "forward1",
+                    "Fill": "Previous",
+                    "Timeformat": "LocalTime",
+                    "Interval": "1",
+                    "Limitstart": "09:30:00",
+                    "Limitend": "15:00:00",
+                },
+            },
+            cache_key=f"hf:{code}:{start_time}:{end_time}",
+            cache_ttl=cache_ttl,
+        )
+        return self._table_rows(payload)
+
+    def snapshots(
+        self,
+        codes: str | list[str],
+        indicators: list[str],
+        start_time: str,
+        end_time: str,
+        cache_ttl: int = 8,
+    ) -> list[dict[str, Any]]:
+        code_text = self._codes(codes)
+        payload = self._request(
+            "snap_shot",
+            {
+                "codes": code_text,
+                "indicators": ",".join(indicators),
+                "starttime": start_time,
+                "endtime": end_time,
+            },
+            cache_key=f"ss:{code_text}:{start_time}:{end_time}:{','.join(indicators)}",
+            cache_ttl=cache_ttl,
+        )
+        return self._table_rows(payload)
+
+    def wencai(self, query: str, search_type: str = "stock", cache_ttl: int = 300) -> list[dict[str, Any]]:
+        normalized = " ".join(str(query or "").split())
+        if not normalized:
+            raise AdapterError("问财查询不能为空。")
+        payload = self._request(
+            "smart_stock_picking",
+            {"searchstring": normalized, "searchtype": search_type},
+            cache_key=f"wc:{search_type}:{normalized}",
+            cache_ttl=cache_ttl,
+        )
+        return self._table_rows(payload)
+
+    def _request(
+        self,
+        endpoint: str,
+        body: dict[str, Any],
+        cache_key: str = "",
+        cache_ttl: int = 0,
+    ) -> dict[str, Any]:
+        if not self.configured:
+            raise AdapterError("iFinD 尚未配置。")
+        if cache_key and cache_ttl > 0:
+            cached = self._cached(cache_key, cache_ttl)
+            if cached is not None:
+                return cached
+        payload = self._post(endpoint, body, self._ensure_access_token())
+        if self._is_auth_error(payload) and self._refresh_token:
+            self._invalidate_access_token()
+            payload = self._post(endpoint, body, self._ensure_access_token(force=True))
+        self._validate_payload(payload)
+        if cache_key and cache_ttl > 0:
+            with self._cache_lock:
+                self._cache[cache_key] = {
+                    "created_at": time.time(),
+                    "payload": copy.deepcopy(payload),
+                }
+        return payload
+
+    def _ensure_access_token(self, force: bool = False) -> str:
+        with self._token_lock:
+            now = datetime.now().astimezone().replace(tzinfo=None)
+            token_valid = bool(self._access_token) and (
+                self._access_expires_at is None
+                or self._access_expires_at > now + timedelta(minutes=2)
+            )
+            if token_valid and not force:
+                return self._access_token
+            if not self._refresh_token:
+                if self._access_token:
+                    return self._access_token
+                raise AdapterError("iFinD Refresh Token 尚未配置。")
+            payload = self._post(self.AUTH_ENDPOINT, {}, "", self._refresh_token)
+            self._validate_payload(payload)
+            data = payload.get("data") or {}
+            token = str(data.get("access_token") or "").strip()
+            if not token:
+                raise AdapterError("iFinD 未返回 Access Token。")
+            expires_at = self._parse_datetime(data.get("expired_time"))
+            self._access_token = token
+            self._access_expires_at = expires_at
+            return token
+
+    def _post(
+        self,
+        endpoint: str,
+        body: dict[str, Any],
+        access_token: str,
+        refresh_token: str = "",
+    ) -> dict[str, Any]:
+        headers = {
+            "Accept": "application/json",
+            "Content-Type": "application/json",
+            "User-Agent": "XiaobaiDatahub/1.0",
+            "ifindlang": "cn",
+        }
+        if access_token:
+            headers["access_token"] = access_token
+        if refresh_token:
+            headers["refresh_token"] = refresh_token
+        request = urllib.request.Request(
+            f"{self.BASE_URL}/{endpoint}",
+            data=json.dumps(body, ensure_ascii=False, separators=(",", ":")).encode("utf-8"),
+            headers=headers,
+            method="POST",
+        )
+        try:
+            with self._urlopen(request, timeout=self.timeout) as response:
+                payload = json.loads(response.read().decode("utf-8"))
+        except urllib.error.HTTPError as exc:
+            detail = ""
+            try:
+                detail_payload = json.loads(exc.read().decode("utf-8", errors="replace"))
+                detail = str(detail_payload.get("errmsg") or detail_payload.get("message") or "")
+            except (json.JSONDecodeError, OSError):
+                pass
+            raise AdapterError(f"iFinD HTTP {exc.code}{f'：{detail[:160]}' if detail else ''}") from exc
+        except (urllib.error.URLError, TimeoutError, OSError, json.JSONDecodeError) as exc:
+            raise AdapterError("iFinD 数据请求失败。") from exc
+        if not isinstance(payload, dict):
+            raise AdapterError("iFinD 返回格式不正确。")
+        return payload
+
+    def _cached(self, key: str, ttl: int) -> dict[str, Any] | None:
+        with self._cache_lock:
+            cached = self._cache.get(key)
+            if not cached:
+                return None
+            if time.time() - float(cached.get("created_at") or 0) > ttl:
+                self._cache.pop(key, None)
+                return None
+            return copy.deepcopy(cached["payload"])
+
+    def _invalidate_access_token(self) -> None:
+        with self._token_lock:
+            self._access_token = ""
+            self._access_expires_at = None
+
+    @classmethod
+    def _validate_payload(cls, payload: dict[str, Any]) -> None:
+        try:
+            error_code = int(payload.get("errorcode") or 0)
+        except (TypeError, ValueError):
+            error_code = -1
+        if error_code != 0:
+            message = str(payload.get("errmsg") or "未知错误")
+            raise AdapterError(f"iFinD 返回错误：{message[:200]}")
+
+    @classmethod
+    def _is_auth_error(cls, payload: dict[str, Any]) -> bool:
+        try:
+            error_code = int(payload.get("errorcode") or 0)
+        except (TypeError, ValueError):
+            error_code = 0
+        message = str(payload.get("errmsg") or "").casefold()
+        return error_code in cls.AUTH_ERROR_CODES or "token" in message or "鉴权" in message
+
+    @staticmethod
+    def _table_rows(payload: dict[str, Any]) -> list[dict[str, Any]]:
+        tables = payload.get("tables") or []
+        if isinstance(tables, dict):
+            tables = [tables]
+        rows: list[dict[str, Any]] = []
+        for block in tables if isinstance(tables, list) else []:
+            if not isinstance(block, dict):
+                continue
+            table = block.get("table") or {}
+            if not isinstance(table, dict):
+                continue
+            times = block.get("time") or []
+            codes = block.get("thscode") or block.get("thscodes") or []
+            if isinstance(codes, str):
+                codes = [codes]
+            lengths = [len(value) for value in table.values() if isinstance(value, list)]
+            row_count = max(lengths or [len(times) if isinstance(times, list) else 0, 1 if table else 0])
+            for index in range(row_count):
+                row: dict[str, Any] = {}
+                if isinstance(times, list) and index < len(times):
+                    row["time"] = times[index]
+                if codes:
+                    row["thscode"] = codes[index] if index < len(codes) else codes[0]
+                for field, values in table.items():
+                    if isinstance(values, list):
+                        row[field] = values[index] if index < len(values) else None
+                    elif index == 0:
+                        row[field] = values
+                rows.append(row)
+        return rows
+
+    @staticmethod
+    def _codes(codes: str | list[str]) -> str:
+        if isinstance(codes, list):
+            values = [str(code or "").strip().upper() for code in codes]
+        else:
+            values = [part.strip().upper() for part in str(codes or "").split(",")]
+        values = [value for value in values if value]
+        if not values:
+            raise AdapterError("iFinD 证券代码不能为空。")
+        if len(values) > 100:
+            raise AdapterError("iFinD 单次证券代码过多。")
+        return ",".join(values)
+
+    @staticmethod
+    def _display_date(value: str) -> str:
+        compact = str(value or "").replace("-", "")
+        if len(compact) != 8 or not compact.isdigit():
+            raise AdapterError("iFinD 日期格式不正确。")
+        return f"{compact[:4]}-{compact[4:6]}-{compact[6:]}"
+
+    @staticmethod
+    def _parse_datetime(value: Any) -> datetime | None:
+        text = str(value or "").strip()
+        if not text:
+            return None
+        try:
+            return datetime.fromisoformat(text)
+        except ValueError:
+            return None
+
+
+def _indicators(value: Any) -> list[str]:
+    if isinstance(value, list):
+        return [str(item).strip() for item in value if str(item).strip()]
+    return [part.strip() for part in str(value or "").split(",") if part.strip()]
+
+
+ADAPTER = IfindAdapter()

xiaobai-datahub/datahub/adapters/tencent.py

@@ -1,7 +1,6 @@
 from __future__ import annotations
 
 import time
-import urllib.error
 import urllib.request
 from datetime import datetime
 from typing import Any
@@ -10,6 +9,8 @@ from datahub.adapters.base import AdapterError, MarketAdapter
 from datahub.numbers import finite_number, round4
 
 TENCENT_INDEX_URL = "https://qt.gtimg.cn/q=sh000001,sz399001,sz399006"
+TENCENT_QUOTE_URL = "https://qt.gtimg.cn/q="
+TENCENT_QUOTE_BATCH = 80
 BROWSER_UA = (
     "Mozilla/5.0 (Windows NT 10.0; Win64; x64) "
     "AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36"
@@ -45,6 +46,16 @@ class TencentAdapter(MarketAdapter):
     def fetch(self, dataset: str, params: dict[str, Any]) -> list[dict[str, Any]]:
         if dataset in {"indexes_quotes", "index_quotes"}:
             return self.fetch_indices()
+        if dataset in {"quotes", "quotes_latest"}:
+            codes = params.get("codes") or []
+            if isinstance(codes, str):
+                codes = [item.strip() for item in codes.split(",") if item.strip()]
+            return self.fetch_quotes(list(codes))
+        if dataset in {"quotes_market", "market_quotes"}:
+            codes = params.get("codes") or []
+            if isinstance(codes, str):
+                codes = [item.strip() for item in codes.split(",") if item.strip()]
+            return self.fetch_quotes(list(codes))
         raise AdapterError(f"{self.name} unsupported dataset: {dataset}")
 
     def normalize(self, dataset: str, rows: list[dict[str, Any]]) -> list[dict[str, Any]]:
@@ -97,3 +108,111 @@ class TencentAdapter(MarketAdapter):
         if len(result) != 3:
             raise AdapterError(f"Tencent returned {len(result)}/3 indices")
         return result
+
+    def fetch_quotes(self, codes: list[str]) -> list[dict[str, Any]]:
+        symbols: list[str] = []
+        seen: set[str] = set()
+        for raw in codes:
+            symbol = _tencent_symbol(str(raw or ""))
+            if not symbol or symbol in seen:
+                continue
+            seen.add(symbol)
+            symbols.append(symbol)
+        if not symbols:
+            return []
+        result: list[dict[str, Any]] = []
+        errors: list[str] = []
+        for index in range(0, len(symbols), TENCENT_QUOTE_BATCH):
+            batch = symbols[index:index + TENCENT_QUOTE_BATCH]
+            try:
+                raw = self._get_text(f"{TENCENT_QUOTE_URL}{','.join(batch)}")
+            except AdapterError as exc:
+                errors.append(str(exc))
+                continue
+            for line in raw.splitlines():
+                quote = _parse_tencent_stock_quote(line)
+                if quote:
+                    result.append(quote)
+        if not result:
+            detail = f"；{'; '.join(errors[:3])}" if errors else ""
+            raise AdapterError(f"Tencent quotes empty{detail}")
+        return result
+
+    def _get_text(self, url: str) -> str:
+        request = urllib.request.Request(
+            url,
+            headers={"User-Agent": BROWSER_UA, "Referer": "https://gu.qq.com/"},
+            method="GET",
+        )
+        try:
+            with urllib.request.urlopen(request, timeout=self.timeout) as response:
+                return response.read().decode("gb18030", errors="ignore")
+        except Exception as exc:
+            raise AdapterError(f"tencent request failed: {exc}") from exc
+
+
+def _tencent_symbol(code: str) -> str:
+    raw = str(code or "").strip().upper()
+    if not raw:
+        return ""
+    symbol = raw.split(".")[0]
+    if not symbol.isdigit() or len(symbol) != 6:
+        return ""
+    if raw.endswith(".SH") or symbol.startswith(("5", "6", "9")):
+        return f"sh{symbol}"
+    if raw.endswith(".BJ") or symbol.startswith(("4", "8")):
+        return f"bj{symbol}"
+    return f"sz{symbol}"
+
+
+def _parse_tencent_stock_quote(line: str) -> dict[str, Any] | None:
+    if '="' not in line:
+        return None
+    prefix, payload = line.split('="', 1)
+    fields = payload.rsplit('";', 1)[0].split("~")
+    if len(fields) < 38:
+        return None
+    symbol = str(fields[2] or "")
+    if not symbol.isdigit() or len(symbol) != 6:
+        return None
+    close = round4(finite_number(fields[3]))
+    previous = round4(finite_number(fields[4]))
+    if not close or not previous or close <= 0 or previous <= 0:
+        return None
+    marker = prefix.lower()
+    if "sh" in marker:
+        ts_code = f"{symbol}.SH"
+    elif "bj" in marker:
+        ts_code = f"{symbol}.BJ"
+    else:
+        ts_code = f"{symbol}.SZ"
+    quote_stamp = ""
+    quote_date = ""
+    epoch = 0
+    try:
+        parsed = datetime.strptime(fields[30], "%Y%m%d%H%M%S")
+        quote_date = parsed.strftime("%Y%m%d")
+        epoch = int(parsed.timestamp())
+        quote_stamp = parsed.astimezone().isoformat(timespec="seconds")
+    except ValueError:
+        pass
+    return {
+        "ts_code": ts_code,
+        "name": fields[1] or symbol,
+        "price": close,
+        "close": close,
+        "pct_chg": round4(finite_number(fields[32])),
+        "change_amount": round4(finite_number(fields[31])),
+        "open": round4(finite_number(fields[5])),
+        "high": round4(finite_number(fields[33])),
+        "low": round4(finite_number(fields[34])),
+        "pre_close": previous,
+        "previous_close": previous,
+        "volume": round4(finite_number(fields[6]) * 100),
+        "vol": round4(finite_number(fields[6]) * 100),
+        "amount": round4(finite_number(fields[37]) * 10000),
+        "quote_date": quote_date,
+        "quote_time_epoch": epoch,
+        "quote_time": quote_stamp,
+        "source": "tencent_qt",
+    }

xiaobai-datahub/datahub/adapters/tushare.py

@@ -50,6 +50,14 @@ TUSHARE_FIELDS = {
     "ths_daily": "ts_code,trade_date,open,high,low,close,pre_close,pct_change,vol,turnover_rate",
     "dc_index": "ts_code,trade_date,name,open,high,low,close,pre_close,pct_change,vol,amount,turnover_rate",
     "sw_daily": "ts_code,trade_date,name,open,high,low,close,pct_change,vol,amount",
+    "index_member_all": (
+        "l1_code,l1_name,l2_code,l2_name,l3_code,l3_name,"
+        "ts_code,name,in_date,out_date,is_new"
+    ),
+    "stk_limit": "ts_code,trade_date,up_limit,down_limit",
+    "suspend_d": "ts_code,suspend_date,resume_date,ann_date,suspend_reason,reason_type",
+    "ths_member": "ts_code,con_code,con_name,in_date,out_date,is_new",
+    "stk_mins": "ts_code,trade_time,open,close,high,low,vol,amount",
 }
 
 DATASET_API = {
@@ -254,3 +262,6 @@ class TushareAdapter(MarketAdapter):
         items = data.get("items") or []
         fields_list = data.get("fields") or (fields.split(",") if fields else [])
         return [dict(zip(fields_list, item)) for item in items]
+
+    def query_raw(self, api_name: str, params: dict[str, Any], fields: str = "") -> list[dict[str, Any]]:
+        return self._query(api_name, params, fields or TUSHARE_FIELDS.get(api_name, ""))

xiaobai-datahub/datahub/admin_api.py

@@ -13,11 +13,12 @@ from datahub.timeutil import isoformat, now_shanghai, session_phase, yyyymmdd
 
 
 class AdminAPI:
-    def __init__(self, db: HubDB, pipeline: Pipeline, scheduler: Scheduler, auth: AuthService) -> None:
+    def __init__(self, db: HubDB, pipeline: Pipeline, scheduler: Scheduler, auth: AuthService, ifind: Any = None) -> None:
         self.db = db
         self.pipeline = pipeline
         self.scheduler = scheduler
         self.auth = auth
+        self.ifind = ifind
 
     def overview(self) -> dict[str, Any]:
         today = yyyymmdd(now_shanghai())
@@ -57,10 +58,26 @@ class AdminAPI:
             }
         ]
         for name, adapter in RESERVED.items():
+            if name == "ifind":
+                live = self.ifind or adapter
+                cred = self.auth.credential_status("ifind_refresh_token") or {
+                    "configured": bool(getattr(live, "configured", False)),
+                    "last4": "",
+                    "updated_at": "",
+                }
+                items.append(
+                    {
+                        "provider": name,
+                        "role": "licensed",
+                        "health": live.probe(),
+                        "credential": cred,
+                    }
+                )
+                continue
             items.append(
                 {
                     "provider": name,
-                    "role": "reserved",
+                    "role": "reserved" if name in {"ths", "xgb", "akshare"} else "free",
                     "health": adapter.probe(),
                     "credential": {"configured": False, "last4": "", "updated_at": ""},
                 }
@@ -78,6 +95,11 @@ class AdminAPI:
     def probe(self, provider: str) -> dict[str, Any]:
         if provider == "tushare":
             return self.pipeline.adapter.probe()
+        if provider == "ifind":
+            adapter = self.ifind or RESERVED.get("ifind")
+            if adapter is None:
+                raise ApiError("INVALID_ARGUMENT", "unknown provider: ifind")
+            return adapter.probe()
         adapter = RESERVED.get(provider)
         if adapter is None:
             raise ApiError("INVALID_ARGUMENT", f"unknown provider: {provider}")
@@ -94,7 +116,7 @@ class AdminAPI:
                 {"id": "eod_retry", "at": "15:15-23:30", "title": "盘后未出数自动重试（每 30 分钟，成功即停）"},
                 {"id": "eod_revise", "at": "20:00-23:20", "title": "估值发布后复核（轻量比对，有修订才整组原子追补）"},
                 {"id": "stocks_refresh", "at": stocks_times, "title": "股票主档刷新与正式发布（新上市/更名，无变化跳过）"},
-                {"id": "history_backfill", "at": "manual", "title": "回补历史日历与指数日 K"},
+                {"id": "history_backfill", "at": "manual", "title": "回补历史日历、个股日 K 与指数日 K"},
                 {"id": "cleanup", "at": "00:30", "title": "清理 staging / 日志"},
                 {"id": "backup", "at": "00:40", "title": "SQLite 备份"},
             ],

xiaobai-datahub/datahub/cli.py

@@ -15,10 +15,11 @@ from datahub.timeutil import yyyymmdd
 def main(argv: list[str] | None = None) -> int:
     parser = argparse.ArgumentParser(description="xiaobai-datahub CLI")
     sub = parser.add_subparsers(dest="command", required=True)
-    history = sub.add_parser("history-backfill", help="回补 2016 年起交易日历和网站所用指数日 K")
+    history = sub.add_parser("history-backfill", help="回补交易日历、个股日 K（默认 250 日）和网站所用指数日 K")
     history.add_argument("--calendar-start", default=None, help="日历起点，默认配置 calendar_start")
     history.add_argument("--index-days", type=int, default=None, help="指数回补交易日数量，默认 260")
-    history.add_argument("--force", action="store_true", help="覆盖已发布的指数日期")
+    history.add_argument("--daily-days", type=int, default=None, help="个股日 K 回补交易日数量，默认 250")
+    history.add_argument("--force", action="store_true", help="覆盖已发布的个股日 K / 指数日期")
     refresh = sub.add_parser("eod-refresh", help="对指定交易日补跑盘后正式数据（跳过已完整发布的一致性边界，仍走质量门禁）")
     refresh.add_argument("--trade-date", default=None, help="交易日 YYYYMMDD，默认今天")
     refresh.add_argument(
@@ -46,6 +47,7 @@ def main(argv: list[str] | None = None) -> int:
         result = hub.pipeline.backfill_history(
             calendar_start=args.calendar_start,
             index_days=args.index_days,
+            daily_days=args.daily_days,
             force=args.force,
         )
         json.dump(result, sys.stdout, ensure_ascii=False, indent=2, default=str)

xiaobai-datahub/datahub/httpapp.py

@@ -42,7 +42,7 @@ class HubRequestHandler(BaseHTTPRequestHandler):
                 self._json({"status": "ok"}, HTTPStatus.OK)
                 return
             if path.startswith("/v1/"):
-                self._v1(path, parsed.query)
+                self._v1(path, parsed.query, method)
                 return
             if path.startswith("/admin/api/"):
                 self._admin_api(method, path)
@@ -66,11 +66,21 @@ class HubRequestHandler(BaseHTTPRequestHandler):
             LOGGER.exception("internal error")
             self._json({"error": {"code": "INTERNAL", "message": "internal error"}}, HTTPStatus.INTERNAL_SERVER_ERROR)
 
-    def _v1(self, path: str, query: str) -> None:
+    def _v1(self, path: str, query: str, method: str = "GET") -> None:
         token = self.headers.get("X-Datahub-Token", "")
         if not self.hub.auth.check_api_token(token):
             self.hub.pipeline.audit("anonymous", "unauthorized", path, "")
             raise ApiError("UNAUTHORIZED", "missing or invalid X-Datahub-Token")
+        if path == "/v1/query" and method == "POST":
+            body = self._read_json(max_bytes=1_000_000)
+            payload = self.hub.api.query_api(body)
+            self._json(payload, HTTPStatus.OK)
+            return
+        if path == "/v1/credentials/ifind" and method == "POST":
+            body = self._read_json()
+            payload = self.hub.put_ifind_credentials(body)
+            self._json(payload, HTTPStatus.OK)
+            return
         payload = self.hub.api.handle(path, parse_query(query))
         self._json(payload, HTTPStatus.OK)
 
@@ -184,11 +194,11 @@ class HubRequestHandler(BaseHTTPRequestHandler):
         self.end_headers()
         self.wfile.write(content)
 
-    def _read_json(self, allow_empty: bool = False) -> dict[str, Any]:
+    def _read_json(self, allow_empty: bool = False, max_bytes: int = 65536) -> dict[str, Any]:
         length = int(self.headers.get("Content-Length", "0") or 0)
         if length == 0 and allow_empty:
             return {}
-        if length <= 0 or length > 65536:
+        if length <= 0 or length > max_bytes:
             raise ValueError("请求内容为空或过大")
         raw = self.rfile.read(length)
         try:

xiaobai-datahub/datahub/hub.py

@@ -1,7 +1,9 @@
 from __future__ import annotations
 
 from pathlib import Path
+from typing import Any
 
+from datahub.adapters.ifind import IfindAdapter
 from datahub.adapters.tushare import TushareAdapter
 from datahub.admin_api import AdminAPI
 from datahub.auth import AuthService
@@ -28,7 +30,16 @@ class Hub:
         if settings.tushare_token:
             self.auth.store_credential("tushare_token", settings.tushare_token)
             token = settings.tushare_token
+        refresh = settings.ifind_refresh_token or self.auth.load_credential("ifind_refresh_token") or ""
+        access = settings.ifind_access_token or self.auth.load_credential("ifind_access_token") or ""
+        if settings.ifind_refresh_token:
+            self.auth.store_credential("ifind_refresh_token", settings.ifind_refresh_token)
+            refresh = settings.ifind_refresh_token
+        if settings.ifind_access_token:
+            self.auth.store_credential("ifind_access_token", settings.ifind_access_token)
+            access = settings.ifind_access_token
         self.adapter = adapter or TushareAdapter(token)
+        self.ifind = IfindAdapter(refresh, access)
         self.pipeline = Pipeline(
             self.db,
             self.adapter,
@@ -38,10 +49,21 @@ class Hub:
         )
         self.lkg = LastKnownGood(self.db)
         self.scheduler = Scheduler(self.db, self.pipeline)
-        self.api = V1API(self.db, self.pipeline, settings)
-        self.admin = AdminAPI(self.db, self.pipeline, self.scheduler, self.auth)
+        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.static_dir = Path(__file__).resolve().parents[1] / "admin"
 
+    def put_ifind_credentials(self, body: dict[str, Any] | None) -> dict[str, Any]:
+        from datahub.serving import envelope
+
+        payload = dict(body or {})
+        refresh = str(payload.get("ifind_refresh_token") or "").strip()
+        access = str(payload.get("ifind_access_token") or "").strip()
+        self.auth.store_credential("ifind_refresh_token", refresh)
+        self.auth.store_credential("ifind_access_token", access)
+        self.ifind.set_credentials(refresh, access)
+        return envelope(self.ifind.status(), {"source": "ifind"})
+
     def start(self) -> None:
         if self.settings.scheduler_enabled:
             self.scheduler.start()

xiaobai-datahub/datahub/logutil.py

@@ -12,6 +12,7 @@ from datahub.timeutil import isoformat
 _SECRET_KEYS = (
     "token", "password", "secret", "key", "authorization", "credential",
     "tushare_token", "datahub_token", "encryption_key", "cookie",
+    "ifind", "refresh_token", "access_token",
 )
 _SECRET_JSON = re.compile(
     r'(?i)("(?:' + "|".join(re.escape(key) for key in _SECRET_KEYS) + r')"\s*:\s*")([^"\\]*(?:\\.[^"\\]*)*)(")'

xiaobai-datahub/datahub/pipeline.py

@@ -491,24 +491,96 @@ class Pipeline:
         )
         return sorted(str(row["cal_date"]) for row in rows)
 
+    def backfill_daily_history(
+        self,
+        end_date: str | None = None,
+        trading_days: int | None = None,
+        force: bool = False,
+    ) -> dict[str, Any]:
+        """Incrementally publish official daily bars for the website K-line window.
+
+        Same-day EOD still uses the atomic A-group. History backfill publishes
+        daily (with adj_factor) first so K-line coverage cannot be blocked by
+        the looser moneyflow universe, then valuation and moneyflow/auction
+        best-effort. Complete daily dates are skipped unless ``force``.
+        """
+        end = yyyymmdd(end_date or self.clock())
+        limit = int(trading_days or self.settings.daily_history_trading_days)
+        open_dates = self.open_trade_dates(end, limit)
+        if not open_dates:
+            return {
+                "start": None,
+                "end": end,
+                "requested_days": 0,
+                "published": [],
+                "skipped": [],
+                "failed": [{"error": "calendar has no open dates on or before end"}],
+                "ok": False,
+            }
+        start = open_dates[0]
+        published: list[dict[str, Any]] = []
+        skipped: list[str] = []
+        failed: list[dict[str, Any]] = []
+        for day in open_dates:
+            if not force and self.active_batch("daily", day):
+                skipped.append(day)
+                continue
+            try:
+                daily = self.run_dataset("daily", day)
+                datasets = {"daily": daily.get("state")}
+                try:
+                    valuation = self.run_dataset("valuation", day)
+                    datasets["valuation"] = valuation.get("state")
+                except Exception as exc:
+                    datasets["valuation"] = f"failed:{exc}"[:180]
+                for name in ("moneyflow", "auction"):
+                    try:
+                        extra = self.run_dataset(name, day)
+                        datasets[name] = extra.get("state")
+                    except Exception as exc:
+                        datasets[name] = f"failed:{exc}"[:180]
+                published.append({"trade_date": day, "datasets": datasets})
+            except Exception as exc:
+                failed.append({"trade_date": day, "error": str(exc)})
+        return {
+            "start": start,
+            "end": end,
+            "requested_days": len(open_dates),
+            "published": published,
+            "skipped": skipped,
+            "failed": failed,
+            "ok": not failed,
+        }
+
     def backfill_history(
         self,
         trade_date: str | None = None,
         calendar_start: str | None = None,
         index_days: int | None = None,
+        daily_days: int | None = None,
         codes: tuple[str, ...] | None = None,
         force: bool = False,
     ) -> dict[str, Any]:
-        """Idempotent calendar + website-index history backfill."""
+        """Idempotent calendar + stock daily + website-index history backfill."""
         day = yyyymmdd(trade_date or self.clock())
         calendar = self.ingest_reference(day, start=calendar_start)
+        daily = self.backfill_daily_history(
+            end_date=day,
+            trading_days=daily_days,
+            force=force,
+        )
         index = self.backfill_index_history(
             end_date=day,
             trading_days=index_days,
             codes=codes,
             force=force,
         )
-        return {"calendar": calendar, "index_daily": index, "ok": bool(index.get("ok"))}
+        return {
+            "calendar": calendar,
+            "daily": daily,
+            "index_daily": index,
+            "ok": bool(daily.get("ok")) and bool(index.get("ok")),
+        }
 
     def backfill_index_history(
         self,
@@ -694,7 +766,7 @@ class Pipeline:
         results: dict[str, Any] = {}
         day = yyyymmdd(trade_date)
         for dataset in datasets:
-            if not force and self.active_batch(dataset, day):
+            if not force and self.extended_publication_complete(dataset, day):
                 results[dataset] = {
                     "dataset": dataset,
                     "trade_date": day,
@@ -724,6 +796,22 @@ class Pipeline:
                 LOGGER.exception("extended soft publish failed dataset=%s date=%s", dataset, day)
         return results
 
+    def extended_publication_complete(self, dataset: str, trade_date: str) -> bool:
+        """Do not mistake a partially published multi-source dataset for completion."""
+        day = yyyymmdd(trade_date)
+        batch_id = self.active_batch(dataset, day)
+        if not batch_id:
+            return False
+        if dataset != "sector_daily":
+            return True
+        rows = self.db.fetchall(
+            "SELECT DISTINCT family FROM eod_sector_daily "
+            "WHERE trade_date = ? AND batch_id = ?",
+            (day, batch_id),
+        )
+        families = {str(row.get("family") or "") for row in rows}
+        return {"ths", "dc", "sw"} <= families
+
     def run_eod_batch_c(self, trade_date: str, force: bool = False) -> dict[str, Any]:
         return self.run_extended_soft(EOD_C_DATASETS, trade_date, force=force)
 
@@ -803,10 +891,7 @@ class Pipeline:
                 "published_rows": len(published),
                 "upstream_rows": 0,
             }
-        listed = self.db.fetchone(
-            "SELECT COUNT(*) AS n FROM stock_master WHERE list_status = 'L'",
-        )
-        listed_n = int((listed or {}).get("n") or 0)
+        listed_n = self._listed_count(day)
         floor = float(self.settings.quality.get("daily_row_ratio") or 0.98)
         if listed_n and len(upstream) / listed_n < floor:
             return {
@@ -1314,14 +1399,33 @@ class Pipeline:
             if isinstance(item, dict) and item.get("state") == "failed"
         ]
 
+    def _listed_count(self, trade_date: str = "") -> int:
+        """Count listed names that already existed on ``trade_date``.
+
+        Historical daily bars must not be judged against later IPOs, or a
+        correct past session fails the 0.98 row-ratio gate.
+        """
+        day = yyyymmdd(trade_date) if trade_date else ""
+        if day:
+            listed = self.db.fetchone(
+                """
+                SELECT COUNT(*) AS n FROM stock_master
+                WHERE list_status = 'L'
+                  AND (list_date IS NULL OR TRIM(list_date) = '' OR list_date <= ?)
+                """,
+                (day,),
+            )
+        else:
+            listed = self.db.fetchone(
+                "SELECT COUNT(*) AS n FROM stock_master WHERE list_status = 'L'"
+            )
+        return int((listed or {}).get("n") or 0)
+
     def validate(self, dataset: str, batch_id: str, trade_date: str, rows: list[dict[str, Any]]) -> dict[str, Any]:
         quality = self.settings.quality
         errors: list[str] = []
         warnings: list[str] = []
-        listed = self.db.fetchone(
-            "SELECT COUNT(*) AS n FROM stock_master WHERE list_status = 'L'",
-        )
-        listed_n = int((listed or {}).get("n") or 0)
+        listed_n = self._listed_count(trade_date)
         row_n = len(rows)
         if dataset == "limit_events":
             keys = [(row.get("ts_code"), row.get("trade_date"), row.get("limit_type")) for row in rows]

xiaobai-datahub/datahub/realtime_serve.py

@@ -5,11 +5,13 @@ Free sources only. Never writes official eod_* tables. Uses rt_cache + LKG.
 
 from __future__ import annotations
 
+import hashlib
 import json
 import time
 from datetime import datetime
 from typing import Any
 
+from datahub.adapters.base import AdapterError
 from datahub.adapters.eastmoney import EastmoneyAdapter
 from datahub.adapters.tencent import TencentAdapter
 from datahub.codes import resolve_code
@@ -20,6 +22,7 @@ from datahub.timeutil import isoformat, now_shanghai, yyyymmdd
 QUOTE_TTL = 60
 INDEX_TTL = 60
 INTRADAY_TTL = 20
+QUOTE_BATCH = 60
 
 
 class RealtimeApiError(RuntimeError):
@@ -69,24 +72,32 @@ def fetch_market_quotes(db: HubDB) -> dict[str, Any]:
     cached = _read_cache(db, cache_key)
     if cached is not None:
         return cached
-    adapter = EastmoneyAdapter()
+    errors: list[str] = []
+    rows: list[dict[str, Any]] = []
+    source = ""
     try:
-        rows = adapter.fetch_market_quotes()
+        rows = EastmoneyAdapter().fetch_market_quotes()
         source = "eastmoney:clist"
     except Exception as exc:
-        raise RealtimeApiError("SOURCE_UNAVAILABLE", f"market quotes unavailable: {exc}") from exc
-    payload = _envelope(
-        rows,
-        {
-            "tier": "provisional",
-            "trade_date": yyyymmdd(now_shanghai()),
-            "source": source,
-            "stale": False,
-            "staleness_seconds": 0,
-            "published_at": isoformat(now_shanghai()),
-            "scope": "market",
-        },
-    )
+        errors.append(f"eastmoney:{exc}")
+        try:
+            listed = _listed_ts_codes(db)
+            if not listed:
+                raise AdapterError("no local stock master for tencent market snapshot")
+            rows = TencentAdapter().fetch_quotes(listed)
+            if len(rows) < 200:
+                raise AdapterError(f"Tencent market snapshot too small: {len(rows)}")
+            source = "tencent:qt"
+        except Exception as backup_exc:
+            errors.append(f"tencent:{backup_exc}")
+            recovered = _load_quotes_lkg(db, cache_key)
+            if recovered is not None:
+                return recovered
+            raise RealtimeApiError(
+                "SOURCE_UNAVAILABLE",
+                "market quotes unavailable: " + "；".join(errors),
+            ) from backup_exc
+    payload = _quote_payload(rows, source, scope="market")
     _write_cache(db, cache_key, payload, QUOTE_TTL, source)
     return payload
 
@@ -95,27 +106,111 @@ def fetch_quotes(db: HubDB, codes: list[str]) -> dict[str, Any]:
     if not codes:
         return fetch_market_quotes(db)
     resolved: list[str] = []
-    for code in codes[:60]:
+    seen: set[str] = set()
+    for code in codes:
         item = resolve_code(db, code) or _guess_ts_code(code)
-        if item:
+        if item and item not in seen:
+            seen.add(item)
             resolved.append(item)
     if not resolved:
         raise RealtimeApiError("INVALID_ARGUMENT", "no resolvable codes")
-    cache_key = "quotes:" + ",".join(sorted(resolved))
+    digest = hashlib.sha1(",".join(sorted(resolved)).encode("utf-8")).hexdigest()
+    cache_key = f"quotes:{digest}:{len(resolved)}"
     cached = _read_cache(db, cache_key)
     if cached is not None:
         return cached
-    adapter = EastmoneyAdapter()
+    minimum = max(1, int(len(resolved) * 0.5))
+    errors: list[str] = []
+    rows: list[dict[str, Any]] = []
+    source = ""
     try:
-        rows = adapter.fetch_quotes(resolved)
-        source = "eastmoney:clist"
+        rows = _eastmoney_named_quotes(resolved)
+        if len(rows) < minimum:
+            raise AdapterError(f"Eastmoney named quotes too small: {len(rows)}/{len(resolved)}")
+        source = "eastmoney:ulist"
     except Exception as exc:
-        raise RealtimeApiError("SOURCE_UNAVAILABLE", f"quotes unavailable: {exc}") from exc
+        errors.append(f"eastmoney:{exc}")
+        try:
+            rows = TencentAdapter().fetch_quotes(resolved)
+            if len(rows) < minimum:
+                raise AdapterError(f"Tencent named quotes too small: {len(rows)}/{len(resolved)}")
+            source = "tencent:qt"
+        except Exception as backup_exc:
+            errors.append(f"tencent:{backup_exc}")
+            recovered = _load_quotes_lkg(db, cache_key)
+            if recovered is not None:
+                return recovered
+            raise RealtimeApiError(
+                "SOURCE_UNAVAILABLE",
+                "quotes unavailable: " + "；".join(errors),
+            ) from backup_exc
+    payload = _quote_payload(rows, source)
+    _write_cache(db, cache_key, payload, QUOTE_TTL, source)
+    return payload
+
+
+def fetch_sector_quote(db: HubDB, code: str, expected_date: str = "") -> dict[str, Any]:
+    ts_code = str(code or "").strip().upper()
+    if ts_code.isdigit():
+        ts_code = f"{ts_code}.SI"
+    cache_key = f"sector:{ts_code}"
+    cached = _read_cache(db, cache_key)
+    if cached is not None:
+        return cached
+    errors: list[str] = []
+    try:
+        row = EastmoneyAdapter().fetch_shenwan_quote(ts_code)
+        source = str(row.get("source") or "eastmoney_sw")
+    except Exception as exc:
+        errors.append(f"eastmoney:{exc}")
+        recovered = _load_quotes_lkg(db, cache_key)
+        if recovered is not None:
+            return recovered
+        raise RealtimeApiError(
+            "SOURCE_UNAVAILABLE",
+            "sector quote unavailable: " + "；".join(errors),
+        ) from exc
+    want = str(expected_date or "").replace("-", "")[:8]
+    quote_date = str(row.get("quote_date") or "")
+    if want and quote_date and quote_date != want:
+        recovered = _load_quotes_lkg(db, cache_key)
+        if recovered is not None:
+            return recovered
+        raise RealtimeApiError("SOURCE_UNAVAILABLE", f"sector quote date {quote_date} != {want}")
+    payload = _envelope(
+        row,
+        {
+            "tier": "provisional",
+            "trade_date": quote_date or yyyymmdd(now_shanghai()),
+            "source": source,
+            "stale": False,
+            "staleness_seconds": 0,
+            "published_at": isoformat(now_shanghai()),
+        },
+    )
+    _write_cache(db, cache_key, payload, INDEX_TTL, source)
+    return payload
+
+
+def fetch_limit_pool(db: HubDB, trade_date: str = "") -> dict[str, Any]:
+    day = yyyymmdd(trade_date or now_shanghai())
+    cache_key = f"limit-pool:{day}"
+    cached = _read_cache(db, cache_key)
+    if cached is not None:
+        return cached
+    try:
+        rows = EastmoneyAdapter().fetch_limit_pool(day)
+        source = "eastmoney:zt_pool"
+    except Exception as exc:
+        recovered = _load_quotes_lkg(db, cache_key)
+        if recovered is not None:
+            return recovered
+        raise RealtimeApiError("SOURCE_UNAVAILABLE", f"limit pool unavailable: {exc}") from exc
     payload = _envelope(
         rows,
         {
             "tier": "provisional",
-            "trade_date": yyyymmdd(now_shanghai()),
+            "trade_date": day,
             "source": source,
             "stale": False,
             "staleness_seconds": 0,
@@ -126,6 +221,68 @@ def fetch_quotes(db: HubDB, codes: list[str]) -> dict[str, Any]:
     return payload
 
 
+def _eastmoney_named_quotes(codes: list[str]) -> list[dict[str, Any]]:
+    adapter = EastmoneyAdapter()
+    rows: list[dict[str, Any]] = []
+    for index in range(0, len(codes), QUOTE_BATCH):
+        rows.extend(adapter.fetch_quotes(codes[index:index + QUOTE_BATCH]))
+    return rows
+
+
+def _listed_ts_codes(db: HubDB) -> list[str]:
+    try:
+        rows = db.fetchall(
+            "SELECT ts_code FROM stock_master WHERE list_status = 'L' ORDER BY ts_code"
+        )
+    except Exception:
+        return []
+    return [str(row.get("ts_code") or "") for row in rows if row.get("ts_code")]
+
+
+def _quote_payload(
+    rows: list[dict[str, Any]],
+    source: str,
+    scope: str = "",
+) -> dict[str, Any]:
+    meta: dict[str, Any] = {
+        "tier": "provisional",
+        "trade_date": yyyymmdd(now_shanghai()),
+        "source": source,
+        "stale": False,
+        "staleness_seconds": 0,
+        "published_at": isoformat(now_shanghai()),
+        "failover": source.startswith("tencent"),
+        "delay_notice": "",
+    }
+    if scope:
+        meta["scope"] = scope
+    return _envelope(rows, meta)
+
+
+def _load_quotes_lkg(db: HubDB, cache_key: str) -> dict[str, Any] | None:
+    store = LastKnownGood(db)
+    item = store.load(cache_key)
+    payload = item.get("payload") if item else None
+    if not isinstance(payload, dict):
+        return None
+    data = payload.get("data")
+    if not isinstance(data, list) or not data:
+        return None
+    stamped = dict(payload)
+    meta = dict(stamped.get("meta") or {})
+    stored = str((item or {}).get("stored_at") or "")
+    try:
+        age = max(0, int(time.time() - datetime.fromisoformat(stored).timestamp()))
+    except Exception:
+        age = QUOTE_TTL
+    meta["stale"] = True
+    meta["staleness_seconds"] = age
+    meta["delay_notice"] = f"主备免费行情均暂不可用，显示 {age} 秒前的真实快照"
+    meta["lkg_source"] = str((item or {}).get("source") or meta.get("source") or "")
+    stamped["meta"] = meta
+    return stamped
+
+
 def fetch_intraday(db: HubDB, code: str, date: str = "") -> dict[str, Any]:
     ts_code = resolve_code(db, code) or _guess_ts_code(code)
     if not ts_code:

xiaobai-datahub/datahub/scheduler.py

@@ -110,7 +110,7 @@ class Scheduler:
             ("eod_b", time(15, 10)),
             ("eod_c", time(16, 40)),
             ("eod_d", time(16, 45)),
-            ("eod_e", time(18, 5)),
+            ("eod_e", time(15, 20)),
             ("eod_f", time(22, 40)),
             ("cleanup", time(0, 30)),
             ("backup", time(0, 40)),
@@ -124,6 +124,9 @@ class Scheduler:
             key = (job_id, day, at.strftime("%H%M"))
             if key in self._fired:
                 continue
+            if job_id not in self.jobs:
+                self._fired.add(key)
+                continue
             if job_id in {"eod_a", "eod_b", "eod_c", "eod_d", "eod_e", "eod_f", "stocks_refresh"} and not open_day:
                 self._fired.add(key)
                 continue
@@ -203,6 +206,12 @@ class Scheduler:
             LOGGER.warning("eod retry failed for %s", day, exc_info=True)
         ran.append("eod_retry")
         self._settle_eod(day)
+        if "eod_e" in self.jobs and not self.pipeline.extended_publication_complete("sector_daily", day):
+            try:
+                self.run_job("eod_e", day)
+                ran.append("eod_e")
+            except Exception:
+                LOGGER.exception("sector_daily retry failed for %s", day)
         return ran
 
     def _settle_eod(self, day: str) -> None:

xiaobai-datahub/datahub/serving.py

@@ -50,10 +50,11 @@ def envelope(data: Any, meta: dict[str, Any]) -> dict[str, Any]:
 
 
 class V1API:
-    def __init__(self, db: HubDB, pipeline: Pipeline, settings: Settings) -> None:
+    def __init__(self, db: HubDB, pipeline: Pipeline, settings: Settings, ifind: Any = None) -> None:
         self.db = db
         self.pipeline = pipeline
         self.settings = settings
+        self.ifind = ifind
 
     def handle(self, path: str, query: dict[str, list[str]]) -> dict[str, Any]:
         q = {key: values[-1] if values else "" for key, values in query.items()}
@@ -87,12 +88,46 @@ class V1API:
             return self.index_quotes(q)
         if path == "/v1/intraday/points":
             return self.intraday_points(q)
+        if path == "/v1/sectors/quote":
+            return self.sector_quote(q)
+        if path == "/v1/limit-pool":
+            return self.limit_pool(q)
+        if path == "/v1/query":
+            return self.query_api(q)
         if path == "/v1/datasets/status":
             return self.dataset_status(q.get("date") or "")
         if path == "/v1/batches":
             return self.batches(q.get("date") or "", q.get("dataset") or "")
         raise ApiError("INVALID_ARGUMENT", f"unknown endpoint: {path}")
 
+    def query_api(self, body: dict[str, Any]) -> dict[str, Any]:
+        from datahub.steward import steward_query
+
+        payload = dict(body or {})
+        raw_params = payload.get("params")
+        if isinstance(raw_params, str):
+            payload["params"] = _parse_json(raw_params) or {}
+        return steward_query(self, payload)
+
+    def sector_quote(self, q: dict[str, str]) -> dict[str, Any]:
+        from datahub.realtime_serve import RealtimeApiError, fetch_sector_quote
+
+        code = str(q.get("code") or q.get("ts_code") or "").strip()
+        if not code:
+            raise ApiError("INVALID_ARGUMENT", "code is required")
+        try:
+            return fetch_sector_quote(self.db, code, str(q.get("date") or ""))
+        except RealtimeApiError as exc:
+            raise ApiError(exc.code, exc.message) from exc
+
+    def limit_pool(self, q: dict[str, str]) -> dict[str, Any]:
+        from datahub.realtime_serve import RealtimeApiError, fetch_limit_pool
+
+        try:
+            return fetch_limit_pool(self.db, str(q.get("date") or q.get("trade_date") or ""))
+        except RealtimeApiError as exc:
+            raise ApiError(exc.code, exc.message) from exc
+
     def health(self) -> dict[str, Any]:
         today = yyyymmdd(now_shanghai())
         cal = self.db.fetchone(
@@ -101,12 +136,18 @@ class V1API:
         )
         is_open = bool(cal and cal["is_open"] == 1)
         sources = self.db.fetchall("SELECT * FROM src_health")
+        ifind = getattr(self, "ifind", None)
+        ifind_status = ifind.status() if ifind is not None else {"configured": False}
         return envelope(
             {
                 "status": "ok",
                 "session_phase": session_phase(now_shanghai(), is_open),
                 "trade_date": today,
                 "is_open_day": is_open,
+                "ifind": {
+                    "configured": bool(ifind_status.get("configured")),
+                    "access_ready": bool(ifind_status.get("access_ready")),
+                },
                 "sources": [
                     {
                         "provider": row["provider"],

xiaobai-datahub/datahub/settings.py

@@ -26,6 +26,8 @@ class Settings:
     api_token: str = ""
     admin_password: str = ""
     tushare_token: str = ""
+    ifind_refresh_token: str = ""
+    ifind_access_token: str = ""
     db_path: Path = DEFAULT_DB_PATH
     backup_dir: Path = DEFAULT_BACKUP_DIR
     quality: dict[str, Any] = field(default_factory=dict)
@@ -56,6 +58,10 @@ class Settings:
     def index_history_trading_days(self) -> int:
         return int(self.quality.get("index_history_trading_days") or 260)
 
+    @property
+    def daily_history_trading_days(self) -> int:
+        return int(self.quality.get("daily_history_trading_days") or 250)
+
     @property
     def moneyflow_history_trading_days(self) -> int:
         return int(self.quality.get("moneyflow_history_trading_days") or 60)
@@ -109,6 +115,8 @@ def load_settings(
         api_token=str(environ.get("DATAHUB_TOKEN") or "").strip(),
         admin_password=str(environ.get("DATAHUB_ADMIN_PASSWORD") 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(),
         db_path=db_path,
         backup_dir=backup_dir,
         quality=_load_quality(quality_path),

xiaobai-datahub/datahub/steward.py

@@ -0,0 +1,420 @@
+"""Website-facing data steward: pick source, fail over, cache, never fake zeros.
+
+The main site asks for a business/Tushare-shaped API. This module decides whether
+to serve a published EOD table, live free quotes, or an internal Tushare pull.
+"""
+
+from __future__ import annotations
+
+import hashlib
+import json
+from typing import Any
+
+from datahub.adapters.base import AdapterError
+from datahub.adapters.tushare import TUSHARE_FIELDS
+from datahub.numbers import finite_number
+from datahub.realtime_serve import (
+    RealtimeApiError,
+    _read_cache,
+    _write_cache,
+    fetch_index_quotes,
+    fetch_market_quotes,
+    fetch_quotes,
+)
+from datahub.serving import ApiError, envelope
+from datahub.timeutil import isoformat, now_shanghai, yyyymmdd
+
+API_TO_DATASET = {
+    "trade_cal": "calendar",
+    "stock_basic": "stocks",
+    "daily": "daily",
+    "daily_basic": "valuation",
+    "index_daily": "index_daily",
+    "moneyflow": "moneyflow",
+    "stk_auction": "auction",
+    "limit_list_d": "limit_events",
+    "ths_hot": "popularity",
+    "dc_hot": "popularity",
+    "hm_detail": "dragon_tiger",
+    "ths_daily": "sector_daily",
+    "dc_index": "sector_daily",
+    "sw_daily": "sector_daily",
+}
+
+DATASET_FETCHER = {
+    "calendar": lambda api, q: api.calendar(q.get("from") or q.get("start_date") or "", q.get("to") or q.get("end_date") or ""),
+    "stocks": lambda api, q: api.stocks(q.get("updated_since") or "", q),
+    "daily": lambda api, q: api.daily_bars(_hub_query(q, adjust="none")),
+    "valuation": lambda api, q: api.valuation(_hub_query(q)),
+    "index_daily": lambda api, q: api.index_bars(_hub_query(q)),
+    "moneyflow": lambda api, q: api.moneyflow(_hub_query(q)),
+    "auction": lambda api, q: api.auction(_hub_query(q)),
+    "limit_events": lambda api, q: api.limit_events(_hub_query(q)),
+    "popularity": lambda api, q: api.popularity(_hub_query(q)),
+    "dragon_tiger": lambda api, q: api.dragon_tiger(_hub_query(q)),
+    "sector_daily": lambda api, q: api.sectors(_hub_query(q)),
+}
+
+SCALE_TO_TUSHARE = {
+    "daily": {"vol": 100.0, "amount": 1000.0},
+    "index_daily": {"vol": 100.0, "amount": 1000.0},
+    "valuation": {"total_mv": 10000.0, "circ_mv": 10000.0},
+    "moneyflow": {
+        "buy_sm_amount": 10000.0,
+        "sell_sm_amount": 10000.0,
+        "buy_md_amount": 10000.0,
+        "sell_md_amount": 10000.0,
+        "buy_lg_amount": 10000.0,
+        "sell_lg_amount": 10000.0,
+        "buy_elg_amount": 10000.0,
+        "sell_elg_amount": 10000.0,
+        "net_mf_amount": 10000.0,
+    },
+    "auction": {"vol": 100.0, "float_share": 10000.0},
+    "limit_events": {"limit_amount": 10000.0, "float_mv": 10000.0, "total_mv": 10000.0},
+    "dragon_tiger": {"buy_amount": 10000.0, "sell_amount": 10000.0, "net_amount": 10000.0},
+}
+
+LIVE_TTL = {
+    "index_member_all": 6 * 3600,
+    "stk_limit": 3600,
+    "suspend_d": 6 * 3600,
+    "adj_factor": 3600,
+    "hm_list": 24 * 3600,
+    "ths_index": 24 * 3600,
+    "ths_member": 6 * 3600,
+    "stk_mins": 20,
+    "top_list": 3600,
+    "top_inst": 3600,
+}
+
+BLOCKED_LIVE_APIS = {"rt_sw_k"}
+
+IFIND_APIS = {
+    "ifind_wencai": "wencai",
+    "ifind_snapshots": "snapshots",
+    "ifind_history": "history",
+    "ifind_realtime": "realtime",
+    "ifind_intraday": "intraday",
+    "ifind_status": "status",
+}
+
+
+def steward_query(api, body: dict[str, Any]) -> dict[str, Any]:
+    api_name = str(body.get("api_name") or "").strip()
+    params = body.get("params") if isinstance(body.get("params"), dict) else {}
+    fields = str(body.get("fields") or "")
+    if not api_name:
+        raise ApiError("INVALID_ARGUMENT", "api_name is required")
+    if api_name in BLOCKED_LIVE_APIS:
+        raise ApiError("INVALID_ARGUMENT", "rt_sw_k is disabled; use published sw_daily or free Shenwan realtime")
+    if api_name in IFIND_APIS:
+        return _ifind_query(api, api_name, params, fields)
+    if api_name == "rt_k":
+        return _realtime_quotes(api, params, fields)
+    if api_name == "rt_idx_k":
+        return _realtime_index_quotes(api, params, fields)
+    dataset = API_TO_DATASET.get(api_name)
+    if dataset:
+        published = _try_published(api, api_name, dataset, params, fields)
+        if published is not None:
+            return published
+    rows = _live_tushare(api, api_name, params, fields)
+    return envelope(
+        _project(rows, fields),
+        {
+            "tier": "live",
+            "source": "tushare",
+            "stale": False,
+            "staleness_seconds": 0,
+            "row_shape": "tushare",
+            "published_at": isoformat(now_shanghai()),
+        },
+    )
+
+
+def _ifind_query(api, api_name: str, params: dict[str, Any], fields: str) -> dict[str, Any]:
+    adapter = getattr(api, "ifind", None)
+    dataset = IFIND_APIS[api_name]
+    if adapter is None:
+        raise ApiError("SOURCE_UNAVAILABLE", "iFinD adapter is not attached")
+    if dataset == "status":
+        return envelope(
+            [dict(adapter.status())],
+            {
+                "tier": "live",
+                "source": "ifind",
+                "stale": False,
+                "staleness_seconds": 0,
+                "row_shape": "ifind",
+                "published_at": isoformat(now_shanghai()),
+            },
+        )
+    if not adapter.configured:
+        raise ApiError("SOURCE_UNAVAILABLE", "iFinD 尚未配置")
+    try:
+        rows = adapter.fetch(dataset, dict(params))
+    except AdapterError as exc:
+        raise ApiError("SOURCE_UNAVAILABLE", str(exc)) from exc
+    return envelope(
+        _project(rows, fields),
+        {
+            "tier": "live",
+            "source": "ifind",
+            "stale": False,
+            "staleness_seconds": 0,
+            "row_shape": "ifind",
+            "published_at": isoformat(now_shanghai()),
+        },
+    )
+
+
+def _try_published(api, api_name: str, dataset: str, params: dict[str, Any], fields: str) -> dict[str, Any] | None:
+    fetcher = DATASET_FETCHER.get(dataset)
+    if fetcher is None:
+        return None
+    query = _hub_query(params)
+    if dataset == "popularity":
+        query["source"] = "ths" if api_name == "ths_hot" else "dc"
+    if dataset == "sector_daily":
+        query["family"] = {"ths_daily": "ths", "dc_index": "dc", "sw_daily": "sw"}.get(api_name, "")
+    if dataset == "limit_events":
+        limit_type = str(params.get("limit_type") or "").strip().upper()
+        if limit_type:
+            query["limit_type"] = limit_type
+    if dataset == "calendar" and not (query.get("from") and query.get("to")):
+        start = str(params.get("start_date") or params.get("from") or "")
+        end = str(params.get("end_date") or params.get("to") or start)
+        if not start or not end:
+            return None
+        query = {"from": start, "to": end}
+    try:
+        payload = fetcher(api, query)
+    except ApiError as exc:
+        if exc.code in {"DATASET_NOT_PUBLISHED", "STALE_DATA", "INVALID_ARGUMENT"}:
+            return None
+        raise
+    rows = list(payload.get("data") or [])
+    # A published multi-source sector batch can be temporarily incomplete when
+    # one upstream family is late. Let the hub try that family live instead of
+    # returning an authoritative-looking empty result to the website.
+    if dataset == "sector_daily" and query.get("family") and not rows:
+        return None
+    if dataset == "stocks":
+        rows = _filter_stocks(rows, params)
+        # The published master is intentionally the active list. Historical
+        # delisted/paused lookups still belong in the hub, so use its live
+        # Tushare adapter when those filters cannot be answered by the snapshot.
+        if not rows and any(params.get(key) for key in ("ts_code", "list_status", "name")):
+            return None
+    if dataset == "calendar":
+        rows = _filter_calendar(rows, params)
+    native = _to_tushare_native(dataset, rows)
+    meta = dict(payload.get("meta") or {})
+    meta["row_shape"] = "tushare"
+    meta["source"] = str(meta.get("source") or "datahub")
+    return envelope(_project(native, fields), meta)
+
+
+def _realtime_quotes(api, params: dict[str, Any], fields: str) -> dict[str, Any]:
+    codes = [item.strip() for item in str(params.get("ts_code") or params.get("codes") or "").split(",") if item.strip()]
+    try:
+        payload = fetch_quotes(api.db, codes) if codes else fetch_market_quotes(api.db)
+    except RealtimeApiError as exc:
+        raise ApiError(exc.code, exc.message) from exc
+    rows = [_quote_to_rt_k(item) for item in (payload.get("data") or []) if isinstance(item, dict)]
+    rows = [item for item in rows if item]
+    meta = dict(payload.get("meta") or {})
+    meta["row_shape"] = "tushare"
+    return envelope(_project(rows, fields), meta)
+
+
+def _realtime_index_quotes(api, params: dict[str, Any], fields: str) -> dict[str, Any]:
+    try:
+        payload = fetch_index_quotes(api.db)
+    except RealtimeApiError as exc:
+        raise ApiError(exc.code, exc.message) from exc
+    wanted = {
+        item.strip()
+        for item in str(params.get("ts_code") or "").split(",")
+        if item.strip()
+    }
+    rows = []
+    for item in payload.get("data") or []:
+        if not isinstance(item, dict):
+            continue
+        converted = _quote_to_rt_k(item)
+        if not converted:
+            continue
+        if wanted and converted.get("ts_code") not in wanted and str(item.get("code") or "") not in {
+            code.split(".")[0] for code in wanted
+        }:
+            continue
+        rows.append(converted)
+    meta = dict(payload.get("meta") or {})
+    meta["row_shape"] = "tushare"
+    return envelope(_project(rows, fields), meta)
+
+
+def _live_tushare(api, api_name: str, params: dict[str, Any], fields: str) -> list[dict[str, Any]]:
+    wanted_fields = fields or TUSHARE_FIELDS.get(api_name, "")
+    cache_key = _live_cache_key(api_name, params, wanted_fields)
+    ttl = LIVE_TTL.get(api_name, 1800)
+    cached = _read_cache(api.db, cache_key)
+    if cached is not None:
+        data = cached.get("data")
+        if isinstance(data, list):
+            return [dict(item) for item in data if isinstance(item, dict)]
+    pipeline = api.pipeline
+    if not pipeline.breaker.allow():
+        recovered = _live_lkg(api.db, cache_key)
+        if recovered is not None:
+            return recovered
+        raise ApiError("SOURCE_UNAVAILABLE", "Tushare circuit open")
+    pipeline.bucket.acquire()
+    try:
+        rows = pipeline.adapter.query_raw(api_name, dict(params), wanted_fields)
+        pipeline.breaker.record_success()
+    except Exception as exc:
+        pipeline.breaker.record_failure(str(exc))
+        recovered = _live_lkg(api.db, cache_key)
+        if recovered is not None:
+            return recovered
+        raise ApiError("SOURCE_UNAVAILABLE", f"Tushare {api_name} unavailable: {exc}") from exc
+    payload = envelope(
+        rows,
+        {
+            "tier": "live",
+            "source": "tushare",
+            "stale": False,
+            "staleness_seconds": 0,
+            "row_shape": "tushare",
+            "published_at": isoformat(now_shanghai()),
+        },
+    )
+    _write_cache(api.db, cache_key, payload, ttl, "tushare")
+    return rows
+
+
+def _live_lkg(db, cache_key: str) -> list[dict[str, Any]] | None:
+    from datahub.governance.lkg import LastKnownGood
+
+    item = LastKnownGood(db).load(cache_key)
+    payload = item.get("payload") if item else None
+    if not isinstance(payload, dict):
+        return None
+    data = payload.get("data")
+    if not isinstance(data, list) or not data:
+        return None
+    return [dict(row) for row in data if isinstance(row, dict)]
+
+
+def _live_cache_key(api_name: str, params: dict[str, Any], fields: str) -> str:
+    packed = json.dumps({"api": api_name, "params": params, "fields": fields}, sort_keys=True, ensure_ascii=False)
+    digest = hashlib.sha1(packed.encode("utf-8")).hexdigest()
+    return f"steward:{api_name}:{digest}"
+
+
+def _hub_query(params: dict[str, Any], **extra: Any) -> dict[str, str]:
+    query = {key: str(value) for key, value in extra.items() if value not in (None, "")}
+    raw_date = params.get("trade_date") or params.get("date") or ""
+    date = yyyymmdd(raw_date) if raw_date else ""
+    raw_start = params.get("start_date") or params.get("from") or date
+    raw_end = params.get("end_date") or params.get("to") or date
+    start = yyyymmdd(raw_start) if raw_start else ""
+    end = yyyymmdd(raw_end) if raw_end else ""
+    code = str(params.get("ts_code") or params.get("code") or "").strip()
+    if code:
+        query["code"] = code
+    if date and not (params.get("start_date") or params.get("end_date")):
+        query["date"] = date
+    else:
+        if start:
+            query["from"] = start
+        if end:
+            query["to"] = end
+    return query
+
+
+def _to_tushare_native(dataset: str, rows: list[dict[str, Any]]) -> list[dict[str, Any]]:
+    scales = SCALE_TO_TUSHARE.get(dataset) or {}
+    converted: list[dict[str, Any]] = []
+    for row in rows:
+        item = dict(row)
+        if item.get("vol") in (None, ""):
+            item["vol"] = item.get("volume")
+        item.pop("volume", None)
+        for field, factor in scales.items():
+            if field in item and item[field] not in (None, ""):
+                number = finite_number(item.get(field))
+                item[field] = number / factor if factor else number
+        if dataset == "popularity" and item.get("ts_name") and not item.get("name"):
+            item["name"] = item.get("ts_name")
+        if dataset == "dragon_tiger" and item.get("ts_name") and not item.get("name"):
+            item["name"] = item.get("ts_name")
+        if dataset == "sector_daily" and item.get("pct_change") is not None and item.get("pct_chg") is None:
+            item["pct_chg"] = item.get("pct_change")
+        if dataset == "calendar":
+            item["is_open"] = 1 if item.get("is_open") in (True, 1, "1", "Y", "y") else 0
+        converted.append(item)
+    return converted
+
+
+def _quote_to_rt_k(row: dict[str, Any]) -> dict[str, Any] | None:
+    ts_code = str(row.get("ts_code") or "").strip()
+    close = finite_number(row.get("close") if row.get("close") not in (None, "") else row.get("price"))
+    previous = finite_number(
+        row.get("pre_close") if row.get("pre_close") not in (None, "") else row.get("previous_close")
+    )
+    if not ts_code or close <= 0:
+        return None
+    item = {
+        "ts_code": ts_code,
+        "name": row.get("name") or "",
+        "open": row.get("open"),
+        "high": row.get("high"),
+        "low": row.get("low"),
+        "close": close,
+        "pre_close": previous,
+        "vol": row.get("vol") if row.get("vol") not in (None, "") else row.get("volume"),
+        "amount": row.get("amount"),
+        "pct_chg": row.get("pct_chg") if row.get("pct_chg") not in (None, "") else row.get("change"),
+        "trade_time": row.get("quote_time") or row.get("trade_time") or "",
+        "quote_date": row.get("quote_date") or "",
+        "source": row.get("source") or "",
+        "delayed": bool(row.get("delayed")),
+        "delay_seconds": row.get("delay_seconds") or 0,
+        "delay_notice": row.get("delay_notice") or "",
+    }
+    return item
+
+
+def _filter_stocks(rows: list[dict[str, Any]], params: dict[str, Any]) -> list[dict[str, Any]]:
+    ts_code = str(params.get("ts_code") or "").strip().upper()
+    status = str(params.get("list_status") or "").strip()
+    name = str(params.get("name") or "").strip()
+    filtered = rows
+    if ts_code:
+        filtered = [row for row in filtered if str(row.get("ts_code") or "").upper() == ts_code]
+    if status:
+        filtered = [row for row in filtered if str(row.get("list_status") or status) == status]
+    if name:
+        filtered = [row for row in filtered if name.casefold() in str(row.get("name") or "").casefold()]
+    return filtered
+
+
+def _filter_calendar(rows: list[dict[str, Any]], params: dict[str, Any]) -> list[dict[str, Any]]:
+    start = yyyymmdd(params.get("start_date") or params.get("from") or "")
+    end = yyyymmdd(params.get("end_date") or params.get("to") or start)
+    if start and end:
+        rows = [row for row in rows if start <= yyyymmdd(row.get("cal_date")) <= end]
+    if params.get("is_open") in (1, "1", True):
+        rows = [row for row in rows if int(row.get("is_open") or 0) == 1]
+    return rows
+
+
+def _project(rows: list[dict[str, Any]], fields: str) -> list[dict[str, Any]]:
+    keys = [item.strip() for item in str(fields or "").split(",") if item.strip()]
+    if not keys:
+        return rows
+    return [{key: row.get(key) for key in keys} for row in rows]

xiaobai-datahub/tests/fixtures.py

@@ -1,5 +1,6 @@
 from __future__ import annotations
 
+import copy
 import sys
 from pathlib import Path
 
@@ -69,13 +70,29 @@ RAW = {
     "sw_daily": [
         {"ts_code": "801780.SI", "trade_date": "20240902", "name": "银行", "open": 2000, "high": 2010, "low": 1990, "close": 2005, "pct_change": 0.8, "vol": 50, "amount": 2e8},
     ],
+    "stk_limit": [
+        {"ts_code": "600000.SH", "trade_date": "20240902", "up_limit": 11.22, "down_limit": 9.18},
+        {"ts_code": "000001.SZ", "trade_date": "20240902", "up_limit": 12.21, "down_limit": 9.99},
+    ],
+    "index_member_all": [
+        {
+            "l2_code": "801780.SI",
+            "l2_name": "银行",
+            "ts_code": "600000.SH",
+            "name": "浦发银行",
+            "in_date": "20140101",
+            "out_date": "",
+            "is_new": "Y",
+        }
+    ],
+    "hm_list": [{"name": "测试游资", "desc": "测试", "orgs": "某某营业部"}],
 }
 
 
 def fake_transport(api_name: str, params: dict, fields: str):
     if api_name == "index_daily":
         code = params.get("ts_code")
-        rows = [row for row in RAW["index_daily"] if row["ts_code"] == code]
+        rows = [copy.deepcopy(row) for row in RAW["index_daily"] if row["ts_code"] == code]
         trade_date = str(params.get("trade_date") or "")
         start = str(params.get("start_date") or "")
         end = str(params.get("end_date") or "")
@@ -89,8 +106,8 @@ def fake_transport(api_name: str, params: dict, fields: str):
     if api_name == "trade_cal":
         start = str(params.get("start_date") or "")
         end = str(params.get("end_date") or "99999999")
-        return [row for row in RAW["trade_cal"] if start <= row["cal_date"] <= end]
-    rows = list(RAW.get(api_name) or [])
+        return [copy.deepcopy(row) for row in RAW["trade_cal"] if start <= row["cal_date"] <= end]
+    rows = copy.deepcopy(list(RAW.get(api_name) or []))
     if api_name == "limit_list_d":
         limit_type = str(params.get("limit_type") or "")
         if limit_type:

xiaobai-datahub/tests/test_api.py

@@ -61,6 +61,18 @@ class ApiContractTests(unittest.TestCase):
         self.hub.stop()
         self.tmp.cleanup()
 
+    def _post(self, path: str, body: dict, token: str | None = None) -> tuple[int, dict]:
+        headers = {"Content-Type": "application/json"}
+        if token is not None:
+            headers["X-Datahub-Token"] = token
+        raw = json.dumps(body).encode("utf-8")
+        req = Request(self.base + path, data=raw, headers=headers, method="POST")
+        try:
+            with urlopen(req, timeout=5) as resp:
+                return resp.status, json.loads(resp.read().decode())
+        except HTTPError as exc:
+            return exc.code, json.loads(exc.read().decode())
+
     def _get(self, path: str, token: str | None = None) -> tuple[int, dict]:
         headers = {}
         if token is not None:
@@ -145,6 +157,28 @@ class ApiContractTests(unittest.TestCase):
         self.assertNotIn("tushare-secret-token-xyz", blob)
         self.assertNotIn(self.token, blob)
 
+    def test_ifind_credentials_require_token_and_update_adapter(self) -> None:
+        status, body = self._post(
+            "/v1/credentials/ifind",
+            {"ifind_refresh_token": "refresh-secret", "ifind_access_token": "access-secret"},
+            token=None,
+        )
+        self.assertEqual(status, 401)
+        self.assertEqual(body["error"]["code"], "UNAUTHORIZED")
+        status, body = self._post(
+            "/v1/credentials/ifind",
+            {"ifind_refresh_token": "refresh-secret", "ifind_access_token": "access-secret"},
+            token=self.token,
+        )
+        self.assertEqual(status, 200, body)
+        self.assertTrue(body["data"]["configured"])
+        self.assertTrue(body["data"]["access_ready"])
+        self.assertTrue(self.hub.ifind.configured)
+        self.assertEqual(self.hub.auth.load_credential("ifind_refresh_token"), "refresh-secret")
+        blob = json.dumps(body)
+        self.assertNotIn("refresh-secret", blob)
+        self.assertNotIn("access-secret", blob)
+
 
 if __name__ == "__main__":
     unittest.main()

xiaobai-datahub/tests/test_extended_eod.py

@@ -60,6 +60,22 @@ class ExtendedEodTests(unittest.TestCase):
         names = {item["dataset"] for item in status["data"]}
         self.assertTrue({"limit_events", "popularity", "dragon_tiger", "sector_daily"} <= names)
 
+    def test_partial_sector_families_are_retried_instead_of_skipped(self) -> None:
+        first = self.hub.pipeline.run_eod_batch_e(TRADE_DATE)
+        self.assertEqual(first["sector_daily"]["state"], "published")
+        batch_id = self.hub.pipeline.active_batch("sector_daily", TRADE_DATE)
+        with self.hub.db.write() as connection:
+            connection.execute(
+                "DELETE FROM eod_sector_daily WHERE trade_date = ? AND batch_id = ? AND family = 'sw'",
+                (TRADE_DATE, batch_id),
+            )
+        self.assertFalse(self.hub.pipeline.extended_publication_complete("sector_daily", TRADE_DATE))
+
+        retried = self.hub.pipeline.run_eod_batch_e(TRADE_DATE)
+
+        self.assertEqual(retried["sector_daily"]["state"], "published")
+        self.assertTrue(self.hub.pipeline.extended_publication_complete("sector_daily", TRADE_DATE))
+
 
 if __name__ == "__main__":
     unittest.main()

xiaobai-datahub/tests/test_history_backfill.py

@@ -5,7 +5,7 @@ from datetime import date, timedelta
 
 from datahub.coverage import calendar_coverage, point_coverage, published_range_coverage
 from datahub.serving import V1API
-from tests.fixtures import TRADE_DATE, fake_transport
+from tests.fixtures import RAW, TRADE_DATE, fake_transport
 from tests.test_pipeline import make_pipeline
 
 
@@ -48,6 +48,8 @@ def history_transport(open_dates: list[str], extra_closed: list[str] | None = No
                 }
             )
 
+    dated_apis = ("daily", "daily_basic", "adj_factor", "moneyflow", "stk_auction")
+
     def transport(api_name, params, fields):
         if api_name == "trade_cal":
             start = str(params.get("start_date") or "")
@@ -66,6 +68,11 @@ def history_transport(open_dates: list[str], extra_closed: list[str] | None = No
             if end:
                 rows = [row for row in rows if row["trade_date"] <= end]
             return rows
+        if api_name in dated_apis:
+            day = str(params.get("trade_date") or "")
+            if day not in open_set:
+                return []
+            return [{**row, "trade_date": day} for row in RAW.get(api_name) or []]
         return fake_transport(api_name, params, fields)
 
     return transport
@@ -221,6 +228,54 @@ class HistoryBackfillTests(unittest.TestCase):
         self.assertEqual(result["rows"], 1)
         self.assertEqual(calls["n"], before)
 
+    def test_daily_history_is_idempotent_and_covers_requested_days(self) -> None:
+        open_dates = consecutive_open_days(TRADE_DATE, 5)
+        pipe, db = make_pipeline(
+            quality={
+                "index_history_trading_days": 5,
+                "daily_history_trading_days": 5,
+                "calendar_start": open_dates[0],
+            }
+        )
+        pipe.adapter._transport = history_transport(open_dates)
+        first = pipe.backfill_history(TRADE_DATE, index_days=5, daily_days=5)
+        self.assertTrue(first["ok"])
+        self.assertEqual(first["daily"]["requested_days"], 5)
+        self.assertEqual(len(first["daily"]["published"]), 5)
+        pubs = db.fetchall("SELECT trade_date FROM publications WHERE dataset='daily'")
+        self.assertEqual(sorted(row["trade_date"] for row in pubs), open_dates)
+        for day in open_dates:
+            rows = db.fetchall(
+                """
+                SELECT COUNT(*) AS n FROM eod_bars
+                WHERE trade_date = ? AND batch_id = (
+                    SELECT active_batch FROM publications WHERE dataset='daily' AND trade_date = ?
+                )
+                """,
+                (day, day),
+            )
+            self.assertEqual(rows[0]["n"], 2)
+
+        second = pipe.backfill_daily_history(end_date=TRADE_DATE, trading_days=5)
+        self.assertTrue(second["ok"])
+        self.assertEqual(second["published"], [])
+        self.assertEqual(second["skipped"], open_dates)
+
+    def test_daily_row_ratio_ignores_later_ipos(self) -> None:
+        pipe, db = make_pipeline()
+        pipe.adapter._transport = history_transport([TRADE_DATE])
+        pipe.ingest_reference(TRADE_DATE, start=TRADE_DATE)
+        with db.write() as connection:
+            connection.execute(
+                "INSERT INTO stock_master(ts_code, symbol, name, list_status, list_date, updated_at) "
+                "VALUES (?,?,?,?,?,?)",
+                ("688001.SH", "688001", "未来上市", "L", "20250101", "2024-09-02T00:00:00+08:00"),
+            )
+        self.assertEqual(pipe._listed_count(TRADE_DATE), 2)
+        result = pipe.run_eod_batch_a(TRADE_DATE)
+        self.assertEqual(pipe.eod_failures(result), [])
+        self.assertEqual(result["daily"]["state"], "published")
+
     def test_coverage_helpers_point_and_calendar(self) -> None:
         pipe, db = make_pipeline()
         pipe.ingest_reference(TRADE_DATE)

xiaobai-datahub/tests/test_ifind_adapter.py

@@ -0,0 +1,103 @@
+from __future__ import annotations
+
+import json
+import unittest
+
+from datahub.adapters.ifind import IfindAdapter
+from datahub.serving import ApiError
+from datahub.steward import steward_query
+
+
+class _Resp:
+    def __init__(self, payload: dict, status: int = 200) -> None:
+        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 IfindAdapterTests(unittest.TestCase):
+    def test_unconfigured_probe_does_not_dial_vendor(self) -> None:
+        calls = []
+
+        def urlopen(request, timeout=None):
+            calls.append(str(getattr(request, "full_url", request)))
+            raise AssertionError("should not dial")
+
+        adapter = IfindAdapter(urlopen=urlopen)
+        probe = adapter.probe()
+        self.assertEqual(probe["state"], "unconfigured")
+        self.assertFalse(probe["configured"])
+        self.assertEqual(calls, [])
+
+    def test_wencai_and_snapshots_go_to_ifind_http(self) -> None:
+        calls = []
+
+        def urlopen(request, timeout=None):
+            url = str(getattr(request, "full_url", request))
+            calls.append(url)
+            if url.endswith("get_access_token"):
+                return _Resp({"errorcode": 0, "data": {"access_token": "acc", "expired_time": ""}})
+            body = json.loads(request.data.decode("utf-8"))
+            if url.endswith("smart_stock_picking"):
+                self.assertEqual(body["searchstring"], "涨停")
+                return _Resp(
+                    {
+                        "errorcode": 0,
+                        "tables": [
+                            {
+                                "thscode": ["000001.SZ"],
+                                "table": {"涨停原因": ["重组"]},
+                            }
+                        ],
+                    }
+                )
+            if url.endswith("snap_shot"):
+                return _Resp(
+                    {
+                        "errorcode": 0,
+                        "tables": [
+                            {
+                                "time": ["2024-09-02 09:21:00"],
+                                "thscode": ["000001.SZ"],
+                                "table": {"latest": [10.5], "preClose": [10]},
+                            }
+                        ],
+                    }
+                )
+            raise AssertionError(url)
+
+        adapter = IfindAdapter("refresh-token", urlopen=urlopen)
+        rows = adapter.fetch("wencai", {"query": "涨停"})
+        self.assertEqual(rows[0]["涨停原因"], "重组")
+        snaps = adapter.fetch(
+            "snapshots",
+            {
+                "codes": ["000001.SZ"],
+                "indicators": ["latest", "preClose"],
+                "start_time": "2024-09-02 09:15:00",
+                "end_time": "2024-09-02 09:22:00",
+            },
+        )
+        self.assertEqual(snaps[0]["latest"], 10.5)
+        self.assertTrue(any("quantapi.51ifind.com" in item for item in calls))
+
+    def test_steward_ifind_status_and_unconfigured_fetch(self) -> None:
+        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_layout.py

@@ -19,7 +19,7 @@ class LayoutTests(unittest.TestCase):
     def test_reserved_adapters_present(self) -> None:
         from datahub.adapters import RESERVED
 
-        for name in ("ths", "xgb", "akshare", "ifind"):
+        for name in ("ths", "xgb", "akshare"):
             self.assertIn(name, RESERVED)
             probe = RESERVED[name].probe()
             self.assertEqual(probe["state"], "reserved")
@@ -27,9 +27,12 @@ class LayoutTests(unittest.TestCase):
         for name in ("eastmoney", "tencent"):
             self.assertIn(name, RESERVED)
             probe = RESERVED[name].probe()
-            # Live free adapters: probe may be ok/error/empty depending on network.
             self.assertIn(probe["state"], {"ok", "empty", "error"})
             self.assertTrue(probe["configured"])
+        self.assertIn("ifind", RESERVED)
+        ifind = RESERVED["ifind"].probe()
+        self.assertIn(ifind["state"], {"unconfigured", "ok", "empty", "error"})
+        self.assertEqual(ifind["configured"], ifind["state"] != "unconfigured")
 
 
 if __name__ == "__main__":

xiaobai-datahub/tests/test_realtime_intraday.py

@@ -219,10 +219,70 @@ class MarketQuotesTests(unittest.TestCase):
             payload = self.api.handle("/v1/quotes/latest", {"codes": ["600000.SH"]})
             mocked.return_value.fetch_market_quotes.assert_not_called()
         self.assertEqual(payload["data"][0]["ts_code"], "600000.SH")
+        self.assertEqual(payload["meta"]["source"], "eastmoney:ulist")
+
+    def test_named_quotes_page_beyond_sixty_codes(self) -> None:
+        codes = [f"{index:06d}.SZ" for index in range(70)]
+        def fake_fetch(chunk):
+            return [{"ts_code": code, "close": 10, "pre_close": 9} for code in chunk]
+
+        with patch("datahub.realtime_serve.EastmoneyAdapter") as mocked:
+            mocked.return_value.fetch_quotes.side_effect = fake_fetch
+            payload = self.api.handle("/v1/quotes/latest", {"codes": [",".join(codes)]})
+        self.assertEqual(mocked.return_value.fetch_quotes.call_count, 2)
+        self.assertEqual(len(payload["data"]), 70)
+
+    def test_named_quotes_fail_over_to_tencent(self) -> None:
+        named = [
+            {
+                "ts_code": "000737.SZ",
+                "name": "北方铜业",
+                "close": 12.3,
+                "pre_close": 11.2,
+            }
+        ]
+        with patch("datahub.realtime_serve.EastmoneyAdapter") as eastmoney, patch(
+            "datahub.realtime_serve.TencentAdapter"
+        ) as tencent:
+            eastmoney.return_value.fetch_quotes.side_effect = AdapterError("HTTP 503")
+            tencent.return_value.fetch_quotes.return_value = named
+            payload = self.api.handle("/v1/quotes/latest", {"codes": ["000737.SZ"]})
+        self.assertEqual(payload["data"][0]["ts_code"], "000737.SZ")
+        self.assertEqual(payload["meta"]["source"], "tencent:qt")
+        self.assertTrue(payload["meta"]["failover"])
+        self.assertFalse(payload["meta"]["stale"])
+
+    def test_both_quote_sources_return_last_known_good(self) -> None:
+        from datahub.realtime_serve import _envelope, _write_cache
+
+        cache_key = "quotes:placeholder:1"
+        payload = _envelope(
+            [{"ts_code": "000737.SZ", "close": 12.3, "pre_close": 11.2}],
+            {"source": "eastmoney:ulist", "stale": False, "trade_date": "20260908"},
+        )
+        _write_cache(self.db, cache_key, payload, 60, "eastmoney:ulist")
+        self.db.execute(
+            "UPDATE rt_cache SET expires_at = ? WHERE cache_key = ?",
+            ("2000-01-01T00:00:00+08:00", cache_key),
+        )
+        with patch("datahub.realtime_serve.EastmoneyAdapter") as eastmoney, patch(
+            "datahub.realtime_serve.TencentAdapter"
+        ) as tencent, patch("datahub.realtime_serve.hashlib.sha1") as sha1:
+            eastmoney.return_value.fetch_quotes.side_effect = AdapterError("HTTP 503")
+            tencent.return_value.fetch_quotes.side_effect = AdapterError("timeout")
+            sha1.return_value.hexdigest.return_value = "placeholder"
+            recovered = self.api.handle("/v1/quotes/latest", {"codes": ["000737.SZ"]})
+        self.assertTrue(recovered["meta"]["stale"])
+        self.assertIn("真实快照", recovered["meta"]["delay_notice"])
+        self.assertEqual(recovered["data"][0]["close"], 12.3)
+        self.assertNotEqual(recovered["data"][0]["close"], 0)
 
     def test_market_unavailable_stays_source_error(self) -> None:
-        with patch("datahub.realtime_serve.EastmoneyAdapter") as mocked:
-            mocked.return_value.fetch_market_quotes.side_effect = AdapterError("too small")
+        with patch("datahub.realtime_serve.EastmoneyAdapter") as eastmoney, patch(
+            "datahub.realtime_serve.TencentAdapter"
+        ) as tencent:
+            eastmoney.return_value.fetch_market_quotes.side_effect = AdapterError("too small")
+            tencent.return_value.fetch_quotes.side_effect = AdapterError("empty master")
             with self.assertRaises(ApiError) as ctx:
                 self.api.handle("/v1/quotes/latest", {})
         self.assertEqual(ctx.exception.code, "SOURCE_UNAVAILABLE")

xiaobai-datahub/tests/test_steward.py

@@ -0,0 +1,161 @@
+from __future__ import annotations
+
+import tempfile
+import unittest
+from pathlib import Path
+from unittest.mock import patch
+
+from datahub.adapters.tushare import TushareAdapter
+from datahub.crypto import SecretVault
+from datahub.hub import Hub
+from datahub.settings import Settings
+from tests.fixtures import TRADE_DATE, fake_transport
+
+
+class StewardQueryTests(unittest.TestCase):
+    def setUp(self) -> None:
+        self.tmp = tempfile.TemporaryDirectory()
+        settings = Settings(
+            host="127.0.0.1",
+            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",
+            scheduler_enabled=False,
+            quality={"daily_row_ratio": 0.5, "null_rate_max": 0.5, "list_limit_default": 5000, "list_limit_max": 5000},
+        )
+        adapter = TushareAdapter("tushare-secret-token-xyz", transport=fake_transport)
+        self.hub = Hub(settings, adapter=adapter)
+        self.hub.pipeline.ingest_reference(TRADE_DATE)
+        for dataset in ("daily", "valuation", "moneyflow", "auction", "index_daily"):
+            self.hub.pipeline.run_dataset(dataset, TRADE_DATE)
+
+    def tearDown(self) -> None:
+        self.hub.stop()
+        self.tmp.cleanup()
+
+    def test_published_daily_is_tushare_native(self) -> None:
+        payload = self.hub.api.query_api(
+            {"api_name": "daily", "params": {"trade_date": TRADE_DATE}, "fields": "ts_code,close,vol,amount"}
+        )
+        rows = payload["data"]
+        by_code = {row["ts_code"]: row for row in rows}
+        self.assertEqual(by_code["600000.SH"]["vol"], 1000.0)
+        self.assertEqual(by_code["600000.SH"]["amount"], 2000.0)
+        self.assertEqual(payload["meta"]["row_shape"], "tushare")
+
+    def test_live_stk_limit_uses_internal_tushare(self) -> None:
+        payload = self.hub.api.query_api(
+            {"api_name": "stk_limit", "params": {"trade_date": TRADE_DATE}, "fields": "ts_code,up_limit,down_limit"}
+        )
+        self.assertEqual(payload["meta"]["source"], "tushare")
+        self.assertEqual(payload["data"][0]["ts_code"], "600000.SH")
+
+    def test_stock_filter_missing_from_active_snapshot_falls_back_inside_hub(self) -> None:
+        calls = []
+
+        def transport(api_name, params, fields):
+            calls.append((api_name, dict(params)))
+            if api_name == "stock_basic" and params.get("list_status") == "D":
+                return [
+                    {
+                        "ts_code": "000627.SZ",
+                        "symbol": "000627",
+                        "name": "退市天茂",
+                        "list_status": "D",
+                        "list_date": "19961112",
+                    }
+                ]
+            return fake_transport(api_name, params, fields)
+
+        self.hub.pipeline.adapter._transport = transport
+        payload = self.hub.api.query_api(
+            {
+                "api_name": "stock_basic",
+                "params": {"list_status": "D"},
+                "fields": "ts_code,name,list_status,list_date",
+            }
+        )
+
+        self.assertEqual(payload["meta"]["source"], "tushare")
+        self.assertEqual(payload["data"][0]["list_status"], "D")
+        self.assertIn(("stock_basic", {"list_status": "D"}), calls)
+
+    def test_rt_sw_k_is_blocked(self) -> None:
+        from datahub.serving import ApiError
+
+        with self.assertRaises(ApiError):
+            self.hub.api.query_api({"api_name": "rt_sw_k", "params": {"ts_code": "801074.SI"}})
+
+    def test_missing_published_sw_family_falls_back_inside_hub(self) -> None:
+        self.hub.pipeline.run_eod_batch_e(TRADE_DATE)
+        batch_id = self.hub.pipeline.active_batch("sector_daily", TRADE_DATE)
+        with self.hub.db.write() as connection:
+            connection.execute(
+                "DELETE FROM eod_sector_daily WHERE trade_date = ? AND batch_id = ? AND family = 'sw'",
+                (TRADE_DATE, batch_id),
+            )
+
+        payload = self.hub.api.query_api(
+            {
+                "api_name": "sw_daily",
+                "params": {"ts_code": "801780.SI", "trade_date": TRADE_DATE},
+                "fields": "ts_code,trade_date,name,pct_change",
+            }
+        )
+
+        self.assertEqual(payload["meta"]["source"], "tushare")
+        self.assertEqual(payload["data"][0]["ts_code"], "801780.SI")
+
+    def test_rt_k_uses_free_quotes_not_tushare(self) -> None:
+        quotes = [
+            {
+                "ts_code": "600000.SH",
+                "name": "浦发银行",
+                "close": 10.2,
+                "pre_close": 10.0,
+                "open": 10.1,
+                "high": 10.3,
+                "low": 9.9,
+                "vol": 1000,
+                "amount": 2000000,
+            }
+        ]
+        with patch("datahub.steward.fetch_quotes", return_value={"data": quotes, "meta": {"source": "eastmoney:ulist", "stale": False}}):
+            payload = self.hub.api.query_api({"api_name": "rt_k", "params": {"ts_code": "600000.SH"}})
+        self.assertEqual(payload["data"][0]["close"], 10.2)
+        self.assertEqual(payload["meta"]["source"], "eastmoney:ulist")
+
+    def test_shenwan_quote_uses_eastmoney_90_prefix(self) -> None:
+        from datahub.adapters.eastmoney import EastmoneyAdapter
+
+        with patch.object(EastmoneyAdapter, "_get_json") as get_json:
+            get_json.return_value = {
+                "data": {
+                    "diff": [
+                        {
+                            "f12": "801074",
+                            "f14": "工业金属",
+                            "f2": 1234.5,
+                            "f3": 2.88,
+                            "f18": 1200,
+                            "f17": 1205,
+                            "f15": 1240,
+                            "f16": 1198,
+                            "f6": 1,
+                            "f124": 1757319000,
+                        }
+                    ]
+                }
+            }
+            quote = EastmoneyAdapter().fetch_shenwan_quote("801074.SI")
+        self.assertEqual(quote["source"], "eastmoney_sw")
+        self.assertAlmostEqual(quote["change"], 2.88)
+        self.assertEqual(get_json.call_args.args[1]["secids"], "90.801074")
+
+
+if __name__ == "__main__":
+    unittest.main()