fix: restore llm model validation dependency

app/ARCHITECTURE.md

@@ -28,15 +28,18 @@ background scheduler
 
 - `server.py` is the stable command/import facade. Runtime composition lives in
   `backend/application.py` and `backend/bootstrap/`.
-- `backend/http/` owns common authentication, request IDs, responses, static delivery, and
-  error normalization. Feature-specific transport handlers live beside their feature.
+- `backend/bootstrap/` owns process configuration, dependency construction, startup, and
+  shared input/display-format contracts. It does not own feature behavior.
+- `backend/http/` owns common authentication, request IDs, JSON/NDJSON responses, static
+  delivery, streaming connection lifecycle, and error normalization. Feature-specific
+  transport handlers live beside their feature.
   Exact POST endpoints that only delegate to one of those handlers use the explicit maps in
   `backend/application.py`; endpoints with path parameters, body handling, or special error
   semantics remain visible control flow in `RequestHandler`.
 - `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, and display-versus-calculation eligibility.
+  coverage, display-versus-calculation eligibility, and shared numeric normalization policies.
 - `backend/database/` owns connection management, ordered migrations, and narrow repository
   adapters. Root `database.py` remains the legacy schema/composition anchor and combines the
   feature repository mixins; do not add feature queries to it.
@@ -55,7 +58,11 @@ background scheduler
 
 Root modules such as `screener.py`, `tushare_client.py`, and `mentor_agent.py` are compatibility
 aliases to canonical modules. They contain no second implementation and remain only because
-the original public import surface is part of the preservation contract.
+the original public import surface is part of the preservation contract. Canonical backend
+modules must import other canonical modules directly rather than routing through these aliases.
+The remaining `api_access` import in `backend/application.py` and preserved lazy
+`sentiment_engine` import in the screener repository are registered transition boundaries;
+the root `database.py` remains the documented schema/composition anchor.
 
 ## Non-negotiable maintenance rules
 

app/backend/application.py

@@ -128,14 +128,19 @@ class DashboardService(
             profile_supplier=self._resolved_llm_profile,
         )
         self.screener.ensure_builtin_strategies()
-        self._background_stop = threading.Event()
-        self._background_thread = self.jobs.start_scheduler(
+
+    def start_background_jobs(self) -> threading.Thread:
+        return self.jobs.start_scheduler(
             self._background_refresh_tick,
-            self._background_stop,
             interval_seconds=5,
             initial_delay_seconds=3,
         )
 
+    def stop_background_jobs(self, timeout_seconds: float = 5) -> bool:
+        scheduler_stopped = self.jobs.stop_scheduler(timeout_seconds)
+        workers_stopped = self.jobs.wait_for_idle(timeout_seconds)
+        return scheduler_stopped and workers_stopped
+
 
     def _load_system_credentials(self, environment: dict[str, str]) -> dict[str, Any]:
         encrypted = self.database.get_system_setting("credentials")
@@ -472,38 +477,6 @@ class DashboardService(
             **self.database.status(),
         }
 
-
-
-
-
-
-    @staticmethod
-    def _ifind_field(row: dict[str, Any], tokens: tuple[str, ...]) -> Any:
-        for key, value in row.items():
-            label = str(key or "")
-            if any(token.casefold() == label.casefold() for token in tokens):
-                return value
-        for key, value in row.items():
-            label = str(key or "")
-            if any(token in label for token in tokens):
-                return value
-        return None
-
-    @classmethod
-    def _ifind_row_code(cls, row: dict[str, Any]) -> str:
-        value = cls._ifind_field(row, ("股票代码", "证券代码", "代码", "thscode"))
-        match = re.search(r"(?<!\d)(\d{6})(?!\d)", str(value or ""))
-        if match:
-            return match.group(1)
-        for value in row.values():
-            match = re.search(r"(?<!\d)(\d{6})\.(?:SH|SZ|BJ)(?![A-Z])", str(value or ""), re.I)
-            if match:
-                return match.group(1)
-        return ""
-
-
-
-
 SERVICE = DashboardService()
 
 
@@ -1020,16 +993,6 @@ class RequestHandler(
             return
         self.send_json({"error": "Not found"}, HTTPStatus.NOT_FOUND)
 
-
-
-    def _write_stream_event(self, payload: dict[str, Any]) -> None:
-        self.wfile.write(
-            (json.dumps(payload, ensure_ascii=False, separators=(",", ":")) + "\n").encode("utf-8")
-        )
-        self.wfile.flush()
-
-
-
     def save_reason(self) -> None:
         try:
             body = self.read_json_body()

app/backend/bootstrap/config.py

@@ -71,6 +71,10 @@ def normalize_date(value: str) -> str:
     return parsed.strftime("%Y%m%d")
 
 
+def display_compact_date(value: str) -> str:
+    return f"{value[:4]}-{value[4:6]}-{value[6:8]}" if len(value) == 8 else value
+
+
 def validate_stock_code(value: str) -> str:
     code = value.strip()
     if not re.fullmatch(r"\d{6}", code):

app/backend/bootstrap/container.py

@@ -9,10 +9,10 @@ from backend.database.repositories import RepositoryBundle, build_repository_bun
 from backend.features.alerts import AlertService
 from backend.features.mentor.agent import MentorSkillRegistry
 from backend.features.review import TradeJournalService
+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 screener import ScreenerEngine
 from backend.data.providers.ifind_client import IfindHttpClient
 from backend.data.realtime import WebRealtimeAggregator
 from backend.features.market.charts import MarketChartClient

app/backend/bootstrap/runtime.py

@@ -16,12 +16,13 @@ def main(handler_class: type[Any] | None = None, service: Any | None = None) ->
     parser.add_argument("--port", type=int, default=8765)
     args = parser.parse_args()
     server = ThreadingHTTPServer((args.host, args.port), handler_class)
-    print(f"Xiaobai Review Web is running at http://{args.host}:{args.port}")
-    print("Press Ctrl+C to stop.")
     try:
+        service.start_background_jobs()
+        print(f"Xiaobai Review Web is running at http://{args.host}:{args.port}")
+        print("Press Ctrl+C to stop.")
         server.serve_forever()
     except KeyboardInterrupt:
         pass
     finally:
-        service._background_stop.set()
+        service.stop_background_jobs()
         server.server_close()

app/backend/data/numbers.py

@@ -0,0 +1,20 @@
+from __future__ import annotations
+
+import math
+from typing import Any
+
+
+def finite_number(value: Any, default: float = 0.0) -> float:
+    try:
+        number = float(value)
+        return number if math.isfinite(number) else default
+    except (TypeError, ValueError):
+        return default
+
+
+def non_nan_number(value: Any, default: float = 0.0) -> float:
+    try:
+        number = float(value)
+        return number if number == number else default
+    except (TypeError, ValueError):
+        return default

app/backend/data/providers/tushare_client.py

@@ -11,6 +11,8 @@ from datetime import datetime, time as dt_time, timedelta
 from threading import Lock
 from typing import Any, ClassVar
 
+from backend.bootstrap.config import display_compact_date as _display_date
+from backend.data.numbers import finite_number as _number
 from backend.features.sentiment.engine import apply_sentiment_to_dashboard
 
 
@@ -1812,14 +1814,6 @@ class TushareClient:
         }
 
 
-def _number(value: Any, default: float = 0.0) -> float:
-    try:
-        number = float(value)
-        return number if math.isfinite(number) else default
-    except (TypeError, ValueError):
-        return default
-
-
 def _text(value: Any) -> str:
     if isinstance(value, (list, tuple, set)):
         return "、".join(str(item).strip() for item in value if str(item).strip())
@@ -2014,10 +2008,6 @@ def _display_time(value: Any) -> str:
     return f"{raw[:2]}:{raw[2:4]}:{raw[4:6]}"
 
 
-def _display_date(value: str) -> str:
-    return f"{value[:4]}-{value[4:6]}-{value[6:8]}" if len(value) == 8 else value
-
-
 def _realtime_market_status(current_time: dt_time) -> str:
     if current_time < dt_time(9, 25):
         return "pre_open"

app/backend/features/heaven/repository.py

@@ -7,6 +7,35 @@ from typing import Any
 
 
 class HeavenRepositoryMixin:
+    def list_sector_phase_overrides(self) -> dict[str, str]:
+        with self.connect() as connection:
+            rows = connection.execute(
+                "SELECT name, element FROM sector_phase_overrides ORDER BY updated_at DESC, name"
+            ).fetchall()
+        return {row["name"]: row["element"] for row in rows}
+
+    def save_sector_phase_override(self, name: str, element: str) -> None:
+        now = datetime.now().astimezone().isoformat(timespec="seconds")
+        with self.connect() as connection:
+            connection.execute(
+                """
+                INSERT INTO sector_phase_overrides (name, element, updated_at)
+                VALUES (?, ?, ?)
+                ON CONFLICT(name) DO UPDATE SET
+                    element = excluded.element,
+                    updated_at = excluded.updated_at
+                """,
+                (name, element, now),
+            )
+
+    def delete_sector_phase_override(self, name: str) -> bool:
+        with self.connect() as connection:
+            cursor = connection.execute(
+                "DELETE FROM sector_phase_overrides WHERE name = ?",
+                (name,),
+            )
+            return cursor.rowcount > 0
+
     @staticmethod
     def _heaven_reading_dict(row: sqlite3.Row | None) -> dict[str, Any] | None:
         if not row:

app/backend/features/market/charts.py

@@ -12,6 +12,7 @@ from datetime import datetime, time as dt_time, timedelta
 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
 
 
@@ -475,16 +476,6 @@ def _ifind_point(row: dict[str, Any]) -> dict[str, Any] | None:
     }
 
 
-def _stock_market_code(code: str) -> str:
-    if code.startswith(("4", "8", "9")):
-        suffix = "BJ"
-    elif code.startswith("6"):
-        suffix = "SH"
-    else:
-        suffix = "SZ"
-    return f"{code}.{suffix}"
-
-
 def _number(value: Any) -> float:
     try:
         return float(value or 0)

app/backend/features/market/insights.py

@@ -6,6 +6,7 @@ from datetime import datetime, time as dt_time, timedelta, timezone
 from statistics import median
 from typing import TYPE_CHECKING, Any, Callable
 
+from backend.data.numbers import non_nan_number as _number
 from backend.data.providers.ifind_client import IfindError, IfindHttpClient
 from backend.data.providers.tushare_client import TushareClient, TushareError
 
@@ -16,14 +17,6 @@ if TYPE_CHECKING:
 CHINA_TIMEZONE = timezone(timedelta(hours=8))
 
 
-def _number(value: Any, default: float = 0.0) -> float:
-    try:
-        number = float(value)
-        return number if number == number else default
-    except (TypeError, ValueError):
-        return default
-
-
 def _display_date(value: str) -> str:
     text = str(value or "").replace("-", "")
     if len(text) != 8:

app/backend/features/mentor/http.py

@@ -14,19 +14,4 @@ class MentorHttpMixin:
         except (ValueError, json.JSONDecodeError) as exc:
             self.send_json({"error": str(exc)}, HTTPStatus.BAD_REQUEST)
             return
-        self.send_response(HTTPStatus.OK)
-        self.send_header("Content-Type", "application/x-ndjson; charset=utf-8")
-        self.send_header("Cache-Control", "no-cache, no-transform")
-        self.send_header("X-Accel-Buffering", "no")
-        self.send_header("Connection", "close")
-        self.end_headers()
-        try:
-            for event in stream:
-                self._write_stream_event(event)
-            self._write_stream_event({"type": "done"})
-        except (ValueError, MentorAgentError) as exc:
-            self._write_stream_event({"type": "error", "error": str(exc)})
-        except (BrokenPipeError, ConnectionResetError):
-            pass
-        finally:
-            self.close_connection = True
+        self.send_ndjson_stream(stream, (ValueError, MentorAgentError))

app/backend/features/pools/service.py

@@ -117,6 +117,30 @@ class PoolServiceMixin:
         finally:
             self._ifind_event_lock.release()
 
+    @staticmethod
+    def _ifind_field(row: dict[str, Any], tokens: tuple[str, ...]) -> Any:
+        for key, value in row.items():
+            label = str(key or "")
+            if any(token.casefold() == label.casefold() for token in tokens):
+                return value
+        for key, value in row.items():
+            label = str(key or "")
+            if any(token in label for token in tokens):
+                return value
+        return None
+
+    @classmethod
+    def _ifind_row_code(cls, row: dict[str, Any]) -> str:
+        value = cls._ifind_field(row, ("股票代码", "证券代码", "代码", "thscode"))
+        match = re.search(r"(?<!\d)(\d{6})(?!\d)", str(value or ""))
+        if match:
+            return match.group(1)
+        for value in row.values():
+            match = re.search(r"(?<!\d)(\d{6})\.(?:SH|SZ|BJ)(?![A-Z])", str(value or ""), re.I)
+            if match:
+                return match.group(1)
+        return ""
+
     @staticmethod
     def _normalize_ifind_event_time(value: Any) -> str:
         text = str(value or "").strip()

app/backend/features/review/http.py

@@ -26,22 +26,8 @@ class ReviewHttpMixin:
         except (ValueError, json.JSONDecodeError) as exc:
             self.send_json({"error": str(exc)}, HTTPStatus.BAD_REQUEST)
             return
-        self.send_response(HTTPStatus.OK)
-        self.send_header("Content-Type", "application/x-ndjson; charset=utf-8")
-        self.send_header("Cache-Control", "no-cache, no-transform")
-        self.send_header("X-Accel-Buffering", "no")
-        self.send_header("Connection", "close")
-        self.end_headers()
-        try:
-            for chunk in stream:
-                self._write_stream_event({"type": "delta", "content": chunk})
-            self._write_stream_event({"type": "done"})
-        except (ValueError, ReviewAssistantError) as exc:
-            self._write_stream_event({"type": "error", "error": str(exc)})
-        except (BrokenPipeError, ConnectionResetError):
-            pass
-        finally:
-            self.close_connection = True
+        events = ({"type": "delta", "content": chunk} for chunk in stream)
+        self.send_ndjson_stream(events, (ValueError, ReviewAssistantError))
 
     def save_watchlist(self) -> None:
         try:

app/backend/features/screener/compiler.py

@@ -4,7 +4,7 @@ import json
 from typing import Any
 
 from backend.llm import transport as llm_transport
-from screener import FACTOR_FIELDS, REGIMES
+from backend.features.screener.engine import FACTOR_FIELDS, REGIMES
 
 
 class LLMCompilerError(RuntimeError):

app/backend/features/screener/engine.py

@@ -8,10 +8,12 @@ from collections import defaultdict
 from datetime import datetime, timedelta
 from typing import Any
 
-from advanced_strategies import ADVANCED_CURATED_STRATEGIES
+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_client import TushareClient, TushareError
+from backend.features.screener.strategies import ADVANCED_CURATED_STRATEGIES
 from database import ReviewDatabase
 from backend.features.sentiment.engine import build_sentiment_history, latest_contiguous_history
-from tushare_client import TushareClient, TushareError
 
 
 REGIMES = {
@@ -2199,15 +2201,3 @@ def _regime_reason(regime: str) -> str:
         "divergence": "指数或核心仍强，但广度、封板质量开始分化。",
         "retreat": "情绪指标继续走弱，应提高筛选门槛并接受无候选结果。",
     }.get(regime, "市场阶段待确认。")
-
-
-def _number(value: Any, default: float = 0.0) -> float:
-    try:
-        number = float(value)
-        return number if math.isfinite(number) else default
-    except (TypeError, ValueError):
-        return default
-
-
-def _display_date(value: str) -> str:
-    return f"{value[:4]}-{value[4:6]}-{value[6:8]}" if len(value) == 8 else value

app/backend/features/sentiment/engine.py

@@ -4,6 +4,8 @@ from copy import deepcopy
 from statistics import mean, median
 from typing import Any
 
+from backend.data.numbers import non_nan_number as _number
+
 
 COMPONENT_WEIGHTS = {
     "breadth": 20,
@@ -16,14 +18,6 @@ COMPONENT_WEIGHTS = {
 SENTIMENT_ENGINE_VERSION = 2
 
 
-def _number(value: Any, default: float = 0.0) -> float:
-    try:
-        number = float(value)
-        return number if number == number else default
-    except (TypeError, ValueError):
-        return default
-
-
 def _clamp(value: float, lower: float = 0.0, upper: float = 100.0) -> float:
     return min(upper, max(lower, value))
 

app/backend/http/handler.py

@@ -3,6 +3,7 @@ from __future__ import annotations
 import json
 import mimetypes
 import secrets
+from collections.abc import Iterable
 from http import HTTPStatus
 from http.cookies import SimpleCookie
 from typing import Any
@@ -142,5 +143,33 @@ class HttpTransportMixin:
         self.end_headers()
         self.wfile.write(content)
 
+    def _write_stream_event(self, payload: dict[str, Any]) -> None:
+        self.wfile.write(
+            (json.dumps(payload, ensure_ascii=False, separators=(",", ":")) + "\n").encode("utf-8")
+        )
+        self.wfile.flush()
+
+    def send_ndjson_stream(
+        self,
+        events: Iterable[dict[str, Any]],
+        error_types: tuple[type[Exception], ...],
+    ) -> None:
+        self.send_response(HTTPStatus.OK)
+        self.send_header("Content-Type", "application/x-ndjson; charset=utf-8")
+        self.send_header("Cache-Control", "no-cache, no-transform")
+        self.send_header("X-Accel-Buffering", "no")
+        self.send_header("Connection", "close")
+        self.end_headers()
+        try:
+            for event in events:
+                self._write_stream_event(event)
+            self._write_stream_event({"type": "done"})
+        except error_types as exc:
+            self._write_stream_event({"type": "error", "error": str(exc)})
+        except (BrokenPipeError, ConnectionResetError):
+            pass
+        finally:
+            self.close_connection = True
+
     def log_message(self, format_string: str, *args: Any) -> None:
         print(f"[{self.log_date_time_string()}] {format_string % args}")

app/backend/jobs/runner.py

@@ -18,6 +18,9 @@ class InProcessJobRunner:
         self.repository = repository
         self._locks: dict[str, threading.Lock] = {}
         self._locks_guard = threading.Lock()
+        self._scheduler_guard = threading.Lock()
+        self._scheduler_stop = threading.Event()
+        self._scheduler_thread: threading.Thread | None = None
 
     def submit(
         self, job_id: str, idempotency_key: str, action: JobAction,
@@ -52,27 +55,42 @@ class InProcessJobRunner:
         return True
 
     def start_scheduler(
-        self, callback: Callable[[], None], stop_event: threading.Event,
-        interval_seconds: float, initial_delay_seconds: float = 0,
+        self, callback: Callable[[], None], interval_seconds: float,
+        initial_delay_seconds: float = 0,
     ) -> threading.Thread:
-        def schedule_loop() -> None:
-            if stop_event.wait(initial_delay_seconds):
-                return
-            while not stop_event.is_set():
-                try:
-                    callback()
-                except Exception:
-                    # Submitted jobs persist their own failures; the scheduler must stay alive.
-                    pass
-                stop_event.wait(interval_seconds)
+        with self._scheduler_guard:
+            current = self._scheduler_thread
+            if current is not None and current.is_alive():
+                return current
+            self._scheduler_stop.clear()
 
-        thread = threading.Thread(
-            target=schedule_loop,
-            name="background-job-scheduler",
-            daemon=True,
-        )
-        thread.start()
-        return thread
+            def schedule_loop() -> None:
+                if self._scheduler_stop.wait(initial_delay_seconds):
+                    return
+                while not self._scheduler_stop.is_set():
+                    try:
+                        callback()
+                    except Exception:
+                        # Submitted jobs persist failures; the scheduler must stay alive.
+                        pass
+                    self._scheduler_stop.wait(interval_seconds)
+
+            thread = threading.Thread(
+                target=schedule_loop,
+                name="background-job-scheduler",
+                daemon=True,
+            )
+            self._scheduler_thread = thread
+            thread.start()
+            return thread
+
+    def stop_scheduler(self, timeout_seconds: float = 5) -> bool:
+        with self._scheduler_guard:
+            thread = self._scheduler_thread
+            self._scheduler_stop.set()
+            if thread is not None and thread is not threading.current_thread():
+                thread.join(max(0, timeout_seconds))
+            return thread is None or not thread.is_alive()
 
     def wait_for_idle(self, timeout_seconds: float = 5) -> bool:
         deadline = time.monotonic() + max(0, timeout_seconds)

app/backend/llm/service.py

@@ -4,6 +4,7 @@ from datetime import datetime, timezone
 from typing import Any
 from urllib.parse import urlparse
 
+from backend.bootstrap.config import validate_text
 from backend.features.screener.compiler import LLMCompilerError, test_llm_connection
 
 

app/config/architecture-inventory.json

@@ -220,6 +220,41 @@
       "runtime_role": "index observation fallback"
     }
   ],
+  "provider_construction": [
+    {
+      "client": "TushareClient",
+      "owner": "backend/data/providers/tushare.py",
+      "compatibility_fallback": "backend/features/market/service.py"
+    },
+    {
+      "client": "IfindHttpClient",
+      "owner": "backend/data/gateway.py"
+    },
+    {
+      "client": "MarketChartClient",
+      "owner": "backend/data/gateway.py"
+    },
+    {
+      "client": "WebRealtimeAggregator",
+      "owner": "backend/data/gateway.py"
+    }
+  ],
+  "numeric_normalization": [
+    {
+      "function": "finite_number",
+      "path": "backend/data/numbers.py"
+    },
+    {
+      "function": "non_nan_number",
+      "path": "backend/data/numbers.py"
+    }
+  ],
+  "date_formatting": [
+    {
+      "function": "display_compact_date",
+      "path": "backend/bootstrap/config.py"
+    }
+  ],
   "llm_entrypoints": [
     {
       "function": "stream_with_mentor",
@@ -252,6 +287,16 @@
       "path": "backend/llm/transport.py"
     }
   ],
+  "http_transport": [
+    {
+      "function": "send_json",
+      "path": "backend/http/handler.py"
+    },
+    {
+      "function": "send_ndjson_stream",
+      "path": "backend/http/handler.py"
+    }
+  ],
   "css_layers": [
     "/shared/tokens.css?v=20260729-1",
     "/styles/styles.css",
@@ -279,13 +324,13 @@
     },
     {
       "path": "backend/features/screener/engine.py",
-      "bytes": 108552,
-      "lines": 2213
+      "bytes": 108387,
+      "lines": 2203
     },
     {
       "path": "backend/data/providers/tushare_client.py",
-      "bytes": 94329,
-      "lines": 2175
+      "bytes": 94124,
+      "lines": 2165
     },
     {
       "path": "frontend/app.js",
@@ -314,8 +359,8 @@
     },
     {
       "path": "backend/features/market/insights.py",
-      "bytes": 58150,
-      "lines": 1314
+      "bytes": 57998,
+      "lines": 1307
     },
     {
       "path": "frontend/pages/market/runtime.js",
@@ -329,8 +374,8 @@
     },
     {
       "path": "backend/application.py",
-      "bytes": 48749,
-      "lines": 1129
+      "bytes": 47769,
+      "lines": 1092
     },
     {
       "path": "frontend/styles/theme.css",
@@ -339,8 +384,8 @@
     },
     {
       "path": "database.py",
-      "bytes": 33284,
-      "lines": 746
+      "bytes": 32073,
+      "lines": 716
     }
   ]
 }

app/database.py

@@ -2,7 +2,7 @@ from __future__ import annotations
 
 import json
 import sqlite3
-from datetime import datetime, timezone
+from datetime import datetime
 from pathlib import Path
 from typing import Any
 
@@ -665,36 +665,6 @@ class ReviewDatabase(
             )
             MigrationRunner().apply(connection, MIGRATIONS)
 
-
-
-    def list_sector_phase_overrides(self) -> dict[str, str]:
-        with self.connect() as connection:
-            rows = connection.execute(
-                "SELECT name, element FROM sector_phase_overrides ORDER BY updated_at DESC, name"
-            ).fetchall()
-        return {row["name"]: row["element"] for row in rows}
-
-    def save_sector_phase_override(self, name: str, element: str) -> None:
-        now = datetime.now().astimezone().isoformat(timespec="seconds")
-        with self.connect() as connection:
-            connection.execute(
-                """
-                INSERT INTO sector_phase_overrides (name, element, updated_at)
-                VALUES (?, ?, ?)
-                ON CONFLICT(name) DO UPDATE SET
-                    element = excluded.element,
-                    updated_at = excluded.updated_at
-                """,
-                (name, element, now),
-            )
-
-    def delete_sector_phase_override(self, name: str) -> bool:
-        with self.connect() as connection:
-            cursor = connection.execute(
-                "DELETE FROM sector_phase_overrides WHERE name = ?",
-                (name,),
-            )
-            return cursor.rowcount > 0
     def list_wencai_saved_queries(
         self, user_id: int, limit: int = 30
     ) -> list[dict[str, Any]]:

app/sync_data.py

@@ -3,7 +3,8 @@ from __future__ import annotations
 import argparse
 from datetime import date
 
-from server import SERVICE, normalize_date
+from backend.application import SERVICE
+from backend.bootstrap.config import normalize_date
 
 
 def main() -> None:

app/tests/preservation_helpers.py

@@ -1,5 +1,6 @@
 from __future__ import annotations
 
+import ast
 import hashlib
 import re
 from pathlib import Path
@@ -33,6 +34,41 @@ def sha256(path: Path) -> str:
     return hashlib.sha256(path.read_bytes()).hexdigest()
 
 
+def function_contract(path: Path, name: str) -> tuple[str, str]:
+    tree = ast.parse(path.read_text(encoding="utf-8"), filename=str(path))
+    function = next(
+        node for node in tree.body if isinstance(node, ast.FunctionDef) and node.name == name
+    )
+    body = ast.Module(body=function.body, type_ignores=[])
+    return (
+        ast.dump(function.args, include_attributes=False),
+        ast.dump(body, include_attributes=False),
+    )
+
+
+def module_contract(
+    path: Path,
+    *,
+    excluded_definitions: set[str] | None = None,
+    excluded_import_modules: set[str] | None = None,
+    exclude_imports: bool = False,
+) -> str:
+    excluded_definitions = excluded_definitions or set()
+    excluded_import_modules = excluded_import_modules or set()
+    tree = ast.parse(path.read_text(encoding="utf-8"), filename=str(path))
+    tree.body = [
+        node
+        for node in tree.body
+        if not (exclude_imports and isinstance(node, (ast.Import, ast.ImportFrom)))
+        and not (
+            isinstance(node, ast.ImportFrom)
+            and node.module in excluded_import_modules
+        )
+        and getattr(node, "name", None) not in excluded_definitions
+    ]
+    return ast.dump(tree, include_attributes=False)
+
+
 def reassembled_frontend_runtime() -> str:
     chunks: dict[tuple[int, int], str] = {}
     for path in FRONTEND_ROOT.rglob("*.js"):

app/tests/test_background_lifecycle.py

@@ -0,0 +1,65 @@
+from __future__ import annotations
+
+import ast
+import sys
+import unittest
+from pathlib import Path
+from unittest.mock import patch
+
+from backend.bootstrap import runtime
+
+
+class BackgroundLifecycleTests(unittest.TestCase):
+    def test_service_construction_does_not_start_the_scheduler(self) -> None:
+        source = (Path(__file__).parents[1] / "backend" / "application.py").read_text(
+            encoding="utf-8"
+        )
+        tree = ast.parse(source)
+        service_class = next(
+            node for node in tree.body
+            if isinstance(node, ast.ClassDef) and node.name == "DashboardService"
+        )
+        constructor = next(
+            node for node in service_class.body
+            if isinstance(node, ast.FunctionDef) and node.name == "__init__"
+        )
+        called_methods = {
+            node.func.attr for node in ast.walk(constructor)
+            if isinstance(node, ast.Call) and isinstance(node.func, ast.Attribute)
+        }
+        self.assertNotIn("start_scheduler", called_methods)
+
+    def test_runtime_starts_jobs_after_bind_and_stops_before_close(self) -> None:
+        events: list[str] = []
+
+        class Service:
+            def start_background_jobs(self) -> None:
+                events.append("start-jobs")
+
+            def stop_background_jobs(self) -> None:
+                events.append("stop-jobs")
+
+        class Server:
+            def __init__(self, address: tuple[str, int], handler: object) -> None:
+                events.append("bind")
+
+            def serve_forever(self) -> None:
+                events.append("serve")
+                raise KeyboardInterrupt
+
+            def server_close(self) -> None:
+                events.append("close")
+
+        with (
+            patch.object(runtime, "ThreadingHTTPServer", Server),
+            patch.object(sys, "argv", ["server.py", "--port", "8797"]),
+        ):
+            runtime.main(object, Service())
+
+        self.assertEqual(
+            events, ["bind", "start-jobs", "serve", "stop-jobs", "close"]
+        )
+
+
+if __name__ == "__main__":
+    unittest.main()

app/tests/test_data_gateway.py

@@ -1,7 +1,9 @@
 from __future__ import annotations
 
+import ast
 import unittest
 from datetime import datetime, timedelta
+from pathlib import Path
 
 from backend.data import (
     DataPolicyError,
@@ -45,8 +47,6 @@ class DataGatewayTests(unittest.TestCase):
         self.assertIs(gateway.chart_data.ifind, gateway.ifind)
 
     def test_server_has_no_direct_runtime_tushare_construction(self) -> None:
-        from pathlib import Path
-
         source = (
             Path(__file__).resolve().parents[1]
             / "backend"
@@ -57,6 +57,33 @@ class DataGatewayTests(unittest.TestCase):
         self.assertEqual(source.count("TushareClient(self.token)"), 1)
         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"},
+        }
+        found = {name: set() for name in owners}
+        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))
+            for node in ast.walk(tree):
+                if not isinstance(node, ast.Call):
+                    continue
+                name = getattr(node.func, "id", None) or getattr(node.func, "attr", None)
+                if name in found:
+                    found[name].add(relative)
+        self.assertEqual(found, owners)
+        provider_source = (root / "backend/data/providers/tushare.py").read_text(
+            encoding="utf-8"
+        )
+        self.assertIn("client_factory: Callable[[str], TushareClient] = TushareClient", provider_source)
+
     def test_quality_gate_accepts_matching_daily_evidence(self) -> None:
         timezone = market_timezone()
         now = datetime(2026, 7, 29, 16, 0, tzinfo=timezone)

app/tests/test_feature_boundaries.py

@@ -20,12 +20,6 @@ class FeatureBoundaryTests(unittest.TestCase):
         }
         violations = []
         for path in FEATURES.rglob("*.py"):
-            # The screener engine is an exact-preservation move of the legacy
-            # calculation module.  Its provider dependency is covered by the
-            # slice equivalence tests and will be addressed only after the
-            # behavior-preserving migration is complete.
-            if path.relative_to(FEATURES).as_posix() == "screener/engine.py":
-                continue
             tree = ast.parse(path.read_text(encoding="utf-8"), filename=str(path))
             for node in ast.walk(tree):
                 names = []
@@ -38,6 +32,53 @@ class FeatureBoundaryTests(unittest.TestCase):
                         violations.append(f"{path.relative_to(ROOT)} -> {name}")
         self.assertEqual(violations, [])
 
+    def test_backend_uses_root_compatibility_modules_only_at_declared_boundaries(self) -> None:
+        compatibility_modules = {
+            "advanced_strategies",
+            "alert_service",
+            "api_access",
+            "app_config",
+            "assistant_agent",
+            "chart_data_provider",
+            "heaven_agent",
+            "heaven_engine",
+            "ifind_client",
+            "llm_strategy",
+            "llm_stream",
+            "market_insights",
+            "mentor_agent",
+            "realtime_aggregator",
+            "screener",
+            "security",
+            "sentiment_engine",
+            "server",
+            "strategy_tracking",
+            "trade_journal",
+            "tushare_client",
+        }
+        allowed = {
+            "backend/application.py": {"api_access"},
+            "backend/features/screener/repository.py": {"sentiment_engine"},
+        }
+        violations = []
+        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))
+            for node in ast.walk(tree):
+                names = []
+                if isinstance(node, ast.Import):
+                    names = [alias.name for alias in node.names]
+                elif isinstance(node, ast.ImportFrom) and node.module:
+                    names = [node.module]
+                for name in names:
+                    root_name = name.split(".")[0]
+                    if (
+                        root_name in compatibility_modules
+                        and root_name not in allowed.get(relative, set())
+                    ):
+                        violations.append(f"{relative} -> {name}")
+        self.assertEqual(violations, [])
+
     def test_legacy_service_modules_are_compatibility_exports_only(self) -> None:
         for filename in ("alert_service.py", "trade_journal.py", "strategy_tracking.py"):
             tree = ast.parse((ROOT / filename).read_text(encoding="utf-8"))

app/tests/test_http_streaming.py

@@ -0,0 +1,85 @@
+from __future__ import annotations
+
+import io
+import json
+import unittest
+
+from backend.http.handler import HttpTransportMixin
+
+
+class StreamError(RuntimeError):
+    pass
+
+
+class TransportStub(HttpTransportMixin):
+    def __init__(self) -> None:
+        self.statuses: list[int] = []
+        self.response_headers: list[tuple[str, str]] = []
+        self.wfile = io.BytesIO()
+        self.close_connection = False
+
+    def send_response(self, status: int) -> None:
+        self.statuses.append(int(status))
+
+    def send_header(self, name: str, value: str) -> None:
+        self.response_headers.append((name, value))
+
+    def end_headers(self) -> None:
+        pass
+
+
+class HttpStreamingTests(unittest.TestCase):
+    def test_stream_transport_preserves_headers_events_and_completion(self) -> None:
+        handler = TransportStub()
+        handler.send_ndjson_stream(
+            ({"type": "delta", "content": value} for value in ("甲", "乙")),
+            (StreamError,),
+        )
+
+        self.assertEqual(handler.statuses, [200])
+        self.assertEqual(
+            dict(handler.response_headers),
+            {
+                "Content-Type": "application/x-ndjson; charset=utf-8",
+                "Cache-Control": "no-cache, no-transform",
+                "X-Accel-Buffering": "no",
+                "Connection": "close",
+            },
+        )
+        events = [
+            json.loads(line)
+            for line in handler.wfile.getvalue().decode("utf-8").splitlines()
+        ]
+        self.assertEqual(
+            events,
+            [
+                {"type": "delta", "content": "甲"},
+                {"type": "delta", "content": "乙"},
+                {"type": "done"},
+            ],
+        )
+        self.assertTrue(handler.close_connection)
+
+    def test_stream_transport_preserves_feature_error_event(self) -> None:
+        def events():
+            yield {"type": "delta", "content": "partial"}
+            raise StreamError("stream failed")
+
+        handler = TransportStub()
+        handler.send_ndjson_stream(events(), (StreamError,))
+        payloads = [
+            json.loads(line)
+            for line in handler.wfile.getvalue().decode("utf-8").splitlines()
+        ]
+        self.assertEqual(
+            payloads,
+            [
+                {"type": "delta", "content": "partial"},
+                {"type": "error", "error": "stream failed"},
+            ],
+        )
+        self.assertTrue(handler.close_connection)
+
+
+if __name__ == "__main__":
+    unittest.main()

app/tests/test_job_runner.py

@@ -68,6 +68,29 @@ class JobRunnerTests(unittest.TestCase):
         )
         self.assertEqual(self.repository.recent(1)[0]["status"], "failed")
 
+    def test_scheduler_start_is_idempotent_and_stop_waits_for_exit(self) -> None:
+        first = self.runner.start_scheduler(
+            lambda: None, interval_seconds=60, initial_delay_seconds=60
+        )
+        second = self.runner.start_scheduler(
+            lambda: None, interval_seconds=60, initial_delay_seconds=60
+        )
+        self.assertIs(first, second)
+        self.assertTrue(first.is_alive())
+        self.assertTrue(self.runner.stop_scheduler())
+        self.assertFalse(first.is_alive())
+
+    def test_scheduler_can_restart_after_an_orderly_stop(self) -> None:
+        first = self.runner.start_scheduler(
+            lambda: None, interval_seconds=60, initial_delay_seconds=60
+        )
+        self.assertTrue(self.runner.stop_scheduler())
+        second = self.runner.start_scheduler(
+            lambda: None, interval_seconds=60, initial_delay_seconds=60
+        )
+        self.assertIsNot(first, second)
+        self.assertTrue(self.runner.stop_scheduler())
+
 
 if __name__ == "__main__":
     unittest.main()

app/tests/test_llm_gateway.py

@@ -1,8 +1,10 @@
 from __future__ import annotations
 
 import unittest
+from unittest.mock import patch
 
 from backend.llm import LLMGateway, LLMGatewayError
+from backend.llm.service import LLMServiceMixin
 
 
 class ProviderFailure(RuntimeError):
@@ -113,6 +115,31 @@ class LLMGatewayTests(unittest.TestCase):
         with self.assertRaisesRegex(LLMGatewayError, "额度已用完"):
             gateway.call("mentor", "mentor-v1", lambda model: "unused", (ProviderFailure,))
 
+    def test_saved_system_model_can_reach_the_connection_probe(self) -> None:
+        service = LLMServiceMixin()
+        service._system_credentials = {
+            "llm_models": [
+                {
+                    "id": "primary-model",
+                    "name": "主模型",
+                    "api_key": "secret",
+                    "base_url": "https://model.example/v1",
+                    "model": "model-name",
+                }
+            ]
+        }
+        service.llm_gateway = self.gateway()
+        expected = {"ok": True, "reply": "OK"}
+        with patch(
+            "backend.llm.service.test_llm_connection", return_value=expected
+        ) as connection_probe:
+            result = service.test_system_llm_profile("primary-model", {})
+
+        self.assertEqual(result, expected)
+        connection_probe.assert_called_once_with(
+            "secret", "https://model.example/v1", "model-name"
+        )
+
 
 if __name__ == "__main__":
     unittest.main()

app/tests/test_market_symbol_normalization.py

@@ -0,0 +1,26 @@
+from __future__ import annotations
+
+import unittest
+
+from backend.bootstrap.config import tushare_code
+from backend.features.market import charts
+
+
+class MarketSymbolNormalizationTests(unittest.TestCase):
+    def test_chart_and_market_services_share_one_suffix_converter(self) -> None:
+        self.assertIs(charts._stock_market_code, tushare_code)
+
+    def test_existing_exchange_mapping_is_preserved(self) -> None:
+        cases = {
+            "000001": "000001.SZ",
+            "600000": "600000.SH",
+            "430047": "430047.BJ",
+            "830799": "830799.BJ",
+        }
+        for code, expected in cases.items():
+            with self.subTest(code=code):
+                self.assertEqual(charts._stock_market_code(code), expected)
+
+
+if __name__ == "__main__":
+    unittest.main()

app/tests/test_numeric_normalization.py

@@ -0,0 +1,38 @@
+from __future__ import annotations
+
+import math
+import unittest
+
+from backend.data.numbers import finite_number, non_nan_number
+from backend.data.providers import tushare_client
+from backend.features.market import insights
+from backend.features.screener import engine as screener_engine
+from backend.features.sentiment import engine as sentiment_engine
+
+
+class NumericNormalizationTests(unittest.TestCase):
+    def test_consumers_use_their_declared_shared_policy(self) -> None:
+        self.assertIs(tushare_client._number, finite_number)
+        self.assertIs(screener_engine._number, finite_number)
+        self.assertIs(insights._number, non_nan_number)
+        self.assertIs(sentiment_engine._number, non_nan_number)
+
+    def test_finite_policy_preserves_existing_results(self) -> None:
+        self.assertEqual(finite_number("12.5"), 12.5)
+        self.assertEqual(finite_number(None), 0.0)
+        self.assertEqual(finite_number("invalid", 7.0), 7.0)
+        self.assertEqual(finite_number(math.nan, 7.0), 7.0)
+        self.assertEqual(finite_number(math.inf, 7.0), 7.0)
+        self.assertEqual(finite_number(-math.inf, 7.0), 7.0)
+
+    def test_non_nan_policy_keeps_infinity_but_rejects_nan(self) -> None:
+        self.assertEqual(non_nan_number("12.5"), 12.5)
+        self.assertEqual(non_nan_number(None), 0.0)
+        self.assertEqual(non_nan_number("invalid", 7.0), 7.0)
+        self.assertEqual(non_nan_number(math.nan, 7.0), 7.0)
+        self.assertEqual(non_nan_number(math.inf, 7.0), math.inf)
+        self.assertEqual(non_nan_number(-math.inf, 7.0), -math.inf)
+
+
+if __name__ == "__main__":
+    unittest.main()

app/tests/test_preservation_slice_accounts.py

@@ -40,6 +40,8 @@ class AccountSliceStructureTests(unittest.TestCase):
             "require_access",
             "serve_static",
             "send_json",
+            "_write_stream_event",
+            "send_ndjson_stream",
         ):
             self.assertNotIn(method, RequestHandler.__dict__)
             self.assertIn(method, HttpTransportMixin.__dict__)

app/tests/test_preservation_slice_heaven.py

@@ -38,6 +38,9 @@ HEAVEN_SERVICE_METHODS = {
 }
 
 HEAVEN_REPOSITORY_METHODS = {
+    "list_sector_phase_overrides",
+    "save_sector_phase_override",
+    "delete_sector_phase_override",
     "_heaven_reading_dict",
     "save_heaven_reading",
     "list_heaven_readings",

app/tests/test_preservation_slice_market.py

@@ -9,13 +9,16 @@ import chart_data_provider
 import ifind_client
 import realtime_aggregator
 import tushare_client
+from backend.bootstrap import config as bootstrap_config
 from backend.data import realtime
+from backend.data.numbers import finite_number
 from backend.data.providers import ifind_client as canonical_ifind
 from backend.data.providers import tushare_client as canonical_tushare
 from backend.features.market import charts
 from tests.preservation_helpers import (
     assert_frontend_runtime_matches_audited_baseline,
     assert_moved_asset_matches,
+    function_contract,
 )
 
 
@@ -141,14 +144,40 @@ class MarketSliceSourceEquivalenceTests(unittest.TestCase):
         )
         for original, migrated in exact_moves:
             self.assertEqual(sha256(ORIGINAL_ROOT / original), sha256(APP_ROOT / migrated))
+        original_tushare = top_level_definitions(ORIGINAL_ROOT / "tushare_client.py")
+        original_tushare.pop("_number")
+        original_tushare.pop("_display_date")
         self.assertEqual(
-            top_level_definitions(ORIGINAL_ROOT / "tushare_client.py"),
+            original_tushare,
             top_level_definitions(APP_ROOT / "backend/data/providers/tushare_client.py"),
         )
         self.assertEqual(
-            top_level_definitions(ORIGINAL_ROOT / "chart_data_provider.py"),
+            function_contract(ORIGINAL_ROOT / "tushare_client.py", "_number"),
+            function_contract(APP_ROOT / "backend/data/numbers.py", "finite_number"),
+        )
+        self.assertIs(canonical_tushare._number, finite_number)
+        self.assertEqual(
+            function_contract(ORIGINAL_ROOT / "tushare_client.py", "_display_date"),
+            function_contract(
+                APP_ROOT / "backend/bootstrap/config.py", "display_compact_date"
+            ),
+        )
+        self.assertIs(canonical_tushare._display_date, bootstrap_config.display_compact_date)
+        original_charts = top_level_definitions(ORIGINAL_ROOT / "chart_data_provider.py")
+        original_charts.pop("_stock_market_code")
+        self.assertEqual(
+            original_charts,
             top_level_definitions(APP_ROOT / "backend/features/market/charts.py"),
         )
+        self.assertEqual(
+            function_contract(
+                ORIGINAL_ROOT / "chart_data_provider.py", "_stock_market_code"
+            ),
+            function_contract(
+                APP_ROOT / "backend/bootstrap/config.py", "tushare_code"
+            ),
+        )
+        self.assertIs(charts._stock_market_code, bootstrap_config.tushare_code)
 
     def test_relocated_frontend_preserves_original_market_runtime_and_styles(self) -> None:
         assert_frontend_runtime_matches_audited_baseline(self)

app/tests/test_preservation_slice_market_insights.py

@@ -6,11 +6,13 @@ import unittest
 from pathlib import Path
 
 import market_insights
+from backend.data.numbers import non_nan_number
 from backend.features.market import insights as canonical_insights
 from tests.preservation_helpers import (
     assert_frontend_runtime_matches_audited_baseline,
     assert_moved_asset_matches,
     assert_page_prefix_matches,
+    function_contract,
 )
 
 
@@ -106,6 +108,11 @@ class MarketInsightsSliceSourceEquivalenceTests(unittest.TestCase):
             MARKET_INSIGHT_METHODS,
         )
         self.assertIs(market_insights.MarketInsightsService, canonical_insights.MarketInsightsService)
+        self.assertEqual(
+            function_contract(ORIGINAL_ROOT / "market_insights.py", "_number"),
+            function_contract(APP_ROOT / "backend/data/numbers.py", "non_nan_number"),
+        )
+        self.assertIs(canonical_insights._number, non_nan_number)
 
     def test_dashboard_service_methods_are_exact_original_ast(self) -> None:
         original = ORIGINAL_ROOT / "server.py"

app/tests/test_preservation_slice_screener.py

@@ -9,12 +9,16 @@ import advanced_strategies
 import llm_strategy
 import screener
 import strategy_tracking
+from backend.bootstrap import config as bootstrap_config
+from backend.data.numbers import finite_number
 from backend.features.screener import compiler, engine, strategies, tracking
 from backend.features.screener import service as screener_service
 from tests.preservation_helpers import (
     assert_frontend_runtime_matches_audited_baseline,
     assert_moved_asset_matches,
     assert_page_prefix_matches,
+    function_contract,
+    module_contract,
 )
 
 
@@ -91,14 +95,6 @@ def top_level_definition(path: Path, name: str) -> str:
     return ast.dump(node, include_attributes=False)
 
 
-def module_without_imports(path: Path) -> str:
-    tree = ast.parse(path.read_text(encoding="utf-8"), filename=str(path))
-    tree.body = [
-        node for node in tree.body if not isinstance(node, (ast.Import, ast.ImportFrom))
-    ]
-    return ast.dump(tree, include_attributes=False)
-
-
 def sha256(path: Path) -> str:
     return hashlib.sha256(path.read_bytes()).hexdigest()
 
@@ -154,11 +150,29 @@ class ScreenerSliceSourceEquivalenceTests(unittest.TestCase):
 
     def test_engine_and_tracking_logic_match_the_original(self) -> None:
         self.assertEqual(
-            module_without_imports(ORIGINAL_ROOT / "screener.py"),
-            module_without_imports(
-                APP_ROOT / "backend" / "features" / "screener" / "engine.py"
+            module_contract(
+                ORIGINAL_ROOT / "screener.py",
+                excluded_definitions={"_display_date", "_number"},
+                exclude_imports=True,
+            ),
+            module_contract(
+                APP_ROOT / "backend" / "features" / "screener" / "engine.py",
+                excluded_definitions={"_display_date", "_number"},
+                exclude_imports=True,
             ),
         )
+        self.assertEqual(
+            function_contract(ORIGINAL_ROOT / "screener.py", "_number"),
+            function_contract(APP_ROOT / "backend/data/numbers.py", "finite_number"),
+        )
+        self.assertIs(engine._number, finite_number)
+        self.assertEqual(
+            function_contract(ORIGINAL_ROOT / "screener.py", "_display_date"),
+            function_contract(
+                APP_ROOT / "backend/bootstrap/config.py", "display_compact_date"
+            ),
+        )
+        self.assertIs(engine._display_date, bootstrap_config.display_compact_date)
         self.assertEqual(
             class_methods(
                 ORIGINAL_ROOT / "backend" / "features" / "screener" / "tracking.py",

app/tests/test_preservation_slice_sentiment_pools.py

@@ -6,11 +6,14 @@ import unittest
 from pathlib import Path
 
 import sentiment_engine
+from backend.data.numbers import non_nan_number
 from backend.features.sentiment import engine as canonical_engine
 from tests.preservation_helpers import (
     assert_frontend_runtime_matches_audited_baseline,
     assert_moved_asset_matches,
     assert_page_prefix_matches,
+    function_contract,
+    module_contract,
 )
 
 
@@ -26,6 +29,8 @@ POOL_METHODS = {
     "_apply_reason_overrides",
     "_schedule_ifind_event_enrichment",
     "_refresh_ifind_event_enrichment",
+    "_ifind_field",
+    "_ifind_row_code",
     "_normalize_ifind_event_time",
     "_merge_ifind_event_enrichment",
 }
@@ -94,10 +99,22 @@ class SentimentPoolSliceSourceEquivalenceTests(unittest.TestCase):
 
     def test_sentiment_engine_is_exact_original_with_legacy_alias(self) -> None:
         self.assertEqual(
-            sha256(ORIGINAL_ROOT / "sentiment_engine.py"),
-            sha256(APP_ROOT / "backend" / "features" / "sentiment" / "engine.py"),
+            module_contract(
+                ORIGINAL_ROOT / "sentiment_engine.py",
+                excluded_definitions={"_number"},
+            ),
+            module_contract(
+                APP_ROOT / "backend" / "features" / "sentiment" / "engine.py",
+                excluded_definitions={"_number"},
+                excluded_import_modules={"backend.data.numbers"},
+            ),
+        )
+        self.assertEqual(
+            function_contract(ORIGINAL_ROOT / "sentiment_engine.py", "_number"),
+            function_contract(APP_ROOT / "backend/data/numbers.py", "non_nan_number"),
         )
         self.assertIs(sentiment_engine, canonical_engine)
+        self.assertIs(canonical_engine._number, non_nan_number)
 
     def test_api_and_frontend_assets_are_unchanged(self) -> None:
         self.assertEqual(

app/tools/build_architecture_inventory.py

@@ -155,6 +155,19 @@ def build() -> dict[str, Any]:
             {"provider": "eastmoney", "path": "backend/data/realtime.py", "runtime_role": "isolated realtime observation"},
             {"provider": "tencent", "path": "backend/data/realtime.py", "runtime_role": "index observation fallback"},
         ],
+        "provider_construction": [
+            {"client": "TushareClient", "owner": "backend/data/providers/tushare.py", "compatibility_fallback": "backend/features/market/service.py"},
+            {"client": "IfindHttpClient", "owner": "backend/data/gateway.py"},
+            {"client": "MarketChartClient", "owner": "backend/data/gateway.py"},
+            {"client": "WebRealtimeAggregator", "owner": "backend/data/gateway.py"},
+        ],
+        "numeric_normalization": [
+            {"function": "finite_number", "path": "backend/data/numbers.py"},
+            {"function": "non_nan_number", "path": "backend/data/numbers.py"},
+        ],
+        "date_formatting": [
+            {"function": "display_compact_date", "path": "backend/bootstrap/config.py"},
+        ],
         "llm_entrypoints": [
             {"function": "stream_with_mentor", "path": "backend/features/mentor/agent.py"},
             {"function": "interpret_heaven", "path": "backend/features/heaven/agent.py"},
@@ -166,6 +179,10 @@ def build() -> dict[str, Any]:
             {"function": "chat_completion", "path": "backend/llm/transport.py"},
             {"function": "stream_chat_completion", "path": "backend/llm/transport.py"},
         ],
+        "http_transport": [
+            {"function": "send_json", "path": "backend/http/handler.py"},
+            {"function": "send_ndjson_stream", "path": "backend/http/handler.py"},
+        ],
         "css_layers": css_layers(html),
         "code_hotspots": code_hotspots(),
     }

app/tools/run_preservation_runtime.py

@@ -32,17 +32,22 @@ def main() -> None:
     from server import RequestHandler, SERVICE
 
     server = ThreadingHTTPServer(("127.0.0.1", args.port), RequestHandler)
-    print(
-        f"Preservation runtime is running at http://127.0.0.1:{args.port} "
-        f"with database {SERVICE.database.path}",
-        flush=True,
-    )
     try:
+        if hasattr(SERVICE, "start_background_jobs"):
+            SERVICE.start_background_jobs()
+        print(
+            f"Preservation runtime is running at http://127.0.0.1:{args.port} "
+            f"with database {SERVICE.database.path}",
+            flush=True,
+        )
         server.serve_forever()
     except KeyboardInterrupt:
         pass
     finally:
-        SERVICE._background_stop.set()
+        if hasattr(SERVICE, "stop_background_jobs"):
+            SERVICE.stop_background_jobs()
+        else:
+            SERVICE._background_stop.set()
         server.server_close()
 
 

docs/governance/code-reduction.md

@@ -20,6 +20,15 @@
 |---|---|---|---|---|
 | CR-01 | LLM供应商传输 | 问师、问天、复盘助手和策略编译各自构造HTTP请求、解析响应和读取错误 | 只保留`backend/llm/transport.py`一个网络出口 | 已完成 |
 | CR-02 | HTTP精确POST委托 | 27个端点重复使用“比较路径、调用无参数处理器、返回”三行分支 | 用公开/受保护两张显式映射统一委托，同时保留复杂路由的原控制流 | 已完成 |
+| CR-03 | 股票市场后缀转换 | Tushare业务与iFinD图表各保留一份完全相同的沪深京代码转换函数 | 图表复用`bootstrap/config.py::tushare_code`，只保留一份函数体 | 已完成 |
+| CR-04 | 数值归一化策略 | 四个业务模块分别保留两组完全相同的数值转换函数体 | 由`backend/data/numbers.py`集中拥有两种既有语义，消费者保留原局部别名 | 已完成 |
+| CR-05 | 根级兼容入口 | 正式后端仍有五处通过迁移兼容模块反向导入规范实现 | 正式代码改用规范路径；兼容入口只服务原公开导入契约 | 已完成 |
+| CR-06 | 紧凑日期显示 | Tushare与选股引擎各保留一份完全相同的`YYYYMMDD`显示转换 | 由`bootstrap/config.py`拥有唯一格式策略，消费者保留原局部别名 | 已完成 |
+| CR-07 | 数据Provider组装 | 核查网关、容器和业务服务是否重复创建外部数据客户端 | 固化唯一创建位置及兼容例外，不改数据源语义 | 已完成 |
+| CR-08 | NDJSON流式传输 | 问师与复盘助手重复维护响应头、事件写入、完成、断线及关闭流程 | HTTP共享层拥有唯一流式连接生命周期 | 已完成 |
+| CR-09 | 应用服务门面 | 两个仅服务股池iFinD补全的方法仍错位在全局`DashboardService` | 原函数体机械归位到`PoolServiceMixin` | 已完成 |
+| CR-10 | Repository所有权 | 五行行业阶段覆盖的三项持久化方法仍错位在根级数据库门面 | 原函数体机械归位到问天Repository，兼容数据继续保留 | 已完成 |
+| CR-11 | 后台任务生命周期 | 导入应用即启动调度线程，启动早于端口绑定，停止只置位但不等待 | 运行时显式启停，每个Runner只拥有一个可等待的调度线程 | 已完成 |
 
 ## CR-01验收口径
 
@@ -66,3 +75,220 @@
 
 本批基线为`xiaobai-reduction-01-llm-transport-20260801`；检查点为
 `xiaobai-reduction-02-http-dispatch-20260801`。
+
+## CR-03验收口径
+
+- 图表模块不再定义第二份市场后缀转换函数，仍保留原局部名称和两个调用点。
+- 深市、沪市、北交所的既有映射结果保持不变；不借本批修正或扩展代码规则。
+- 原图表文件除该函数外的所有顶层定义继续与原版AST逐项相等。
+- 原版`_stock_market_code`函数的参数和函数体必须与唯一共享实现AST相等，运行时别名必须指向
+  同一个函数对象。
+
+## CR-03结果
+
+- 删除`backend/features/market/charts.py`中第二份10行定义，以1行导入别名复用共享实现，生产代码
+  净减少9行；全仓后端只剩一份沪深京后缀转换函数体。
+- 未合并实时聚合、东方财富图表、iFinD和Tushare的HTTP传输；它们的缓存、错误、重试和降级语义
+  不同，仅有外形相似，证据不足以安全抽象。
+- 原有迁移期整文件相等断言被等价范围断言、共享函数AST断言和唯一对象断言替代，没有降低门禁。
+- 原版231项、候选317项、纯`app/`导出254项、45项Playwright通过；API/架构注册表、
+  24个JavaScript文件、Git空白检查和SQLite完整性检查通过。
+- 本批不修改图表请求、数据来源、缓存、时间范围、行情计算、前端、CSS、数据库或部署。
+
+本批基线为`xiaobai-reduction-02-http-dispatch-20260801`；检查点为
+`xiaobai-reduction-03-market-symbol-20260801`。
+
+## CR-04验收口径
+
+- 只合并参数、函数体和运行结果完全一致的数值转换函数，不借本批改变任何业务计算或异常默认值。
+- `finite_number`继续拒绝`NaN`与正负无穷；`non_nan_number`继续只拒绝`NaN`并保留正负无穷。
+- Tushare与智能选股必须复用有限数策略；市场洞察与情绪引擎必须复用非NaN策略，并继续暴露原局部
+  `_number`名称以保持兼容。
+- 实时行情和图表转换器的空值、默认值或参数签名语义不同，必须继续独立保留，不能因名称相同而合并。
+- 原版函数参数和函数体分别与共享实现AST相等；四个消费者的局部别名必须指向对应的唯一函数对象。
+
+## CR-04结果
+
+- 删除Tushare、智能选股、市场洞察和情绪引擎中的四份重复函数体，新建两种明确命名的共享策略；生产
+  代码净减少约12行，全仓AST扫描不再发现完全相同的函数定义。
+- 将可复用的函数及模块AST契约归入测试辅助层，原有迁移保持性测试改为“未改范围保持相等、被替换
+  函数与共享实现相等、运行时唯一对象”三重断言，没有降低门禁。
+- 实时行情`backend/data/realtime.py::_number`与图表`backend/features/market/charts.py::_number`
+  被明确保留；它们不是本批重复实现，也未改变行为。
+- 58项定向测试、41项保持性/治理测试、原版231项、候选320项、纯`app/`导出257项和45项
+  Playwright通过；24个JavaScript文件、API/架构注册表、Git空白检查和SQLite完整性检查通过。
+- 本批不修改前端、CSS、接口、数据来源、行情口径、选股条件、数据库、LLM、权限或部署。
+
+本批基线为`xiaobai-reduction-03-market-symbol-20260801`；检查点为
+`xiaobai-reduction-04-numeric-normalization-20260801`。
+
+## CR-05验收口径
+
+- 逐项扫描根级Python入口、生产代码、测试、工具和动态导入；没有消费者或兼容责任的入口才能删除。
+- 规范后端不得经由`screener`、`advanced_strategies`、`tushare_client`或`server`兼容入口
+  间接访问已经归位的实现。
+- 所有根级模块继续保持原导入名称、导出对象及模块对象身份，既有启动命令和第三方维护脚本不受影响。
+- `api_access`、选股Repository的惰性`sentiment_engine`导入及根级`database.py`属于已登记边界，
+  分别留到HTTP、Repository阶段处理，不在本批跨边界修改。
+
+## CR-05结果
+
+- 审计确认21个根级兼容入口均有测试、工具、启动或原公开导入契约消费者，因此本批没有冒险删除文件。
+- 容器、策略编译器、选股引擎及数据同步命令的五处导入改为规范模块路径，正式代码不再通过四个根级
+  兼容模块反向进入实现；运行代码行数未增加。
+- 特性边界测试取消选股引擎旧例外，并新增全后端兼容导入门禁；只允许两项已登记过渡边界，后续代码
+  无法重新引入隐式根级依赖。
+- 候选321项、纯`app/`导出258项、24个JavaScript文件、API/架构注册表、Git空白检查和SQLite
+  完整性检查通过；本批不涉及页面、CSS或浏览器行为。
+- 本批不修改业务计算、策略公式、数据源、API、数据库、LLM、权限、前端或部署。
+
+本批基线为`xiaobai-reduction-04-numeric-normalization-20260801`；检查点为
+`xiaobai-reduction-05-compatibility-boundaries-20260801`。
+
+## CR-06验收口径
+
+- 只合并参数、函数体和异常行为完全相同的日期/文本转换；名称相似但空值、未来日期、错误文案或
+  输入格式不同的函数不得合并。
+- Tushare与选股引擎继续暴露局部`_display_date`名称，并分别指向唯一共享实现。
+- 原版两个`_display_date`函数必须分别与共享实现AST相等，所有原调用结果保持不变。
+- 市场洞察的日期显示函数会清理连字符并容忍空值，语义不同，必须继续独立保留。
+
+## CR-06结果
+
+- 删除Tushare与选股引擎内两个重复日期函数体，新增`display_compact_date`唯一策略；生产代码总
+  行数不增加，重复函数体由两份降为一份。
+- 架构清单登记日期格式唯一所有权；保持性测试改为未改范围AST相等、共享函数AST相等和运行时
+  对象身份三重契约，没有放宽原迁移门禁。
+- `normalize_date`、市场洞察日期显示、实时行情时间格式和会员日期边界因语义不同均原样保留。
+- 候选321项、纯`app/`导出258项、24个JavaScript文件、API/架构注册表、Git空白检查和SQLite
+  完整性检查通过；本批不涉及页面、CSS或浏览器行为。
+- 本批不修改日期输入规则、业务计算、选股结果、接口、数据库、数据源、LLM、权限或部署。
+
+本批基线为`xiaobai-reduction-05-compatibility-boundaries-20260801`；检查点为
+`xiaobai-reduction-06-date-formatting-20260801`。
+
+## CR-07验收口径
+
+- iFinD、图表、实时观察器和Provider适配器必须只在`build_data_gateway`创建，并由容器共享。
+- Tushare必须继续通过实时Token供应器按需创建，不能为了减少对象数量缓存过期Token。
+- 市场服务中为原版隔离测试桩保留的一处`TushareClient(self.token)`是明确兼容例外，不得被误判为
+  第二条正式数据链路。
+- 不得合并Tushare、iFinD、东方财富和腾讯的传输、缓存、重试或降级逻辑。
+
+## CR-07结果
+
+- 全后端构造点扫描确认iFinD、MarketChart、东方财富图表和实时观察器均只有网关一个创建位置；
+  `ApplicationContainer`暴露的是同一对象引用，没有第二份客户端。
+- Tushare Provider使用动态Token供应器，市场服务只有一处已登记测试兼容回退；本批没有发现可安全
+  删除的生产实现，因此不为追求行数强行修改运行代码。
+- 架构清单新增Provider创建所有权，自动测试会在未来出现第二个未登记构造点时失败。
+- 候选322项、纯`app/`导出259项、24个JavaScript文件、API/架构注册表、Git空白检查和SQLite
+  完整性检查通过；本批不涉及页面、CSS或浏览器行为。
+- 本批不修改请求频率、缓存、重试、Token更新、数据源选择、计算口径、API、数据库或前端。
+
+本批基线为`xiaobai-reduction-06-date-formatting-20260801`；检查点为
+`xiaobai-reduction-07-provider-ownership-20260801`。
+
+## CR-08验收口径
+
+- 只合并NDJSON响应头、事件序列化、完成事件、业务错误事件、客户端断线和连接关闭这些传输行为。
+- 问师继续直接输出原事件字典；复盘助手继续把文本分片包装为`delta/content`事件。
+- 两个功能各自的业务异常类型、请求体错误状态码、错误正文和流创建时机保持不变。
+- `_write_stream_event`与连接生命周期必须只由`backend/http/handler.py`拥有，应用大类和功能HTTP
+  模块不再保留第二份实现。
+
+## CR-08结果
+
+- 删除问师和复盘助手各16行重复流式控制流，并将应用大类中的10行事件写入方法归入HTTP共享层；
+  新共享实现29行、两个调用适配共3行，生产代码净减少10行。
+- 新增专项测试固定四个响应头、中文NDJSON序列化、增量顺序、完成事件、业务错误事件和关闭状态。
+- 候选324项、纯`app/`导出261项及45项Playwright通过；24个JavaScript文件、API/架构注册表、
+  Git空白检查和SQLite完整性检查通过。
+- 本批不修改提示词、模型选择、会员计次、流式正文、前端解析、API路径、数据库或数据源。
+
+本批基线为`xiaobai-reduction-07-provider-ownership-20260801`；检查点为
+`xiaobai-reduction-08-ndjson-transport-20260801`。
+
+## CR-09验收口径
+
+- 只有消费者全部属于单一领域、且能够按原函数体机械移动的方法才从应用门面移出。
+- `_ifind_field`与`_ifind_row_code`继续保持静态/类方法签名、字段优先级、大小写规则和代码正则。
+- 账号委托属于稳定公开门面；系统设置属于跨领域协调；后台刷新留到CR-11，本批均不得删除或重写。
+- 移动后`DashboardService`必须继续通过Mixin解析同名方法，调用点和返回值不变。
+
+## CR-09结果
+
+- 将iFinD字段匹配和股票代码提取两个方法从应用大类机械移动到股池服务，原版与迁移方法AST逐项
+  相等；应用大类不再直接拥有股池专属实现。
+- 连同迁移期遗留空行，`backend/application.py`减少32行，股池服务增加24行，生产代码净减少8行。
+- 候选324项、纯`app/`导出261项、24个JavaScript文件、API/架构注册表、Git空白检查和SQLite
+  完整性检查通过；本批不涉及页面、CSS或浏览器行为。
+- 本批不修改字段匹配、涨跌停原因补全、接口、数据源、缓存、数据库、权限或前端。
+
+本批基线为`xiaobai-reduction-08-ndjson-transport-20260801`；检查点为
+`xiaobai-reduction-09-service-facade-20260801`。
+
+## CR-10验收口径
+
+- 只移动调用方、数据表和业务含义均明确属于单一领域的方法；数据库连接、事务和返回值必须保持不变。
+- `list_sector_phase_overrides`、`save_sector_phase_override`与`delete_sector_phase_override`必须由
+  `backend/features/heaven/repository.py`拥有，并继续通过`ReviewDatabase`的Mixin解析。
+- 不修改表结构、迁移顺序、时间格式、排序、冲突更新或删除结果语义。
+- `wencai_saved_queries`及其三个方法属于已登记的账户隔离兼容数据；即使前端入口已取消，也必须保留。
+
+## CR-10结果
+
+- 将五行行业阶段覆盖的查询、保存和删除三个方法从根级`database.py`机械移动到问天Repository；
+  调用名称、SQL、事务边界、时间值和返回结果均未改变。
+- 根级数据库门面不再直接拥有问天领域的持久化实现，问财历史兼容表和方法完整保留，未扩大删除范围。
+- 34项Repository、问天、账户隔离、清理契约及迁移定向测试通过；候选324项、纯`app/`导出261项、
+  24个JavaScript文件、API/架构注册表、Git空白检查和SQLite完整性检查通过。
+- 本批不修改页面、CSS、API、数据库结构、行情、数据源、业务计算、LLM、权限或后台任务。
+
+本批基线为`xiaobai-reduction-09-service-facade-20260801`；检查点为
+`xiaobai-reduction-10-repository-ownership-20260801`。
+
+## CR-11验收口径
+
+- 导入`backend.application`或构造`DashboardService`不得启动后台调度；必须先成功绑定HTTP端口，
+  再由运行时显式启动。
+- 同一`InProcessJobRunner`重复启动调度器必须返回同一活动线程，停止必须置位并在限定时间内等待退出，
+  有序停止后允许重新启动。
+- 运行时关闭顺序固定为：停止调度、等待已提交任务、关闭HTTP服务器；迁移对比工具继续兼容原版入口。
+- 三个任务的注册定义、5秒刷新频率、3秒初始延迟、幂等键、锁、重试、业务函数和结果不得改变。
+- 声明的超时继续是目标与审计字段；Python线程不能安全强杀，本批不伪造硬取消能力。
+
+## CR-11结果
+
+- 删除`DashboardService`构造阶段的调度副作用，端口占用、模块导入和单元测试不再提前创建后台写线程；
+  `backend/bootstrap/runtime.py`成为正式启动与停止所有者。
+- `InProcessJobRunner`集中持有调度停止事件和线程引用；重复启动幂等，停止可等待，原任务锁、持久化运行
+  状态、成功幂等、失败记录和后续重试逻辑保持不变。
+- 新增语法树与运行顺序门禁，固定“构造不启动”“绑定后启动”“停止后关服”，并补齐重复启动与重启测试。
+- 候选328项、纯`app/`导出265项和45项Playwright通过；24个JavaScript文件、API/架构注册表、
+  Git空白检查和SQLite完整性检查通过。
+- 本批没有可安全删除的重复任务实现；为补齐原先缺失的生命周期，生产代码净增加24行。增加内容仅为
+  调度状态、幂等启停和运行时委托，不新增业务层、任务或兼容包装。
+- 本批不修改页面、CSS、API、数据源、刷新计算、自动选股条件、数据库结构、权限或LLM。
+
+本批基线为`xiaobai-reduction-10-repository-ownership-20260801`；检查点为
+`xiaobai-reduction-11-background-jobs-20260801`。
+
+## CR-11人工验收修正
+
+- 2026-08-02人工验收发现本地页面可访问，但行情与LLM同时无法连接。第一原因是验收服务由受限
+  自动化会话启动，子进程继承了禁止外部网络访问的权限；重新在主机正常网络权限下启动后恢复。
+- 随后的主模型连接测试暴露`LLMServiceMixin`机械迁移时遗漏`validate_text`导入，导致请求在真正
+  访问模型前抛出`NameError`并关闭HTTP连接；恢复原依赖并增加保存模型连接探测的运行契约测试。
+- 网站自身实测`000001`返回Tushare日K 60根、分时242点；主模型
+  `MiniMax-M2.7-highspeed`在2236毫秒内回复`OK`，证明服务进程的数据与LLM出网链路均已恢复。
+- 修正后候选329项、纯`app/`导出266项通过；本次只恢复缺失导入和测试，不修改模型配置、额度、
+  提示词、回退策略、行情来源或计算逻辑。
+
+本修正基线为`xiaobai-reduction-11-background-jobs-20260801`；检查点为
+`xiaobai-reduction-11-runtime-connectivity-fix-20260802`。
+
+## 人工验收记录
+
+- 2026-08-01：用户检查CR-02与CR-03运行结果，确认未发现明显异常。本记录仅表示本轮可见功能与
+  页面使用未发现明显回归，不替代后续批次各自的自动测试和人工抽查。