refactor: add scheduling mode support and optimize system settings UI

- Add fixed_order and cache_affinity scheduling modes to CacheAwareScheduler
- Only apply cache affinity in cache_affinity mode; use fixed order otherwise
- Simplify Dialog components with title/description props
- Remove unnecessary button shadows in SystemSettings
- Optimize import dialog UI structure
- Update ModelAliasesTab shadow styling
- Fix fallback orchestrator type hints
- Add scheduling_mode configuration in system config

src/api/admin/monitoring/cache.py

@@ -21,7 +21,8 @@ from src.core.logger import logger
 from src.database import get_db
 from src.models.database import ApiKey, User
 from src.services.cache.affinity_manager import get_affinity_manager
-from src.services.cache.aware_scheduler import get_cache_aware_scheduler
+from src.services.cache.aware_scheduler import CacheAwareScheduler, get_cache_aware_scheduler
+from src.services.system.config import SystemConfigService
 
 router = APIRouter(prefix="/api/admin/monitoring/cache", tags=["Admin - Monitoring: Cache"])
 pipeline = ApiRequestPipeline()
@@ -250,7 +251,22 @@ class AdminCacheStatsAdapter(AdminApiAdapter):
     async def handle(self, context: ApiRequestContext) -> Dict[str, Any]:  # type: ignore[override]
         try:
             redis_client = get_redis_client_sync()
-            scheduler = await get_cache_aware_scheduler(redis_client)
+            # 读取系统配置，确保监控接口与编排器使用一致的模式
+            priority_mode = SystemConfigService.get_config(
+                context.db,
+                "provider_priority_mode",
+                CacheAwareScheduler.PRIORITY_MODE_PROVIDER,
+            )
+            scheduling_mode = SystemConfigService.get_config(
+                context.db,
+                "scheduling_mode",
+                CacheAwareScheduler.SCHEDULING_MODE_CACHE_AFFINITY,
+            )
+            scheduler = await get_cache_aware_scheduler(
+                redis_client,
+                priority_mode=priority_mode,
+                scheduling_mode=scheduling_mode,
+            )
             stats = await scheduler.get_stats()
             logger.info("缓存统计信息查询成功")
             context.add_audit_metadata(
@@ -270,7 +286,22 @@ class AdminCacheMetricsAdapter(AdminApiAdapter):
     async def handle(self, context: ApiRequestContext) -> PlainTextResponse:
         try:
             redis_client = get_redis_client_sync()
-            scheduler = await get_cache_aware_scheduler(redis_client)
+            # 读取系统配置，确保监控接口与编排器使用一致的模式
+            priority_mode = SystemConfigService.get_config(
+                context.db,
+                "provider_priority_mode",
+                CacheAwareScheduler.PRIORITY_MODE_PROVIDER,
+            )
+            scheduling_mode = SystemConfigService.get_config(
+                context.db,
+                "scheduling_mode",
+                CacheAwareScheduler.SCHEDULING_MODE_CACHE_AFFINITY,
+            )
+            scheduler = await get_cache_aware_scheduler(
+                redis_client,
+                priority_mode=priority_mode,
+                scheduling_mode=scheduling_mode,
+            )
             stats = await scheduler.get_stats()
             payload = self._format_prometheus(stats)
             context.add_audit_metadata(