refac

backend/open_webui/models/chats.py

@@ -957,6 +957,20 @@ class ChatTable:
             all_chats = result.scalars().all()
             return [ChatModel.model_validate(chat) for chat in all_chats]
 
+    async def get_chat_metas_by_chat_ids(
+        self,
+        chat_ids: list[str],
+        include_archived: bool = False,
+        db: AsyncSession | None = None,
+    ) -> list[dict]:
+        async with get_async_db_context(db) as session:
+            stmt = select(Chat.meta).filter(Chat.id.in_(chat_ids))
+            if not include_archived:
+                stmt = stmt.filter_by(archived=False)
+
+            result = await session.execute(stmt)
+            return [meta for meta in result.scalars().all() if isinstance(meta, dict)]
+
     # retrieve conversation
     async def get_chat_by_id(
         self,
@@ -1389,7 +1403,6 @@ class ChatTable:
                 for chat in all_chats
             ]
 
-
     async def get_chats_by_folder_ids_and_user_id(
         self, folder_ids: list[str], user_id: str, db: AsyncSession | None = None
     ) -> list[ChatModel]:

backend/open_webui/models/feedbacks.py

@@ -133,6 +133,12 @@ class ModelHistoryEntry(BaseModel):
     lost: int
 
 
+class ModelHistoryCounts(BaseModel):
+    date: str
+    won: int = 0
+    lost: int = 0
+
+
 class ModelHistoryResponse(BaseModel):
     model_id: str
     history: list[ModelHistoryEntry]
@@ -375,6 +381,45 @@ class FeedbackTable:
 
         return result
 
+    async def get_model_feedback_counts_by_day(
+        self,
+        model_id: str,
+        start_date: Optional[int] = None,
+        db: Optional[AsyncSession] = None,
+    ) -> list[ModelHistoryCounts]:
+        """Get aggregated feedback counts per day for a model, preserving all matching days."""
+        from collections import defaultdict
+        from datetime import datetime
+
+        async with get_async_db_context(db) as db:
+            stmt = select(Feedback.created_at, Feedback.data).filter(Feedback.data['model_id'].as_string() == model_id)
+            if start_date is not None:
+                stmt = stmt.filter(Feedback.created_at >= start_date)
+
+            result = await db.execute(stmt.order_by(Feedback.created_at.asc()))
+            rows = result.all()
+
+        daily_counts = defaultdict(lambda: {'won': 0, 'lost': 0})
+
+        for created_at, data in rows:
+            if not data:
+                continue
+
+            rating_str = str(data.get('rating', ''))
+            if rating_str not in ('1', '-1'):
+                continue
+
+            date_str = datetime.fromtimestamp(created_at).strftime('%Y-%m-%d')
+            if rating_str == '1':
+                daily_counts[date_str]['won'] += 1
+            else:
+                daily_counts[date_str]['lost'] += 1
+
+        return [
+            ModelHistoryCounts(date=date_str, won=counts['won'], lost=counts['lost'])
+            for date_str, counts in sorted(daily_counts.items())
+        ]
+
     async def get_feedbacks_by_type(self, type: str, db: Optional[AsyncSession] = None) -> list[FeedbackModel]:
         async with get_async_db_context(db) as db:
             result = await db.execute(select(Feedback).filter_by(type=type).order_by(Feedback.updated_at.desc()))

backend/open_webui/routers/analytics.py

@@ -367,6 +367,12 @@ async def get_model_overview(
 ):
     """Get model overview with feedback history and chat tags."""
 
+    # Calculate start date for history
+    now = datetime.now()
+    start_dt = None
+    if days > 0:
+        start_dt = now - timedelta(days=days)
+
     # Get chat IDs that used this model
     chat_ids = await ChatMessages.get_chat_ids_by_model_id(
         model_id=model_id,
@@ -377,31 +383,18 @@ async def get_model_overview(
         db=db,
     )
 
-    # Get feedback history per day
+    history_rows = await Feedbacks.get_model_feedback_counts_by_day(
-    history_counts: dict[str, dict] = defaultdict(lambda: {'won': 0, 'lost': 0})
+        model_id=model_id,
-
+        start_date=int(start_dt.timestamp()) if start_dt else None,
-    # Calculate start date for history
+        db=db,
-    now = datetime.now()
+    )
-    start_dt = None
+    history_counts = {
-    if days > 0:
+        entry.date: {
-        start_dt = now - timedelta(days=days)
+            'won': entry.won,
-
+            'lost': entry.lost,
-    for chat_id in chat_ids:
+        }
-        feedbacks = await Feedbacks.get_feedbacks_by_chat_id(chat_id, db=db)
+        for entry in history_rows
-        for fb in feedbacks:
+    }
-            if fb.data and 'rating' in fb.data:
-                rating = fb.data['rating']
-                fb_date = datetime.fromtimestamp(fb.created_at)
-
-                # Filter by date range
-                if start_dt and fb_date < start_dt:
-                    continue
-
-                date_str = fb_date.strftime('%Y-%m-%d')
-                if rating == 1:
-                    history_counts[date_str]['won'] += 1
-                elif rating == -1:
-                    history_counts[date_str]['lost'] += 1
 
     # Fill in missing days
     history = []
@@ -430,10 +423,14 @@ async def get_model_overview(
 
     # Get chat tags
     tag_counts: dict[str, int] = defaultdict(int)
-    for chat_id in chat_ids:
+    if chat_ids:
-        chat = await Chats.get_chat_by_id(chat_id, db=db)
+        chat_metas = await Chats.get_chat_metas_by_chat_ids(
-        if chat and chat.meta:
+            chat_ids,
-            for tag in chat.meta.get('tags', []):
+            include_archived=True,
+            db=db,
+        )
+        for meta in chat_metas:
+            for tag in meta.get('tags', []):
                 tag_counts[tag] += 1
 
     # Sort by count and take top 10

backend/open_webui/utils/models.py

@@ -368,7 +368,11 @@ async def get_all_models(request, refresh: bool = False, user: UserModel = None)
 
     models_dict = {model['id']: model for model in models}
     if isinstance(request.app.state.MODELS, RedisDict):
-        request.app.state.MODELS.set(models_dict)
+        try:
+            request.app.state.MODELS.set(models_dict)
+        except Exception as e:
+            log.warning(f'Failed to update Redis model cache, using in-process cache: {e}')
+            request.app.state.MODELS = models_dict
     else:
         request.app.state.MODELS = models_dict
 

src/lib/components/admin/Evaluations/Leaderboard.svelte

@@ -46,8 +46,9 @@
 		try {
 			const result = await getLeaderboard(localStorage.token, searchQuery);
 			const statsMap = new Map((result?.entries ?? []).map((e) => [e.model_id, e]));
+			const modelMap = new Map(($models ?? []).map((m) => [m.id, m]));
 
-			rankedModels = $models
+			const activeModels = $models
 				.filter((m) => m?.owned_by !== 'arena' && !m?.info?.meta?.hidden)
 				.map((model) => {
 					const s = statsMap.get(model.id);
@@ -61,12 +62,27 @@
 						},
 						top_tags: s?.top_tags ?? []
 					};
-				})
-				.sort((a, b) => {
-					if (a.rating === '-') return 1;
-					if (b.rating === '-') return -1;
-					return b.rating - a.rating;
 				});
+
+			const evaluatedModels = (result?.entries ?? [])
+				.filter((entry) => !modelMap.has(entry.model_id))
+				.map((entry) => ({
+					id: entry.model_id,
+					name: entry.model_id,
+					rating: entry.rating,
+					stats: {
+						count: entry.won + entry.lost,
+						won: entry.won.toString(),
+						lost: entry.lost.toString()
+					},
+					top_tags: entry.top_tags ?? []
+				}));
+
+			rankedModels = [...activeModels, ...evaluatedModels].sort((a, b) => {
+				if (a.rating === '-') return 1;
+				if (b.rating === '-') return -1;
+				return b.rating - a.rating;
+			});
 		} catch (err) {
 			console.error('Leaderboard load failed:', err);
 		}