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2 changed files with 234 additions and 7 deletions
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@ -210,6 +210,47 @@ class ChatUsageStatsListResponse(BaseModel):
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model_config = ConfigDict(extra="allow")
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model_config = ConfigDict(extra="allow")
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class MessageStats(BaseModel):
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id: str
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role: str
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model: Optional[str] = None
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content_length: int
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token_count: Optional[int] = None
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timestamp: Optional[int] = None
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rating: Optional[int] = None # Derived from message.annotation.rating
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class ChatHistoryStats(BaseModel):
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messages: dict[str, MessageStats]
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currentId: Optional[str] = None
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class ChatBody(BaseModel):
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history: ChatHistoryStats
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class AggregateChatStats(BaseModel):
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average_response_time: float
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average_user_message_content_length: float
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average_assistant_message_content_length: float
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models: dict[str, int]
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message_count: int
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history_models: dict[str, int]
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history_message_count: int
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history_user_message_count: int
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history_assistant_message_count: int
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class ChatStatsExport(BaseModel):
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id: str
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user_id: str
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created_at: int
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updated_at: int
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tags: list[str] = []
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stats: AggregateChatStats
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chat: ChatBody
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class ChatTable:
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class ChatTable:
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def _clean_null_bytes(self, obj):
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def _clean_null_bytes(self, obj):
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"""Recursively remove null bytes from strings in dict/list structures."""
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"""Recursively remove null bytes from strings in dict/list structures."""
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@ -750,14 +791,22 @@ class ChatTable:
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return [ChatModel.model_validate(chat) for chat in all_chats]
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return [ChatModel.model_validate(chat) for chat in all_chats]
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def get_chats_by_user_id(
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def get_chats_by_user_id(
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self, user_id: str, skip: Optional[int] = None, limit: Optional[int] = None
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self,
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user_id: str,
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filter: Optional[dict] = None,
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skip: Optional[int] = None,
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limit: Optional[int] = None,
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) -> ChatListResponse:
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) -> ChatListResponse:
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with get_db() as db:
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with get_db() as db:
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query = (
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query = db.query(Chat).filter_by(user_id=user_id)
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db.query(Chat)
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.filter_by(user_id=user_id)
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if filter:
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.order_by(Chat.updated_at.desc())
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if filter.get("start_time"):
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)
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query = query.filter(Chat.created_at >= filter.get("start_time"))
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if filter.get("end_time"):
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query = query.filter(Chat.created_at <= filter.get("end_time"))
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query = query.order_by(Chat.updated_at.desc())
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total = query.count()
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total = query.count()
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@ -13,6 +13,11 @@ from open_webui.models.chats import (
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ChatResponse,
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ChatResponse,
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Chats,
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Chats,
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ChatTitleIdResponse,
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ChatTitleIdResponse,
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ChatStatsExport,
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AggregateChatStats,
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ChatBody,
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ChatHistoryStats,
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MessageStats,
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)
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)
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from open_webui.models.tags import TagModel, Tags
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from open_webui.models.tags import TagModel, Tags
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from open_webui.models.folders import Folders
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from open_webui.models.folders import Folders
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@ -192,11 +197,184 @@ def get_session_user_chat_usage_stats(
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)
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)
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############################
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############################
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# DeleteAllChats
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# GetChatStatsExport
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############################
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############################
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@router.get("/stats/export", response_model=list[ChatStatsExport])
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async def export_chat_stats(
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request: Request,
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start_time: Optional[int] = None,
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end_time: Optional[int] = None,
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page: Optional[int] = 1,
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user=Depends(get_verified_user),
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):
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# Check if the user has permission to share/export chats
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if (user.role != "admin") and (
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not request.app.state.config.ENABLE_COMMUNITY_SHARING
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):
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raise HTTPException(
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status_code=status.HTTP_401_UNAUTHORIZED,
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detail=ERROR_MESSAGES.ACCESS_PROHIBITED,
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)
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try:
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# Default pagination
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limit = 50
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skip = (page - 1) * limit
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# Fetch chats with date filtering
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filter = {}
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if start_time:
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filter["start_time"] = start_time
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if end_time:
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filter["end_time"] = end_time
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result = Chats.get_chats_by_user_id(
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user.id,
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skip=skip,
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limit=limit,
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filter=filter,
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)
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chat_stats_export_list = []
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for chat in result.items:
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messages_map = chat.chat.get("history", {}).get("messages", {})
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message_id = chat.chat.get("history", {}).get("currentId")
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history_models = {}
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history_message_count = len(messages_map)
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history_user_messages = []
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history_assistant_messages = []
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# --- Detailed Message Stats ---
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export_messages = {}
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for key, message in messages_map.items():
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content = message.get("content", "")
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if isinstance(content, str):
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content_length = len(content)
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else:
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content_length = 0 # Handle cases where content might be None or not string
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# Extract rating safely
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rating = message.get("annotation", {}).get("rating")
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export_messages[key] = MessageStats(
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id=message.get("id"),
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role=message.get("role"),
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model=message.get("model"),
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timestamp=message.get("timestamp"),
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content_length=content_length,
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token_count=None, # Populate if available, e.g. message.get("info", {}).get("token_count")
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rating=rating,
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)
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# --- Aggregation Logic (copied/adapted from usage stats) ---
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role = message.get("role", "")
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if role == "user":
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history_user_messages.append(message)
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elif role == "assistant":
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history_assistant_messages.append(message)
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model = message.get("model")
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if model:
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if model not in history_models:
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history_models[model] = 0
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history_models[model] += 1
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# Calculate Averages
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average_user_message_content_length = (
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sum(
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len(m.get("content", ""))
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for m in history_user_messages
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if isinstance(m.get("content"), str)
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)
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/ len(history_user_messages)
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if history_user_messages
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else 0
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)
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average_assistant_message_content_length = (
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sum(
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len(m.get("content", ""))
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for m in history_assistant_messages
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if isinstance(m.get("content"), str)
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)
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/ len(history_assistant_messages)
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if history_assistant_messages
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else 0
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)
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# Response Times
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response_times = []
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for message in history_assistant_messages:
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user_message_id = message.get("parentId", None)
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if user_message_id and user_message_id in messages_map:
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user_message = messages_map[user_message_id]
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# Ensure timestamps exist
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t1 = message.get("timestamp")
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t0 = user_message.get("timestamp")
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if t1 and t0:
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response_times.append(t1 - t0)
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average_response_time = (
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sum(response_times) / len(response_times) if response_times else 0
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)
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# Current Message List Logic (Main path)
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message_list = get_message_list(messages_map, message_id)
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message_count = len(message_list)
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models = {}
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for message in reversed(message_list):
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if message.get("role") == "assistant":
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model = message.get("model")
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if model:
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if model not in models:
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models[model] = 0
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models[model] += 1
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# Construct Aggregate Stats
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stats = AggregateChatStats(
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average_response_time=average_response_time,
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average_user_message_content_length=average_user_message_content_length,
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average_assistant_message_content_length=average_assistant_message_content_length,
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models=models,
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message_count=message_count,
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history_models=history_models,
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history_message_count=history_message_count,
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history_user_message_count=len(history_user_messages),
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history_assistant_message_count=len(history_assistant_messages),
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)
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# Construct Chat Body
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chat_body = ChatBody(
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history=ChatHistoryStats(messages=export_messages, currentId=message_id)
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)
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chat_stats_export_list.append(
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ChatStatsExport(
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id=chat.id,
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user_id=chat.user_id,
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created_at=chat.created_at,
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updated_at=chat.updated_at,
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tags=chat.meta.get("tags", []),
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stats=stats,
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chat=chat_body,
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)
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)
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return chat_stats_export_list
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except Exception as e:
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log.exception(e)
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raise HTTPException(
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status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()
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)
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@router.delete("/", response_model=bool)
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@router.delete("/", response_model=bool)
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async def delete_all_user_chats(request: Request, user=Depends(get_verified_user)):
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async def delete_all_user_chats(request: Request, user=Depends(get_verified_user)):
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