"""
Conversation Service for Multi-turn Chat
Server-side session management
"""
from typing import List, Dict, Optional
from datetime import datetime
from pymongo.collection import Collection
import uuid


class ConversationService:
    """
    Manages multi-turn conversation history với server-side session
    """
    
    def __init__(self, mongo_collection: Collection, max_history: int = 10):
        """
        Args:
            mongo_collection: MongoDB collection for storing conversations
            max_history: Maximum số messages giữ lại (sliding window)
        """
        self.collection = mongo_collection
        self.max_history = max_history
        
        # Create indexes
        self._ensure_indexes()
    
    def _ensure_indexes(self):
        """Create necessary indexes"""
        try:
            self.collection.create_index("session_id", unique=True)
            self.collection.create_index("user_id")  # NEW: Index for user filtering
            # Auto-delete sessions sau 7 ngày không dùng
            self.collection.create_index(
                "updated_at", 
                expireAfterSeconds=604800  # 7 days
            )
            print("✓ Conversation indexes created")
        except Exception as e:
            print(f"Conversation indexes already exist or error: {e}")
    
    def create_session(self, metadata: Optional[Dict] = None, user_id: Optional[str] = None) -> str:
        """
        Create new conversation session
        
        Args:
            metadata: Additional metadata
            user_id: User identifier (optional)
        
        Returns:
            session_id (UUID string)
        """
        session_id = str(uuid.uuid4())
        
        self.collection.insert_one({
            "session_id": session_id,
            "user_id": user_id,  # NEW: Store user_id
            "messages": [],
            "scenario_state": None,  # NEW: Scenario state
            "metadata": metadata or {},
            "created_at": datetime.utcnow(),
            "updated_at": datetime.utcnow()
        })
        
        return session_id
    
    def add_message(
        self, 
        session_id: str, 
        role: str, 
        content: str,
        metadata: Optional[Dict] = None
    ):
        """
        Add message to conversation history
        
        Args:
            session_id: Session identifier
            role: "user" or "assistant"
            content: Message text
            metadata: Additional info (rag_stats, tool_calls, etc.)
        """
        message = {
            "role": role,
            "content": content,
            "timestamp": datetime.utcnow().isoformat(),
            "metadata": metadata or {}
        }
        
        # Upsert: tạo session nếu chưa tồn tại
        self.collection.update_one(
            {"session_id": session_id},
            {
                "$push": {
                    "messages": {
                        "$each": [message],
                        "$slice": -self.max_history  # Keep only last N messages
                    }
                },
                "$set": {"updated_at": datetime.utcnow()}
            },
            upsert=True
        )
    
    def get_conversation_history(
        self, 
        session_id: str,
        limit: Optional[int] = None,
        include_metadata: bool = False
    ) -> List[Dict]:
        """
        Get conversation messages for LLM context
        
        Args:
            session_id: Session identifier
            limit: Override max_history với số lượng tùy chỉnh
            include_metadata: Include metadata trong response
        
        Returns:
            List of messages in format: [{"role": "user", "content": "..."}, ...]
        """
        session = self.collection.find_one({"session_id": session_id})
        
        if not session:
            return []
        
        messages = session.get("messages", [])
        
        # Limit to recent messages
        if limit:
            messages = messages[-limit:]
        else:
            messages = messages[-self.max_history:]
        
        # Format for LLM
        if include_metadata:
            return messages
        else:
            return [
                {
                    "role": msg["role"],
                    "content": msg["content"]
                }
                for msg in messages
            ]
    
    def get_session_info(self, session_id: str) -> Optional[Dict]:
        """
        Get session metadata
        
        Returns:
            Session info hoặc None nếu không tồn tại
        """
        session = self.collection.find_one(
            {"session_id": session_id},
            {"_id": 0, "session_id": 1, "user_id": 1, "created_at": 1, "updated_at": 1, "metadata": 1}
        )
        return session
    
    def clear_session(self, session_id: str) -> bool:
        """
        Clear conversation history for session
        
        Returns:
            True nếu xóa thành công, False nếu session không tồn tại
        """
        result = self.collection.delete_one({"session_id": session_id})
        return result.deleted_count > 0
    
    def session_exists(self, session_id: str) -> bool:
        """
        Check if session exists
        """
        return self.collection.count_documents({"session_id": session_id}) > 0
    
    def get_last_user_message(self, session_id: str) -> Optional[str]:
        """
        Get the last user message in conversation
        Useful for context extraction
        """
        session = self.collection.find_one({"session_id": session_id})
        if not session:
            return None
        
        messages = session.get("messages", [])
        # Tìm message cuối cùng từ user
        for msg in reversed(messages):
            if msg["role"] == "user":
                return msg["content"]
        
        return None
    
    def list_sessions(
        self,
        limit: int = 50,
        skip: int = 0,
        sort_by: str = "updated_at",
        descending: bool = True,
        user_id: Optional[str] = None  # NEW: Filter by user
    ) -> List[Dict]:
        """
        List all conversation sessions
        
        Args:
            limit: Maximum number of sessions to return
            skip: Number of sessions to skip (for pagination)
            sort_by: Field to sort by (created_at, updated_at)
            descending: Sort in descending order
            user_id: Filter sessions by user_id (optional)
        
        Returns:
            List of session summaries
        """
        sort_order = -1 if descending else 1
        
        # Build query filter
        query = {}
        if user_id:
            query["user_id"] = user_id
        
        sessions = self.collection.find(
            query,  # Use query filter
            {"_id": 0, "session_id": 1, "user_id": 1, "created_at": 1, "updated_at": 1, "metadata": 1}
        ).sort(sort_by, sort_order).skip(skip).limit(limit)
        
        result = []
        for session in sessions:
            # Count messages
            message_count = len(
                self.collection.find_one({"session_id": session["session_id"]}, {"messages": 1})
                .get("messages", [])
            )
            
            result.append({
                "session_id": session["session_id"],
                "user_id": session.get("user_id"),  # NEW: Include user_id
                "created_at": session["created_at"],
                "updated_at": session["updated_at"],
                "message_count": message_count,
                "metadata": session.get("metadata", {})
            })
        
        return result
    
    def count_sessions(self, user_id: Optional[str] = None) -> int:
        """
        Get total number of sessions
        
        Args:
            user_id: Filter count by user_id (optional)
        """
        query = {}
        if user_id:
            query["user_id"] = user_id
        return self.collection.count_documents(query)
    
    # ===== Scenario State Management =====
    
    def get_scenario_state(self, session_id: str) -> Optional[Dict]:
        """
        Get current scenario state for session
        
        Returns:
            {
                "active_scenario": "price_inquiry",
                "scenario_step": 3,
                "scenario_data": {...},
                "last_activity": "..."
            }
            or None if no active scenario
        """
        session = self.collection.find_one({"session_id": session_id})
        if not session:
            return None
        return session.get("scenario_state")
    
    def set_scenario_state(self, session_id: str, state: Dict):
        """
        Set scenario state for session
        
        Args:
            session_id: Session ID
            state: Scenario state dict
        """
        self.collection.update_one(
            {"session_id": session_id},
            {
                "$set": {
                    "scenario_state": state,
                    "updated_at": datetime.utcnow()
                }
            },
            upsert=True
        )
    
    def clear_scenario(self, session_id: str):
        """
        Clear scenario state (end scenario)
        """
        self.collection.update_one(
            {"session_id": session_id},
            {
                "$set": {
                    "scenario_state": None,
                    "updated_at": datetime.utcnow()
                }
            }
        )