import logging
import asyncio
import re
import time
from typing import Optional, List, Any, Dict
from collections import deque
from core.schema import StandardMessage, StandardResponse
from core.adapters.qianniu_adapter import QianniuAdapter
from core.pydantic_ai_agent_v2 import CustomerServiceBrain
from core.events.event_bus import bus
from core.repository import repo

logger = logging.getLogger("cs_agent")

class SystemOrchestrator:
    """
    全系统总编排：具备转接冷却、防抖合并、多消息去重、以及精准日志。
    """
    def __init__(self, ws_client=None):
        self.ws_client = ws_client
        self.qianniu_adapter = QianniuAdapter(ws_client)
        self.brain = CustomerServiceBrain()
        
        # 1. 消息 ID 去重
        self._processed_msg_ids = deque(maxlen=200)
        
        # 2. 转接冷却存储 (customer_id -> last_transfer_time)
        self._last_transfer_time: Dict[str, float] = {}
        
        # 3. 防抖配置
        self._debounce_seconds = 5.0
        self._debounce_tasks: Dict[str, asyncio.Task] = {}
        self._pending_messages: Dict[str, List[StandardMessage]] = {}
        self._user_locks: Dict[str, asyncio.Lock] = {}

        bus.subscribe("MESSAGE_OUTBOUND", self.handle_outbound_event)

    def _get_user_lock(self, user_id: str) -> asyncio.Lock:
        if user_id not in self._user_locks:
            self._user_locks[user_id] = asyncio.Lock()
        return self._user_locks[user_id]

    async def on_raw_message_received(self, platform: str, raw_data: dict):
        """链路入口"""
        try:
            if platform != "qianniu": return

            std_msg, direction = await self.qianniu_adapter.translate_inbound(raw_data)
            
            # 过滤心跳
            if not std_msg.content.strip() and not std_msg.image_urls: return

            # 如果是商家人工回复，静默入库
            if direction == "out":
                await repo.save_chat(platform, std_msg.user_id, std_msg.content, "out", acc_id=std_msg.acc_id)
                return

            # 订单消息处理：静默记录
            if "[系统订单信息]" in std_msg.content:
                await self._handle_order_packet(platform, std_msg)
                await repo.save_chat(platform, std_msg.user_id, std_msg.content, "in", acc_id=std_msg.acc_id)
                return

            # ID 去重
            if std_msg.msg_id:
                if std_msg.msg_id in self._processed_msg_ids: return
                self._processed_msg_ids.append(std_msg.msg_id)

            # 进入防抖
            user_id = std_msg.user_id
            if user_id in self._debounce_tasks: self._debounce_tasks[user_id].cancel()
            if user_id not in self._pending_messages: self._pending_messages[user_id] = []
            self._pending_messages[user_id].append(std_msg)
            
            self._debounce_tasks[user_id] = asyncio.create_task(self._debounced_process(user_id, platform))
            
        except Exception as e:
            logger.error(f"[Orchestrator] 处理失败: {e}")

    async def _handle_order_packet(self, platform: str, msg: StandardMessage):
        try:
            price_match = re.search(r"订单金额:金额:\s*([\d\.]+)元", msg.content)
            if price_match: await repo.update_task_price(platform, msg.user_id, float(price_match.group(1)))
            if "买家已付款" in msg.content: await repo.update_task_outcome(platform, msg.user_id, "deal_success")
            elif any(k in msg.content for k in ["退款", "已关闭", "已取消"]): await repo.update_task_outcome(platform, msg.user_id, "refunded")
        except Exception: pass

    async def _debounced_process(self, user_id: str, platform: str):
        try:
            await asyncio.sleep(self._debounce_seconds)
            async with self._get_user_lock(user_id):
                messages = self._pending_messages.pop(user_id, [])
                if not messages: return
                
                # A. 合并与元数据修复
                combined_content = "\n".join([m.content for m in messages if m.content.strip()])
                all_image_urls = []
                acc_id = messages[-1].acc_id
                acc_type = messages[-1].acc_type
                for m in messages:
                    for url in m.image_urls:
                        if url not in all_image_urls: all_image_urls.append(url)
                
                # 防抖合并后的消息仍需有 msg_id，避免触发 StandardMessage 校验失败
                merged_msg_id = messages[-1].msg_id if messages[-1].msg_id else f"merged-{user_id}-{int(time.time() * 1000)}"
                final_msg = StandardMessage(
                    platform=platform,
                    msg_id=merged_msg_id,
                    user_id=user_id,
                    content=combined_content,
                    image_urls=all_image_urls,
                    acc_id=acc_id,
                    acc_type=acc_type
                )

                # B. 持久化
                db_content = combined_content
                if all_image_urls: db_content = f"【系统：已收到{len(all_image_urls)}张图】\n{combined_content}"
                await repo.save_chat(platform, user_id, db_content, "in", acc_id=acc_id)

                # C. 冷却检查：如果 60秒内发过转接，告诉大脑“已处于转接中”
                is_in_cooldown = (time.time() - self._last_transfer_time.get(user_id, 0)) < 60
                
                # D. 思考
                history = await repo.get_chat_history(user_id, limit=10)
                if history and history[-1]['content'] == db_content: history = history[:-1]

                # 如果在冷却中，在当前消息里注入“当前已在转接中”的信息
                if is_in_cooldown:
                    final_msg.content = f"【系统：当前已向设计师发出转接请求，请勿再次调用转接工具】\n{final_msg.content}"

                std_res = await self.brain.think_and_reply(final_msg, history=history)

                # E. 发送并记录时间
                if std_res.should_reply:
                    # 关键修复：补全发送时的元数据，解决日志 customer_id 为空的问题
                    std_res.metadata = {"acc_id": acc_id, "acc_type": acc_type}
                    await self.qianniu_adapter.translate_outbound(std_res, user_id)
                    await repo.save_chat(platform, user_id, std_res.reply_content, "out", acc_id=acc_id)
                    
                    if "[转移会话]" in std_res.reply_content:
                        self._last_transfer_time[user_id] = time.time()

        except asyncio.CancelledError: pass
        except Exception as e: logger.exception(f"[Orchestrator] 处理失败: {e}")

    async def handle_outbound_event(self, user_id: str, platform: str, response: StandardResponse):
        if platform == "qianniu":
            await self.qianniu_adapter.translate_outbound(response, user_id)

# 全局单例
orchestrator: Optional[SystemOrchestrator] = None
def init_orchestrator(ws_client):
    global orchestrator
    orchestrator = SystemOrchestrator(ws_client)
    return orchestrator