194 lines
5.9 KiB
Python
194 lines
5.9 KiB
Python
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"""
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Redis 服务模块:用于会话状态存储和缓存
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"""
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import os
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import json
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import logging
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from typing import Optional, List, Dict, Any
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import redis.asyncio as aioredis
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logger = logging.getLogger(__name__)
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class RedisService:
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"""Redis 服务,用于存储对话历史和状态"""
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def __init__(self):
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"""初始化 Redis 连接"""
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self.redis_url = os.getenv("REDIS_URL", "redis://localhost:6379/0")
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self._client: Optional[aioredis.Redis] = None
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# 会话过期时间(默认 24 小时)
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self.session_ttl = int(os.getenv("REDIS_SESSION_TTL", "86400"))
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async def get_client(self) -> aioredis.Redis:
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"""获取 Redis 客户端(延迟初始化)"""
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if self._client is None:
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try:
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self._client = await aioredis.from_url(
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self.redis_url,
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encoding="utf-8",
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decode_responses=True
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)
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# 测试连接
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await self._client.ping()
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logger.info(f"Redis 连接成功: {self.redis_url}")
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except Exception as e:
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logger.error(f"Redis 连接失败: {e}")
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raise
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return self._client
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async def close(self):
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"""关闭 Redis 连接"""
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if self._client:
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await self._client.close()
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self._client = None
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# ==================== 对话历史管理 ====================
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def _conversation_key(self, conversation_id: str) -> str:
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"""生成对话历史的 Redis key"""
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return f"conversation:history:{conversation_id}"
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async def get_conversation_history(self, conversation_id: str) -> List[Dict[str, Any]]:
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"""
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获取对话历史
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Args:
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conversation_id: 对话 ID
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Returns:
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消息列表 [{"role": "human/ai", "content": "..."}]
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"""
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try:
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client = await self.get_client()
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key = self._conversation_key(conversation_id)
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data = await client.get(key)
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if data:
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return json.loads(data)
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return []
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except Exception as e:
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logger.error(f"获取对话历史失败: {e}")
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return []
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async def add_message(
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self,
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conversation_id: str,
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role: str,
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content: str
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) -> bool:
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"""
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添加消息到对话历史
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Args:
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conversation_id: 对话 ID
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role: 角色 ("human" 或 "ai")
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content: 消息内容
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Returns:
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是否成功
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"""
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try:
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client = await self.get_client()
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key = self._conversation_key(conversation_id)
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# 获取现有历史
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history = await self.get_conversation_history(conversation_id)
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# 添加新消息
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history.append({"role": role, "content": content})
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# 保存回 Redis(带过期时间)
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await client.setex(key, self.session_ttl, json.dumps(history, ensure_ascii=False))
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return True
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except Exception as e:
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logger.error(f"添加消息失败: {e}")
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return False
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async def clear_conversation_history(self, conversation_id: str) -> bool:
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"""
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清除对话历史
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Args:
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conversation_id: 对话 ID
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Returns:
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是否成功
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"""
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try:
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client = await self.get_client()
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key = self._conversation_key(conversation_id)
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await client.delete(key)
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return True
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except Exception as e:
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logger.error(f"清除对话历史失败: {e}")
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return False
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async def extend_session_ttl(self, conversation_id: str) -> bool:
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"""
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延长会话过期时间
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Args:
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conversation_id: 对话 ID
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Returns:
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是否成功
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"""
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try:
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client = await self.get_client()
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key = self._conversation_key(conversation_id)
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await client.expire(key, self.session_ttl)
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return True
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except Exception as e:
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logger.error(f"延长会话TTL失败: {e}")
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return False
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# ==================== 通用缓存方法 ====================
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async def set_cache(self, key: str, value: Any, ttl: Optional[int] = None) -> bool:
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"""设置缓存"""
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try:
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client = await self.get_client()
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data = json.dumps(value, ensure_ascii=False) if not isinstance(value, str) else value
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if ttl:
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await client.setex(key, ttl, data)
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else:
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await client.set(key, data)
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return True
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except Exception as e:
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logger.error(f"设置缓存失败: {e}")
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return False
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async def get_cache(self, key: str) -> Optional[Any]:
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"""获取缓存"""
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try:
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client = await self.get_client()
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data = await client.get(key)
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if data:
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try:
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return json.loads(data)
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except json.JSONDecodeError:
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return data
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return None
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except Exception as e:
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logger.error(f"获取缓存失败: {e}")
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return None
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async def delete_cache(self, key: str) -> bool:
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"""删除缓存"""
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try:
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client = await self.get_client()
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await client.delete(key)
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return True
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except Exception as e:
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logger.error(f"删除缓存失败: {e}")
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return False
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def is_available(self) -> bool:
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"""检查 Redis 是否可用"""
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return self._client is not None
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# 创建全局实例
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redis_service = RedisService()
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