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AIRegulation-DocAnalysis/backend/app/services/agent/session_manager.py

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2026-05-14 15:07:34 +08:00
# src/services/agent/session_manager.py
"""多轮对话会话管理"""
import time
import uuid
from typing import Dict, List, Optional
from dataclasses import dataclass, field
from loguru import logger
@dataclass
class ChatMessage:
"""对话消息"""
role: str # "user" / "assistant" / "system"
content: str
timestamp: int
sources: List[Dict] = field(default_factory=list)
metadata: Dict = field(default_factory=dict)
@dataclass
class ChatSession:
"""对话会话"""
session_id: str
messages: List[ChatMessage] = field(default_factory=list)
created_at: int = field(default_factory=lambda: int(time.time()))
updated_at: int = field(default_factory=lambda: int(time.time()))
metadata: Dict = field(default_factory=dict)
def add_user_message(self, content: str) -> ChatMessage:
"""添加用户消息"""
message = ChatMessage(
role="user",
content=content,
timestamp=int(time.time())
)
self.messages.append(message)
self.updated_at = int(time.time())
return message
def add_assistant_message(
self,
content: str,
sources: List[Dict] = None
) -> ChatMessage:
"""添加助手消息"""
message = ChatMessage(
role="assistant",
content=content,
timestamp=int(time.time()),
sources=sources or []
)
self.messages.append(message)
self.updated_at = int(time.time())
return message
def get_history(self, max_turns: int = 5) -> List[Dict[str, str]]:
"""获取历史对话用于LLM上下文"""
history = []
# 获取最近N轮对话每轮包含user + assistant
recent_messages = self.messages[-(max_turns * 2):]
for msg in recent_messages:
history.append({
"role": msg.role,
"content": msg.content
})
return history
def clear_history(self):
"""清空对话历史"""
self.messages = []
self.updated_at = int(time.time())
logger.info(f"会话历史已清空: {self.session_id}")
@property
def message_count(self) -> int:
"""消息数量"""
return len(self.messages)
@property
def is_empty(self) -> bool:
"""是否为空会话"""
return len(self.messages) == 0
class SessionManager:
"""
会话管理器
功能
- 创建/获取/删除会话
- 会话超时清理
- 会话历史记录管理
使用示例
manager = SessionManager()
# 创建会话
session = manager.create_session()
# 添加消息
session.add_user_message("什么是机动车安全技术检验?")
session.add_assistant_message("根据GB 7258...", sources=[...])
# 获取历史用于LLM多轮对话
history = session.get_history(max_turns=3)
"""
def __init__(
self,
max_sessions: int = 100,
session_timeout_minutes: int = 30
):
"""
初始化会话管理器
Args:
max_sessions: 最大会话数量
session_timeout_minutes: 会话超时时间分钟
"""
self.max_sessions = max_sessions
self.session_timeout = session_timeout_minutes * 60
# 会话存储(内存)
self._sessions: Dict[str, ChatSession] = {}
logger.info(f"会话管理器初始化: max_sessions={max_sessions}, timeout={session_timeout_minutes}min")
def create_session(self, metadata: Dict = None) -> ChatSession:
"""
创建新会话
Args:
metadata: 会话元数据可选
Returns:
ChatSession: 新创建的会话
"""
# 检查会话数量限制
if len(self._sessions) >= self.max_sessions:
# 清理过期会话
self._cleanup_expired_sessions()
# 如果仍然超出限制,删除最老的会话
if len(self._sessions) >= self.max_sessions:
oldest_id = min(
self._sessions.keys(),
key=lambda x: self._sessions[x].created_at
)
self.delete_session(oldest_id)
logger.warning(f"删除最老会话以腾出空间: {oldest_id}")
session_id = str(uuid.uuid4())[:8]
session = ChatSession(
session_id=session_id,
metadata=metadata or {}
)
self._sessions[session_id] = session
logger.info(f"创建新会话: {session_id}")
return session
def get_session(self, session_id: str) -> Optional[ChatSession]:
"""
获取会话
Args:
session_id: 会话ID
Returns:
ChatSession: 会话对象如不存在返回None
"""
session = self._sessions.get(session_id)
if session:
# 检查是否过期
if self._is_session_expired(session):
self.delete_session(session_id)
logger.info(f"会话已过期,已删除: {session_id}")
return None
return session
def delete_session(self, session_id: str) -> bool:
"""
删除会话
Args:
session_id: 会话ID
Returns:
bool: 是否成功删除
"""
if session_id in self._sessions:
del self._sessions[session_id]
logger.info(f"删除会话: {session_id}")
return True
return False
def list_sessions(self) -> List[Dict]:
"""
列出所有会话
Returns:
List[Dict]: 会话列表摘要
"""
return [
{
"session_id": s.session_id,
"message_count": s.message_count,
"created_at": s.created_at,
"updated_at": s.updated_at
}
for s in self._sessions.values()
]
def _is_session_expired(self, session: ChatSession) -> bool:
"""检查会话是否过期"""
current_time = int(time.time())
return (current_time - session.updated_at) > self.session_timeout
def _cleanup_expired_sessions(self) -> int:
"""清理过期会话"""
expired_ids = [
sid for sid, session in self._sessions.items()
if self._is_session_expired(session)
]
for sid in expired_ids:
self.delete_session(sid)
if expired_ids:
logger.info(f"清理过期会话: {len(expired_ids)}")
return len(expired_ids)
def get_session_count(self) -> int:
"""获取当前会话数量"""
return len(self._sessions)
def clear_all_sessions(self):
"""清空所有会话"""
self._sessions.clear()
logger.info("所有会话已清空")