mirror of
https://github.com/fawney19/Aether.git
synced 2026-01-08 02:32:27 +08:00
200 lines
6.5 KiB
Python
200 lines
6.5 KiB
Python
"""
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缓存同步服务(Redis Pub/Sub)
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提供分布式缓存失效同步功能,用于多实例部署场景。
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当一个实例修改数据并失效本地缓存时,通过 Redis pub/sub 通知其他实例同步失效。
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使用场景:
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1. 多实例部署时,确保所有实例的缓存一致性
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2. GlobalModel/Model 变更时,同步失效所有实例的缓存
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"""
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import asyncio
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import json
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from typing import Callable, Dict, Optional
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import redis.asyncio as aioredis
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from src.core.logger import logger
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from src.clients.redis_client import get_redis_client_sync
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from src.core.logger import logger
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class CacheSyncService:
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"""
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缓存同步服务
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通过 Redis pub/sub 实现分布式缓存失效同步
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"""
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# Redis 频道名称
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CHANNEL_GLOBAL_MODEL = "cache:invalidate:global_model"
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CHANNEL_MODEL = "cache:invalidate:model"
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CHANNEL_CLEAR_ALL = "cache:invalidate:clear_all"
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def __init__(self, redis_client: aioredis.Redis):
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"""
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初始化缓存同步服务
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Args:
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redis_client: Redis 客户端实例
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"""
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self._redis = redis_client
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self._pubsub: Optional[aioredis.client.PubSub] = None
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self._listener_task: Optional[asyncio.Task] = None
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self._handlers: Dict[str, Callable] = {}
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self._running = False
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async def start(self):
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"""启动缓存同步服务(订阅 Redis 频道)"""
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if self._running:
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logger.warning("[CacheSync] 服务已在运行")
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return
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try:
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self._pubsub = self._redis.pubsub()
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# 订阅所有缓存失效频道
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await self._pubsub.subscribe(
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self.CHANNEL_GLOBAL_MODEL,
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self.CHANNEL_MODEL,
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self.CHANNEL_CLEAR_ALL,
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)
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# 启动监听任务
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self._listener_task = asyncio.create_task(self._listen())
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self._running = True
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logger.info("[CacheSync] 缓存同步服务已启动,订阅频道: "
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f"{self.CHANNEL_GLOBAL_MODEL}, "
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f"{self.CHANNEL_MODEL}, {self.CHANNEL_CLEAR_ALL}")
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except Exception as e:
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logger.error(f"[CacheSync] 启动失败: {e}")
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raise
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async def stop(self):
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"""停止缓存同步服务"""
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if not self._running:
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return
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self._running = False
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# 取消监听任务
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if self._listener_task:
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self._listener_task.cancel()
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try:
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await self._listener_task
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except asyncio.CancelledError:
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pass
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# 取消订阅
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if self._pubsub:
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await self._pubsub.unsubscribe()
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await self._pubsub.close()
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logger.info("[CacheSync] 缓存同步服务已停止")
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def register_handler(self, channel: str, handler: Callable):
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"""
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注册缓存失效处理器
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Args:
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channel: Redis 频道名称
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handler: 处理函数(接收消息数据作为参数)
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"""
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self._handlers[channel] = handler
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logger.debug(f"[CacheSync] 注册处理器: {channel}")
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async def _listen(self):
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"""监听 Redis pub/sub 消息"""
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logger.info("[CacheSync] 开始监听缓存失效消息")
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try:
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async for message in self._pubsub.listen():
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if message["type"] == "message":
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channel = message["channel"]
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data = message["data"]
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# 解析消息
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try:
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payload = json.loads(data)
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logger.debug(f"[CacheSync] 收到消息: {channel} -> {payload}")
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# 调用注册的处理器
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if channel in self._handlers:
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handler = self._handlers[channel]
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await handler(payload)
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else:
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logger.warning(f"[CacheSync] 未找到处理器: {channel}")
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except json.JSONDecodeError as e:
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logger.error(f"[CacheSync] 消息解析失败: {data}, 错误: {e}")
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except Exception as e:
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logger.error(f"[CacheSync] 处理消息失败: {channel}, 错误: {e}")
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except asyncio.CancelledError:
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logger.info("[CacheSync] 监听任务已取消")
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except Exception as e:
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logger.error(f"[CacheSync] 监听失败: {e}")
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async def publish_global_model_changed(self, model_name: str):
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"""发布 GlobalModel 变更通知"""
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await self._publish(self.CHANNEL_GLOBAL_MODEL, {"model_name": model_name})
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async def publish_model_changed(self, provider_id: str, global_model_id: str):
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"""发布 Model 变更通知"""
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await self._publish(
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self.CHANNEL_MODEL, {"provider_id": provider_id, "global_model_id": global_model_id}
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)
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async def publish_clear_all(self):
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"""发布清空所有缓存通知"""
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await self._publish(self.CHANNEL_CLEAR_ALL, {})
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async def _publish(self, channel: str, data: dict):
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"""发布消息到 Redis 频道"""
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try:
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message = json.dumps(data)
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await self._redis.publish(channel, message)
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logger.debug(f"[CacheSync] 发布消息: {channel} -> {data}")
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except Exception as e:
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logger.error(f"[CacheSync] 发布消息失败: {channel}, 错误: {e}")
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# 全局单例
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_cache_sync_service: Optional[CacheSyncService] = None
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async def get_cache_sync_service(redis_client: aioredis.Redis = None) -> Optional[CacheSyncService]:
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"""
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获取缓存同步服务实例
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Args:
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redis_client: Redis 客户端实例(首次调用时需要提供)
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Returns:
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CacheSyncService 实例,如果 Redis 不可用返回 None
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"""
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global _cache_sync_service
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if _cache_sync_service is None:
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if redis_client is None:
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# 尝试获取全局 Redis 客户端
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redis_client = get_redis_client_sync()
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if redis_client is None:
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logger.warning("[CacheSync] Redis 不可用,分布式缓存同步已禁用")
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return None
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_cache_sync_service = CacheSyncService(redis_client)
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logger.info("[CacheSync] 缓存同步服务已初始化")
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return _cache_sync_service
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async def close_cache_sync_service():
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"""关闭缓存同步服务"""
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global _cache_sync_service
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if _cache_sync_service:
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await _cache_sync_service.stop()
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_cache_sync_service = None
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