mirror of
https://github.com/jxxghp/MoviePilot.git
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419 lines
14 KiB
Python
419 lines
14 KiB
Python
import inspect
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from abc import ABC, abstractmethod
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from functools import wraps
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from typing import Any, Dict, Optional
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import redis
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from cachetools import TTLCache
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from cachetools.keys import hashkey
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from app.core.config import settings
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from app.log import logger
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# 默认缓存区
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DEFAULT_CACHE_REGION = "DEFAULT"
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class CacheBackend(ABC):
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"""
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缓存后端基类,定义通用的缓存接口
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"""
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@abstractmethod
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def set(self, key: str, value: Any, ttl: int, region: str = DEFAULT_CACHE_REGION, **kwargs) -> None:
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"""
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设置缓存
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:param key: 缓存的键
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:param value: 缓存的值
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:param ttl: 缓存的存活时间,单位秒
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:param region: 缓存的区
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:param kwargs: 其他参数
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"""
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pass
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@abstractmethod
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def get(self, key: str, region: str = DEFAULT_CACHE_REGION) -> Any:
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"""
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获取缓存
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:param key: 缓存的键
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:param region: 缓存的区
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:return: 返回缓存的值,如果缓存不存在返回 None
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"""
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pass
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@abstractmethod
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def delete(self, key: str, region: str = DEFAULT_CACHE_REGION) -> None:
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"""
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删除缓存
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:param key: 缓存的键
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:param region: 缓存的区
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"""
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pass
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@abstractmethod
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def clear(self, region: Optional[str] = None) -> None:
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"""
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清除指定区域的缓存或全部缓存
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:param region: 缓存的区
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"""
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pass
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@abstractmethod
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def close(self) -> None:
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"""
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关闭缓存连接
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"""
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pass
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@staticmethod
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def get_region(region: str = DEFAULT_CACHE_REGION):
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"""
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获取缓存的区
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"""
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return f"region:{region}" if region else "region:default"
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class CacheToolsBackend(CacheBackend):
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"""
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基于 `cachetools.TTLCache` 实现的缓存后端
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特性:
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- 支持动态设置缓存的 TTL(Time To Live,存活时间)和最大条目数(Maxsize)
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- 缓存实例按区域(region)划分,不同 region 拥有独立的缓存实例
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- 同一 region 共享相同的 TTL 和 Maxsize,设置时只能作用于整个 region
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限制:
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- 不支持按 `key` 独立隔离 TTL 和 Maxsize,仅支持作用于 region 级别
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"""
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def __init__(self, maxsize: int = 1000, ttl: int = 1800):
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"""
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初始化缓存实例
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:param maxsize: 缓存的最大条目数
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:param ttl: 默认缓存存活时间,单位秒
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"""
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self.maxsize = maxsize
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self.ttl = ttl
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# 存储各个 region 的缓存实例,region -> TTLCache
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self._region_caches: Dict[str, TTLCache] = {}
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def __get_region_cache(self, region: str) -> Optional[TTLCache]:
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"""
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获取指定区域的缓存实例,如果不存在则返回 None
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"""
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region = self.get_region(region)
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return self._region_caches.get(region)
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def set(self, key: str, value: Any, ttl: int = None, region: str = DEFAULT_CACHE_REGION, **kwargs) -> None:
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"""
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设置缓存值支持每个 key 独立配置 TTL 和 Maxsize
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:param key: 缓存的键
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:param value: 缓存的值
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:param ttl: 缓存的存活时间,单位秒如果未传入则使用默认值
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:param region: 缓存的区
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:param kwargs: maxsize: 缓存的最大条目数如果未传入则使用默认值
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"""
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ttl = ttl or self.ttl
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maxsize = kwargs.get("maxsize", self.maxsize)
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region = self.get_region(region)
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# 如果该 key 尚未有缓存实例,则创建一个新的 TTLCache 实例
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region_cache = self._region_caches.setdefault(region, TTLCache(maxsize=maxsize, ttl=ttl))
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# 设置缓存值
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region_cache[key] = value
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def get(self, key: str, region: str = DEFAULT_CACHE_REGION) -> Any:
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"""
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获取缓存的值
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:param key: 缓存的键
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:param region: 缓存的区
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:return: 返回缓存的值,如果缓存不存在返回 None
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"""
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region_cache = self.__get_region_cache(region)
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if region_cache is None:
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return None
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return region_cache.get(key)
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def delete(self, key: str, region: str = DEFAULT_CACHE_REGION) -> None:
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"""
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删除缓存
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:param key: 缓存的键
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:param region: 缓存的区
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"""
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region_cache = self.__get_region_cache(region)
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if region_cache is None:
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return None
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del region_cache[key]
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def clear(self, region: Optional[str] = None) -> None:
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"""
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清除指定区域的缓存或全部缓存
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:param region: 缓存的区
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"""
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if region:
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# 清理指定缓存区
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region_cache = self.__get_region_cache(region)
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if region_cache:
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region_cache.clear()
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logger.info(f"Cleared cache for region: {region}")
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else:
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# 清除所有区域的缓存
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for region_cache in self._region_caches.values():
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region_cache.clear()
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logger.info("Cleared all cache")
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def close(self) -> None:
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"""
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内存缓存不需要关闭资源
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"""
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pass
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class RedisBackend(CacheBackend):
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"""
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基于 Redis 实现的缓存后端,支持通过 Redis 存储缓存
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"""
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def __init__(self, redis_url: str = "redis://localhost", ttl: int = 1800):
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"""
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初始化 Redis 缓存实例
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:param redis_url: Redis 服务的 URL
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:param ttl: 缓存的存活时间,单位秒
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"""
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self.redis_url = redis_url
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self.ttl = ttl
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try:
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self.client = redis.Redis.from_url(
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redis_url,
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decode_responses=True,
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socket_timeout=30,
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socket_connect_timeout=5,
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max_connections=100,
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health_check_interval=60,
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)
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# 测试连接,确保 Redis 可用
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self.client.ping()
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logger.debug(f"Successfully connected to Redis")
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except redis.RedisError as e:
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logger.error(f"Failed to connect to Redis: {e}")
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raise RuntimeError("Redis connection failed") from e
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def get_redis_key(self, region: str, key: str) -> str:
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"""
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获取缓存 Key
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"""
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# 使用 region 作为缓存键的一部分
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region = self.get_region(region)
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return f"region:{region}:key:{key}"
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def set(self, key: str, value: Any, ttl: int = None, region: str = DEFAULT_CACHE_REGION, **kwargs) -> None:
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"""
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设置缓存
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:param key: 缓存的键
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:param value: 缓存的值
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:param ttl: 缓存的存活时间,单位秒如果未传入则使用默认值
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:param region: 缓存的区
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:param kwargs: kwargs
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"""
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try:
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ttl = ttl or self.ttl
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redis_key = self.get_redis_key(region, key)
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kwargs.pop("maxsize")
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self.client.set(redis_key, value, ex=ttl, **kwargs)
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except redis.RedisError as e:
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logger.error(f"Failed to set key: {key} in region: {region}, error: {e}")
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def get(self, key: str, region: str = DEFAULT_CACHE_REGION) -> Optional[Any]:
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"""
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获取缓存的值
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:param key: 缓存的键
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:param region: 缓存的区
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:return: 返回缓存的值,如果缓存不存在返回 None
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"""
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try:
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redis_key = self.get_redis_key(region, key)
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value = self.client.get(redis_key)
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return value
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except redis.RedisError as e:
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logger.error(f"Failed to get key: {key} in region: {region}, error: {e}")
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return None
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def delete(self, key: str, region: str = DEFAULT_CACHE_REGION) -> None:
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"""
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删除缓存
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:param key: 缓存的键
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:param region: 缓存的区
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"""
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try:
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redis_key = self.get_redis_key(region, key)
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self.client.delete(redis_key)
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except redis.RedisError as e:
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logger.error(f"Failed to delete key: {key} in region: {region}, error: {e}")
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def clear(self, region: Optional[str] = None) -> None:
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"""
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清除指定区域的缓存或全部缓存
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:param region: 缓存的区
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"""
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try:
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if region:
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pattern = f"region:{region}:key:*"
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for key in self.client.scan_iter(pattern):
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self.client.delete(key)
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logger.info(f"Cleared Redis cache for region: {region}")
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else:
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self.client.flushdb()
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logger.info("Cleared all Redis cache")
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except redis.RedisError as e:
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logger.error(f"Failed to clear cache, region: {region}, error: {e}")
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def close(self) -> None:
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"""
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关闭 Redis 客户端的连接池
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"""
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if self.client:
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self.client.close()
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def get_cache_backend(maxsize: int = 1000, ttl: int = 1800) -> CacheBackend:
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"""
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根据配置获取缓存后端实例
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:param maxsize: 缓存的最大条目数
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:param ttl: 缓存的默认存活时间,单位秒
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:return: 返回缓存后端实例
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"""
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cache_type = settings.CACHE_BACKEND_TYPE
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logger.debug(f"Cache backend type from settings: {cache_type}")
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if cache_type == "redis":
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redis_url = settings.CACHE_BACKEND_URL
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if redis_url:
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try:
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logger.debug(f"Attempting to use RedisBackend with URL: {redis_url}, TTL: {ttl}")
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return RedisBackend(redis_url=redis_url, ttl=ttl)
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except RuntimeError:
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logger.warning("Falling back to CacheToolsBackend due to Redis connection failure.")
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else:
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logger.debug("Cache backend type is redis, but no valid REDIS_URL found. "
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"Falling back to CacheToolsBackend.")
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# 如果不是 Redis,回退到内存缓存
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logger.debug(f"Using CacheToolsBackend with default maxsize: {maxsize}, TTL: {ttl}")
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return CacheToolsBackend(maxsize=maxsize, ttl=ttl)
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def cached(region: Optional[str] = None, maxsize: int = 1000, ttl: int = 1800,
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skip_none: bool = True, skip_empty: bool = False):
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"""
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自定义缓存装饰器,支持为每个 key 动态传递 maxsize 和 ttl
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:param region: 缓存的区
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:param maxsize: 缓存的最大条目数,默认值为 1000
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:param ttl: 缓存的存活时间,单位秒,默认值为 1800
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:param skip_none: 跳过 None 缓存,默认为 True
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:param skip_empty: 跳过空值缓存(如 [], {}, "", set()),默认为 False
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:return: 装饰器函数
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"""
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def should_cache(value: Any) -> bool:
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"""
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判断是否应该缓存结果,如果返回值是 None 或空值则不缓存
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:param value: 要判断的缓存值
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:return: 是否缓存结果
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"""
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if skip_none and value is None:
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return False
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# if disable_empty and value in [[], {}, "", set()]:
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if skip_empty and not value:
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return False
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return True
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def get_cache_key(func, args, kwargs):
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"""
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获取缓存的键,通过哈希函数对函数的参数进行处理
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:param func: 被装饰的函数
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:param args: 位置参数
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:param kwargs: 关键字参数
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:return: 缓存键
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"""
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# 获取方法签名
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signature = inspect.signature(func)
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resolved_kwargs = {}
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# 获取默认值并结合传递的参数(如果有)
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for param, value in signature.parameters.items():
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if param in kwargs:
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# 使用显式传递的参数
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resolved_kwargs[param] = kwargs[param]
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elif value.default is not inspect.Parameter.empty:
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# 没有传递参数时使用默认值
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resolved_kwargs[param] = value.default
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# 构造缓存键,忽略实例(self 或 cls)
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params_to_hash = args[1:] if len(args) > 1 else []
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return f"{func.__name__}_{hashkey(*params_to_hash, **resolved_kwargs)}"
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def decorator(func):
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# 获取缓存区
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cache_region = region if region is not None else f"{func.__module__}.{func.__name__}"
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@wraps(func)
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def wrapper(*args, **kwargs):
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# 获取缓存键
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cache_key = get_cache_key(func, args, kwargs)
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# 尝试获取缓存
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cached_value = cache_backend.get(cache_key, region=cache_region)
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if should_cache(cached_value):
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return cached_value
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# 执行函数并缓存结果
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result = func(*args, **kwargs)
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# 判断是否需要缓存
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if not should_cache(result):
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return result
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# 设置缓存(如果有传入的 maxsize 和 ttl,则覆盖默认值)
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cache_backend.set(cache_key, result, ttl=ttl, maxsize=maxsize, region=cache_region)
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return result
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def cache_clear():
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"""
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清理缓存区
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"""
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# 清理缓存区
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cache_backend.clear(region=cache_region)
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wrapper.cache_region = cache_region
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wrapper.cache_clear = cache_clear
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return wrapper
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return decorator
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# 缓存后端实例
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cache_backend = get_cache_backend()
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def close_cache() -> None:
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"""
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关闭缓存后端连接并清理资源
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"""
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try:
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if cache_backend:
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cache_backend.close()
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logger.info("Cache backend closed successfully.")
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except Exception as e:
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logger.info(f"Error while closing cache backend: {e}")
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