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xiaoxia-saas/packages/adapters/redis/feature_flag_store.py
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feat(feature-flag): Redis Feature Flag 灰度发布基础设施
Redis Feature Flag 灰度发布基础设施:白名单+百分比切流+全局开关,热更新,内部管理API
2026-07-13 01:11:46 +08:00

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"""Feature Flag 存储实现。
支持两种后端:
- RedisFeatureFlagStore:生产环境使用,支持多实例共享、热更新
- InMemoryFeatureFlagStore:测试/开发环境使用,纯内存
支持的 Flag 类型:
- 全局开关(enabled: bool
- 白名单(whitelist: Set[str],如 user_id 列表)
- 百分比切流(percentage: 0-100,基于标识符哈希取模)
判定优先级:白名单 > 百分比 > 全局开关
"""
from __future__ import annotations
import hashlib
import json
import logging
import threading
import time
from abc import ABC, abstractmethod
from dataclasses import dataclass, field
from typing import Optional, Set
logger = logging.getLogger(__name__)
# Redis key 前缀
FEATURE_FLAG_REDIS_PREFIX = "feature_flag:"
@dataclass
class FeatureFlagConfig:
"""单个 Feature Flag 的配置。"""
name: str
enabled: bool = False
percentage: int = 0 # 0-100
whitelist: Set[str] = field(default_factory=set)
def to_dict(self) -> dict:
return {
"name": self.name,
"enabled": self.enabled,
"percentage": self.percentage,
"whitelist": sorted(self.whitelist),
}
@classmethod
def from_dict(cls, data: dict) -> "FeatureFlagConfig":
return cls(
name=data["name"],
enabled=bool(data.get("enabled", False)),
percentage=int(data.get("percentage", 0)),
whitelist=set(data.get("whitelist", [])),
)
def is_active(self, identifier: Optional[str] = None) -> bool:
"""判断当前 flag 是否激活。
判定优先级:
1. 全局关闭 → False
2. 白名单匹配 → True
3. 百分比命中 → True
4. 其他 → False
Args:
identifier: 用于白名单匹配和百分比哈希的标识符(如 user_id)。
传 None 时只看全局开关 + 百分比(百分比用随机值)。
"""
if not self.enabled:
return False
# 白名单:精确匹配
if identifier and identifier in self.whitelist:
return True
# 百分比:0 直接 False100 直接 True
if self.percentage <= 0:
# 没有白名单且百分比为0 → 未启用
return False
if self.percentage >= 100:
return True
# 基于 identifier 做哈希取模,确保同一用户始终落在同一侧
if identifier:
hash_val = int(
hashlib.md5(f"{self.name}:{identifier}".encode("utf-8")).hexdigest(), 16 # nosec B324
) # nosec B324 - 用于哈希取模做百分比切流,非安全用途
return (hash_val % 100) < self.percentage
# 无 identifier 且百分比在 0-100 之间 → 按比例随机(不保证一致性)
import random
return random.randint(0, 99) < self.percentage
class FeatureFlagStore(ABC):
"""Feature Flag 存储抽象接口。"""
@abstractmethod
def get(self, name: str) -> FeatureFlagConfig:
"""获取指定 flag 的配置,不存在则返回默认配置(关闭状态)。"""
...
@abstractmethod
def set(self, config: FeatureFlagConfig) -> None:
"""设置 flag 配置。"""
...
@abstractmethod
def delete(self, name: str) -> bool:
"""删除 flag,返回是否成功删除。"""
...
@abstractmethod
def list_all(self) -> dict[str, FeatureFlagConfig]:
"""列出所有 flag。"""
...
def is_active(self, name: str, identifier: Optional[str] = None) -> bool:
"""便捷方法:判断 flag 是否激活。"""
return self.get(name).is_active(identifier)
class InMemoryFeatureFlagStore(FeatureFlagStore):
"""内存实现,用于测试和本地开发。"""
def __init__(self) -> None:
self._flags: dict[str, FeatureFlagConfig] = {}
self._lock = threading.Lock()
def get(self, name: str) -> FeatureFlagConfig:
with self._lock:
return self._flags.get(name, FeatureFlagConfig(name=name, enabled=False))
def set(self, config: FeatureFlagConfig) -> None:
with self._lock:
self._flags[config.name] = config
def delete(self, name: str) -> bool:
with self._lock:
if name in self._flags:
del self._flags[name]
return True
return False
def list_all(self) -> dict[str, FeatureFlagConfig]:
with self._lock:
return dict(self._flags)
class RedisFeatureFlagStore(FeatureFlagStore):
"""Redis 实现,支持多实例共享配置。
每个 flag 存在一个独立的 Redis hash key 中:
Key: feature_flag:{name}
Fields: enabled, percentage, whitelist(JSON array)
"""
def __init__(self, redis_url: str, key_prefix: str = FEATURE_FLAG_REDIS_PREFIX) -> None:
import redis as redis_lib
self._redis = redis_lib.from_url(redis_url, decode_responses=True)
self._key_prefix = key_prefix
# 本地缓存 + TTL,减少 Redis 调用
self._cache: dict[str, tuple[FeatureFlagConfig, float]] = {}
self._cache_ttl = 5.0 # 秒,默认5秒本地缓存
self._lock = threading.Lock()
def _redis_key(self, name: str) -> str:
return f"{self._key_prefix}{name}"
def _parse_whitelist(self, raw: Optional[str]) -> Set[str]:
if not raw:
return set()
try:
data = json.loads(raw)
return set(data) if isinstance(data, list) else set()
except (json.JSONDecodeError, TypeError):
return set()
def get(self, name: str) -> FeatureFlagConfig:
now = time.time()
# 先查本地缓存
with self._lock:
cached = self._cache.get(name)
if cached and now - cached[1] < self._cache_ttl:
return cached[0]
# 从 Redis 读取
try:
key = self._redis_key(name)
data = self._redis.hgetall(key)
if not data:
config = FeatureFlagConfig(name=name, enabled=False)
else:
config = FeatureFlagConfig(
name=name,
enabled=(data.get("enabled", "0") in ("1", "true", "True")),
percentage=int(data.get("percentage", 0)),
whitelist=self._parse_whitelist(data.get("whitelist")),
)
# 写入本地缓存
with self._lock:
self._cache[name] = (config, now)
return config
except Exception as exc:
logger.warning("Failed to get feature flag %s from Redis: %s", name, exc)
# Redis 不可用时返回默认值(关闭),不影响业务
return FeatureFlagConfig(name=name, enabled=False)
def set(self, config: FeatureFlagConfig) -> None:
key = self._redis_key(config.name)
self._redis.hset(
key,
mapping={
"enabled": "1" if config.enabled else "0",
"percentage": str(config.percentage),
"whitelist": json.dumps(sorted(config.whitelist), ensure_ascii=False),
},
)
# 失效本地缓存
with self._lock:
self._cache.pop(config.name, None)
def delete(self, name: str) -> bool:
key = self._redis_key(name)
result = self._redis.delete(key)
with self._lock:
self._cache.pop(name, None)
return bool(result)
def list_all(self) -> dict[str, FeatureFlagConfig]:
pattern = f"{self._key_prefix}*"
result: dict[str, FeatureFlagConfig] = {}
try:
cursor = 0
while True:
cursor, keys = self._redis.scan(cursor=cursor, match=pattern, count=100)
for key in keys:
name = key[len(self._key_prefix) :]
result[name] = self.get(name)
if cursor == 0:
break
except Exception as exc:
logger.warning("Failed to list feature flags from Redis: %s", exc)
return result
def invalidate_cache(self, name: Optional[str] = None) -> None:
"""手动失效本地缓存。"""
with self._lock:
if name:
self._cache.pop(name, None)
else:
self._cache.clear()