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buffer_platform/app/storage_manager.py

417 lines
14 KiB

import datetime as _datetime
import json
import logging
import time
from datetime import datetime
from sqlalchemy import text
from sqlalchemy.orm import sessionmaker
from app.models import MarketData, SymbolTimestamp
logger = logging.getLogger(__name__)
# Redis 缓存 TTL30 天
CACHE_TTL_SECONDS = 30 * 24 * 60 * 60
class StorageManager:
"""存储管理器骨架,封装 Redis / MySQL 可用性检测与三级降级状态。"""
def __init__(self, redis_client=None, mysql_engine=None, check_interval=30):
self.redis_client = redis_client
self.mysql_engine = mysql_engine
self.check_interval = check_interval
self.redis_available = False
self.mysql_available = False
self.last_redis_check = 0
self.last_mysql_check = 0
def check_redis(self):
"""惰性检测 Redis 可用性30 秒间隔内返回缓存结果。"""
now = time.time()
if now - self.last_redis_check < self.check_interval:
return self.redis_available
if self.redis_client is None:
self.redis_available = False
else:
try:
self.redis_client.ping()
self.redis_available = True
except Exception as e:
self.redis_available = False
self.last_redis_check = now
return self.redis_available
def check_mysql(self):
"""惰性检测 MySQL 可用性30 秒间隔内返回缓存结果。"""
now = time.time()
if now - self.last_mysql_check < self.check_interval:
return self.mysql_available
if self.mysql_engine is None:
self.mysql_available = False
else:
try:
with self.mysql_engine.connect() as conn:
conn.execute(text("SELECT 1"))
self.mysql_available = True
except Exception as e:
self.mysql_available = False
self.last_mysql_check = now
return self.mysql_available
def _parse_fetched_at(self, timestamp_raw):
"""优先使用输入 timestamp解析失败时回退到当前时间。"""
if not timestamp_raw:
return _datetime.datetime.now()
if isinstance(timestamp_raw, str):
try:
return _datetime.datetime.fromisoformat(timestamp_raw)
except Exception:
return _datetime.datetime.now()
if hasattr(timestamp_raw, "isoformat"):
return timestamp_raw
return _datetime.datetime.now()
def is_available(self):
"""判断 Redis 或 MySQL 至少一个可用。"""
return self.check_redis() or self.check_mysql()
def initialize(self):
"""启动时调用,检测各后端可用性并输出日志。"""
redis_ok = self.check_redis()
mysql_ok = self.check_mysql()
if redis_ok:
logger.info("Redis 可用")
else:
logger.warning("Redis 不可用")
if mysql_ok:
logger.info("MySQL 可用")
else:
logger.warning("MySQL 不可用")
def get_market_data(self, symbol, data_type, periods):
"""
读取行情数据Redis MySQL None由调用方降级到 SQLite
Args:
symbol: 品种合约代码
data_type: 数据类型 futures
periods: 周期 5min对应 Redis key 中的 period
Returns:
dict None
"""
cache_key = f"market_data:{symbol}:{periods}"
# 1. 检查 Redis 缓存
if self.check_redis():
try:
raw = self.redis_client.get(cache_key)
if raw:
return json.loads(raw)
except Exception as e:
logger.warning(f"Redis 读取失败 [{cache_key}]: {e}")
# 2. Redis 未命中,检查 MySQL 可用性
if not self.check_mysql():
return None
# 3. 从 MySQL 读取
try:
SessionLocal = sessionmaker(bind=self.mysql_engine)
with SessionLocal() as db:
record = (
db.query(MarketData)
.filter_by(symbol=symbol, data_type=data_type, period=periods)
.first()
)
if not record:
return None
result = {
"current_price": record.current_price,
"timestamp": (
record.fetched_at.isoformat() if record.fetched_at else None
),
"candles": (
json.loads(record.candles_json) if record.candles_json else []
),
}
# 4. 回填 RedisTTL 30 天)
if self.check_redis():
try:
self.redis_client.setex(
cache_key,
CACHE_TTL_SECONDS,
json.dumps(result, ensure_ascii=False),
)
except Exception as e:
logger.warning(f"Redis 回填失败 [{cache_key}]: {e}")
return result
except Exception as e:
logger.warning(f"MySQL 读取失败 [{cache_key}]: {e}")
return None
def get_symbol_timestamp(self, symbol, data_type):
"""
读取合约时间戳Redis MySQL None由调用方降级到 SQLite
Args:
symbol: 品种合约代码
data_type: 数据类型 futures
Returns:
dict None
"""
cache_key = f"symbol_timestamps:{symbol}"
# 1. 检查 Redis 缓存
if self.check_redis():
try:
raw = self.redis_client.get(cache_key)
if raw:
return json.loads(raw)
except Exception as e:
logger.warning(f"Redis 读取失败 [{cache_key}]: {e}")
# 2. Redis 未命中,检查 MySQL 可用性
if not self.check_mysql():
return None
# 3. 从 MySQL 读取
try:
SessionLocal = sessionmaker(bind=self.mysql_engine)
with SessionLocal() as db:
record = (
db.query(SymbolTimestamp)
.filter_by(symbol=symbol, data_type=data_type)
.first()
)
if not record:
return None
result = {
"last_refresh_at": (
record.last_refresh_at.isoformat()
if record.last_refresh_at
else None
),
"refresh_count": record.refresh_count,
}
# 4. 回填 RedisTTL 30 天)
if self.check_redis():
try:
self.redis_client.setex(
cache_key,
CACHE_TTL_SECONDS,
json.dumps(result, ensure_ascii=False),
)
except Exception as e:
logger.warning(f"Redis 回填失败 [{cache_key}]: {e}")
return result
except Exception as e:
logger.warning(f"MySQL 读取失败 [{cache_key}]: {e}")
return None
def save_market_data(self, symbol, data):
"""
保存行情数据先删 Redis 缓存再写 MySQLMySQL 成功后回填 Redis
Args:
symbol: 品种合约代码
data: 采集脚本返回的数据包含 timeframes, current_price, timestamp, type
Returns:
bool: MySQL 写入是否成功
"""
data_type = data.get("type", "futures")
timeframes = data.get("timeframes", {})
current_price = data.get("current_price")
fetched_at = self._parse_fetched_at(data.get("timestamp"))
cache_keys = [f"market_data:{symbol}:{period}" for period in timeframes.keys()]
# 1. 删除 Redis 缓存
if self.check_redis() and cache_keys:
try:
self.redis_client.delete(*cache_keys)
except Exception as e:
logger.warning(f"Redis 删除缓存失败 [{symbol}]: {e}")
# 2. 写入 MySQL事务
if not self.check_mysql():
logger.warning(f"MySQL 不可用,无法写入行情数据 [{symbol}]")
return False
try:
SessionLocal = sessionmaker(bind=self.mysql_engine)
with SessionLocal() as db:
try:
for period, candles in timeframes.items():
candles_json = json.dumps(candles, ensure_ascii=False)
record = (
db.query(MarketData)
.filter_by(symbol=symbol, data_type=data_type, period=period)
.first()
)
if record:
record.candles_json = candles_json
record.current_price = current_price
record.fetched_at = fetched_at
record.candle_count = len(candles)
else:
record = MarketData(
symbol=symbol,
data_type=data_type,
period=period,
candles_json=candles_json,
current_price=current_price,
fetched_at=fetched_at,
candle_count=len(candles),
)
db.add(record)
db.commit()
except Exception:
db.rollback()
raise
except Exception as e:
logger.error(f"MySQL 写入行情数据失败 [{symbol}]: {e}")
return False
# 3. MySQL 成功,回填 Redis失败仅记录日志
if self.check_redis():
for period, candles in timeframes.items():
cache_key = f"market_data:{symbol}:{period}"
cache_value = {
"current_price": current_price,
"timestamp": fetched_at.isoformat(),
"candles": candles,
}
try:
self.redis_client.setex(
cache_key,
CACHE_TTL_SECONDS,
json.dumps(cache_value, ensure_ascii=False),
)
except Exception as e:
logger.warning(f"Redis 更新失败 [{cache_key}]: {e}")
return True
def save_symbol_timestamp(self, symbol, data_type, refresh_time):
"""
保存合约时间戳先删 Redis 缓存再写 MySQLMySQL 成功后回填 Redis
Args:
symbol: 品种合约代码
data_type: 数据类型 futures
refresh_time: 刷新时间datetime
Returns:
bool: MySQL 写入是否成功
"""
cache_key = f"symbol_timestamps:{symbol}"
# 1. 删除 Redis 缓存
if self.check_redis():
try:
self.redis_client.delete(cache_key)
except Exception as e:
logger.warning(f"Redis 删除缓存失败 [{cache_key}]: {e}")
# 2. 写入 MySQL事务
if not self.check_mysql():
logger.warning(f"MySQL 不可用,无法写入合约时间戳 [{symbol}]")
return False
try:
SessionLocal = sessionmaker(bind=self.mysql_engine)
with SessionLocal() as db:
try:
record = (
db.query(SymbolTimestamp)
.filter_by(symbol=symbol, data_type=data_type)
.first()
)
if record:
record.last_refresh_at = refresh_time
record.refresh_count += 1
else:
record = SymbolTimestamp(
symbol=symbol,
data_type=data_type,
last_refresh_at=refresh_time,
refresh_count=1,
)
db.add(record)
db.commit()
except Exception:
db.rollback()
raise
except Exception as e:
logger.error(f"MySQL 写入合约时间戳失败 [{symbol}]: {e}")
return False
# 3. MySQL 成功,回填 Redis失败仅记录日志
if self.check_redis():
cache_value = {
"last_refresh_at": refresh_time.isoformat(),
"refresh_count": record.refresh_count,
}
try:
self.redis_client.setex(
cache_key,
CACHE_TTL_SECONDS,
json.dumps(cache_value, ensure_ascii=False),
)
except Exception as e:
logger.warning(f"Redis 更新失败 [{cache_key}]: {e}")
return True
def delete_cache(self, symbol, periods):
"""
批量删除 Redis 行情数据缓存键
Args:
symbol: 品种合约代码
periods: 周期列表 ["5min", "15min"]
"""
if not self.check_redis():
return
cache_keys = [f"market_data:{symbol}:{period}" for period in periods]
if not cache_keys:
return
try:
self.redis_client.delete(*cache_keys)
except Exception as e:
logger.warning(f"Redis 批量删除缓存失败 [{symbol}]: {e}")
_storage_manager = None
def get_storage_manager():
"""获取全局 StorageManager 单例。"""
global _storage_manager
if _storage_manager is None:
_storage_manager = StorageManager()
return _storage_manager