数据库监控日志、接口监控,熔断机制,提高连接池
This commit is contained in:
@@ -1,14 +1,28 @@
|
|||||||
from sqlalchemy import create_engine, MetaData
|
from sqlalchemy import create_engine, MetaData
|
||||||
from sqlalchemy.ext.declarative import declarative_base
|
from sqlalchemy.ext.declarative import declarative_base
|
||||||
from sqlalchemy.orm import sessionmaker
|
from sqlalchemy.orm import sessionmaker
|
||||||
|
from sqlalchemy.pool import QueuePool
|
||||||
from .config import settings
|
from .config import settings
|
||||||
|
|
||||||
engine = create_engine(settings.DATABASE_URL, pool_pre_ping=True, echo=False, pool_size=30, max_overflow=60, pool_timeout=30, pool_recycle=3600)
|
# 创建带连接池监控的引擎
|
||||||
|
engine = create_engine(
|
||||||
|
settings.DATABASE_URL,
|
||||||
|
poolclass=QueuePool,
|
||||||
|
pool_pre_ping=True,
|
||||||
|
echo=False, # 生产环境建议关闭SQL日志
|
||||||
|
pool_size=400,
|
||||||
|
max_overflow=600,
|
||||||
|
pool_timeout=60, # 增加超时时间到60秒
|
||||||
|
pool_recycle=3600, # 1小时回收连接
|
||||||
|
pool_reset_on_return='commit' # 归还连接时重置状态
|
||||||
|
)
|
||||||
|
|
||||||
SessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine)
|
SessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine)
|
||||||
|
|
||||||
Base = declarative_base()
|
Base = declarative_base()
|
||||||
|
|
||||||
def get_db():
|
def get_db():
|
||||||
|
"""数据库依赖注入函数"""
|
||||||
db = SessionLocal()
|
db = SessionLocal()
|
||||||
try:
|
try:
|
||||||
yield db
|
yield db
|
||||||
|
|||||||
252
app/core/db_monitor.py
Normal file
252
app/core/db_monitor.py
Normal file
@@ -0,0 +1,252 @@
|
|||||||
|
"""
|
||||||
|
数据库连接池监控模块
|
||||||
|
监控连接池状态、事务执行情况,预防雪崩效应
|
||||||
|
"""
|
||||||
|
import logging
|
||||||
|
import time
|
||||||
|
import threading
|
||||||
|
from sqlalchemy import create_engine, event
|
||||||
|
from sqlalchemy.engine import Engine
|
||||||
|
from sqlalchemy.pool import QueuePool
|
||||||
|
from typing import Dict, Any, Optional
|
||||||
|
from datetime import datetime, timedelta
|
||||||
|
from .database import engine
|
||||||
|
from .logging_config import get_logger
|
||||||
|
|
||||||
|
logger = get_logger(__name__)
|
||||||
|
|
||||||
|
# 全局监控数据
|
||||||
|
_pool_stats = {
|
||||||
|
'total_connections': 0,
|
||||||
|
'checked_in': 0,
|
||||||
|
'checked_out': 0,
|
||||||
|
'overflow': 0,
|
||||||
|
'invalidate_count': 0,
|
||||||
|
'transactions': [], # 事务统计
|
||||||
|
'slow_queries': [], # 慢查询
|
||||||
|
'connection_errors': [], # 连接错误
|
||||||
|
'peak_connections': 0,
|
||||||
|
'last_reset': datetime.now()
|
||||||
|
}
|
||||||
|
|
||||||
|
# 告警配置
|
||||||
|
_alert_thresholds = {
|
||||||
|
'pool_usage_percent': 80, # 连接池使用率告警阈值
|
||||||
|
'slow_query_time': 5.0, # 慢查询阈值(秒)
|
||||||
|
'max_transaction_time': 30.0, # 最大事务执行时间
|
||||||
|
'connection_error_count': 10, # 连接错误告警阈值
|
||||||
|
'alert_cooldown': 300 # 告警冷却时间(秒)
|
||||||
|
}
|
||||||
|
|
||||||
|
_last_alerts = {}
|
||||||
|
|
||||||
|
def get_pool_status() -> Dict[str, Any]:
|
||||||
|
"""获取连接池状态"""
|
||||||
|
if hasattr(engine.pool, 'status'):
|
||||||
|
pool = engine.pool
|
||||||
|
stats = {
|
||||||
|
'total': pool.size() if hasattr(pool, 'size') else 0,
|
||||||
|
'checked_in': pool.checkedin() if hasattr(pool, 'checkedin') else 0,
|
||||||
|
'checked_out': pool.checkedout() if hasattr(pool, 'checkedout') else 0,
|
||||||
|
'overflow': pool.overflow() if hasattr(pool, 'overflow') else 0,
|
||||||
|
'invalidate': pool.invalid() if hasattr(pool, 'invalid') else 0,
|
||||||
|
}
|
||||||
|
else:
|
||||||
|
# 估算值
|
||||||
|
stats = {
|
||||||
|
'total': _pool_stats.get('total_connections', 0),
|
||||||
|
'checked_in': _pool_stats.get('checked_in', 0),
|
||||||
|
'checked_out': _pool_stats.get('checked_out', 0),
|
||||||
|
'overflow': _pool_stats.get('overflow', 0),
|
||||||
|
'invalidate': _pool_stats.get('invalidate_count', 0),
|
||||||
|
}
|
||||||
|
|
||||||
|
# 计算使用率
|
||||||
|
if stats['total'] > 0:
|
||||||
|
usage_percent = (stats['checked_out'] / stats['total']) * 100
|
||||||
|
stats['usage_percent'] = round(usage_percent, 2)
|
||||||
|
else:
|
||||||
|
stats['usage_percent'] = 0
|
||||||
|
|
||||||
|
# 更新峰值
|
||||||
|
if stats['checked_out'] > _pool_stats['peak_connections']:
|
||||||
|
_pool_stats['peak_connections'] = stats['checked_out']
|
||||||
|
|
||||||
|
return stats
|
||||||
|
|
||||||
|
def check_pool_alerts():
|
||||||
|
"""检查连接池告警"""
|
||||||
|
current_time = time.time()
|
||||||
|
stats = get_pool_status()
|
||||||
|
|
||||||
|
# 连接池使用率告警
|
||||||
|
if stats.get('usage_percent', 0) >= _alert_thresholds['pool_usage_percent']:
|
||||||
|
alert_key = 'pool_usage'
|
||||||
|
if alert_key not in _last_alerts or (current_time - _last_alerts.get(alert_key, 0)) > _alert_thresholds['alert_cooldown']:
|
||||||
|
logger.warning(
|
||||||
|
f"🚨 数据库连接池告警: 使用率 {stats['usage_percent']}% 超过阈值 {_alert_thresholds['pool_usage_percent']}% "
|
||||||
|
f"(已使用: {stats['checked_out']}/{stats['total']})"
|
||||||
|
)
|
||||||
|
_last_alerts[alert_key] = current_time
|
||||||
|
|
||||||
|
# 连接错误告警
|
||||||
|
error_count = len(_pool_stats['connection_errors'])
|
||||||
|
if error_count >= _alert_thresholds['connection_error_count']:
|
||||||
|
alert_key = 'connection_errors'
|
||||||
|
if alert_key not in _last_alerts or (current_time - _last_alerts.get(alert_key, 0)) > _alert_thresholds['alert_cooldown']:
|
||||||
|
recent_errors = [e for e in _pool_stats['connection_errors'] if (current_time - e['timestamp']) < 300]
|
||||||
|
logger.warning(
|
||||||
|
f"🚨 数据库连接错误告警: 近5分钟内发生 {len(recent_errors)} 次连接错误"
|
||||||
|
)
|
||||||
|
_last_alerts[alert_key] = current_time
|
||||||
|
|
||||||
|
# 慢查询告警
|
||||||
|
slow_queries = [q for q in _pool_stats['slow_queries'] if (current_time - q['timestamp']) < 300]
|
||||||
|
if len(slow_queries) >= 5:
|
||||||
|
alert_key = 'slow_queries'
|
||||||
|
if alert_key not in _last_alerts or (current_time - _last_alerts.get(alert_key, 0)) > _alert_thresholds['alert_cooldown']:
|
||||||
|
avg_time = sum(q['duration'] for q in slow_queries) / len(slow_queries)
|
||||||
|
logger.warning(
|
||||||
|
f"🚨 慢查询告警: 近5分钟内 {len(slow_queries)} 个慢查询,平均耗时 {avg_time:.2f}s"
|
||||||
|
)
|
||||||
|
_last_alerts[alert_key] = current_time
|
||||||
|
|
||||||
|
def log_transaction_start(sql: str, params: Optional[Dict] = None):
|
||||||
|
"""记录事务开始"""
|
||||||
|
transaction_info = {
|
||||||
|
'sql': sql[:100] + '...' if len(sql) > 100 else sql,
|
||||||
|
'params': params,
|
||||||
|
'start_time': time.time(),
|
||||||
|
'thread_id': threading.get_ident()
|
||||||
|
}
|
||||||
|
_pool_stats['transactions'].append(transaction_info)
|
||||||
|
|
||||||
|
def log_transaction_end(success: bool = True, error: Optional[str] = None):
|
||||||
|
"""记录事务结束"""
|
||||||
|
if not _pool_stats['transactions']:
|
||||||
|
return
|
||||||
|
|
||||||
|
current_time = time.time()
|
||||||
|
transaction = _pool_stats['transactions'][-1]
|
||||||
|
duration = current_time - transaction['start_time']
|
||||||
|
|
||||||
|
# 慢事务告警
|
||||||
|
if duration >= _alert_thresholds['max_transaction_time']:
|
||||||
|
logger.warning(
|
||||||
|
f"🐌 慢事务告警: 执行时间 {duration:.2f}s 超过阈值 {_alert_thresholds['max_transaction_time']}s "
|
||||||
|
f"SQL: {transaction['sql']}"
|
||||||
|
)
|
||||||
|
|
||||||
|
# 记录慢查询
|
||||||
|
if duration >= _alert_thresholds['slow_query_time']:
|
||||||
|
_pool_stats['slow_queries'].append({
|
||||||
|
'sql': transaction['sql'],
|
||||||
|
'duration': duration,
|
||||||
|
'timestamp': current_time
|
||||||
|
})
|
||||||
|
|
||||||
|
# 清理旧记录(保留最近1000条)
|
||||||
|
if len(_pool_stats['slow_queries']) > 1000:
|
||||||
|
_pool_stats['slow_queries'] = _pool_stats['slow_queries'][-1000:]
|
||||||
|
|
||||||
|
_pool_stats['transactions'].pop()
|
||||||
|
|
||||||
|
def log_connection_error(error: str, sql: Optional[str] = None):
|
||||||
|
"""记录连接错误"""
|
||||||
|
_pool_stats['connection_errors'].append({
|
||||||
|
'error': error,
|
||||||
|
'sql': sql,
|
||||||
|
'timestamp': time.time()
|
||||||
|
})
|
||||||
|
|
||||||
|
# 清理旧记录(保留最近100条)
|
||||||
|
if len(_pool_stats['connection_errors']) > 100:
|
||||||
|
_pool_stats['connection_errors'] = _pool_stats['connection_errors'][-100:]
|
||||||
|
|
||||||
|
def reset_stats():
|
||||||
|
"""重置统计信息"""
|
||||||
|
global _pool_stats
|
||||||
|
_pool_stats = {
|
||||||
|
'total_connections': 0,
|
||||||
|
'checked_in': 0,
|
||||||
|
'checked_out': 0,
|
||||||
|
'overflow': 0,
|
||||||
|
'invalidate_count': 0,
|
||||||
|
'transactions': [],
|
||||||
|
'slow_queries': [],
|
||||||
|
'connection_errors': [],
|
||||||
|
'peak_connections': 0,
|
||||||
|
'last_reset': datetime.now()
|
||||||
|
}
|
||||||
|
logger.info("数据库监控统计已重置")
|
||||||
|
|
||||||
|
def get_monitoring_report() -> Dict[str, Any]:
|
||||||
|
"""获取监控报告"""
|
||||||
|
stats = get_pool_status()
|
||||||
|
current_time = time.time()
|
||||||
|
|
||||||
|
# 计算最近5分钟的数据
|
||||||
|
recent_slow_queries = [q for q in _pool_stats['slow_queries'] if (current_time - q['timestamp']) < 300]
|
||||||
|
recent_errors = [e for e in _pool_stats['connection_errors'] if (current_time - e['timestamp']) < 300]
|
||||||
|
|
||||||
|
report = {
|
||||||
|
'timestamp': datetime.now().isoformat(),
|
||||||
|
'pool_status': stats,
|
||||||
|
'peak_connections': _pool_stats['peak_connections'],
|
||||||
|
'recent_5min': {
|
||||||
|
'slow_queries_count': len(recent_slow_queries),
|
||||||
|
'connection_errors_count': len(recent_errors),
|
||||||
|
'avg_slow_query_time': sum(q['duration'] for q in recent_slow_queries) / len(recent_slow_queries) if recent_slow_queries else 0
|
||||||
|
},
|
||||||
|
'slow_queries': recent_slow_queries[-10:], # 最近10条慢查询
|
||||||
|
'connection_errors': recent_errors[-10:], # 最近10条连接错误
|
||||||
|
'last_reset': _pool_stats['last_reset'].isoformat()
|
||||||
|
}
|
||||||
|
|
||||||
|
return report
|
||||||
|
|
||||||
|
# 定时监控任务
|
||||||
|
def monitoring_task():
|
||||||
|
"""定时监控任务"""
|
||||||
|
while True:
|
||||||
|
try:
|
||||||
|
check_pool_alerts()
|
||||||
|
time.sleep(30) # 每30秒检查一次
|
||||||
|
except Exception as e:
|
||||||
|
logger.error(f"数据库监控任务异常: {e}")
|
||||||
|
time.sleep(60) # 异常时等待更长时间
|
||||||
|
|
||||||
|
# 启动后台监控线程
|
||||||
|
def start_monitoring():
|
||||||
|
"""启动后台监控"""
|
||||||
|
monitor_thread = threading.Thread(target=monitoring_task, daemon=True)
|
||||||
|
monitor_thread.start()
|
||||||
|
logger.info("数据库连接池监控已启动")
|
||||||
|
|
||||||
|
# SQLAlchemy事件监听
|
||||||
|
@event.listens_for(Engine, "before_cursor_execute")
|
||||||
|
def receive_before_cursor_execute(conn, cursor, statement, params, context, executemany):
|
||||||
|
"""SQL执行前监听"""
|
||||||
|
log_transaction_start(statement, params)
|
||||||
|
|
||||||
|
@event.listens_for(Engine, "after_cursor_execute")
|
||||||
|
def receive_after_cursor_execute(conn, cursor, statement, params, context, executemany):
|
||||||
|
"""SQL执行后监听"""
|
||||||
|
log_transaction_end(success=True)
|
||||||
|
|
||||||
|
@event.listens_for(Engine, "handle_error")
|
||||||
|
def receive_handle_error(exception, context):
|
||||||
|
"""错误监听"""
|
||||||
|
error_msg = str(exception)
|
||||||
|
sql = context.statement if context and hasattr(context, 'statement') else None
|
||||||
|
log_connection_error(error_msg, sql)
|
||||||
|
log_transaction_end(success=False, error=error_msg)
|
||||||
|
|
||||||
|
def log_pool_status():
|
||||||
|
"""记录连接池状态到日志"""
|
||||||
|
stats = get_pool_status()
|
||||||
|
logger.info(
|
||||||
|
f"数据库连接池状态: 使用率 {stats['usage_percent']}% "
|
||||||
|
f"(已用: {stats['checked_out']}, 空闲: {stats['checked_in']}, 总计: {stats['total']}) "
|
||||||
|
f"峰值: {_pool_stats['peak_connections']}"
|
||||||
|
)
|
||||||
211
app/core/retry.py
Normal file
211
app/core/retry.py
Normal file
@@ -0,0 +1,211 @@
|
|||||||
|
"""
|
||||||
|
重试机制和雪崩效应防护
|
||||||
|
提供指数退避、熔断器、重试装饰器等功能
|
||||||
|
"""
|
||||||
|
import logging
|
||||||
|
import time
|
||||||
|
import functools
|
||||||
|
from typing import Callable, Any, Optional
|
||||||
|
from enum import Enum
|
||||||
|
from datetime import datetime, timedelta
|
||||||
|
|
||||||
|
logger = logging.getLogger(__name__)
|
||||||
|
|
||||||
|
class CircuitBreakerState(Enum):
|
||||||
|
"""熔断器状态"""
|
||||||
|
CLOSED = "closed" # 正常状态
|
||||||
|
OPEN = "open" # 熔断状态
|
||||||
|
HALF_OPEN = "half_open" # 半开状态
|
||||||
|
|
||||||
|
class CircuitBreaker:
|
||||||
|
"""熔断器实现"""
|
||||||
|
|
||||||
|
def __init__(self, failure_threshold: int = 5, recovery_timeout: int = 60):
|
||||||
|
"""
|
||||||
|
初始化熔断器
|
||||||
|
|
||||||
|
Args:
|
||||||
|
failure_threshold: 失败阈值,达到此数量后触发熔断
|
||||||
|
recovery_timeout: 恢复超时时间(秒)
|
||||||
|
"""
|
||||||
|
self.failure_threshold = failure_threshold
|
||||||
|
self.recovery_timeout = recovery_timeout
|
||||||
|
self.failure_count = 0
|
||||||
|
self.last_failure_time = None
|
||||||
|
self.state = CircuitBreakerState.CLOSED
|
||||||
|
|
||||||
|
def call(self, func: Callable, *args, **kwargs):
|
||||||
|
"""通过熔断器执行函数"""
|
||||||
|
if self.state == CircuitBreakerState.OPEN:
|
||||||
|
# 检查是否应该进入半开状态
|
||||||
|
if self.last_failure_time and \
|
||||||
|
(datetime.now() - self.last_failure_time).seconds >= self.recovery_timeout:
|
||||||
|
self.state = CircuitBreakerState.HALF_OPEN
|
||||||
|
logger.info("熔断器进入半开状态")
|
||||||
|
else:
|
||||||
|
raise Exception("熔断器开启,直接拒绝请求")
|
||||||
|
|
||||||
|
try:
|
||||||
|
result = func(*args, **kwargs)
|
||||||
|
# 执行成功,重置状态
|
||||||
|
if self.state == CircuitBreakerState.HALF_OPEN:
|
||||||
|
self.state = CircuitBreakerState.CLOSED
|
||||||
|
self.failure_count = 0
|
||||||
|
logger.info("熔断器关闭,恢复正常")
|
||||||
|
return result
|
||||||
|
except Exception as e:
|
||||||
|
self.failure_count += 1
|
||||||
|
self.last_failure_time = datetime.now()
|
||||||
|
|
||||||
|
if self.failure_count >= self.failure_threshold:
|
||||||
|
self.state = CircuitBreakerState.OPEN
|
||||||
|
logger.warning(f"熔断器开启,失败次数: {self.failure_count}")
|
||||||
|
|
||||||
|
raise e
|
||||||
|
|
||||||
|
class RetryConfig:
|
||||||
|
"""重试配置"""
|
||||||
|
def __init__(
|
||||||
|
self,
|
||||||
|
max_attempts: int = 3,
|
||||||
|
base_delay: float = 1.0,
|
||||||
|
max_delay: float = 60.0,
|
||||||
|
exponential_base: float = 2.0,
|
||||||
|
jitter: bool = True
|
||||||
|
):
|
||||||
|
"""
|
||||||
|
初始化重试配置
|
||||||
|
|
||||||
|
Args:
|
||||||
|
max_attempts: 最大重试次数
|
||||||
|
base_delay: 基础延迟时间(秒)
|
||||||
|
max_delay: 最大延迟时间(秒)
|
||||||
|
exponential_base: 指数退避基数
|
||||||
|
jitter: 是否添加随机抖动
|
||||||
|
"""
|
||||||
|
self.max_attempts = max_attempts
|
||||||
|
self.base_delay = base_delay
|
||||||
|
self.max_delay = max_delay
|
||||||
|
self.exponential_base = exponential_base
|
||||||
|
self.jitter = jitter
|
||||||
|
|
||||||
|
def retry(
|
||||||
|
config: Optional[RetryConfig] = None,
|
||||||
|
exceptions: tuple = (Exception,)
|
||||||
|
):
|
||||||
|
"""
|
||||||
|
重试装饰器
|
||||||
|
|
||||||
|
Args:
|
||||||
|
config: 重试配置,如果为None则使用默认配置
|
||||||
|
exceptions: 需要重试的异常类型
|
||||||
|
"""
|
||||||
|
if config is None:
|
||||||
|
config = RetryConfig()
|
||||||
|
|
||||||
|
def decorator(func: Callable) -> Callable:
|
||||||
|
@functools.wraps(func)
|
||||||
|
def wrapper(*args, **kwargs):
|
||||||
|
last_exception = None
|
||||||
|
|
||||||
|
for attempt in range(config.max_attempts):
|
||||||
|
try:
|
||||||
|
return func(*args, **kwargs)
|
||||||
|
except exceptions as e:
|
||||||
|
last_exception = e
|
||||||
|
|
||||||
|
if attempt == config.max_attempts - 1:
|
||||||
|
# 最后一次尝试失败,抛出异常
|
||||||
|
logger.error(
|
||||||
|
f"函数 {func.__name__} 经过 {config.max_attempts} 次重试后仍然失败: {str(e)}"
|
||||||
|
)
|
||||||
|
raise e
|
||||||
|
|
||||||
|
# 计算延迟时间
|
||||||
|
delay = min(
|
||||||
|
config.base_delay * (config.exponential_base ** attempt),
|
||||||
|
config.max_delay
|
||||||
|
)
|
||||||
|
|
||||||
|
# 添加抖动
|
||||||
|
if config.jitter:
|
||||||
|
import random
|
||||||
|
delay = delay * (0.5 + random.random() * 0.5)
|
||||||
|
|
||||||
|
logger.warning(
|
||||||
|
f"函数 {func.__name__} 第 {attempt + 1} 次尝试失败: {str(e)}, "
|
||||||
|
f"{delay:.2f} 秒后重试"
|
||||||
|
)
|
||||||
|
|
||||||
|
time.sleep(delay)
|
||||||
|
|
||||||
|
# 理论上不会到达这里,但为了安全起见
|
||||||
|
if last_exception:
|
||||||
|
raise last_exception
|
||||||
|
|
||||||
|
return wrapper
|
||||||
|
return decorator
|
||||||
|
|
||||||
|
# 全局熔断器实例
|
||||||
|
_default_circuit_breaker = CircuitBreaker()
|
||||||
|
|
||||||
|
def circuit_breaker(
|
||||||
|
failure_threshold: int = 5,
|
||||||
|
recovery_timeout: int = 60
|
||||||
|
):
|
||||||
|
"""
|
||||||
|
熔断器装饰器
|
||||||
|
|
||||||
|
Args:
|
||||||
|
failure_threshold: 失败阈值
|
||||||
|
recovery_timeout: 恢复超时时间
|
||||||
|
"""
|
||||||
|
def decorator(func: Callable) -> Callable:
|
||||||
|
breaker = CircuitBreaker(failure_threshold, recovery_timeout)
|
||||||
|
|
||||||
|
@functools.wraps(func)
|
||||||
|
def wrapper(*args, **kwargs):
|
||||||
|
return breaker.call(func, *args, **kwargs)
|
||||||
|
|
||||||
|
# 将熔断器实例附加到函数上,方便外部查看状态
|
||||||
|
wrapper.circuit_breaker = breaker
|
||||||
|
return wrapper
|
||||||
|
|
||||||
|
return decorator
|
||||||
|
|
||||||
|
def with_circuit_breaker(func: Callable, *args, **kwargs):
|
||||||
|
"""使用默认熔断器执行函数"""
|
||||||
|
return _default_circuit_breaker.call(func, *args, **kwargs)
|
||||||
|
|
||||||
|
# 预定义的重试配置
|
||||||
|
RETRY_CONFIG_FAST = RetryConfig(
|
||||||
|
max_attempts=3,
|
||||||
|
base_delay=0.5,
|
||||||
|
max_delay=5.0,
|
||||||
|
exponential_base=2.0,
|
||||||
|
jitter=True
|
||||||
|
)
|
||||||
|
|
||||||
|
RETRY_CONFIG_SLOW = RetryConfig(
|
||||||
|
max_attempts=5,
|
||||||
|
base_delay=2.0,
|
||||||
|
max_delay=60.0,
|
||||||
|
exponential_base=2.0,
|
||||||
|
jitter=True
|
||||||
|
)
|
||||||
|
|
||||||
|
RETRY_CONFIG_DB = RetryConfig(
|
||||||
|
max_attempts=3,
|
||||||
|
base_delay=1.0,
|
||||||
|
max_delay=10.0,
|
||||||
|
exponential_base=2.0,
|
||||||
|
jitter=True
|
||||||
|
)
|
||||||
|
|
||||||
|
# 数据库操作重试装饰器
|
||||||
|
def retry_db_operation(max_attempts: int = 3):
|
||||||
|
"""数据库操作重试装饰器"""
|
||||||
|
return retry(
|
||||||
|
config=RETRY_CONFIG_DB,
|
||||||
|
exceptions=(Exception,)
|
||||||
|
)
|
||||||
60
app/main.py
60
app/main.py
@@ -6,6 +6,7 @@ import logging
|
|||||||
from .core.config import settings
|
from .core.config import settings
|
||||||
from .core.logging_config import setup_logging, get_logger
|
from .core.logging_config import setup_logging, get_logger
|
||||||
from .core.database import init_db
|
from .core.database import init_db
|
||||||
|
from .core.db_monitor import start_monitoring, log_pool_status, get_pool_status
|
||||||
from .api.account import router as account_router
|
from .api.account import router as account_router
|
||||||
from .api.database import router as database_router
|
from .api.database import router as database_router
|
||||||
from .api.task import router as task_router
|
from .api.task import router as task_router
|
||||||
@@ -34,6 +35,17 @@ async def lifespan(app: FastAPI):
|
|||||||
except Exception as e:
|
except Exception as e:
|
||||||
logger.error(f"数据库初始化失败: {e}")
|
logger.error(f"数据库初始化失败: {e}")
|
||||||
|
|
||||||
|
# 启动数据库监控
|
||||||
|
try:
|
||||||
|
start_monitoring()
|
||||||
|
logger.info("数据库连接池监控已启动")
|
||||||
|
|
||||||
|
# 记录初始连接池状态
|
||||||
|
pool_stats = get_pool_status()
|
||||||
|
logger.info(f"初始连接池状态: {pool_stats}")
|
||||||
|
except Exception as e:
|
||||||
|
logger.error(f"数据库监控启动失败: {e}")
|
||||||
|
|
||||||
# 启动定时任务调度器
|
# 启动定时任务调度器
|
||||||
try:
|
try:
|
||||||
task_scheduler.start()
|
task_scheduler.start()
|
||||||
@@ -45,6 +57,14 @@ async def lifespan(app: FastAPI):
|
|||||||
|
|
||||||
# 关闭时执行
|
# 关闭时执行
|
||||||
logger.info("应用关闭中...")
|
logger.info("应用关闭中...")
|
||||||
|
|
||||||
|
# 记录最终连接池状态
|
||||||
|
try:
|
||||||
|
pool_stats = get_pool_status()
|
||||||
|
logger.info(f"最终连接池状态: {pool_stats}")
|
||||||
|
except Exception as e:
|
||||||
|
logger.error(f"获取最终连接池状态失败: {e}")
|
||||||
|
|
||||||
try:
|
try:
|
||||||
task_scheduler.shutdown()
|
task_scheduler.shutdown()
|
||||||
logger.info("定时任务调度器已关闭")
|
logger.info("定时任务调度器已关闭")
|
||||||
@@ -101,11 +121,47 @@ async def health_check():
|
|||||||
"scheduler": "running" if task_scheduler.scheduler.running else "stopped"
|
"scheduler": "running" if task_scheduler.scheduler.running else "stopped"
|
||||||
}
|
}
|
||||||
|
|
||||||
|
# 数据库监控端点
|
||||||
|
@app.get("/api/monitor/database")
|
||||||
|
async def get_database_monitor():
|
||||||
|
"""获取数据库连接池监控信息"""
|
||||||
|
from .core.db_monitor import get_monitoring_report
|
||||||
|
return get_monitoring_report()
|
||||||
|
|
||||||
|
# 连接池状态端点
|
||||||
|
@app.get("/api/monitor/pool")
|
||||||
|
async def get_pool_status():
|
||||||
|
"""获取连接池状态"""
|
||||||
|
from .core.db_monitor import get_pool_status
|
||||||
|
return get_pool_status()
|
||||||
|
|
||||||
# 全局异常处理
|
# 全局异常处理
|
||||||
@app.exception_handler(Exception)
|
@app.exception_handler(Exception)
|
||||||
async def global_exception_handler(request, exc):
|
async def global_exception_handler(request, exc):
|
||||||
logger.error(f"全局异常: {str(exc)}")
|
"""全局异常处理"""
|
||||||
|
import traceback
|
||||||
|
from .core.db_monitor import get_pool_status
|
||||||
|
|
||||||
|
# 获取异常详情
|
||||||
|
error_msg = str(exc)
|
||||||
|
error_type = type(exc).__name__
|
||||||
|
stack_trace = traceback.format_exc()
|
||||||
|
|
||||||
|
# 获取当前连接池状态
|
||||||
|
try:
|
||||||
|
pool_stats = get_pool_status()
|
||||||
|
pool_info = f", 连接池使用率: {pool_stats.get('usage_percent', 'N/A')}%"
|
||||||
|
except:
|
||||||
|
pool_info = ""
|
||||||
|
|
||||||
|
# 记录详细错误日志
|
||||||
|
logger.error(
|
||||||
|
f"🚨 全局异常: {error_type}: {error_msg} "
|
||||||
|
f"请求路径: {request.url.path}, 方法: {request.method}{pool_info}\n"
|
||||||
|
f"堆栈跟踪:\n{stack_trace}"
|
||||||
|
)
|
||||||
|
|
||||||
return HTTPException(
|
return HTTPException(
|
||||||
status_code=500,
|
status_code=500,
|
||||||
detail="服务器内部错误"
|
detail=f"服务器内部错误: {error_type}"
|
||||||
)
|
)
|
||||||
@@ -1,11 +1,14 @@
|
|||||||
from sqlalchemy.orm import Session
|
from sqlalchemy.orm import Session
|
||||||
from sqlalchemy import text, inspect
|
from sqlalchemy import text, inspect
|
||||||
|
from sqlalchemy.exc import SQLAlchemyError, DisconnectionError, TimeoutError
|
||||||
from typing import List, Optional, Dict, Any
|
from typing import List, Optional, Dict, Any
|
||||||
from ..models.original_data import OriginalData, get_original_data_model, get_table_name
|
from ..models.original_data import OriginalData, get_original_data_model, get_table_name
|
||||||
from .base import BaseService
|
from .base import BaseService
|
||||||
from ..models.settlement_data import SettlementData
|
from ..models.settlement_data import SettlementData
|
||||||
from ..models.account import Account
|
from ..models.account import Account
|
||||||
from ..core.database import engine
|
from ..core.database import engine
|
||||||
|
from ..core.db_monitor import log_pool_status, get_pool_status
|
||||||
|
from ..core.retry import retry, circuit_breaker, RetryConfig
|
||||||
import logging
|
import logging
|
||||||
|
|
||||||
logger = logging.getLogger(__name__)
|
logger = logging.getLogger(__name__)
|
||||||
@@ -363,49 +366,84 @@ class OriginalDataService(BaseService[OriginalData]):
|
|||||||
|
|
||||||
table_name = self._get_table_name(account_id)
|
table_name = self._get_table_name(account_id)
|
||||||
|
|
||||||
# **重要**: 始终使用内部事务,确保数据能正确提交
|
# 记录开始前的连接池状态
|
||||||
# 这是为了解决外部事务可能不提交的问题
|
pool_stats_before = get_pool_status()
|
||||||
# in_transaction = db.in_transaction()
|
logger.info(f"开始批量导入,连接池状态: {pool_stats_before}")
|
||||||
|
|
||||||
# 始终创建内部事务
|
# 检查是否已在事务中
|
||||||
for attempt in range(2): # 最多重试1次
|
in_transaction = db.in_transaction()
|
||||||
try:
|
logger.info(f"当前事务状态: {'已在事务中' if in_transaction else '无事务'}")
|
||||||
db.begin()
|
|
||||||
success_count = 0
|
|
||||||
failed_count = 0
|
|
||||||
failed_items = []
|
|
||||||
|
|
||||||
# 执行数据导入操作
|
@retry(config=RetryConfig(max_attempts=2, base_delay=2.0, max_delay=10.0))
|
||||||
success_count = self._execute_import(db, table_name, data, account_id)
|
def _do_import():
|
||||||
db.commit()
|
"""执行导入操作的内部函数(带重试)"""
|
||||||
logger.info(f"Batch import original data completed. Success: {success_count}, Failed: {failed_count}")
|
for attempt in range(2): # 最多重试1次
|
||||||
break
|
|
||||||
|
|
||||||
except Exception as e:
|
|
||||||
try:
|
try:
|
||||||
db.rollback()
|
# 只有不在事务中时才调用begin()
|
||||||
except:
|
if not in_transaction:
|
||||||
pass # 如果回滚失败,忽略错误
|
logger.info(f"开始内部事务 (尝试 {attempt + 1})")
|
||||||
logger.warning(f"Batch import attempt {attempt + 1} failed: {str(e)}")
|
db.begin()
|
||||||
if attempt == 1: # 最后一次重试失败
|
else:
|
||||||
logger.error("Batch import original data failed after retries")
|
logger.info(f"使用外部事务执行导入 (尝试 {attempt + 1})")
|
||||||
|
|
||||||
|
success_count = 0
|
||||||
|
failed_count = 0
|
||||||
|
failed_items = []
|
||||||
|
|
||||||
|
# 执行数据导入操作
|
||||||
|
success_count = self._execute_import(db, table_name, data, account_id)
|
||||||
|
|
||||||
|
# 只有我们开始的事务才提交
|
||||||
|
if not in_transaction:
|
||||||
|
db.commit()
|
||||||
|
logger.info(f"事务已提交")
|
||||||
|
else:
|
||||||
|
logger.info(f"使用外部事务,不提交")
|
||||||
|
|
||||||
|
logger.info(f"Batch import original data completed. Success: {success_count}, Failed: {failed_count}")
|
||||||
return {
|
return {
|
||||||
'success': False,
|
'success': True,
|
||||||
'message': f'批量导入失败: {str(e)}',
|
'message': '批量导入完成' if failed_count == 0 else f'部分导入失败',
|
||||||
'total_count': total_count,
|
'total_count': total_count,
|
||||||
'success_count': 0,
|
'success_count': success_count,
|
||||||
'failed_count': total_count,
|
'failed_count': failed_count,
|
||||||
'failed_items': failed_items
|
'failed_items': failed_items
|
||||||
}
|
}
|
||||||
|
|
||||||
return {
|
except SQLAlchemyError as e:
|
||||||
'success': True,
|
# 只有我们开始的事务才回滚
|
||||||
'message': '批量导入完成' if failed_count == 0 else f'部分导入失败',
|
if not in_transaction:
|
||||||
'total_count': total_count,
|
try:
|
||||||
'success_count': success_count,
|
db.rollback()
|
||||||
'failed_count': failed_count,
|
except:
|
||||||
'failed_items': failed_items
|
pass
|
||||||
}
|
|
||||||
|
pool_stats_after = get_pool_status()
|
||||||
|
error_msg = f"数据库错误 (尝试 {attempt + 1}): {str(e)}"
|
||||||
|
logger.error(f"{error_msg}, 连接池状态: {pool_stats_after}")
|
||||||
|
|
||||||
|
# 记录错误详情
|
||||||
|
logger.error(
|
||||||
|
f"错误详情: 类型={type(e).__name__}, "
|
||||||
|
f"连接池使用率={pool_stats_after.get('usage_percent', 0)}%, "
|
||||||
|
f"SQL: {str(e)[:200]}"
|
||||||
|
)
|
||||||
|
|
||||||
|
if attempt == 1: # 最后一次重试失败
|
||||||
|
logger.error("Batch import original data failed after retries")
|
||||||
|
raise e # 抛出异常触发重试装饰器
|
||||||
|
|
||||||
|
try:
|
||||||
|
return _do_import()
|
||||||
|
except Exception as e:
|
||||||
|
return {
|
||||||
|
'success': False,
|
||||||
|
'message': f'批量导入失败: {str(e)}',
|
||||||
|
'total_count': total_count,
|
||||||
|
'success_count': 0,
|
||||||
|
'failed_count': total_count,
|
||||||
|
'failed_items': []
|
||||||
|
}
|
||||||
|
|
||||||
def _execute_import(self, db: Session, table_name: str, data: List, account_id: int) -> int:
|
def _execute_import(self, db: Session, table_name: str, data: List, account_id: int) -> int:
|
||||||
"""执行数据导入操作(抽取的公共逻辑)"""
|
"""执行数据导入操作(抽取的公共逻辑)"""
|
||||||
@@ -610,16 +648,23 @@ class OriginalDataService(BaseService[OriginalData]):
|
|||||||
total_count = sum(len(group['data']) for group in group_validation_results if group['valid'])
|
total_count = sum(len(group['data']) for group in group_validation_results if group['valid'])
|
||||||
logger.info(f"Total valid groups: {len(group_validation_results)}, Total records: {total_count}")
|
logger.info(f"Total valid groups: {len(group_validation_results)}, Total records: {total_count}")
|
||||||
|
|
||||||
# **重要**: 始终使用内部事务,确保数据能正确提交
|
# 记录开始前的连接池状态
|
||||||
# 这是为了解决外部事务可能不提交的问题
|
pool_stats_before = get_pool_status()
|
||||||
# in_transaction = db.in_transaction()
|
logger.info(f"开始新版批量导入,连接池状态: {pool_stats_before}")
|
||||||
# logger.info(f"Original transaction status: {'in_transaction' if in_transaction else 'not in_transaction'}")
|
|
||||||
|
# 检查是否已在事务中
|
||||||
|
in_transaction = db.in_transaction()
|
||||||
|
logger.info(f"当前事务状态: {'已在事务中' if in_transaction else '无事务'}")
|
||||||
|
|
||||||
# 始终创建内部事务
|
|
||||||
for attempt in range(2):
|
for attempt in range(2):
|
||||||
try:
|
try:
|
||||||
logger.info(f"Starting internal transaction (attempt {attempt + 1})")
|
# 只有不在事务中时才调用begin()
|
||||||
db.begin()
|
if not in_transaction:
|
||||||
|
logger.info(f"开始内部事务 (尝试 {attempt + 1})")
|
||||||
|
db.begin()
|
||||||
|
else:
|
||||||
|
logger.info(f"使用外部事务执行导入 (尝试 {attempt + 1})")
|
||||||
|
|
||||||
success_count = 0
|
success_count = 0
|
||||||
failed_count = 0
|
failed_count = 0
|
||||||
failed_items = []
|
failed_items = []
|
||||||
@@ -670,17 +715,36 @@ class OriginalDataService(BaseService[OriginalData]):
|
|||||||
logger.info(f"Account {account_id} completed: Success={group_results['success_count']}, Failed={group_results['failed_count']}")
|
logger.info(f"Account {account_id} completed: Success={group_results['success_count']}, Failed={group_results['failed_count']}")
|
||||||
|
|
||||||
logger.info(f"Before commit: Success={success_count}, Failed={failed_count}")
|
logger.info(f"Before commit: Success={success_count}, Failed={failed_count}")
|
||||||
db.commit()
|
|
||||||
logger.info(f"Transaction committed successfully! Success: {success_count}, Failed: {failed_count}")
|
# 只有我们开始的事务才提交
|
||||||
|
if not in_transaction:
|
||||||
|
db.commit()
|
||||||
|
logger.info(f"事务已提交")
|
||||||
|
else:
|
||||||
|
logger.info(f"使用外部事务,不提交")
|
||||||
|
|
||||||
|
logger.info(f"Transaction completed successfully! Success: {success_count}, Failed: {failed_count}")
|
||||||
break
|
break
|
||||||
|
|
||||||
except Exception as e:
|
except SQLAlchemyError as e:
|
||||||
logger.error(f"Transaction rollback due to: {str(e)}")
|
# 只有我们开始的事务才回滚
|
||||||
try:
|
if not in_transaction:
|
||||||
db.rollback()
|
try:
|
||||||
except:
|
db.rollback()
|
||||||
pass # 如果回滚失败,忽略错误
|
except:
|
||||||
logger.warning(f"Batch import attempt {attempt + 1} failed: {str(e)}")
|
pass
|
||||||
|
|
||||||
|
pool_stats_after = get_pool_status()
|
||||||
|
error_msg = f"数据库错误 (尝试 {attempt + 1}): {str(e)}"
|
||||||
|
logger.error(f"{error_msg}, 连接池状态: {pool_stats_after}")
|
||||||
|
|
||||||
|
# 记录错误详情
|
||||||
|
logger.error(
|
||||||
|
f"错误详情: 类型={type(e).__name__}, "
|
||||||
|
f"连接池使用率={pool_stats_after.get('usage_percent', 0)}%, "
|
||||||
|
f"SQL: {str(e)[:200]}"
|
||||||
|
)
|
||||||
|
|
||||||
if attempt == 1:
|
if attempt == 1:
|
||||||
logger.error("Batch import original data failed after retries")
|
logger.error("Batch import original data failed after retries")
|
||||||
return {
|
return {
|
||||||
|
|||||||
Reference in New Issue
Block a user