讨论个数据库优化的问题
还是之前遇到的MySQL内存问题,自建的机器内存问题,经过操作系统级别的定期回收内存,已经解决内存过高了,现在有个业务实例,使用的是阿里云RDS,有个服务是频繁往数据库里LOAD数据,然后调用存储过程将LOAD的临时表数据合并到正式表,用的REPLACE,试用过很多方法,小版本升级(最高升到8.0.28,后面字符集命名方式问题不能再升了)可以排除掉小版本BUG的问题;
配置升级,一路升配的64G的内存,还是会一直涨;
开启performance_shcema后,查询内存占用
SELECT th.PROCESSLIST_ID AS conn_id,
sys.format_bytes(SUM(m.CURRENT_NUMBER_OF_BYTES_USED)) AS current_alloc
FROM performance_schema.memory_summary_by_thread_by_event_name m
JOIN performance_schema.threads th ON m.THREAD_ID = th.THREAD_ID
GROUP BY conn_id
ORDER BY SUM(m.CURRENT_NUMBER_OF_BYTES_USED) DESC
LIMIT 30;
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
其中 25727 线程,一直不会释放,一直涨,
查看对应线程
SELECT EVENT_NAME,
ROUND(CURRENT_NUMBER_OF_BYTES_USED/1024/1024,2) AS current_mb,
ROUND(HIGH_NUMBER_OF_BYTES_USED/1024/1024,2) AS high_mb,
COUNT_ALLOC, COUNT_FREE
FROM performance_schema.memory_summary_by_thread_by_event_name
WHERE THREAD_ID = 26819
ORDER BY CURRENT_NUMBER_OF_BYTES_USED DESC
LIMIT 50;
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
memory/innodb/memory 这个事件占的最多
我应该让开发改改EF框架?还是啥问题呢,现在数据库方面真的是想尽办法也找不到啥优化方法了
你的RDS内存已经是64G,定时任务LOAD数据,用了内存10G,这个也不太过分吧。 reddey 发表于 2025-11-22 17:14
你的RDS内存已经是64G,定时任务LOAD数据,用了内存10G,这个也不太过分吧。
它会一直涨,直到把Master撑爆,然后引起HA。 wangcw 发表于 2025-11-23 08:37
它会一直涨,直到把Master撑爆,然后引起HA。
阿里云RDS,你这个是用的主从复制? load完数据后,把这个进程给kill看看呢 reddey 发表于 2025-11-24 09:42
阿里云RDS,你这个是用的主从复制?
就单纯的高可用版本RDS,它后台隐藏一台机器的。 yejr 发表于 2025-11-24 15:18
load完数据后,把这个进程给kill看看呢
代码改不了,KILL掉应用就断了,而且是3分钟一次,调用很频繁的。
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