数据库中的内存占用较大,查找谁占用了buffer外的内存
数据库版本:Server version: 8.0.32-26 GreatSQL (GPL), Release 26,
操作系统:UnionTech OS Server 20
top截图:
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
free -g输出:
total used free sharedbuff/cache available
Mem: 125 76 0 35 48 12
Swap: 3 3 0
my.cnf里面有关于内存的配置参数:
key_buffer_size = 4096M
max_allowed_packet = 512M
read_rnd_buffer_size = 32M
thread_cache_size = 300
innodb_buffer_pool_size = 20G
max_heap_table_size = 256M
join_buffer_size = 16M
tmp_table_size = 256M
table_open_cache = 2048
bulk_insert_buffer_size = 64M
read_buffer_size = 16M
sort_buffer_size = 16M
net_buffer_length = 8K
myisam_sort_buffer_size = 8M
max_connections = 8000
上面的innodb_buffer_pool_size才20G,其他零零散散加起来应该也不会到70G吧?
我查了下下面的语句:
全局总内存25G左右:
mysql> select * from sys.memory_global_total;
+-----------------+
| total_allocated |
+-----------------+
| 25.37 GiB |
+-----------------+
1 row in set (0.01 sec)
会话内存:
mysql> select thd_id,conn_id, current_memory from sys.session where current_memory like '%M%' order by 3;
+----------+----------+----------------+
| thd_id | conn_id| current_memory |
+----------+----------+----------------+
| 72690195 | 61473587 | 1.21 MiB |
| 72712200 | 61493864 | 1.25 MiB |
| 72709387 | 61491275 | 1.31 MiB |
| 72718318 | 61499534 | 1.31 MiB |
| 72715663 | 61497071 | 1.35 MiB |
| 72706233 | 61488401 | 1.46 MiB |
| 72710791 | 61492583 | 1.48 MiB |
| 72627503 | 61415759 | 1.53 MiB |
| 72716667 | 61498011 | 1.58 MiB |
| 72716664 | 61498008 | 1.80 MiB |
| 72672172 | 61456876 | 1.91 MiB |
| 72641324 | 61428492 | 1.97 MiB |
| 72717818 | 61499066 | 17.34 MiB |
| 72693278 | 61476446 | 18.19 MiB |
| 72716495 | 61497847 | 2.05 MiB |
| 72704410 | 61486714 | 2.07 MiB |
| 56 | 5 | 2.14 MiB |
| 72696072 | 61479016 | 4.10 MiB |
| 72712192 | 61493856 | 4.16 MiB |
| 72704420 | 61486716 | 5.80 MiB |
| 72684324 | 61468196 | 6.51 MiB |
| 72683907 | 61467811 | 7.46 MiB |
+----------+----------+---
+----------+----------+----------------+
22 rows in set (0.27 sec)
过滤的kib的,kib的200多个,没有gb的连接
这样算起来也没有达到70G吧,那是什么消耗了内存呢?
有没有大佬解解惑?
补充提供几个信息
1、查询结果
SHOW ENGINE INNODB STATUS\G
2、查询结果
select event_name,SUM_NUMBER_OF_BYTES_ALLOCfrom
performance_schema.memory_summary_global_by_event_name
order by SUM_NUMBER_OF_BYTES_ALLOC desc LIMIT 10;
3、查询结果
SHOW GLOBAL STATUS;
4、查询结果
SHOW PROCESSLIST;
5、查询结果select event_name, SUM_NUMBER_OF_BYTES_ALLOC from
performance_schema.memory_summary_by_thread_by_event_name
order by SUM_NUMBER_OF_BYTES_ALLOC desc limit 20;
以上结果最好是提供文本原文内容或作为附件上传
yejr 发表于 2025-8-13 09:57
补充提供几个信息
1、查询结果
附件里面有输出内容
wrh 发表于 2025-8-13 10:08
附件里面有输出内容
从你提供的信息来看,至少存在以下几个问题
1、分配的ibp太低了,严重不足
对应指标
| Innodb_buffer_pool_wait_free | 7564050
物理内存有125G,却只给ibp分配20G,至少先分配50%吧
2、分配的innodb log buffer不足
指标
| Innodb_log_waits | 39
看不到你的innodb_log_buffer_size参数值多大,一般可以设置32MB左右
3、垃圾SQL太多
指标
| Slow_queries | 44024796
| Innodb_row_lock_time_avg | 124
应尽快优化这些垃圾SQL
4、内存临时表buffer可能设置太小
指标
| Created_tmp_disk_tables | 7118057
| Created_tmp_tables | 93994727
看不到你的tmp_table_size 和 max_heap_table_size 参数值多大,应适当加大,一般可以设置96MB左右 本帖最后由 wrh 于 2025-8-13 11:20 编辑
yejr 发表于 2025-8-13 11:01
从你提供的信息来看,至少存在以下几个问题
1、分配的ibp太低了,严重不足
1、分配的ibp太低了,严重不足
对应指标
| Innodb_buffer_pool_wait_free | 7564050
物理内存有125G,却只给ibp分配20G,至少先分配50%吧
关于这一点,我的物理内存已经占用了78G了,过一半了,在增加,就是把这个增加到50%会保护有风险?
其他的输出
mysql> show variables like 'innodb_log_buffer_size';
+------------------------+----------+
| Variable_name | Value |
+------------------------+----------+
| innodb_log_buffer_size | 16777216 |
+------------------------+----------+
1 row in set (0.02 sec)
mysql> show variables like '%tmp_table%';
+----------------+-----------+
| Variable_name| Value |
+----------------+-----------+
| tmp_table_size | 268435456 |
+----------------+-----------+
1 row in set (0.00 sec)
mysql> show variables like 'max_heap_table_size';
+---------------------+-----------+
| Variable_name | Value |
+---------------------+-----------+
| max_heap_table_size | 268435456 |
+---------------------+-----------+
1 row in set (0.01 sec)
mysql>
wrh 发表于 2025-8-13 11:17
1、分配的ibp太低了,严重不足
对应指标
| Innodb_buffer_pool_wait_free | 75 ...
先调大 innodb_buffer_pool_size(不放心就先一点点加大),同步优化垃圾SQL吧 yejr 发表于 2025-8-13 12:15
先调大 innodb_buffer_pool_size(不放心就先一点点加大),同步优化垃圾SQL吧
垃圾sql的话,他表里面就200,300条数据,这种也优化?
mysql是不是也是建议用绑定变量? wrh 发表于 2025-8-13 12:28
垃圾sql的话,他表里面就200,300条数据,这种也优化?
mysql是不是也是建议用绑定变量? ...
优化垃圾SQL只能具体问题具体分析了,没有定式,可以参考文档:https://greatsql.cn/docs/8.0.32-27/12-dev-guide/12-7-4-sql-optimize-slowsql.html 看你提供的截图,mysqld进程当前CPU利用率是463%,这通常是因为SQL效率很低(这个概率更高些)或者因为行锁导致的
此外,也强烈建议安装 jemalloc 取代原生的 glibc,它的内存分配管理效率更高也更安全,参考:https://greatsql.cn/docs/8.0.32-27/4-install-guide/1-install-prepare.html#%E5%85%B6%E4%BB%96
yejr 发表于 2025-8-13 14:23
看你提供的截图,mysqld进程当前CPU利用率是463%,这通常是因为SQL效率很低(这个概率更高些)或者因为行锁 ...
这个又这个lib
# ls -la /usr/lib64/libjemalloc.so*
-rwxr-xr-x 1 root root 543288 Feb 122022 /usr/lib64/libjemalloc.so.2
页:
[1]
2