在 MySQL 上写入非常慢 8 - 等待处理程序提交
Very slow writes on MySQL 8 - waiting for handler commit
我在边缘设备上安装了 MySQL 8 docker 安装，该设备有以下两个表要写入
video_paths | CREATE TABLE `video_paths` (
`entry` int(11) NOT NULL AUTO_INCREMENT,
`timestamp` bigint(20) NOT NULL,
`duration` int(11) NOT NULL,
`path` varchar(255) NOT NULL,
`motion` int(11) NOT NULL DEFAULT '0',
`cam_id` varchar(255) NOT NULL DEFAULT '',
`hd` tinyint(1) NOT NULL DEFAULT '0',
PRIMARY KEY (`entry`),
KEY `cam_id` (`cam_id`),
KEY `timestamp` (`timestamp`)
) ENGINE=InnoDB AUTO_INCREMENT=7342309 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci
和
CREATE TABLE `tracker` (
`id` int(11) NOT NULL AUTO_INCREMENT,
`table_name` varchar(255) NOT NULL,
`primary_key_name` varchar(255) NOT NULL,
`pointer` int(11) NOT NULL DEFAULT '0',
PRIMARY KEY (`id`),
UNIQUE KEY `table_name` (`table_name`)
) ENGINE=InnoDB AUTO_INCREMENT=4 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci
以下查询 运行 每隔几秒一次，最多 32 个摄像头，如慢速查询日志所示，这会占用大量时间。
UPDATE tracker SET pointer = 7342046 WHERE table_name = 'video_paths'
INSERT INTO video_paths (timestamp,duration,path,cam_id,hd) VALUES (1597548365000,5000,'/s/ss/x-0/v/2020-08-16/3/1.ts','x-1',1)
大部分时间都处于waiting for handler commit状态
我的数据（表 + 索引）的总大小约为 1GB，我启用了以下设置以优化写入
skip-log-bin - 禁用了 bin 日志，因为我没有副本，因此没有用
innodb_flush_log_at_trx_commit =2 - 我在这里优化性能而不是一致性。
range_optimizer_max_mem_size =0 如本 question 中所述，我已允许最大内存到范围优化器。
inndo_buffer_pool_size= 512Mb - 这应该足够我的数据了吧？
innodb_log_file_size= 96Mb *2 个文件
我发现查询有时需要长达 90-100 秒。
SET timestamp=1597549337;
INSERT INTO video_paths (timestamp,duration,path,cam_id,hd) VALUES (1597548365000,5000,'/s/ss/x-0/v/2020-08-16/3/1.ts','x-1',1);
# Time: 2020-08-16T03:42:24.533408Z
# Query_time: 96.712976 Lock_time: 0.000033 Rows_sent: 0 Rows_examined: 0
---更新---
这是完整的 my.cnf 文件
my.cnf
[mysqld]
pid-file = /var/run/mysqld/mysqld.pid
socket = /var/run/mysqld/mysqld.sock
datadir = /var/lib/mysql
secure-file-priv= NULL
# Disabling symbolic-links is recommended to prevent assorted security risks
symbolic-links=0
skip-log-bin
innodb_buffer_pool_size=536870912
innodb_log_file_size=100663296
# Custom config should go here
!includedir /etc/mysql/conf.d/
conf.d/docker.cnf
[mysqld]
skip-host-cache
skip-name-resolve
docker 容器正在使用主机模式，因此容器有完整的 15GB 内存可用。
--- 更新 2 ---
按照@fyrye 的建议将 innodb_buffer_poo_size 增加到 2GB 后，语句现在开始卡在 STATE = UPDATE 而不是 waiting for handler commit.
---- 更新 3 ---
看起来 CPU 导致了瓶颈
** ---- 更新 4 ---- **
附加信息
- 内存大小
total used free shared buff/cache available
Mem: 15909 1711 9385 2491 4813 11600
Swap: 0 0 0
- 未连接 SSD/NVMe 台设备
SHOW GLOBAL STATUS - https://pastebin.com/vtWi0PUqSHOW GLOBAL VARIABLES - https://pastebin.com/MUZeG959SHOW FULL PROCESSLIST - https://pastebin.com/eebEcYk7- htop -
htop 这里是边缘系统，它有 4 个其他容器 运行ning，包括主应用程序、ffmpeg、mqtt 等。
ulimit -a:
core file size (blocks, -c) 0
data seg size (kbytes, -d) unlimited
scheduling priority (-e) 0
file size (blocks, -f) unlimited
pending signals (-i) 62576
max locked memory (kbytes, -l) 64
max memory size (kbytes, -m) unlimited
open files (-n) 1024
pipe size (512 bytes, -p) 8
POSIX message queues (bytes, -q) 819200
real-time priority (-r) 0
stack size (kbytes, -s) 8192
cpu time (seconds, -t) unlimited
max user processes (-u) 62576
virtual memory (kbytes, -v) unlimited
file locks (-x) unlimited
opstat -xm 5 4
Linux 4.15.0-106-generic (xxxx) 08/18/2020 _x86_64_ (4 CPU)
avg-cpu: %user %nice %system %iowait %steal %idle
26.97 0.00 22.36 22.53 0.00 28.14
Device: rrqm/s wrqm/s r/s w/s rMB/s wMB/s avgrq-sz avgqu-sz await r_await w_await svctm %util
loop0 0.00 0.00 0.00 0.00 0.00 0.00 3.20 0.00 2.40 2.40 0.00 0.00 0.00
sda 13.78 9.89 32.24 11.44 0.37 4.10 209.51 47.52 1079.07 44.07 3994.87 22.39 97.81
avg-cpu: %user %nice %system %iowait %steal %idle
19.71 0.00 27.85 40.87 0.00 11.57
Device: rrqm/s wrqm/s r/s w/s rMB/s wMB/s avgrq-sz avgqu-sz await r_await w_await svctm %util
loop0 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
sda 0.00 0.00 1.40 4.60 0.03 2.71 934.93 142.66 24221.33 666.29 31390.26 166.67 100.00
avg-cpu: %user %nice %system %iowait %steal %idle
20.16 0.00 26.77 28.30 0.00 24.77
Device: rrqm/s wrqm/s r/s w/s rMB/s wMB/s avgrq-sz avgqu-sz await r_await w_await svctm %util
loop0 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
sda 0.00 0.00 8.80 5.60 0.03 3.45 496.11 141.28 12507.78 194.00 31858.00 69.44 100.00
mpstat -P ALL 5 3
Linux 4.15.0-106-generic (sn-1f0ce8) 08/18/2020 _x86_64_ (4 CPU)
02:15:47 PM CPU %usr %nice %sys %iowait %irq %soft %steal %guest %gnice %idle
02:15:52 PM all 21.48 0.00 20.40 29.01 0.00 7.94 0.00 0.00 0.00 21.17
02:15:52 PM 0 24.95 0.00 20.86 5.32 0.00 0.61 0.00 0.00 0.00 48.26
02:15:52 PM 1 17.59 0.00 18.81 57.67 0.00 5.93 0.00 0.00 0.00 0.00
02:15:52 PM 2 21.28 0.00 17.36 0.21 0.00 24.79 0.00 0.00 0.00 36.36
02:15:52 PM 3 22.34 0.00 24.59 52.46 0.00 0.61 0.00 0.00 0.00 0.00
02:15:52 PM CPU %usr %nice %sys %iowait %irq %soft %steal %guest %gnice %idle
02:15:57 PM all 20.56 0.00 20.00 28.26 0.00 7.08 0.00 0.00 0.00 24.10
02:15:57 PM 0 24.44 0.00 18.89 12.32 0.00 0.21 0.00 0.00 0.00 44.15
02:15:57 PM 1 17.73 0.00 15.46 33.20 0.00 4.95 0.00 0.00 0.00 28.66
02:15:57 PM 2 18.93 0.00 22.22 12.35 0.00 22.84 0.00 0.00 0.00 23.66
02:15:57 PM 3 21.06 0.00 23.31 55.21 0.00 0.41 0.00 0.00 0.00 0.00
02:15:57 PM CPU %usr %nice %sys %iowait %irq %soft %steal %guest %gnice %idle
02:16:02 PM all 21.81 0.00 18.32 26.42 0.00 7.03 0.00 0.00 0.00 26.42
02:16:02 PM 0 26.43 0.00 19.67 0.20 0.00 0.41 0.00 0.00 0.00 53.28
02:16:02 PM 1 20.57 0.00 17.11 45.21 0.00 5.30 0.00 0.00 0.00 11.81
02:16:02 PM 2 19.67 0.00 16.74 0.21 0.00 21.97 0.00 0.00 0.00 41.42
02:16:02 PM 3 20.45 0.00 19.84 58.91 0.00 0.81 0.00 0.00 0.00 0.00
Average: CPU %usr %nice %sys %iowait %irq %soft %steal %guest %gnice %idle
Average: all 21.28 0.00 19.57 27.90 0.00 7.35 0.00 0.00 0.00 23.90
Average: 0 25.27 0.00 19.81 5.94 0.00 0.41 0.00 0.00 0.00 48.57
Average: 1 18.63 0.00 17.13 45.39 0.00 5.39 0.00 0.00 0.00 13.45
Average: 2 19.96 0.00 18.78 4.28 0.00 23.20 0.00 0.00 0.00 33.77
Average: 3 21.28 0.00 22.57 55.54 0.00 0.61 0.00 0.00 0.00 0.00
my.cnf [mysqld] 部分要考虑的建议
log_error=/var/lib/mysql/sn-1f0ce8-error.log # from stderr to have a visible error log
innodb_lru_scan_depth=100 # from 1024 to conserve 90% CPU cycles used for function
innodb_io_capacity=1900 # from 200 to allow more IOPSecond to your storage device
innodb_flush_neighbors=2 # from 0 to expedite writing to current extent
innodb_max_dirty_pages_pct_lwm=1 # from 10 percent to expedite writes
innodb_max_dirty_pages_pct=1 # from 90 percent to reduce innodb_buffer_pool_pages_dirty count
innodb_change_buffer_max_size=50 # from 25 percent to expedite your high volume activity
您会发现这些建议会减少 CPU 繁忙并加快查询完成。
如需其他建议，请查看配置文件、联系信息的网络配置文件和可免费下载的实用程序脚本以帮助提高性能。
我在边缘设备上安装了 MySQL 8 docker 安装，该设备有以下两个表要写入
video_paths | CREATE TABLE `video_paths` (
`entry` int(11) NOT NULL AUTO_INCREMENT,
`timestamp` bigint(20) NOT NULL,
`duration` int(11) NOT NULL,
`path` varchar(255) NOT NULL,
`motion` int(11) NOT NULL DEFAULT '0',
`cam_id` varchar(255) NOT NULL DEFAULT '',
`hd` tinyint(1) NOT NULL DEFAULT '0',
PRIMARY KEY (`entry`),
KEY `cam_id` (`cam_id`),
KEY `timestamp` (`timestamp`)
) ENGINE=InnoDB AUTO_INCREMENT=7342309 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci
和
CREATE TABLE `tracker` (
`id` int(11) NOT NULL AUTO_INCREMENT,
`table_name` varchar(255) NOT NULL,
`primary_key_name` varchar(255) NOT NULL,
`pointer` int(11) NOT NULL DEFAULT '0',
PRIMARY KEY (`id`),
UNIQUE KEY `table_name` (`table_name`)
) ENGINE=InnoDB AUTO_INCREMENT=4 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci
以下查询 运行 每隔几秒一次，最多 32 个摄像头，如慢速查询日志所示，这会占用大量时间。
UPDATE tracker SET pointer = 7342046 WHERE table_name = 'video_paths'
INSERT INTO video_paths (timestamp,duration,path,cam_id,hd) VALUES (1597548365000,5000,'/s/ss/x-0/v/2020-08-16/3/1.ts','x-1',1)
大部分时间都处于waiting for handler commit状态
我的数据（表 + 索引）的总大小约为 1GB，我启用了以下设置以优化写入
skip-log-bin - 禁用了 bin 日志，因为我没有副本，因此没有用
innodb_flush_log_at_trx_commit =2 - 我在这里优化性能而不是一致性。
range_optimizer_max_mem_size =0 如本 question 中所述，我已允许最大内存到范围优化器。
inndo_buffer_pool_size= 512Mb - 这应该足够我的数据了吧？
innodb_log_file_size= 96Mb *2 个文件
我发现查询有时需要长达 90-100 秒。
SET timestamp=1597549337;
INSERT INTO video_paths (timestamp,duration,path,cam_id,hd) VALUES (1597548365000,5000,'/s/ss/x-0/v/2020-08-16/3/1.ts','x-1',1);
# Time: 2020-08-16T03:42:24.533408Z
# Query_time: 96.712976 Lock_time: 0.000033 Rows_sent: 0 Rows_examined: 0
---更新--- 这是完整的 my.cnf 文件
my.cnf
[mysqld]
pid-file = /var/run/mysqld/mysqld.pid
socket = /var/run/mysqld/mysqld.sock
datadir = /var/lib/mysql
secure-file-priv= NULL
# Disabling symbolic-links is recommended to prevent assorted security risks
symbolic-links=0
skip-log-bin
innodb_buffer_pool_size=536870912
innodb_log_file_size=100663296
# Custom config should go here
!includedir /etc/mysql/conf.d/
conf.d/docker.cnf
[mysqld]
skip-host-cache
skip-name-resolve
docker 容器正在使用主机模式，因此容器有完整的 15GB 内存可用。
--- 更新 2 ---
按照@fyrye 的建议将 innodb_buffer_poo_size 增加到 2GB 后，语句现在开始卡在 STATE = UPDATE 而不是 waiting for handler commit.
---- 更新 3 ---
看起来 CPU 导致了瓶颈
** ---- 更新 4 ---- ** 附加信息
- 内存大小
total used free shared buff/cache available
Mem: 15909 1711 9385 2491 4813 11600
Swap: 0 0 0
- 未连接 SSD/NVMe 台设备
SHOW GLOBAL STATUS- https://pastebin.com/vtWi0PUqSHOW GLOBAL VARIABLES- https://pastebin.com/MUZeG959SHOW FULL PROCESSLIST- https://pastebin.com/eebEcYk7- htop -
htop这里是边缘系统，它有 4 个其他容器 运行ning，包括主应用程序、ffmpeg、mqtt 等。 ulimit -a:
core file size (blocks, -c) 0
data seg size (kbytes, -d) unlimited
scheduling priority (-e) 0
file size (blocks, -f) unlimited
pending signals (-i) 62576
max locked memory (kbytes, -l) 64
max memory size (kbytes, -m) unlimited
open files (-n) 1024
pipe size (512 bytes, -p) 8
POSIX message queues (bytes, -q) 819200
real-time priority (-r) 0
stack size (kbytes, -s) 8192
cpu time (seconds, -t) unlimited
max user processes (-u) 62576
virtual memory (kbytes, -v) unlimited
file locks (-x) unlimited
opstat -xm 5 4
Linux 4.15.0-106-generic (xxxx) 08/18/2020 _x86_64_ (4 CPU)
avg-cpu: %user %nice %system %iowait %steal %idle
26.97 0.00 22.36 22.53 0.00 28.14
Device: rrqm/s wrqm/s r/s w/s rMB/s wMB/s avgrq-sz avgqu-sz await r_await w_await svctm %util
loop0 0.00 0.00 0.00 0.00 0.00 0.00 3.20 0.00 2.40 2.40 0.00 0.00 0.00
sda 13.78 9.89 32.24 11.44 0.37 4.10 209.51 47.52 1079.07 44.07 3994.87 22.39 97.81
avg-cpu: %user %nice %system %iowait %steal %idle
19.71 0.00 27.85 40.87 0.00 11.57
Device: rrqm/s wrqm/s r/s w/s rMB/s wMB/s avgrq-sz avgqu-sz await r_await w_await svctm %util
loop0 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
sda 0.00 0.00 1.40 4.60 0.03 2.71 934.93 142.66 24221.33 666.29 31390.26 166.67 100.00
avg-cpu: %user %nice %system %iowait %steal %idle
20.16 0.00 26.77 28.30 0.00 24.77
Device: rrqm/s wrqm/s r/s w/s rMB/s wMB/s avgrq-sz avgqu-sz await r_await w_await svctm %util
loop0 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
sda 0.00 0.00 8.80 5.60 0.03 3.45 496.11 141.28 12507.78 194.00 31858.00 69.44 100.00
mpstat -P ALL 5 3
Linux 4.15.0-106-generic (sn-1f0ce8) 08/18/2020 _x86_64_ (4 CPU)
02:15:47 PM CPU %usr %nice %sys %iowait %irq %soft %steal %guest %gnice %idle
02:15:52 PM all 21.48 0.00 20.40 29.01 0.00 7.94 0.00 0.00 0.00 21.17
02:15:52 PM 0 24.95 0.00 20.86 5.32 0.00 0.61 0.00 0.00 0.00 48.26
02:15:52 PM 1 17.59 0.00 18.81 57.67 0.00 5.93 0.00 0.00 0.00 0.00
02:15:52 PM 2 21.28 0.00 17.36 0.21 0.00 24.79 0.00 0.00 0.00 36.36
02:15:52 PM 3 22.34 0.00 24.59 52.46 0.00 0.61 0.00 0.00 0.00 0.00
02:15:52 PM CPU %usr %nice %sys %iowait %irq %soft %steal %guest %gnice %idle
02:15:57 PM all 20.56 0.00 20.00 28.26 0.00 7.08 0.00 0.00 0.00 24.10
02:15:57 PM 0 24.44 0.00 18.89 12.32 0.00 0.21 0.00 0.00 0.00 44.15
02:15:57 PM 1 17.73 0.00 15.46 33.20 0.00 4.95 0.00 0.00 0.00 28.66
02:15:57 PM 2 18.93 0.00 22.22 12.35 0.00 22.84 0.00 0.00 0.00 23.66
02:15:57 PM 3 21.06 0.00 23.31 55.21 0.00 0.41 0.00 0.00 0.00 0.00
02:15:57 PM CPU %usr %nice %sys %iowait %irq %soft %steal %guest %gnice %idle
02:16:02 PM all 21.81 0.00 18.32 26.42 0.00 7.03 0.00 0.00 0.00 26.42
02:16:02 PM 0 26.43 0.00 19.67 0.20 0.00 0.41 0.00 0.00 0.00 53.28
02:16:02 PM 1 20.57 0.00 17.11 45.21 0.00 5.30 0.00 0.00 0.00 11.81
02:16:02 PM 2 19.67 0.00 16.74 0.21 0.00 21.97 0.00 0.00 0.00 41.42
02:16:02 PM 3 20.45 0.00 19.84 58.91 0.00 0.81 0.00 0.00 0.00 0.00
Average: CPU %usr %nice %sys %iowait %irq %soft %steal %guest %gnice %idle
Average: all 21.28 0.00 19.57 27.90 0.00 7.35 0.00 0.00 0.00 23.90
Average: 0 25.27 0.00 19.81 5.94 0.00 0.41 0.00 0.00 0.00 48.57
Average: 1 18.63 0.00 17.13 45.39 0.00 5.39 0.00 0.00 0.00 13.45
Average: 2 19.96 0.00 18.78 4.28 0.00 23.20 0.00 0.00 0.00 33.77
Average: 3 21.28 0.00 22.57 55.54 0.00 0.61 0.00 0.00 0.00 0.00
my.cnf [mysqld] 部分要考虑的建议
log_error=/var/lib/mysql/sn-1f0ce8-error.log # from stderr to have a visible error log
innodb_lru_scan_depth=100 # from 1024 to conserve 90% CPU cycles used for function
innodb_io_capacity=1900 # from 200 to allow more IOPSecond to your storage device
innodb_flush_neighbors=2 # from 0 to expedite writing to current extent
innodb_max_dirty_pages_pct_lwm=1 # from 10 percent to expedite writes
innodb_max_dirty_pages_pct=1 # from 90 percent to reduce innodb_buffer_pool_pages_dirty count
innodb_change_buffer_max_size=50 # from 25 percent to expedite your high volume activity
您会发现这些建议会减少 CPU 繁忙并加快查询完成。
如需其他建议，请查看配置文件、联系信息的网络配置文件和可免费下载的实用程序脚本以帮助提高性能。