mysql压力测试-sysbench安装及使用说明

mysql压力测试-sysbench安装及使用说明

游戏|数码彩彩2024-04-08 7:47:42440A+A-

一、 安装相关的依赖包

yum install *libMySQLclient*

yum install libtool

二、 安装及简介

1)下载安装包

# wget http://sourceforge.net/projects/sysbench/sysbench-0.4.12.tar.gz

2) 编译安装

# tar –zxvf sysbench-0.4.12.tar.gz

进入解压缩包sysbench-0.4.12,并执行脚本autogen.sh

# cd sysbench-0.4.12

# ./autogen.sh

关键的三步:configure && make && make install

首先是./configure命令,sysbench默认是支持MySQL的benchmarking的,如果不加任何选项则要求保证MySQL的安装路径都是默认的标准路径,headfile位于/usr/include目录下,libraries位于/usr/lib/目录下。因为我的MySQL是源码编译安装的,安装路径是放在/usr/local/mysql下,所以这里要添加相应的选项命令:

# ./configure --prefix=/usr/local/sysbench --with-mysql=/usr/local/mysql

--with-mysql-includes=/usr/local/mysql/include/mysql/

--with-mysql-libs=/usr/local/mysql/lib/mysql/

注意:这里在编译时要将路径写到最后的include/mysql及lib/mysql,如下所示:

–with-mysql-includes=/usr/local/mysql/include/mysql/

--with-mysql-libs=/usr/local/mysql/lib/mysql/

因为网上好多资料都没有提到这一层,在编译时总是编译不过去,这里浪费了好多精力。

接下来执行如下命令:

# make && make install

3)yum安装

如果觉得源码安装麻烦,也可以采用yum安装,操作如下:

# yum install -y sysbench

4)简介

sysbench 可以进行以下测试:

CPU 运算性能测试

磁盘 IO 性能测试

调度程序性能测试

内存分配及传输速度测试

POSIX 线程性能测试

数据库性能测试(OLTP 基准测试,需要通过 /usr/share/sysbench/ 目录中的 Lua 脚本执行,例如 oltp_read_only.lua 脚本执行只读测试)

另外,sysbench 还可以通过运行命令时指定自己的 Lua 脚本来自定义测试。

三、 使用

3.1 查看帮助信息

sysbench --help

可以通过 sysbench --help 查看 sysbench 的可用命令、选项及內建测试类型的帮助信息,不同测试类型可用的命令也不同:

[root@VM_157_18_centos ~]# sysbench --help

Usage:

sysbench [options]... [testname] [command]

Commands implemented by most tests: prepare run cleanup help # 可用的命令,四个

General options: # 通用选项

--threads=N 要使用的线程数,默认 1 个 [1]

--events=N 最大允许的事件个数 [0]

--time=N 最大的总执行时间,以秒为单位 [10]

--forced-shutdown=STRING 在 --time 时间限制到达后,强制关闭之前等待的秒数,默认“off”禁用(number of seconds to wait after the --time limit before forcing shutdown, or 'off' to disable) [off]

--thread-stack-size=SIZE 每个线程的堆栈大小 [64K]

--rate=N 平均传输速率。0 则无限制 [0]

--report-interval=N 以秒为单位定期报告具有指定间隔的中间统计信息 0 禁用中间报告 [0]

--report-checkpoints=[LIST,...] 转储完整的统计信息并在指定的时间点重置所有计数器。参数是一个逗号分隔的值列表,表示从测试开始经过这个时间量时必须执行报告检查点(以秒为单位)。报告检查点默认关闭。 []

--debug[=on|off] 打印更多 debug 信息 [off]

--validate[=on|off] 尽可能执行验证检查 [off]

--help[=on|off] 显示帮助信息并退出 [off]

--version[=on|off] 显示版本信息并退出 [off]

--config-file=FILENAME 包含命令行选项的文件

--tx-rate=N 废弃,改用 --rate [0]

--max-requests=N 废弃,改用 --events [0]

--max-time=N 废弃,改用 --time [0]

--num-threads=N 废弃,改用 --threads [1]

Pseudo-Random Numbers Generator options: # 伪随机数发生器选项

--rand-type=STRING random numbers distribution {uniform,gaussian,special,pareto} [special]

--rand-spec-iter=N number of iterations used for numbers generation [12]

--rand-spec-pct=N percentage of values to be treated as 'special' (for special distribution) [1]

--rand-spec-res=N percentage of 'special' values to use (for special distribution) [75]

--rand-seed=N seed for random number generator. When 0, the current time is used as a RNG seed. [0]

--rand-pareto-h=N parameter h for pareto distribution [0.2]

Log options: # 日志选项

--verbosity=N verbosity level {5 - debug, 0 - only critical messages} [3]

--percentile=N percentile to calculate in latency statistics (1-100). Use the special value of 0 to disable percentile calculations [95]

--histogram[=on|off] print latency histogram in report [off]

General database options: # 通用的数据库选项

--db-driver=STRING 指定要使用的数据库驱动程序 ('help' to get list of available drivers)

--db-ps-mode=STRING prepared statements usage mode {auto, disable} [auto]

--db-debug[=on|off] print database-specific debug information [off]

Compiled-in database drivers: # 內建的数据库驱动程序,默认支持 MySQL 和

PostgreSQL

mysql - MySQL driver

pgsql - PostgreSQL driver

mysql options: # MySQL 数据库专用选项

--mysql-host=[LIST,...] MySQL server host [localhost]

--mysql-port=[LIST,...] MySQL server port [3306]

--mysql-socket=[LIST,...] MySQL socket

--mysql-user=STRING MySQL user [sbtest]

--mysql-password=STRING MySQL password []

--mysql-db=STRING MySQL database name [sbtest]

--mysql-ssl[=on|off] use SSL connections, if available in the client library [off]

--mysql-ssl-cipher=STRING use specific cipher for SSL connections []

--mysql-compression[=on|off] use compression, if available in the client library [off]

--mysql-debug[=on|off] trace all client library calls [off]

--mysql-ignore-errors=[LIST,...] list of errors to ignore, or "all" [1213,1020,1205]

--mysql-dry-run[=on|off] Dry run, pretend that all MySQL client API calls are successful without executing them [off]

pgsql options: # PostgreSQL 数据库专用选项

--pgsql-host=STRING PostgreSQL server host [localhost]

--pgsql-port=N PostgreSQL server port [5432]

--pgsql-user=STRING PostgreSQL user [sbtest]

--pgsql-password=STRING PostgreSQL password []

--pgsql-db=STRING PostgreSQL database name [sbtest]

Compiled-in tests: # 內建测试类型

fileio - File I/O test

cpu - CPU performance test

memory - Memory functions speed test

threads - Threads subsystem performance test

mutex - Mutex performance test

See 'sysbench <testname> help' for a list of options for each test.

sysbench <testname> help

通过 sysbench <testname> help 命令可以查看具体一个测试类型的帮助信息。

# sysbench fileio --help

sysbench 1.0.9 (using system LuaJIT 2.0.4)

fileio options:

--file-num=N number of files to create [128]

--file-block-size=N block size to use in all IO operations [16384]

--file-total-size=SIZE total size of files to create [2G]

--file-test-mode=STRING test mode {seqwr, seqrewr, seqrd, rndrd, rndwr, rndrw}

--file-io-mode=STRING file operations mode {sync,async,mmap} [sync]

--file-async-backlog=N number of asynchronous operatons to queue per thread [128]

--file-extra-flags=STRING additional flags to use on opening files {sync,dsync,direct} []

--file-fsync-freq=N do fsync() after this number of requests (0 - don't use fsync()) [100]

--file-fsync-all[=on|off] do fsync() after each write operation [off]

--file-fsync-end[=on|off] do fsync() at the end of test [on]

--file-fsync-mode=STRING which method to use for synchronization {fsync, fdatasync} [fsync]

--file-merged-requests=N merge at most this number of IO requests if possible (0 - don't merge) [0]

--file-rw-ratio=N reads/writes ratio for combined test [1.5]

3.2 测试 CPU

CPU 测试时,会计算素数(对这个数字除以 2 到这个数字平方根之间的所有数字来验证素数)直到某个指定值所需要的时间。单纯的测试一组非常有限 CPU 硬件性能。

CPU 基准测试时可以指定线程数量和素数上限。

先查看帮助信息:

[root@VM_157_18_centos ~]# sysbench cpu help

sysbench 1.0.9 (using system LuaJIT 2.0.4)

cpu options:

--cpu-max-prime=N 素数发生器的上限(upper limit for primes generator) [10000]

开始测试:

[root@VM_157_18_centos ~]# sysbench --cpu-max-prime=10000 --threads=2 cpu run

sysbench 1.0.9 (using system LuaJIT 2.0.4)

Running the test with following options:

Number of threads: 2

Initializing random number generator from current time

Prime numbers limit: 10000

Initializing worker threads...

Threads started!

CPU speed:

events per second: 727.23

General statistics:

total time: 10.0020s

total number of events: 7275

Latency (ms):

min: 1.34

avg: 2.75

max: 39.37

95th percentile: 12.30

sum: 19982.10

Threads fairness:

events (avg/stddev): 3637.5000/1.50

execution time (avg/stddev): 9.9911/0.00

3.3 测试 fileio

使用 fileio 时,需要创建一组测试文件,测试文件需要大于可用内存的大小,避免文件缓存在内存中影响结果。测试流程为:准备测试文件-》测试-》回收测试文件,命令如下:

# sysbench --file-total-size=28G --test=fileio prepare

# sysbench --file-total-size=28G --file-test-mode=rndrw --time=300 --max-requests=0 --test=fileio run

# sysbench --file-total-size=28G fileio cleanup

对于 I/O 基准测试,可以通过 --file-test-mode 告诉 sysbench 要运行的工作负载的类型,可用类型有:

seqwr:顺序写入

seqrewr:顺序重写

seqrd:顺序读取

rndrd:随机读取

rndwr:随机写入

rndrw:随机读取/写入

上面的例子中使用的是随机读取/写入(rndrw)。通过 --time 选项指定测试持续时间(以秒为单位)。

帮助信息:

# sysbench fileio help

sysbench 1.0.9 (using system LuaJIT 2.0.4)

fileio options:

--file-num=N number of files to create [128]

--file-block-size=N block size to use in all IO operations [16384]

--file-total-size=SIZE total size of files to create [2G]

--file-test-mode=STRING test mode {seqwr, seqrewr, seqrd, rndrd, rndwr, rndrw}

--file-io-mode=STRING file operations mode {sync,async,mmap} [sync]

--file-async-backlog=N number of asynchronous operatons to queue per thread [128]

--file-extra-flags=STRING additional flags to use on opening files {sync,dsync,direct} []

--file-fsync-freq=N do fsync() after this number of requests (0 - don't use fsync()) [100]

--file-fsync-all[=on|off] do fsync() after each write operation [off]

--file-fsync-end[=on|off] do fsync() at the end of test [on]

--file-fsync-mode=STRING which method to use for synchronization {fsync, fdatasync} [fsync]

--file-merged-requests=N merge at most this number of IO requests if possible (0 - don't merge) [0]

--file-rw-ratio=N reads/writes ratio for combined test [1.5]

命令的完整输出如下:

[root@VM_157_18_centos ~]# sysbench --file-total-size=28G fileio prepare

sysbench 1.0.9 (using system LuaJIT 2.0.4)

128 files, 229376Kb each, 28672Mb total

Creating files for the test...

Extra file open flags: 0

Creating file test_file.0

Creating file test_file.1

...此处总共创建了 128 个文件,每个 229376Kb,总共 28672Mb

Creating file test_file.127

30064771072 bytes written in 255.52 seconds (112.21 MiB/sec).

[root@VM_157_18_centos ~]# sysbench --file-total-size=28G --file-test-mode=rndrw --time=300 --max-requests=0 fileio run

sysbench 1.0.9 (using system LuaJIT 2.0.4)

Running the test with following options:

Number of threads: 1

Initializing random number generator from current time

Extra file open flags: 0

128 files, 224MiB each

28GiB total file size

Block size 16KiB

Number of IO requests: 0

Read/Write ratio for combined random IO test: 1.50

Periodic FSYNC enabled, calling fsync() each 100 requests.

Calling fsync() at the end of test, Enabled.

Using synchronous I/O mode

Doing random r/w test

Initializing worker threads...

Threads started!

File operations:

reads/s: 96.00

writes/s: 64.00

fsyncs/s: 204.47

Throughput:

read, MiB/s: 1.50

written, MiB/s: 1.00

General statistics:

total time: 300.0016s

total number of events: 109341

Latency (ms):

min: 0.00

avg: 2.74

max: 256.76

95th percentile: 7.17

sum: 299726.28

Threads fairness:

events (avg/stddev): 109341.0000/0.00

execution time (avg/stddev): 299.7263/0.00

[root@VM_157_18_centos ~]# sysbench --file-total-size=28G fileio cleanup

sysbench 1.0.9 (using system LuaJIT 2.0.4)

Removing test files...

2.4 测试 memory

当在 sysbench 中进行内存测试时,会分配一个内存缓冲区并在此执行读写操作,每次操作都会读完或写满缓冲区。然后重复此操作直到达到指定大小(--memory-total-size)。可以提供多个线程(--threads),不同的缓冲区大小(--memory-block-size)和请求类型(读或写,顺序或随机)。

帮助信息:

# sysbench memory help

sysbench 1.0.9 (using system LuaJIT 2.0.4)

memory options:

--memory-block-size=SIZE size of memory block for test [1K]

--memory-total-size=SIZE total size of data to transfer [100G]

--memory-scope=STRING memory access scope {global,local} [global]

--memory-hugetlb[=on|off] allocate memory from HugeTLB pool [off]

--memory-oper=STRING type of memory operations {read, write, none} [write]

--memory-access-mode=STRING memory access mode {seq,rnd} [seq]

例如,指定 4 个线程,缓冲区大小为 8KB,在内存中传输 4GB 数据的测试:

[root@VM_157_18_centos ~]# sysbench --threads=4 --memory-block-size=8k --memory-total-size=4G memory run

sysbench 1.0.9 (using system LuaJIT 2.0.4)

Running the test with following options:

Number of threads: 4

Initializing random number generator from current time

Running memory speed test with the following options:

block size: 8KiB

total size: 4096MiB

operation: write

scope: global

Initializing worker threads...

Threads started!

Total operations: 524288 (731249.24 per second)

4096.00 MiB transferred (5712.88 MiB/sec)

General statistics:

total time: 0.7150s

total number of events: 524288

Latency (ms):

min: 0.00

avg: 0.00

max: 43.03

95th percentile: 0.00

sum: 1871.33

Threads fairness:

events (avg/stddev): 131072.0000/0.00

execution time (avg/stddev): 0.4678/0.04

2.5 测试 threads

测试 threads 时,每个工作线程将被分配一个 mutex(一种锁)。每次执行时,每个线程将循环若干次(通过 --thread-yields 的数量设置),循环时这个线程会锁定,在再次执行时解锁。

通过调整各种参数,可以模拟具有单个或多个锁的高并发线程下的情况。

帮助信息:

# sysbench threads help

sysbench 1.0.9 (using system LuaJIT 2.0.4)

threads options:

--thread-yields=N number of yields to do per request [1000]

--thread-locks=N number of locks per thread [8]

运行测试:

[root@VM_157_18_centos ~]# sysbench --thread-yields=2000 --thread-locks=8 threads run

sysbench 1.0.9 (using system LuaJIT 2.0.4)

Running the test with following options:

Number of threads: 1

Initializing random number generator from current time

Initializing worker threads...

Threads started!

General statistics:

total time: 10.0002s

total number of events: 16554

Latency (ms):

min: 0.50

avg: 0.60

max: 37.05

95th percentile: 0.94

sum: 9978.12

Threads fairness:

events (avg/stddev): 16554.0000/0.00

execution time (avg/stddev): 9.9781/0.00

2.6 测试 mutex

测试 mutex 时,sysbench 将为每个线程运行一个请求。这个请求首先会对 CPU 施加一些压力(使用一个简单的增量循环,通过 --mutex-loops 参数设置),然后随机使用一个 mutex(锁),递增一个全局变量并再次释放锁。这个过程根据锁的个数(--mutex-locks)多次重复。随机 mutex 取自大小为 --mutex-num 的参数池。

帮助信息:

# sysbench mutex help

sysbench 1.0.9 (using system LuaJIT 2.0.4)

mutex options:

--mutex-num=N total size of mutex array [4096]

--mutex-locks=N number of mutex locks to do per thread [50000]

--mutex-loops=N number of empty loops to do outside mutex lock [10000]

运行测试:

[root@VM_157_18_centos ~]# sysbench mutex run

sysbench 1.0.9 (using system LuaJIT 2.0.4)

Running the test with following options:

Number of threads: 1

Initializing random number generator from current time

Initializing worker threads...

Threads started!

General statistics:

total time: 0.2132s

total number of events: 1

Latency (ms):

min: 213.10

avg: 213.10

max: 213.10

95th percentile: 211.60

sum: 213.10

Threads fairness:

events (avg/stddev): 1.0000/0.00

execution time (avg/stddev): 0.2131/0.00

2.7 OLTP 基准测试

OLTP 基准测试模拟了一个简单的事务处理系统的工作负载。然而最新版本的 sysbench 把 OLTP 这个曾经的內建测试类型移除了,如果要用,需要在命令中指定测试类型的位置用 /usr/share/sysbench/oltp_read_only.lua 脚本代替测试类型。

流程:指定数据库-》建表并生成数据-》运行测试-》清理测试表。

首先生成表,注意替换命令中的数据库密码和 MySQL 套接字,如果 MySQL 安装在默认位置,可以去掉 --mysql-socket 选项:

sysbench --db-driver=mysql --mysql-user=root --mysql-password=<pwd>

--mysql-socket=<mysql.sock path> --mysql-db=foo --range_size=100

--table_size=10000 --tables=2 --threads=2 --events=0 --time=60

--rand-type=uniform /usr/share/sysbench/oltp_read_only.lua prepare

运行测试,指定了 2 个并发线程,:

sysbench --db-driver=mysql --mysql-user=root --mysql-password=<pwd>

--mysql-socket=<mysql.sock path> --mysql-db=foo --range_size=100

--table_size=10000 --tables=2 --threads=2 --events=0 --time=60

--rand-type=uniform /usr/share/sysbench/oltp_read_only.lua run

清理测试时生成的测试表:

sysbench --db-driver=mysql --mysql-user=root --mysql-password=<pwd>

--mysql-socket=<mysql.sock path> --mysql-db=foo --range_size=100

--table_size=10000 --tables=2 --threads=2 --events=0 --time=60

--rand-type=uniform /usr/share/sysbench/oltp_read_only.lua cleanup

例如我的选项就是:

[root@VM_157_18_centos ~]# sysbench --db-driver=mysql --mysql-user=root --mysql-password=1qaz@WSX --mysql-db=foo --range_size=100 --table_size=10000 --tables=2 --threads=1 --events=0 --time=60 --rand-type=uniform /usr/share/sysbench/oltp_read_only.lua prepare

sysbench 1.0.9 (using system LuaJIT 2.0.4)

Creating table 'sbtest1'...

Inserting 10000 records into 'sbtest1'

Creating a secondary index on 'sbtest1'...

Creating table 'sbtest2'...

Inserting 10000 records into 'sbtest2'

Creating a secondary index on 'sbtest2'...

[root@VM_157_18_centos ~]# sysbench --db-driver=mysql --mysql-user=root --mysql-password=1qaz@WSX --mysql-db=foo --range_size=100 --table_size=10000 --tables=2 --threads=1 --events=0 --time=60 --rand-type=uniform /usr/share/sysbench/oltp_read_only.lua run

sysbench 1.0.9 (using system LuaJIT 2.0.4)

Running the test with following options:

Number of threads: 1

Initializing random number generator from current time

Initializing worker threads...

Threads started!

SQL statistics:

queries performed:

read: 645708

write: 0

other: 92244

total: 737952

transactions: 46122 (768.67 per sec.)

queries: 737952 (12298.73 per sec.)

ignored errors: 0 (0.00 per sec.)

reconnects: 0 (0.00 per sec.)

General statistics:

total time: 60.0003s

total number of events: 46122

Latency (ms):

min: 1.06

avg: 1.30

max: 34.08

95th percentile: 1.50

sum: 59896.08

Threads fairness:

events (avg/stddev): 46122.0000/0

[root@VM_157_18_centos ~]# sysbench --db-driver=mysql --mysql-user=root --mysql-password=1qaz@WSX --mysql-db=foo --range_size=100 --table_size=10000 --tables=2 --threads=1 --events=0 --time=60 --rand-type=uniform /usr/share/sysbench/oltp_read_only.lua cleanup

sysbench 1.0.9 (using system LuaJIT 2.0.4)

sysbench --file-total-size=10G --file-test-mode=rndrw --max-time=180 --max-requests=0 --seqrewr=fileio run

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