Note: the test database version is MySQL 8.0
I MySQL stress test overview
Why is stress testing important? Because stress testing is the only convenient and effective way to learn what happens to the system under a given workload. Stress testing can observe the behavior of the system under different pressures, evaluate the capacity of the system, master what are important changes, or observe how the system processes different data. Benchmarking can create some fictional scenarios for testing in addition to the actual load of the system.
So, what indicators do we generally test?
-
throughput
Throughput refers to the number of transactions per unit time. The common test unit is transactions per second (TPS). -
Response time or delay
This indicator is used to measure the overall time required for the task. -
Concurrency
Concurrency is a very important and often misunderstood and misused indicator.
A Web site "has 50000 users at the same time", but there may be only 10 ~ 15 concurrent requests to the MySQL database, because each user is not sending requests to the database all the time. -
Scalability
When the business pressure of the system may change, it is very necessary to test scalability.
II Tools for stress testing
2.1 test tools - fio
FIO is a very good tool for testing IOPS. It is used for stress testing and verification of hardware. It supports 13 different I/O engines, including sync, MMAP, libaio, posixaio, SG V3, splice, null, network, syslet, guasi, Solaris, etc.
fio official website address: http://freecode.com/projects/fio
2.1.1 FIO installation
wget http://brick.kernel.dk/snaps/fio-3.18.tar.gz yum install libaio-devel tar -zxvf fio-3.18.tar.gz cd fio-3.18 make make install
2.1.2 fio parameter description
parameter | Parameter description |
---|---|
filename=/dev/mapper/centos-home | Test file name, usually select the data directory of the disk to be tested |
direct=1 | The test process bypasses the buffer provided by the machine. Make the test results more realistic. |
rw | RW = random read test random read I/O RW = random test I/O written randomly rw=randrw test random mixed write and read I/O rw=read test sequential read I/O rw=write I/O written in test sequence rw=rw test sequential mixed write and read I/O |
bs=16k | The block file size of a single io is 16k |
bsrange=512-2048 | As above, specify the size range of the data block |
size=5g | The size of the test file is 5g, and 4k io is used for each test. |
numjobs=30 | The test thread is 30 |
runtime=1000 | The test time is 1000 seconds. If it is not written, the 5g file will be written in 4k each time. |
ioengine=psync | The io engine uses pync mode |
rwmixwrite=30 | In mixed read-write mode, write accounts for 30% |
group_reporting | For displaying the results, summarize the information of each process. |
lockmem=1g | Only 1g of memory is used for testing. |
zero_buffers | Initialize the system buffer with 0. |
nrfiles=8 | Number of files generated per process |
2.1.3 test cases
Let's test a random reading
code:
fio -filename=/dev/mapper/centos-home -direct=1 -iodepth 1 -thread -rw=randread -ioengine=psync -bs=16k -size=10G -numjobs=10 -runtime=1000 -group_reporting -name=mytest
Test record:
[root@10-31-1-119 software]# fio -filename=/dev/mapper/centos-home -direct=1 -iodepth 1 -thread -rw=randread -ioengine=psync -bs=16k -size=10G -numjobs=10 -runtime=1000 -group_reporting -name=mytest mytest: (g=0): rw=randread, bs=(R) 16.0KiB-16.0KiB, (W) 16.0KiB-16.0KiB, (T) 16.0KiB-16.0KiB, ioengine=psync, iodepth=1 ... fio-3.18 Starting 10 threads Jobs: 1 (f=1): [_(9),r(1)][100.0%][r=637MiB/s][r=40.8k IOPS][eta 00m:00s] mytest: (groupid=0, jobs=10): err= 0: pid=5178: Wed May 12 11:01:45 2021 read: IOPS=67.4k, BW=1053MiB/s (1104MB/s)(100GiB/97218msec) clat (usec): min=16, max=12159, avg=144.90, stdev=161.22 lat (usec): min=17, max=12159, avg=145.05, stdev=161.23 clat percentiles (usec): | 1.00th=[ 38], 5.00th=[ 52], 10.00th=[ 62], 20.00th=[ 76], | 30.00th=[ 84], 40.00th=[ 90], 50.00th=[ 96], 60.00th=[ 103], | 70.00th=[ 112], 80.00th=[ 124], 90.00th=[ 400], 95.00th=[ 545], | 99.00th=[ 742], 99.50th=[ 857], 99.90th=[ 1237], 99.95th=[ 1352], | 99.99th=[ 2147] bw ( MiB/s): min= 746, max= 1398, per=100.00%, avg=1067.44, stdev= 9.28, samples=1908 iops : min=47780, max=89506, avg=68316.38, stdev=594.14, samples=1908 lat (usec) : 20=0.01%, 50=4.46%, 100=51.66%, 250=32.91%, 500=4.35% lat (usec) : 750=5.67%, 1000=0.64% lat (msec) : 2=0.29%, 4=0.01%, 10=0.01%, 20=0.01% cpu : usr=2.07%, sys=14.06%, ctx=6539035, majf=0, minf=57 IO depths : 1=100.0%, 2=0.0%, 4=0.0%, 8=0.0%, 16=0.0%, 32=0.0%, >=64=0.0% submit : 0=0.0%, 4=100.0%, 8=0.0%, 16=0.0%, 32=0.0%, 64=0.0%, >=64=0.0% complete : 0=0.0%, 4=100.0%, 8=0.0%, 16=0.0%, 32=0.0%, 64=0.0%, >=64=0.0% issued rwts: total=6553600,0,0,0 short=0,0,0,0 dropped=0,0,0,0 latency : target=0, window=0, percentile=100.00%, depth=1 Run status group 0 (all jobs): READ: bw=1053MiB/s (1104MB/s), 1053MiB/s-1053MiB/s (1104MB/s-1104MB/s), io=100GiB (107GB), run=97218-97218msec [root@10-31-1-119 software]#
2.2 TPCC test
TPC (traction Processing Performance Council) is a non-profit organization that evaluates the software and hardware performance of large database systems. TPC-C is formulated by TPC association to test the performance of typical complex OLTP systems. tpcc mysql is a product derived from percona based on tpcc, which is dedicated to mysql benchmark
2.2.1 environmental installation
Download source code:
-- If you fail, just try a few more times git clone https://github.com/Percona-Lab/tpcc-mysql.git
Download record:
[root@10-31-1-120 software]# git clone https://github.com/Percona-Lab/tpcc-mysql.git Cloning to 'tpcc-mysql'... remote: Enumerating objects: 392, done. remote: Total 392 (delta 0), reused 0 (delta 0), pack-reused 392 In receiving object: 100% (392/392), 202.81 KiB | 9.00 KiB/s, done. handle delta in: 100% (216/216), done. [root@10-31-1-120 software]#
compile:
yum -y install mysql-devel cd tpcc-mysql/src make
Load data:
mysqladmin -u root -p create tpcc1000 mysql -uroot -p use tpcc1000; source create_table.sql source add_fkey_idx.sql -- 20 minute ./tpcc_load -h127.0.0.1 -d tpcc1000 -u root -p passwd -w 100
2.2.2 bug repair
Run TPCC_ An error will be reported when starting:
2002, HY000. Can't connect to local MySQL server through socket Vvar. run/mysqld/mysqld.sock'
There are two bug s in TPCC MySQL that need to be modified manually:
File 1: main c
char db_socket[DB_STRING_MAX] = " "; -- snip -- if(is_local==1){ / exec sql connect :connect_string; / resp = mysql_real_connect(ctx[t_num], "localhost", db_user, db_password, db_string_full, port, db_socket, 0); }else{ / exec sql connect :connect_string USING :db_string; / resp = mysql_real_connect(ctx[t_num], connect_string, db_user, db_password, db_string_full, port, db_socket, 0); }
Amend to read:
char db_socket[DB_STRING_MAX] = "/var/lib/mysql/mysql.sock"; --snip-- if(is_local==1){ / exec sql connect :connect_string; / mysql_thread_init(); resp = mysql_real_connect(ctx[t_num], "localhost", db_user, db_password, db_string_full, port, db_socket, 0); }else{ / exec sql connect :connect_string USING :db_string; / mysql_thread_init(); resp = mysql_real_connect(ctx[t_num], connect_string, db_user, db_password, db_string_full, port, db_socket, 0); }
File 2: load c
Source file:
if(is_local==1){ /* exec sql connect :connect_string; */ resp = mysql_real_connect(mysql, "localhost", db_user, db_password, db_string, port, NULL, 0); }else{ /* exec sql connect :connect_string USING :db_string; */ resp = mysql_real_connect(mysql, connect_string, db_user, db_password, db_string, port, NULL, 0);
Amend to read:
if(is_local==1){ /* exec sql connect :connect_string; */ mysql_thread_init(); resp = mysql_real_connect(mysql, "localhost", db_user, db_password, db_string, port, "/var/lib/mysql/mysql.sock", 0); }else{ mysql_thread_init(); /* exec sql connect :connect_string USING :db_string; */ resp = mysql_real_connect(mysql, connect_string, db_user, db_password, db_string, port, "/var/lib/mysql/mysql.sock", 0); }
2.2.3 start test
Parameter meaning
-h server_host: server name
- P port: port number, which is 3306 by default
-d database_name: database name
-u mysql_user: user name
-p mysql_password: password
- w warehouses: number of warehouses
- c connections: the number of threads. The default is 1
-r warmup_time: warm-up time, unit: s, default is 10s, warm-up is to load data into memory.
-l running_time: test time, unit: s, default: 20s
-i report_interval: Specifies the time interval between generating reports
-f report_file: test result output file
code:
./tpcc_start -h 10.31.1.120 -d tpcc1000 -u root -p "abc123" -w 10 -c 5 -r 120 -l 600 -i 10 -f tpcc_mysql_20210524.log
Interpretation of the report:
[root@10-31-1-120 tpcc-mysql]# ./tpcc_start -h 10.31.1.120 -d tpcc1000 -u root -p "abc123" -w 10 -c 5 -r 120 -l 600 -i 10 -f tpcc_mysql_20210524.log *************************************** *** ###easy### TPC-C Load Generator *** *************************************** option h with value '10.31.1.120' option d with value 'tpcc1000' option u with value 'root' option p with value 'abc123' option w with value '10' option c with value '5' option r with value '120' option l with value '600' option i with value '10' option f with value 'tpcc_mysql_20210524.log' <Parameters> [server]: 10.31.1.120 -- host [port]: 3306 -- port [DBname]: tpcc1000 -- database [user]: root -- account number [pass]: abc123 -- password [warehouse]: 10 -- Number of warehouses [connection]: 5 -- Number of concurrent threads [rampup]: 120 (sec.) -- Data preheating time [measure]: 600 (sec.) -- Duration of pressure measurement RAMP-UP TIME.(120 sec.) --End of preheating MEASURING START. --Start pressure measurement 10, trx: 1585, 95%: 40.465, 99%: 68.161, max_rt: 154.953, 1585|108.418, 158|68.316, 158|180.866, 159|290.456 20, trx: 1631, 95%: 42.020, 99%: 66.290, max_rt: 134.796, 1635|90.688, 164|19.419, 163|166.759, 163|103.197 30, trx: 1685, 95%: 42.539, 99%: 63.760, max_rt: 95.661, 1682|66.667, 168|23.617, 170|124.743, 169|78.784 40, trx: 1717, 95%: 41.334, 99%: 61.676, max_rt: 101.083, 1718|75.835, 172|17.605, 170|153.279, 171|110.645 50, trx: 1697, 95%: 40.332, 99%: 65.344, max_rt: 113.429, 1695|107.809, 170|18.856, 170|191.108, 169|117.728 60, trx: 1334, 95%: 52.189, 99%: 93.558, max_rt: 1590.916, 1337|1414.192, 132|13.973, 134|1496.522, 134|113.481 70, trx: 1568, 95%: 44.187, 99%: 64.200, max_rt: 105.029, 1567|89.779, 157|19.481, 157|197.804, 157|129.003 80, trx: 1592, 95%: 44.200, 99%: 77.131, max_rt: 133.690, 1594|88.494, 159|15.762, 159|155.874, 160|117.515 90, trx: 1662, 95%: 41.038, 99%: 69.584, max_rt: 113.852, 1656|88.420, 167|11.431, 166|152.061, 165|117.842 100, trx: 1667, 95%: 41.907, 99%: 64.028, max_rt: 136.287, 1672|91.327, 167|11.070, 167|173.430, 167|116.591 110, trx: 1681, 95%: 41.284, 99%: 69.542, max_rt: 132.606, 1683|68.603, 168|55.347, 168|162.181, 168|116.353 120, trx: 1549, 95%: 45.625, 99%: 73.700, max_rt: 135.726, 1542|85.992, 155|15.106, 154|219.304, 155|83.339 130, trx: 1574, 95%: 45.177, 99%: 66.968, max_rt: 158.751, 1578|54.682, 157|13.111, 159|170.681, 157|78.849 140, trx: 1546, 95%: 44.854, 99%: 83.724, max_rt: 145.061, 1544|77.227, 155|22.305, 154|181.884, 155|139.306 150, trx: 1635, 95%: 44.639, 99%: 74.343, max_rt: 165.761, 1637|82.254, 163|43.885, 163|186.883, 163|116.960 160, trx: 1642, 95%: 42.488, 99%: 65.344, max_rt: 108.625, 1644|100.719, 165|12.851, 165|180.322, 165|148.575 170, trx: 1643, 95%: 44.572, 99%: 69.688, max_rt: 118.454, 1636|82.954, 163|16.305, 164|151.805, 164|79.632 180, trx: 1544, 95%: 46.871, 99%: 83.549, max_rt: 143.344, 1551|71.973, 155|19.426, 154|166.200, 155|114.349 190, trx: 1529, 95%: 51.122, 99%: 76.327, max_rt: 119.329, 1528|90.759, 153|37.335, 153|202.649, 153|119.973 200, trx: 1516, 95%: 45.913, 99%: 76.190, max_rt: 129.581, 1518|103.034, 152|15.985, 152|186.119, 151|110.922 210, trx: 1629, 95%: 43.414, 99%: 62.907, max_rt: 116.559, 1622|91.839, 162|21.515, 163|204.726, 163|132.465 220, trx: 1661, 95%: 43.284, 99%: 66.409, max_rt: 117.584, 1659|125.108, 166|22.964, 166|190.968, 166|101.227 230, trx: 1639, 95%: 41.186, 99%: 68.039, max_rt: 139.412, 1642|81.764, 165|19.266, 164|201.031, 164|124.726 240, trx: 1529, 95%: 47.110, 99%: 74.254, max_rt: 127.122, 1528|89.788, 152|16.630, 153|185.137, 153|130.613 250, trx: 1525, 95%: 51.122, 99%: 81.109, max_rt: 116.085, 1527|78.839, 153|20.238, 152|224.054, 152|104.700 260, trx: 1541, 95%: 50.817, 99%: 83.724, max_rt: 130.356, 1535|87.927, 153|24.012, 154|201.159, 154|84.816 270, trx: 1383, 95%: 41.657, 99%: 80.528, max_rt: 1485.578, 1388|1473.847, 139|19.837, 138|1589.119, 138|122.915 280, trx: 1630, 95%: 44.333, 99%: 69.376, max_rt: 97.787, 1630|80.551, 163|12.524, 163|177.245, 164|118.633 290, trx: 1682, 95%: 40.915, 99%: 65.776, max_rt: 119.428, 1681|78.685, 168|23.446, 168|160.553, 169|115.521 300, trx: 1509, 95%: 48.600, 99%: 77.664, max_rt: 104.815, 1513|89.817, 152|23.437, 152|160.403, 150|120.316 310, trx: 1448, 95%: 51.091, 99%: 81.890, max_rt: 133.332, 1448|95.003, 144|23.381, 145|184.240, 145|111.933 320, trx: 1551, 95%: 44.453, 99%: 75.013, max_rt: 177.458, 1552|83.327, 155|71.883, 154|176.311, 155|103.884 330, trx: 1595, 95%: 46.424, 99%: 74.767, max_rt: 101.033, 1590|100.878, 160|19.500, 160|161.520, 160|116.336 340, trx: 1620, 95%: 44.519, 99%: 69.293, max_rt: 117.582, 1622|82.830, 161|25.185, 162|145.765, 161|147.591 350, trx: 1631, 95%: 40.610, 99%: 72.671, max_rt: 110.570, 1631|99.961, 164|13.384, 163|182.350, 164|91.907 360, trx: 1512, 95%: 47.124, 99%: 74.032, max_rt: 112.626, 1512|77.888, 151|18.268, 151|193.651, 151|122.528 370, trx: 1495, 95%: 48.556, 99%: 69.730, max_rt: 97.009, 1494|92.760, 150|23.593, 149|170.044, 149|83.201 380, trx: 1529, 95%: 46.675, 99%: 71.356, max_rt: 101.201, 1532|67.657, 152|15.640, 154|172.814, 154|87.031 390, trx: 1635, 95%: 41.223, 99%: 72.107, max_rt: 151.944, 1629|87.851, 164|35.737, 163|169.300, 162|132.981 400, trx: 1632, 95%: 44.055, 99%: 70.317, max_rt: 92.558, 1637|95.022, 163|43.889, 164|210.165, 164|110.684 410, trx: 1652, 95%: 43.492, 99%: 70.338, max_rt: 126.571, 1650|94.306, 165|16.432, 164|163.375, 165|122.867 420, trx: 1560, 95%: 46.913, 99%: 81.133, max_rt: 142.466, 1560|105.641, 156|17.668, 157|199.629, 156|135.119 430, trx: 1536, 95%: 47.749, 99%: 83.699, max_rt: 136.907, 1537|81.965, 154|28.370, 153|179.660, 154|143.256 440, trx: 1563, 95%: 46.244, 99%: 75.509, max_rt: 126.649, 1564|109.099, 156|15.467, 157|171.503, 155|142.518 450, trx: 1600, 95%: 45.913, 99%: 71.978, max_rt: 100.656, 1599|73.022, 160|36.008, 160|191.457, 161|82.701 460, trx: 1635, 95%: 44.399, 99%: 82.283, max_rt: 117.744, 1633|79.148, 163|19.903, 162|188.135, 163|102.372 470, trx: 1676, 95%: 44.174, 99%: 68.962, max_rt: 108.584, 1675|69.334, 168|18.741, 168|159.369, 167|74.830 480, trx: 1552, 95%: 45.339, 99%: 69.501, max_rt: 114.857, 1557|90.775, 156|38.205, 156|236.356, 156|85.198 490, trx: 1519, 95%: 48.252, 99%: 82.628, max_rt: 204.636, 1515|139.115, 151|22.979, 151|194.910, 151|101.544 500, trx: 1553, 95%: 49.083, 99%: 69.148, max_rt: 134.515, 1556|87.782, 156|28.435, 156|189.380, 156|132.119 510, trx: 1634, 95%: 42.412, 99%: 68.735, max_rt: 115.450, 1635|74.971, 163|12.749, 163|187.160, 164|123.722 520, trx: 1631, 95%: 43.323, 99%: 73.414, max_rt: 108.546, 1627|90.988, 163|17.812, 164|168.162, 163|124.428 530, trx: 1600, 95%: 44.693, 99%: 71.164, max_rt: 105.214, 1601|74.805, 160|21.664, 159|161.137, 159|133.575 540, trx: 1458, 95%: 49.644, 99%: 78.177, max_rt: 124.618, 1460|96.897, 147|30.464, 147|180.685, 147|121.754 550, trx: 1511, 95%: 46.065, 99%: 72.518, max_rt: 130.639, 1507|82.385, 150|19.416, 150|241.390, 151|106.991 560, trx: 1561, 95%: 44.679, 99%: 74.143, max_rt: 116.987, 1564|85.479, 156|14.463, 157|239.011, 156|74.772 570, trx: 1593, 95%: 42.603, 99%: 68.714, max_rt: 121.134, 1592|127.673, 159|21.745, 158|182.691, 159|96.393 580, trx: 1591, 95%: 44.719, 99%: 79.285, max_rt: 117.820, 1591|85.518, 159|75.231, 160|186.695, 159|98.639 590, trx: 1588, 95%: 44.827, 99%: 71.356, max_rt: 123.872, 1586|115.386, 159|15.790, 158|177.794, 159|112.341 600, trx: 1232, 95%: 48.644, 99%: 79.952, max_rt: 1518.349, 1234|115.769, 124|16.189, 123|209.123, 123|122.170 STOPPING THREADS..... <Raw Results> [0] sc:2957 lt:91661 rt:0 fl:0 avg_rt: 19.5 (5) [1] sc:62192 lt:32425 rt:0 fl:0 avg_rt: 7.6 (5) [2] sc:8800 lt:662 rt:0 fl:0 avg_rt: 2.2 (5) [3] sc:7371 lt:2090 rt:0 fl:0 avg_rt: 67.0 (80) [4] sc:1797 lt:7665 rt:0 fl:0 avg_rt: 40.3 (20) in 600 sec. <Raw Results2(sum ver.)> [0] sc:2957 lt:91661 rt:0 fl:0 [1] sc:62194 lt:32425 rt:0 fl:0 [2] sc:8800 lt:662 rt:0 fl:0 [3] sc:7371 lt:2090 rt:0 fl:0 [4] sc:1797 lt:7665 rt:0 fl:0 <Constraint Check> (all must be [OK]) [transaction percentage] Payment: 43.48% (>=43.0%) [OK] Order-Status: 4.35% (>= 4.0%) [OK] Delivery: 4.35% (>= 4.0%) [OK] Stock-Level: 4.35% (>= 4.0%) [OK] [response time (at least 90% passed)] New-Order: 3.13% [NG] * Payment: 65.73% [NG] * Order-Status: 93.00% [OK] Delivery: 77.91% [NG] * Stock-Level: 18.99% [NG] * <TpmC> 9461.800 TpmC
10, trx: 1585, 95%: 40.465, 99%: 68.161, max_rt: 154.953, 1585|108.418, 158|68.316, 158|180.866, 159|290.456
Comma separated.
10 means that the time from the beginning of the test to the present is 10 seconds.
trx: 1585 indicates the number of new orders completed in this time interval, which is actually the throughput. The larger the better.
95%: 40.465 means that the response time of 95% of new orders within this time interval is 40.465 seconds.
99%: 68.161 indicates that the response time of 99% of new orders within this time interval is 68.161 seconds.
max_rt: 154.953 indicates that the maximum response time of new orders within this time interval is 154.953 seconds.
1585|108.418, 158|68.316, 158|180.866 and 159|290.456 represent the throughput and response time of other kinds of things, which can be ignored.
[0] sc:2957 lt:91661 rt:0 fl:0 avg_rt: 19.5 (5) / / indicates the success (sc), delay (lt), retry (rt) and failure (fl) times of the new order business.
[1] sc:62192 lt:32425 rt:0 fl:0 avg_rt: 7.6 (5) / / indicates the number of success (sc), delay (lt), retry (rt), and failure (fl) of the payment business.
[2] sc:8800 lt:662 rt:0 fl:0 avg_rt: 2.2 (5) / / indicates the order status, business success (sc), delay (lt), retry (rt) and failure (fl).
[3] sc:7371 lt:2090 rt:0 fl:0 avg_rt: 67.0 (80) / / indicates the success (sc), delay (lt), retry (rt) and failure (fl) times of the shipment business.
[4] sc:1797 lt:7665 rt:0 fl:0 avg_rt: 40.3 (20) / / indicates the number of success (sc), delay (lt), retry (rt) and failure (fl) of inventory business.
(all must be [OK]) / / all the following results must be OK
[transaction percentage]
Payment: 43.48% (> = 43.0%) [OK] / / the payment module accounts for 43.48% of the total business
Order status: 4.35% (> = 4.0%) [OK] / / the order status module accounts for 4.35% of the total business
Delivery: 4.35% (> = 4.0%) [OK] / / the delivery module accounts for 4.35% of the total business
Stock level: 4.35% (> = 4.0%) [OK] / / the inventory module accounts for 4.35% of the total business
[response time (at least 90% passed)] / / is the response time satisfied
New-Order: 3.13% [NG] *
Payment: 65.73% [NG] *
Order-Status: 93.00% [OK]
Delivery: 77.91% [NG] *
Stock-Level: 18.99% [NG] *
The indicators are as follows:
New-Order 5ms
Payment 5ms
Order-Status 5ms
Delivery 80ms
Stock-Level 20ms
2.3 Sysbench
sysbench can perform various types of benchmarking. It is designed to test not only the performance of the database, but also the performance of the server running the database.
2.3.1 sysbench installation
yum is generally recommended for installation
yum -y install sysbench
2.3.2 sysbench parameters
You can directly view the help to see the parameters and meanings supported by sysbench
[root@10-31-1-120 ~]# sysbench --help Usage: sysbench [options]... [testname] [command] Commands implemented by most tests: prepare run cleanup help General options: --threads=N number of threads to use [1] --events=N limit for total number of events [0] --time=N limit for total execution time in seconds [10] --forced-shutdown=STRING number of seconds to wait after the --time limit before forcing shutdown, or 'off' to disable [off] --thread-stack-size=SIZE size of stack per thread [64K] --rate=N average transactions rate. 0 for unlimited rate [0] --report-interval=N periodically report intermediate statistics with a specified interval in seconds. 0 disables intermediate reports [0] --report-checkpoints=[LIST,...] dump full statistics and reset all counters at specified points in time. The argument is a list of comma-separated values representing the amount of time in seconds elapsed from start of test when report checkpoint(s) must be performed. Report checkpoints are off by default. [] --debug[=on|off] print more debugging info [off] --validate[=on|off] perform validation checks where possible [off] --help[=on|off] print help and exit [off] --version[=on|off] print version and exit [off] --config-file=FILENAME File containing command line options --tx-rate=N deprecated alias for --rate [0] --max-requests=N deprecated alias for --events [0] --max-time=N deprecated alias for --time [0] --num-threads=N deprecated alias for --threads [1] Pseudo-Random Numbers Generator options: --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: --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: --db-driver=STRING specifies database driver to use ('help' to get list of available drivers) [mysql] --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: mysql - MySQL driver pgsql - PostgreSQL driver mysql options: --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: --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: 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. [root@10-31-1-120 ~]#
2.3.3 test CPU
Command:
sysbench --test=cpu --cpu-max-prime=20000 run
Test record:
[root@10-31-1-120 ~]# sysbench --test=cpu --cpu-max-prime=20000 run WARNING: the --test option is deprecated. You can pass a script name or path on the command line without any options. sysbench 1.0.20 (using bundled LuaJIT 2.1.0-beta2) Running the test with following options: Number of threads: 1 Initializing random number generator from current time Prime numbers limit: 20000 Initializing worker threads... Threads started! CPU speed: events per second: 398.45 General statistics: total time: 10.0011s total number of events: 3987 Latency (ms): min: 2.37 avg: 2.51 max: 7.70 95th percentile: 2.66 sum: 9999.05 Threads fairness: events (avg/stddev): 3987.0000/0.00 execution time (avg/stddev): 9.9990/0.00
2.3.4 test IO
File I/O (fileio) benchmark can test the performance of the system under different I/O loads. This is very helpful for comparing different hard drives, different RAID cards and different RAID modes. The I/O subsystem can be adjusted according to the test results. The file I/O benchmark simulates many I/O features of InnoDB.
seqwr – sequential write
seqrewr – sequential rewrite
seqrd – sequential read
rndrd – random read
rndwr – random write
rdnrw – mixed random read / write
Command:
sysbench --test=fileio --file-num=16 --file-total-size=2G prepare
Test record:
[root@10-31-1-120 software]# sysbench --test=fileio --file-num=16 --file-total-size=2G prepare WARNING: the --test option is deprecated. You can pass a script name or path on the command line without any options. sysbench 1.0.20 (using bundled LuaJIT 2.1.0-beta2) 16 files, 131072Kb each, 2048Mb total Creating files for the test... Extra file open flags: (none) Creating file test_file.0 Creating file test_file.1 Creating file test_file.2 Creating file test_file.3 Creating file test_file.4 Creating file test_file.5 Creating file test_file.6 Creating file test_file.7 Creating file test_file.8 Creating file test_file.9 Creating file test_file.10 Creating file test_file.11 Creating file test_file.12 Creating file test_file.13 Creating file test_file.14 Creating file test_file.15 2147483648 bytes written in 6.96 seconds (294.30 MiB/sec). [root@10-31-1-120 software]#
2.3.5 test of mysql transactional OLTP
For the OLTP test of mysql, like file, it also needs to go through three stages: prepare, run and cleanup. In the Prepare phase, a table with a specified number of rows will be generated in the database. By default, the table is called sbtest under the sbtest schema (the storage engine for the table generated by sysbench by default is innodb). For example, create a table with 80 million records:
Command:
CREATE DATABASE `sbtest` DEFAULT CHARACTER SET utf8; sysbench --oltp-tables-count=5 --oltp_table_size=10000 --mysql-host=localhost --mysql-user=root --mysql-password=abc123 /usr/share/sysbench/tests/include/oltp_legacy/insert.lua prepare
Test record:
[root@10-31-1-120 ~]# sysbench --oltp-tables-count=5 --oltp_table_size=10000 --mysql-host=localhost --mysql-user=root --mysql-password=abc123 /usr/share/sysbench/tests/include/oltp_legacy/insert.lua prepare sysbench 1.0.20 (using bundled LuaJIT 2.1.0-beta2) Creating table 'sbtest1'... Inserting 10000 records into 'sbtest1' Creating secondary indexes on 'sbtest1'... Creating table 'sbtest2'... Inserting 10000 records into 'sbtest2' Creating secondary indexes on 'sbtest2'... Creating table 'sbtest3'... Inserting 10000 records into 'sbtest3' Creating secondary indexes on 'sbtest3'... Creating table 'sbtest4'... Inserting 10000 records into 'sbtest4' Creating secondary indexes on 'sbtest4'... Creating table 'sbtest5'... Inserting 10000 records into 'sbtest5' Creating secondary indexes on 'sbtest5'... [root@10-31-1-120 ~]# mysql> select count(*) from sbtest1; +----------+ | count(*) | +----------+ | 10000 | +----------+ 1 row in set (0.00 sec) mysql> desc sbtest1; +-------+------------------+------+-----+---------+----------------+ | Field | Type | Null | Key | Default | Extra | +-------+------------------+------+-----+---------+----------------+ | id | int(10) unsigned | NO | PRI | NULL | auto_increment | | k | int(10) unsigned | NO | MUL | 0 | | | c | char(120) | NO | | | | | pad | char(60) | NO | | | | +-------+------------------+------+-----+---------+----------------+ 4 rows in set (0.00 sec) mysql> mysql> select * from sbtest1 limit 10; +----+------+-------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------+ | id | k | c | pad | +----+------+-------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------+ | 1 | 4993 | 83868641912-28773972837-60736120486-75162659906-27563526494-20381887404-41576422241-93426793964-56405065102-33518432330 | 67847967377-48000963322-62604785301-91415491898-96926520291 | | 2 | 5020 | 38014276128-25250245652-62722561801-27818678124-24890218270-18312424692-92565570600-36243745486-21199862476-38576014630 | 23183251411-36241541236-31706421314-92007079971-60663066966 | | 3 | 5044 | 33973744704-80540844748-72700647445-87330233173-87249600839-07301471459-22846777364-58808996678-64607045326-48799346817 | 38615512647-91458489257-90681424432-95014675832-60408598704 | | 4 | 5021 | 37002370280-58842166667-00026392672-77506866252-09658311935-56926959306-83464667271-94685475868-28264244556-14550208498 | 63947013338-98809887124-59806726763-79831528812-45582457048 | | 5 | 4999 | 44257470806-17967007152-32809666989-26174672567-29883439075-95767161284-94957565003-35708767253-53935174705-16168070783 | 34551750492-67990399350-81179284955-79299808058-21257255869 | | 6 | 5006 | 37216201353-39109531021-11197415756-87798784755-02463049870-83329763120-57551308766-61100580113-80090253566-30971527105 | 05161542529-00085727016-35134775864-52531204064-98744439797 | | 7 | 5014 | 33071042495-29920376648-91343430102-79082003121-73317691963-02846712788-88069761578-14885283975-44409837760-90760298045 | 91798303270-64988107984-08161247972-12116454627-22996445111 | | 8 | 5000 | 73754818686-04889373966-18668178968-56957589012-31352882173-91882653509-59577900152-88962682169-52981807259-62646890059 | 76460662325-41613089656-42706083314-81833284991-17063140920 | | 9 | 5273 | 26482547570-00155460224-12388481921-23289186371-78242522654-77998886134-73270876420-50821093220-31442690639-11588920653 | 30508501104-50823269125-88107014550-70202920684-95842308929 | | 10 | 5035 | 05677017559-47107518969-97509137401-28934334557-14497052050-61906823704-44077628507-24840441785-05187301456-27797851637 | 29489382504-13697582598-09964978366-26554639515-36136545002 | +----+------+-------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------+ 10 rows in set (0.00 sec) mysql>
reference resources:
- High performance MySQL
- Pyramid rules for MySQL performance optimization
- http://www.360doc.com/content/12/0809/11/2459_229177650.shtml#
- https://www.cnblogs.com/lfri/p/10724943.html
- https://www.cnblogs.com/bulh/articles/11229473.html
- https://blog.51cto.com/u_14036860/2515630
- http://blog.itpub.net/28536251/viewspace-2139708/
- https://www.cnblogs.com/shouke/p/14618738.html