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  • 测试readsysbench测试MySQL服务器性能(cpu,io,内存,mysql等)

    在本篇文章中,我们主要介绍测试read的内容,自我感觉有个不错的建议和大家分享下

        -- Sysbench测试

        Sysbench的安装请参考http://blog.csdn.net/mchdba/article/details/8951289
    1 CPU测试
    sysbench采用寻觅最大素数的方法来测试CPU的性能

        [root@xx sysbench-0.4.12]# sysbench --test=cpu --cpu-max-prime=2000 run

        sysbench 0.4.12:  multi-threaded system evaluation benchmark

        Running the test with following options:
    Number of threads: 1

        Doing CPU performance benchmark

        Threads started!
    WARNING: Operation time (0.000000) is less than minimal counted value, counting as 1.000000
    WARNING: Percentile statistics will be inaccurate
    Done.

        Maximum prime number checked in CPU test: 2000

        Test execution summary:
        total time:                          1.5034s
        total number of events:              10000
        total time taken by event execution: 1.4998
        per-request statistics:
             min:                                  0.00ms
             avg:                                  0.15ms
             max:                                  0.57ms
             approx.  95 percentile:               0.31ms

        Threads fairness:
        events (avg/stddev):           10000.0000/0.00
        execution time (avg/stddev):   1.4998/0.00
     
    2 线程测试
    sysbench --test=threads --num-threads=64 --thread-yields=100 --thread-locks=2 run

    [root@xx sysbench-0.4.12]# sysbench --test=threads --num-threads=64 --thread-yields=100 --thread-locks=2 run
    sysbench 0.4.12:  multi-threaded system evaluation benchmark

        Running the test with following options:
    Number of threads: 64

        Doing thread subsystem performance test
    Thread yields per test: 100 Locks used: 2
    Threads started!
    WARNING: Operation time (0.000000) is less than minimal counted value, counting as 1.000000
    WARNING: Percentile statistics will be inaccurate
    Done.

        
    Test execution summary:
        total time:                          2.0189s
        total number of events:              10000
        total time taken by event execution: 128.2852
        per-request statistics:
             min:                                  0.00ms
             avg:                                 12.83ms
             max:                                108.17ms
             approx.  95 percentile:              42.09ms

        Threads fairness:
        events (avg/stddev):           156.2500/12.16
        execution time (avg/stddev):   2.0045/0.00

        3 文件IO性能测试
    首先生成须要的测试文件,文件总大小1000M16个并发线程,随机读写模式。执行完后会在当前目录下生成一堆小文件。
    3.1 预备测试文件:sysbench --test=fileio --num-threads=16 --file-total-size=1000M --file-test-mode=rndrw prepare
    [root@xx sysbench-0.4.12]# sysbench --test=fileio --num-threads=16 --file-total-size=1000M --file-test-mode=rndrw prepare
    sysbench 0.4.12:  multi-threaded system evaluation benchmark

        128 files, 8000Kb each, 1000Mb total
    Creating files for the test...

        
    3.2 执行测试
    sysbench --test=fileio --num-threads=16 --file-total-size=1000M --file-test-mode=rndrw run

    [root@xx sysbench-0.4.12]# sysbench --test=fileio --num-threads=16 --file-total-size=1000M --file-test-mode=rndrw run
    sysbench 0.4.12:  multi-threaded system evaluation benchmark

        Running the test with following options:
    Number of threads: 16

        Extra file open flags: 0
    128 files, 7.8125Mb each
    1000Mb total file size
    Block size 16Kb
    Number of random requests for random IO: 10000
    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
    Threads started!
    WARNING: Operation time (0.000000) is less than minimal counted value, counting as 1.000000
    WARNING: Percentile statistics will be inaccurate
    Done.

        Operations performed:  6007 Read, 4005 Write, 12675 Other = 22687 Total
    Read 93.859Mb  Written 62.578Mb  Total transferred 156.44Mb  (214.4Mb/sec)  看到这里发现write很高,我这里是SSD,普通机器磁盘可能就没有这么高了。
    13721.48 Requests/sec executed

        Test execution summary:
        total time:                          0.7297s
        total number of events:              10012
        total time taken by event execution: 1.3667
        per-request statistics:
             min:                                  0.00ms
             avg:                                  0.14ms
             max:                                 20.50ms
             approx.  95 percentile:               0.41ms

        Threads fairness:
        events (avg/stddev):           625.7500/159.20
        execution time (avg/stddev):   0.0854/0.02
     
    3.3 清算测试生成的临时文件
    sysbench --test=fileio --num-threads=16 --file-total-size=1000M --file-test-mode=rndrw cleanup
    sysbench 0.4.12:  multi-threaded system evaluation benchmark

        Removing test files...

     
     4. mutex测试
     sysbench --test=mutex --num-threads=16 \--mutex-num=1024 --mutex-locks=10000 --mutex-loops=5000 run
    [root@xx sysbench-0.4.12]# sysbench --test=mutex --num-threads=16 \--mutex-num=1024 --mutex-locks=10000 --mutex-loops=5000 run
    sysbench 0.4.12:  multi-threaded system evaluation benchmark

        Running the test with following options:
    Number of threads: 16

        Doing mutex performance test
    Threads started!
    Done.

        
    Test execution summary:
        total time:                          0.1167s
        total number of events:              16
        total time taken by event execution: 1.7472
        per-request statistics:
             min:                                 96.94ms
             avg:                                109.20ms
             max:                                114.26ms
             approx.  95 percentile:             114.19ms

        Threads fairness:
        events (avg/stddev):           1.0000/0.00
        execution time (avg/stddev):   0.1092/0.01

         5,内存测试
     sysbench --test=memory --num-threads=512 --memory-block-size=262144 --memory-total-size=32G run
    [root@xx sysbench-0.4.12]#  sysbench --test=memory --num-threads=512 --memory-block-size=262144 --memory-total-size=32G run
    sysbench 0.4.12:  multi-threaded system evaluation benchmark

        Running the test with following options:
    Number of threads: 512

        Doing memory operations speed test
    Memory block size: 256K

        Memory transfer size: 32768M

        Memory operations type: write
    Memory scope type: global
    Threads started!
    WARNING: Operation time (0.000000) is less than minimal counted value, counting as 1.000000
    (last message repeated 1 times)
    WARNING: Percentile statistics will be inaccurate
    (last message repeated 1 times)
    Done.

        Operations performed: 131072 (60730.95 ops/sec)

        32768.00 MB transferred (15182.74 MB/sec)

        
    Test execution summary:
        total time:                          2.1582s
        total number of events:              131072
        total time taken by event execution: 643.2354
        per-request statistics:
             min:                                  0.00ms
             avg:                                  4.91ms
             max:                               1173.07ms
             approx.  95 percentile:               0.42ms

        Threads fairness:
        events (avg/stddev):           256.0000/84.51
        execution time (avg/stddev):   1.2563/0.32

        6 MySQL数据库测试 select
    首先须要创立默认的test数据库,或者应用–mysql-db指定一个已存在的数据库生成测试数据,引擎为innodb,表大小为30000000条记载
    6.1 预备数据
    --oltp-test-mode
    =STRING         test type to use {simple,complex,nontrx,sp} [complex]
    --oltp-nontrx-mode=STRING       mode for non-transactional test {select, update_key, update_nokey, insert, delete} [select]
    time sysbench --test=oltp --mysql-table-engine=innodb --mysql-user=root --db-driver=mysql --mysql-db=test  --oltp-table-size=300000000 --oltp-table-name=t1 --oltp-nontrx-mode=insert --mysql-socket=/opt/mysql/product/mysql/mysql3306.sock prepare

        报错如下:

        FATAL: no database driver specified
    FATAL: failed to initialize database driver!

        test库没有建立,去create database
    mysql> create database test;
    Query OK, 1 row affected (0.01 sec)

        sysbench 0.4.12:  multi-threaded system evaluation benchmark

        Creating table 't1'...
    Creating 30000000 records in table 't1'...

        real    13m49.102s
    user    0m11.982s
    sys     0m0.646s

        
    6.2 执行测试
    time sysbench --test=oltp --mysql-table-engine=innodb --mysql-user=root --db-driver=mysql --mysql-db=test  --oltp-table-size=300000000 --oltp-table-name=t1  --mysql-socket=/opt/mysql/product/mysql/mysql3306.sock run
    Running the test with following options:
    Number of threads: 1

        Doing OLTP test.
    Running mixed OLTP test
    Using Special distribution (12 iterations,  1 pct of values are returned in 75 pct cases)
    Using "BEGIN" for starting transactions
    Using auto_inc on the id column
    Maximum number of requests for OLTP test is limited to 10000
    Threads started!
    Done.

        OLTP test statistics:
        queries performed:
            read:                            140000
            write:                           50000
            other:                           20000
            total:                           210000
        transactions:                        10000  (350.28 per sec.)
        deadlocks:                           0      (0.00 per sec.)
        read/write requests:                 190000 (6655.38 per sec.)
        other operations:                    20000  (700.57 per sec.)

        Test execution summary:
        total time:                          28.5483s
        total number of events:              10000
        total time taken by event execution: 28.4897
        per-request statistics:
             min:                                  1.80ms
             avg:                                  2.85ms
             max:                                 47.35ms
             approx.  95 percentile:               5.95ms

        Threads fairness:
        events (avg/stddev):           10000.0000/0.00
        execution time (avg/stddev):   28.4897/0.00

        
    real    0m28.646s
    user    0m2.270s
    sys     0m1.516s

        
    6.3 clean test data
    time sysbench --test=oltp --mysql-table-engine=innodb --mysql-user=root --db-driver=mysql --mysql-db=test  --oltp-table-size=30000000 --oltp-table-name=t1   --mysql-socket=/opt/mysql/product/mysql/mysql3306.sock clearup

        7 MySQL数据库测试 insert 19304W

        7.1 执行insert测试,数据预备参考6.1步调
    --oltp-nontrx-mode=insert
    time sysbench --test=oltp --mysql-table-engine=innodb --mysql-user=root --db-driver=mysql --oltp-nontrx-mode=insert --mysql-db=test  --oltp-table-size=193040000 --oltp-table-name=t1  --mysql-socket=/opt/mysql/product/mysql/mysql3306.sock run

    [root@xx bin]# time sysbench --test=oltp --mysql-table-engine=innodb --mysql-user=root --db-driver=mysql --oltp-nontrx-mode=insert --mysql-db=test  --oltp-table-size=193040000 --oltp-table-name=t1  --mysql-socket=/opt/mysql/product/mysql/mysql3306.sock run
    sysbench 0.4.12:  multi-threaded system evaluation benchmark

        Running the test with following options:
    Number of threads: 1

        Doing OLTP test.
    Running mixed OLTP test
    Using Special distribution (12 iterations,  1 pct of values are returned in 75 pct cases)
    Using "BEGIN" for starting transactions
    Using auto_inc on the id column
    Maximum number of requests for OLTP test is limited to 10000
    Threads started!
    Done.

        OLTP test statistics:
        queries performed:
            read:                            140000
            write:                           50000
            other:                           20000
            total:                           210000
        transactions:                        10000  (222.06 per sec.)
        deadlocks:                           0      (0.00 per sec.)
        read/write requests:                 190000 (4219.22 per sec.)
        other operations:                    20000  (444.13 per sec.)

        Test execution summary:
        total time:                          45.0321s
        total number of events:              10000
        total time taken by event execution: 44.9398
        per-request statistics:
             min:                                  1.96ms
             avg:                                  4.49ms
             max:                                 37.26ms
             approx.  95 percentile:               6.96ms

        Threads fairness:
        events (avg/stddev):           10000.0000/0.00
        execution time (avg/stddev):   44.9398/0.00

        
    real    0m45.063s
    user    0m3.279s
    sys     0m2.295s

        每日一道理
    人生好似一条河,既有波澜壮阔,汹涌澎湃,也有清风徐来,水波不兴;人生好似一首歌,既有欢乐的音符,也有悲壮的旋律;人生好似一条船,既有一帆风顺时,也有急流险滩处。愿我们都能勇于经受暴风雨的洗礼,接受生活的挑战和考验!

        7.2 --oltp-nontrx-mode=update_key 修改测试 带index
    time sysbench --test=oltp --mysql-table-engine=innodb --mysql-user=root --db-driver=mysql --oltp-nontrx-mode=update_key --mysql-db=test  --oltp-table-size=193040000 --oltp-table-name=t1  --mysql-socket=/opt/mysql/product/mysql/mysql3306.sock run
    [root@xx bin]# time sysbench --test=oltp --mysql-table-engine=innodb --mysql-user=root --db-driver=mysql --oltp-nontrx-mode=update_key --mysql-db=test  --oltp-table-size=193040000 --oltp-table-name=t1  --mysql-socket=/opt/mysql/product/mysql/mysql3306.sock run
    sysbench 0.4.12:  multi-threaded system evaluation benchmark

        Running the test with following options:
    Number of threads: 1

        Doing OLTP test.
    Running mixed OLTP test
    Using Special distribution (12 iterations,  1 pct of values are returned in 75 pct cases)
    Using "BEGIN" for starting transactions
    Using auto_inc on the id column
    Maximum number of requests for OLTP test is limited to 10000
    Threads started!
    Done.

        OLTP test statistics:
        queries performed:
            read:                            140000
            write:                           50000
            other:                           20000
            total:                           210000
        transactions:                        10000  (304.16 per sec.)
        deadlocks:                           0      (0.00 per sec.)
        read/write requests:                 190000 (5778.95 per sec.)
        other operations:                    20000  (608.31 per sec.)

        Test execution summary:
        total time:                          32.8780s
        total number of events:              10000
        total time taken by event execution: 32.8053
        per-request statistics:
             min:                                  1.89ms
             avg:                                  3.28ms
             max:                                 28.03ms
             approx.  95 percentile:               6.06ms

        Threads fairness:
        events (avg/stddev):           10000.0000/0.00
        execution time (avg/stddev):   32.8053/0.00

        
    real    0m32.909s
    user    0m2.628s
    sys     0m1.683s

        7.3 --oltp-nontrx-mode=delete 删除测试
    time sysbench --test=oltp --mysql-table-engine=innodb --mysql-user=root --db-driver=mysql --oltp-nontrx-mode=delete --mysql-db=test  --oltp-table-size=193040000 --oltp-table-name=t1  --mysql-socket=/opt/mysql/product/mysql/mysql3306.sock run
    [root@xx bin]# time sysbench --test=oltp --mysql-table-engine=innodb --mysql-user=root --db-driver=mysql --oltp-nontrx-mode=delete --mysql-db=test  --oltp-table-size=193040000 --oltp-table-name=t1  --mysql-socket=/opt/mysql/product/mysql/mysql3306.sock run
    sysbench 0.4.12:  multi-threaded system evaluation benchmark

        Running the test with following options:
    Number of threads: 1

        Doing OLTP test.
    Running mixed OLTP test
    Using Special distribution (12 iterations,  1 pct of values are returned in 75 pct cases)
    Using "BEGIN" for starting transactions
    Using auto_inc on the id column
    Maximum number of requests for OLTP test is limited to 10000
    Threads started!
    Done.

        OLTP test statistics:
        queries performed:
            read:                            140000
            write:                           50000
            other:                           20000
            total:                           210000
        transactions:                        10000  (330.13 per sec.)
        deadlocks:                           0      (0.00 per sec.)
        read/write requests:                 190000 (6272.53 per sec.)
        other operations:                    20000  (660.27 per sec.)

        Test execution summary:
        total time:                          30.2908s
        total number of events:              10000
        total time taken by event execution: 30.2212
        per-request statistics:
             min:                                  1.84ms
             avg:                                  3.02ms
             max:                                 13.14ms
             approx.  95 percentile:               6.02ms

        Threads fairness:
        events (avg/stddev):           10000.0000/0.00
        execution time (avg/stddev):   30.2212/0.00

        
    real    0m30.328s
    user    0m2.416s
    sys     0m1.658s

        
    7.4 --oltp-nontrx-mode=update_nokey 修改测试 No Index
    --oltp-nontrx-mode=STRING       mode for non-transactional test {select, update_key, update_nokey, insert, delete} [select]
    time sysbench --test=oltp --mysql-table-engine=innodb --mysql-user=root --db-driver=mysql --oltp-nontrx-mode=update_nokey --mysql-db=test  --oltp-table-size=193040000 --max-requests --oltp-table-name=t1  --mysql-socket=/opt/mysql/product/mysql/mysql3306.sock run

    [root@xx bin]# time sysbench --test=oltp --mysql-table-engine=innodb --mysql-user=root --db-driver=mysql --oltp-nontrx-mode=update_nokey --mysql-db=test  --oltp-table-size=193040000 --oltp-table-name=t1  --mysql-socket=/opt/mysql/product/mysql/mysql3306.sock run
    sysbench 0.4.12:  multi-threaded system evaluation benchmark

        Running the test with following options:
    Number of threads: 1

        Doing OLTP test.
    Running mixed OLTP test
    Using Special distribution (12 iterations,  1 pct of values are returned in 75 pct cases)
    Using "BEGIN" for starting transactions
    Using auto_inc on the id column
    Maximum number of requests for OLTP test is limited to 10000
    Threads started!
    Done.

        OLTP test statistics:
        queries performed:
            read:                            140000
            write:                           50000
            other:                           20000
            total:                           210000
        transactions:                        10000  (319.11 per sec.)
        deadlocks:                           0      (0.00 per sec.)
        read/write requests:                 190000 (6063.01 per sec.)
        other operations:                    20000  (638.21 per sec.)

        Test execution summary:
        total time:                          31.3376s
        total number of events:              10000
        total time taken by event execution: 31.2650
        per-request statistics:
             min:                                  1.83ms
             avg:                                  3.13ms
             max:                                 13.44ms
             approx.  95 percentile:               6.11ms

        Threads fairness:
        events (avg/stddev):           10000.0000/0.00
        execution time (avg/stddev):   31.2650/0.00

        
    real    0m31.367s
    user    0m2.422s
    sys     0m1.680s

        7.4 总结
    --oltp-nontrx-mode=STRING       mode for non-transactional test {select, update_key, update_nokey, insert, delete} [select]
    --max-requests=N           limit for total number of requests [10000]
    如果这里不指定--max-requests,默认为10000,就是执行1W次操作就结束了,如果要做压力测试的话,就须要手动设置此值。
    --num-threads=N            number of threads to use [1] (clients to access mysql db)
    这里指的是有多少个mysql clents来拜访mysql服务器,用show full processlist就可以看到大概的记载数。

        7.5 接下来重新压力测试,设置2000W request测试。

        录入测试数据 2000W
    time sysbench --test=oltp --oltp-test-mode=nontrx --mysql-table-engine=innodb --mysql-user=root --db-driver=mysql --num-threads=500 --max-requests=20000000  --oltp-nontrx-mode=insert --mysql-db=test  --oltp-table-size=20000000 --oltp-table-name=t1  --mysql-socket=/opt/mysql/product/mysql/mysql3306.sock prepare
    Creating table 't1'...
    Creating 20000000 records in table 't1'...

        real    8m46.287s
    user    0m8.048s
    sys     0m0.428s

        7.6开始测试 纯粹写
    nohup time sysbench --test=oltp --oltp-test-mode=nontrx --mysql-table-engine=innodb --mysql-user=root --db-driver=mysql --num-threads=500 --max-requests=20000000  --oltp-nontrx-mode=insert --mysql-db=test  --oltp-table-size=20000000 --oltp-table-name=t1  --mysql-socket=/opt/mysql/product/mysql/mysql3306.sock run >3.log &
    time sysbench --test=oltp --oltp-test-mode=nontrx --mysql-table-engine=innodb --mysql-user=root --db-driver=mysql --num-threads=500 --max-requests=20000000  --oltp-nontrx-mode=insert --mysql-db=test  --oltp-table-size=20000000 --oltp-table-name=t1  --mysql-socket=/opt/mysql/product/mysql/mysql3306.sock run  1> 2.log

        OLTP test statistics:
        queries performed:
            read:                            0
            write:                           20007732
            other:                           0
            total:                           20007732
        transactions:                        20007732 (8556.00 per sec.)
        deadlocks:                           0      (0.00 per sec.)
        read/write requests:                 20007732 (8556.00 per sec.)
        other operations:                    0      (0.00 per sec.)

        Test execution summary:
        total time:                          2338.4451s
        total number of events:              20007732
        total time taken by event execution: 1169095.8829
        per-request statistics:
             min:                                  0.35ms
             avg:                                 58.43ms
             max:                                317.35ms
             approx.  95 percentile:              83.54ms

        Threads fairness:
        events (avg/stddev):           40015.4640/13.47
        execution time (avg/stddev):   2338.1918/0.02

        900.69user 667.19system 39:07.55elapsed 66%CPU (0avgtext+0avgdata 128176maxresident)k
    0inputs+16outputs (0major+8251minor)pagefaults 0swaps

        
    7.7 混合读写测试
    nohup time sysbench --test=oltp --oltp-test-mode=complex --mysql-table-engine=innodb --mysql-user=root --db-driver=mysql --num-threads=500 --max-requests=20000000  --oltp-nontrx-mode=select --mysql-db=test  --oltp-table-size=20000000 --oltp-table-name=t1  --mysql-socket=/opt/mysql/product/mysql/mysql3306.sock run >4.log &

        sysbench 0.4.12:  multi-threaded system evaluation benchmark

        Running the test with following options:
    Number of threads: 500

        Doing OLTP test.
    Running mixed OLTP test
    Using Special distribution (12 iterations,  1 pct of values are returned in 75 pct cases)
    Using "BEGIN" for starting transactions
    Using auto_inc on the id column
    Maximum number of requests for OLTP test is limited to 20000000
    Threads started!
    Done.

        OLTP test statistics:
        queries performed:
            read:                            280001652
            write:                           100000590
            other:                           40000236
            total:                           420002478
        transactions:                        20000118 (1150.48 per sec.)
        deadlocks:                           0      (0.00 per sec.)
        read/write requests:                 380002242 (21859.10 per sec.)
        other operations:                    40000236 (2300.96 per sec.)

        Test execution summary:
        total time:                          17384.1703s
        total number of events:              20000118
        total time taken by event execution: 8691857.1553
        per-request statistics:
             min:                                 28.97ms
             avg:                                434.59ms
             max:                              14634.16ms
             approx.  95 percentile:             856.09ms

        Threads fairness:
        events (avg/stddev):           40000.2360/119.14
        execution time (avg/stddev):   17383.7143/0.06

        5142.95user 4422.48system 4:49:50elapsed 55%CPU (0avgtext+0avgdata 256224maxresident)k
    2440inputs+16outputs (15major+16290minor)pagefaults 0swaps

            

         avg:    434.59ms

        看到这里,大leader说这个数值偏高了,在game领域,最好<10ms,并且他猜测我是local测试的,local500个线程或许会
       对db server有一些压力的,建议我remote测试拜访测试下看

        
    7.8.1 混合读写测试 远程读写数据预备,远程跑后台进程预备数据。  
    nohup time sysbench --test=oltp --oltp-test-mode=nontrx --mysql-table-engine=innodb --mysql-host=eanprdnucmydbc048db01.eao.abn-iad.ea.com --mysql-user=chunman --mysql-password=hRhsYzbm  --db-driver=mysql --num-threads=500 --max-requests=20000000  --oltp-nontrx-mode=select --mysql-db=test  --oltp-table-size=20000000 --oltp-table-name=t1  --mysql-socket=/opt/mysql/product/mysql/mysql3306.sock prepare > 6.log &
    sysbench 0.4.12:  multi-threaded system evaluation benchmark

        Creating table 't1'...
    Creating 20000000 records in table 't1'...
    8.48user 1.96system 40:23.30elapsed 0%CPU (0avgtext+0avgdata 12224maxresident)k
    0inputs+8outputs (0major+854minor)pagefaults 0swaps

        7.8.2 混合读写测试 远程读写
    nohup time sysbench --test=oltp --oltp-test-mode=complex --mysql-table-engine=innodb --mysql-host=eanprdnucmydbc048db01.eao.abn-iad.ea.com --mysql-user=chunman --mysql-password=hRhsYzbm --db-driver=mysql --mysql-db=test --oltp-table-name=t1  --num-threads=500 --max-requests=20000000  --oltp-nontrx-mode=select --oltp-table-size=20000000  --mysql-socket=/opt/mysql/product/mysql/mysql3306.sock  run >5.log &

     
     
    ALERT: Error: failed to determine table 't1' type!
    ALERT: MySQL error:
    FATAL: failed to get database capabilities!
    0.00user 0.00system 0:00.01elapsed 64%CPU (0avgtext+0avgdata 9856maxresident)k
    0inputs+8outputs (0major+706minor)pagefaults 0swaps

        报这个错误,是因为数据没有,7.8.1没有执行,须要重新录入测试数据。

        7.8.2测试结果稍后补上,后台正在运行中......

        
     

         

    文章结束给大家分享下程序员的一些笑话语录: 与女友分手两月有余,精神萎靡,面带菜色。家人介绍一女孩,昨日与其相亲。女孩果然漂亮,一向吝啬的我决定破例请她吃晚饭。
    选了一个蛮贵的西餐厅,点了比较贵的菜。女孩眉开眼笑,与我谈得很投机。聊着聊着,她说:“我给你讲个笑话吧。”“ok”
      “一只螳螂要给一只雌蝴蝶介绍对象,见面时发现对方是只雄蜘蛛。见面后螳螂问蝴蝶‘如何?’,‘他长的太难看了’,‘别看人家长的丑,人家还有网站呢’。”
      “呵呵………”我笑。忽然她问:“你有网站吗?”  

    --------------------------------- 原创文章 By
    测试和read
    ---------------------------------

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  • 原文地址:https://www.cnblogs.com/xinyuyuanm/p/3098035.html
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