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  • MySQL 二进制文件恢复

    先不说话  先来一段代码块

      1 mysql> show variables like 'autocommit';
      2 +---------------+-------+
      3 | Variable_name | Value |
      4 +---------------+-------+
      5 | autocommit    | ON    |
      6 +---------------+-------+
      7 1 row in set (0.00 sec)
      8 
      9 mysql> set autocommit=0;
     10 Query OK, 0 rows affected (0.00 sec)
     11 
     12 mysql> show variables like 'autocommit';
     13 +---------------+-------+
     14 | Variable_name | Value |
     15 +---------------+-------+
     16 | autocommit    | OFF   |
     17 +---------------+-------+
     18 1 row in set (0.00 sec)
     19 
     20 
     21 mysql> show master status;
     22 +------------------+----------+--------------+------------------+-------------------+
     23 | File             | Position | Binlog_Do_DB | Binlog_Ignore_DB | Executed_Gtid_Set |
     24 +------------------+----------+--------------+------------------+-------------------+
     25 | mysql-bin.000034 |      120 |              |                  |                   |
     26 +------------------+----------+--------------+------------------+-------------------+
     27 1 row in set (0.00 sec)
     28 
     29 
     30 #第二个
     31 mysql> create database luna;
     32 Query OK, 1 row affected (0.00 sec)
     33 
     34 mysql> show master status;
     35 +------------------+----------+--------------+------------------+-------------------+
     36 | File             | Position | Binlog_Do_DB | Binlog_Ignore_DB | Executed_Gtid_Set |
     37 +------------------+----------+--------------+------------------+-------------------+
     38 | mysql-bin.000034 |      214 |              |                  |                   |
     39 +------------------+----------+--------------+------------------+-------------------+
     40 1 row in set (0.00 sec)
     41 
     42 mysql> use luna;
     43 Database changed
     44 mysql> create table t1(id int);
     45 Query OK, 0 rows affected (0.08 sec)
     46 
     47 mysql> show master status;
     48 +------------------+----------+--------------+------------------+-------------------+
     49 | File             | Position | Binlog_Do_DB | Binlog_Ignore_DB | Executed_Gtid_Set |
     50 +------------------+----------+--------------+------------------+-------------------+
     51 | mysql-bin.000034 |      311 |              |                  |                   |
     52 +------------------+----------+--------------+------------------+-------------------+
     53 1 row in set (0.00 sec)
     54 
     55 
     56 mysql> insert into t1 values(1);
     57 Query OK, 1 row affected (0.00 sec)
     58 
     59 mysql> show master status;
     60 +------------------+----------+--------------+------------------+-------------------+
     61 | File             | Position | Binlog_Do_DB | Binlog_Ignore_DB | Executed_Gtid_Set |
     62 +------------------+----------+--------------+------------------+-------------------+
     63 | mysql-bin.000034 |      311 |              |                  |                   |
     64 +------------------+----------+--------------+------------------+-------------------+
     65 1 row in set (0.00 sec)
     66 
     67 mysql> commit;
     68 Query OK, 0 rows affected (0.33 sec)
     69 
     70 mysql> show master status;
     71 +------------------+----------+--------------+------------------+-------------------+
     72 | File             | Position | Binlog_Do_DB | Binlog_Ignore_DB | Executed_Gtid_Set |
     73 +------------------+----------+--------------+------------------+-------------------+
     74 | mysql-bin.000034 |      499 |              |                  |                   |
     75 +------------------+----------+--------------+------------------+-------------------+
     76 1 row in set (0.00 sec)
     77 
     78 #update
     79 mysql> update t1 set id=11 where id=1;
     80 Query OK, 1 row affected (0.00 sec)
     81 Rows matched: 1  Changed: 1  Warnings: 0
     82 
     83 mysql> show master status;
     84 +------------------+----------+--------------+------------------+-------------------+
     85 | File             | Position | Binlog_Do_DB | Binlog_Ignore_DB | Executed_Gtid_Set |
     86 +------------------+----------+--------------+------------------+-------------------+
     87 | mysql-bin.000034 |      857 |              |                  |                   |
     88 +------------------+----------+--------------+------------------+-------------------+
     89 1 row in set (0.00 sec)
     90 
     91 mysql> show master status;
     92 +------------------+----------+--------------+------------------+-------------------+
     93 | File             | Position | Binlog_Do_DB | Binlog_Ignore_DB | Executed_Gtid_Set |
     94 +------------------+----------+--------------+------------------+-------------------+
     95 | mysql-bin.000034 |     1051 |              |                  |                   |
     96 +------------------+----------+--------------+------------------+-------------------+
     97 1 row in set (0.00 sec)
     98 
     99 
    100 #delete
    101 mysql> delete from t1 where id=2;
    102 Query OK, 1 row affected (0.00 sec)
    103 
    104 mysql> show master status;
    105 +------------------+----------+--------------+------------------+-------------------+
    106 | File             | Position | Binlog_Do_DB | Binlog_Ignore_DB | Executed_Gtid_Set |
    107 +------------------+----------+--------------+------------------+-------------------+
    108 | mysql-bin.000034 |     1051 |              |                  |                   |
    109 +------------------+----------+--------------+------------------+-------------------+
    110 1 row in set (0.00 sec)
    111 
    112 mysql> commit;
    113 Query OK, 0 rows affected (0.01 sec)
    114 
    115 mysql> show master status;
    116 +------------------+----------+--------------+------------------+-------------------+
    117 | File             | Position | Binlog_Do_DB | Binlog_Ignore_DB | Executed_Gtid_Set |
    118 +------------------+----------+--------------+------------------+-------------------+
    119 | mysql-bin.000034 |     1239 |              |                  |                   |
    120 +------------------+----------+--------------+------------------+-------------------+
    121 1 row in set (0.00 sec)
    122 
    123 
    124 #drop  
    125 mysql> select * from t1;
    126 +------+
    127 | id   |
    128 +------+
    129 |   11 |
    130 |    3 |
    131 |    4 |
    132 +------+
    133 3 rows in set (0.00 sec)
    134 
    135 mysql> update t1 set id=44 where id=4;
    136 Query OK, 1 row affected (0.00 sec)
    137 Rows matched: 1  Changed: 1  Warnings: 0
    138 
    139 mysql> drop table t1;
    140 Query OK, 0 rows affected (0.04 sec)
    141 
    142 mysql> drop database luna;
    143 Query OK, 0 rows affected (0.08 sec)
    144 
    145 mysql> show master status;
    146 +------------------+----------+--------------+------------------+-------------------+
    147 | File             | Position | Binlog_Do_DB | Binlog_Ignore_DB | Executed_Gtid_Set |
    148 +------------------+----------+--------------+------------------+-------------------+
    149 | mysql-bin.000034 |     1633 |              |                  |                   |
    150 +------------------+----------+--------------+------------------+-------------------+
    151 1 row in set (0.00 sec)
    152 
    153 
    154 
    155 
    156 #工具查看
    157 mysql> show binlog events in 'mysql-bin.000034';
    158 
    159 
    160 #在命令行查看
    161 
    162 [root@db01-sa mysql]# mysqlbinlog --base64-output=decode-rows -vvv /data/mysql/mysql-bin.000034
    163 
    164 
    165 
    166 /*!50530 SET @@SESSION.PSEUDO_SLAVE_MODE=1*/;
    167 /*!40019 SET @@session.max_insert_delayed_threads=0*/;
    168 /*!50003 SET @OLD_COMPLETION_TYPE=@@COMPLETION_TYPE,COMPLETION_TYPE=0*/;
    169 DELIMITER /*!*/;
    170 # at 4
    171 #180627 17:49:07 server id 6  end_log_pos 120 CRC32 0x75f5723b     Start: binlog v 4, server v 5.6.38-log created 180627 17:49:07 at startup
    172 # Warning: this binlog is either in use or was not closed properly.
    173 ROLLBACK/*!*/;
    174 # at 120
    175 #180627 18:21:12 server id 6  end_log_pos 214 CRC32 0x0a1b14fc     Query    thread_id=2    exec_time=0    error_code=0
    176 SET TIMESTAMP=1530094872/*!*/;
    177 SET @@session.pseudo_thread_id=2/*!*/;
    178 SET @@session.foreign_key_checks=1, @@session.sql_auto_is_null=0, @@session.unique_checks=1, @@session.autocommit=1/*!*/;
    179 SET @@session.sql_mode=1075838976/*!*/;
    180 SET @@session.auto_increment_increment=1, @@session.auto_increment_offset=1/*!*/;
    181 /*!C utf8 *//*!*/;
    182 SET @@session.character_set_client=33,@@session.collation_connection=33,@@session.collation_server=33/*!*/;
    183 SET @@session.lc_time_names=0/*!*/;
    184 SET @@session.collation_database=DEFAULT/*!*/;
    185 create database luna
    186 /*!*/;
    187 # at 214
    188 #180627 18:22:16 server id 6  end_log_pos 311 CRC32 0x9fe876dc     Query    thread_id=2    exec_time=0    error_code=0
    189 use `luna`/*!*/;
    190 SET TIMESTAMP=1530094936/*!*/;
    191 create table t1(id int)
    192 /*!*/;
    193 # at 311
    194 #180627 18:23:02 server id 6  end_log_pos 383 CRC32 0xa66c8e7d     Query    thread_id=2    exec_time=0    error_code=0
    195 SET TIMESTAMP=1530094982/*!*/;
    196 BEGIN
    197 /*!*/;
    198 # at 383
    199 #180627 18:23:02 server id 6  end_log_pos 428 CRC32 0xf0097518     Table_map: `luna`.`t1` mapped to number 70
    200 # at 428
    201 #180627 18:23:02 server id 6  end_log_pos 468 CRC32 0x2b1aa647     Write_rows: table id 70 flags: STMT_END_F
    202 ### INSERT INTO `luna`.`t1`
    203 ### SET
    204 ###   @1=1 /* INT meta=0 nullable=1 is_null=0 */
    205 # at 468
    206 #180627 18:23:28 server id 6  end_log_pos 499 CRC32 0x62719421     Xid = 37
    207 COMMIT/*!*/;
    208 # at 499
    209 #180627 18:25:06 server id 6  end_log_pos 571 CRC32 0x84c9efe6     Query    thread_id=2    exec_time=0    error_code=0
    210 SET TIMESTAMP=1530095106/*!*/;
    211 BEGIN
    212 /*!*/;
    213 # at 571
    214 #180627 18:25:06 server id 6  end_log_pos 616 CRC32 0x74d151e2     Table_map: `luna`.`t1` mapped to number 70
    215 # at 616
    216 #180627 18:25:06 server id 6  end_log_pos 656 CRC32 0xd10d7120     Write_rows: table id 70 flags: STMT_END_F
    217 ### INSERT INTO `luna`.`t1`
    218 ### SET
    219 ###   @1=2 /* INT meta=0 nullable=1 is_null=0 */
    220 # at 656
    221 #180627 18:27:16 server id 6  end_log_pos 701 CRC32 0x7895e39d     Table_map: `luna`.`t1` mapped to number 70
    222 # at 701
    223 #180627 18:27:16 server id 6  end_log_pos 741 CRC32 0x5acc32fe     Write_rows: table id 70 flags: STMT_END_F
    224 ### INSERT INTO `luna`.`t1`
    225 ### SET
    226 ###   @1=3 /* INT meta=0 nullable=1 is_null=0 */
    227 # at 741
    228 #180627 18:27:30 server id 6  end_log_pos 786 CRC32 0xb4ed9f5a     Table_map: `luna`.`t1` mapped to number 70
    229 # at 786
    230 #180627 18:27:30 server id 6  end_log_pos 826 CRC32 0x819e8db3     Write_rows: table id 70 flags: STMT_END_F
    231 ### INSERT INTO `luna`.`t1`
    232 ### SET
    233 ###   @1=4 /* INT meta=0 nullable=1 is_null=0 */
    234 # at 826
    235 #180627 18:27:58 server id 6  end_log_pos 857 CRC32 0x452e1f31     Xid = 41
    236 COMMIT/*!*/;
    237 # at 857
    238 #180627 18:29:56 server id 6  end_log_pos 929 CRC32 0x5e68dff7     Query    thread_id=2    exec_time=0    error_code=0
    239 SET TIMESTAMP=1530095396/*!*/;
    240 BEGIN
    241 /*!*/;
    242 # at 929
    243 #180627 18:29:56 server id 6  end_log_pos 974 CRC32 0xf4e4e2bf     Table_map: `luna`.`t1` mapped to number 70
    244 # at 974
    245 #180627 18:29:56 server id 6  end_log_pos 1020 CRC32 0x2d809738     Update_rows: table id 70 flags: STMT_END_F
    246 ### UPDATE `luna`.`t1`
    247 ### WHERE
    248 ###   @1=1 /* INT meta=0 nullable=1 is_null=0 */
    249 ### SET
    250 ###   @1=11 /* INT meta=0 nullable=1 is_null=0 */
    251 # at 1020
    252 #180627 18:30:25 server id 6  end_log_pos 1051 CRC32 0x08029580     Xid = 52
    253 COMMIT/*!*/;
    254 # at 1051
    255 #180627 18:31:25 server id 6  end_log_pos 1123 CRC32 0xcf1b6980     Query    thread_id=2    exec_time=0  error_code=0
    256 SET TIMESTAMP=1530095485/*!*/;
    257 BEGIN
    258 /*!*/;
    259 # at 1123
    260 #180627 18:31:25 server id 6  end_log_pos 1168 CRC32 0x7729069b     Table_map: `luna`.`t1` mapped to number 70
    261 # at 1168
    262 #180627 18:31:25 server id 6  end_log_pos 1208 CRC32 0x04cb5496     Delete_rows: table id 70 flags: STMT_END_F
    263 ### DELETE FROM `luna`.`t1`
    264 ### WHERE
    265 ###   @1=2 /* INT meta=0 nullable=1 is_null=0 */
    266 # at 1208
    267 #180627 18:31:36 server id 6  end_log_pos 1239 CRC32 0x27093f44     Xid = 56
    268 COMMIT/*!*/;
    269 # at 1239
    270 #180627 18:33:45 server id 6  end_log_pos 1311 CRC32 0x8be80fc2     Query    thread_id=2    exec_time=0  error_code=0
    271 SET TIMESTAMP=1530095625/*!*/;
    272 BEGIN
    273 /*!*/;
    274 # at 1311
    275 #180627 18:33:45 server id 6  end_log_pos 1356 CRC32 0x77578bf1     Table_map: `luna`.`t1` mapped to number 70
    276 # at 1356
    277 #180627 18:33:45 server id 6  end_log_pos 1402 CRC32 0x9c7bf8df     Update_rows: table id 70 flags: STMT_END_F
    278 ### UPDATE `luna`.`t1`
    279 ### WHERE
    280 ###   @1=4 /* INT meta=0 nullable=1 is_null=0 */
    281 ### SET
    282 ###   @1=44 /* INT meta=0 nullable=1 is_null=0 */
    283 # at 1402
    284 #180627 18:34:17 server id 6  end_log_pos 1433 CRC32 0x354e0150     Xid = 60
    285 COMMIT/*!*/;
    286 # at 1433
    287 #180627 18:34:17 server id 6  end_log_pos 1548 CRC32 0x52b3dc50     Query    thread_id=2    exec_time=0  error_code=0
    288 SET TIMESTAMP=1530095657/*!*/;
    289 DROP TABLE `t1` /* generated by server */
    290 /*!*/;
    291 # at 1548
    292 #180627 18:34:26 server id 6  end_log_pos 1633 CRC32 0x2e40af97     Query    thread_id=2    exec_time=0  error_code=0
    293 SET TIMESTAMP=1530095666/*!*/;
    294 drop database luna
    295 /*!*/;
    296 DELIMITER ;
    297 # End of log file
    298 ROLLBACK /* added by mysqlbinlog */;
    299 /*!50003 SET COMPLETION_TYPE=@OLD_COMPLETION_TYPE*/;
    300 /*!50530 SET @@SESSION.PSEUDO_SLAVE_MODE=0*/;
    301 
    302 
    303 
    304 #截取
    305 [root@db01-sa mysql]# mysqlbinlog --start-position=120 --stop-position=857 /data/mysql/mysql-bin.000034 >/tmp/luna2.sql
    306 WARNING: The range of printed events ends with a row event or a table map event that does not have the STMT_END_F flag
    307 set. This might be because the last statement was not fully written to the log, or because you are using a 
    308 --stop-position or --stop-datetime that refers to an event in the middle of a statement. The event(s) from 
    309 the partial statement have not been written to output.
    310  
    311 警告:打印事件的范围以行或表映射事件结束,没有设置了STMT_END_F标志。这可能是因为过去的声明没有完全写入日志,或者因为您使
    312 用的是——停止位置,stop-datetime指一个事件在一份声明中。部分语句中的事件尚未写入输出。
    313  
    314 #产生以上报错就是因为截取的时候 一定要注意begin  begin是一个语句的开始 一定要从begin之前开始截断
    315 之前的语句mysqlbinlog --start-position=120 --stop-position=974 /data/mysql/mysql-bin.000034 >/tmp/luna.sql 当中的974要改成857
    316  
    317  mysql> set sql_log_bin=0;
    318 Query OK, 0 rows affected (0.00 sec)
    319 
    320 mysql> source /tmp/luna.sql;
    321 Query OK, 0 rows affected (0.00 sec)
    322 
    323 Query OK, 0 rows affected, 1 warning (0.00 sec)
    324 
    325 Query OK, 0 rows affected (0.00 sec)
    326 
    327 Query OK, 0 rows affected (0.00 sec)
    328 
    329 Query OK, 0 rows affected (0.00 sec)
    330 
    331 Query OK, 0 rows affected (0.00 sec)
    332 
    333 Query OK, 0 rows affected (0.00 sec)
    334 
    335 Query OK, 0 rows affected (0.00 sec)
    336 
    337 Query OK, 0 rows affected (0.00 sec)
    338 
    339 Query OK, 0 rows affected (0.00 sec)
    340 
    341 Charset changed
    342 Query OK, 0 rows affected (0.00 sec)
    343 
    344 Query OK, 0 rows affected (0.00 sec)
    345 
    346 Query OK, 0 rows affected (0.00 sec)
    347 
    348 Query OK, 0 rows affected (0.00 sec)
    349 
    350 Query OK, 1 row affected (0.00 sec)
    351 
    352 Database changed
    353 Query OK, 0 rows affected (0.00 sec)
    354 
    355 Query OK, 0 rows affected (0.36 sec)
    356 
    357 Query OK, 0 rows affected (0.00 sec)
    358 
    359 Query OK, 0 rows affected (0.00 sec)
    360 
    361 Query OK, 0 rows affected (0.01 sec)
    362 
    363 Query OK, 0 rows affected (0.00 sec)
    364 
    365 Query OK, 0 rows affected (0.01 sec)
    366 
    367 Query OK, 0 rows affected (0.00 sec)
    368 
    369 Query OK, 0 rows affected (0.00 sec)
    370 
    371 Query OK, 0 rows affected (0.03 sec)
    372 
    373 Query OK, 0 rows affected (0.00 sec)
    374 
    375 Query OK, 0 rows affected (0.01 sec)
    376 
    377 Query OK, 0 rows affected (0.00 sec)
    378 
    379 Query OK, 0 rows affected (0.00 sec)
    380 
    381 Query OK, 0 rows affected (0.00 sec)
    382 
    383 Query OK, 0 rows affected (0.00 sec)
    384 
    385 Query OK, 0 rows affected (0.00 sec)
    386 
    387 mysql> show database;
    388 ERROR 1064 (42000): You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near 'database' at line 1
    389 mysql> show databases;
    390 +--------------------+
    391 | Database           |
    392 +--------------------+
    393 | information_schema |
    394 | binlog             |
    395 | luna               |
    396 | mysql              |
    397 | nod01              |
    398 | oldboy             |
    399 | performance_schema |
    400 | test               |
    401 | world              |
    402 +--------------------+
    403 9 rows in set (0.00 sec)
    404 
    405 mysql> use luna
    406 Database changed
    407 mysql> 
    408 mysql> 
    409 mysql> show table;
    410 ERROR 1064 (42000): You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near '' at line 1
    411 mysql> show tables;
    412 +----------------+
    413 | Tables_in_luna |
    414 +----------------+
    415 | t1             |
    416 +----------------+
    417 1 row in set (0.00 sec)
    418 
    419 mysql> select * from t1;
    420 +------+
    421 | id   |
    422 +------+
    423 |    1 |
    424 |    2 |
    425 |    3 |
    426 |    4 |
    427 +------+
    428 4 rows in set (0.00 sec)
    429 
    430 mysql> show master status;
    431 +------------------+----------+--------------+------------------+-------------------+
    432 | File             | Position | Binlog_Do_DB | Binlog_Ignore_DB | Executed_Gtid_Set |
    433 +------------------+----------+--------------+------------------+-------------------+
    434 | mysql-bin.000034 |     1633 |              |                  |                   |
    435 +------------------+----------+--------------+------------------+-------------------+
    436 1 row in set (0.00 sec)
    View Code

    MySQL binlog的补充

    Mysql的binlog日志作用是用来记录mysql内部增删改查等对mysql数据库有更新的内容的记录(对数据库的改动),对数据库的查询select或show等不会被binlog日志记录;主要用于数据库的主从复制以及增量恢复。
    mysql的binlog日志必须打开log-bin功能才能生存binlog日志
    -rw-rw---- 1 mysql mysql   669 8月  10 21:29 mysql-bin.000001
    -rw-rw---- 1 mysql mysql   126 8月  10 22:06 mysql-bin.000002
    -rw-rw---- 1 mysql mysql 11799 8月  15 18:17 mysql-bin.000003
     
     

    2、Mysqlbinlog解析工具

      Mysqlbinlog功能是将Mysql的binlog日志转换成Mysql语句,默认情况下binlog日志是二进制文件,无法直接查看。
      Mysqlbinlog参数
    参数 描述
    -d 指定库的binlog
    -r 相当于重定向到指定文件
    --start-position--stop-position 按照指定位置精确解析binlog日志(精确),如不接--stop-positiion则一直到binlog日志结尾
    --start-datetime--stop-datetime 按照指定时间解析binlog日志(模糊,不准确),如不接--stop-datetime则一直到binlog日志结尾
    备注:myslqlbinlog分库导出binlog,如使用-d参数,更新数据时必须使用use database。
    例:解析ceshi数据库的binlog日志并写入my.sql文件
    #mysqlbinlog -d ceshi mysql-bin.000003 -r my.sql
     
     
     
    使用位置精确解析binlog日志
    #mysqlbinlog mysql-bin.000003 --start-position=100  --stop-position=200 -r my.sql
     
     
     
    3、MySQL binlog的三种工作模式
      (1)Row level
      日志中会记录每一行数据被修改的情况,然后在slave端对相同的数据进行修改。
      优点:能清楚的记录每一行数据修改的细节
      缺点:数据量太大
      (2)Statement level(默认)
      每一条被修改数据的sql都会记录到master的bin-log中,slave在复制的时候sql进程会解析成和原来master端执行过的相同的sql再次执行
      优点:解决了 Row level下的缺点,不需要记录每一行的数据变化,减少bin-log日志量,节约磁盘IO,提高新能
      缺点:容易出现主从复制不一致
      (3)Mixed(混合模式)
      结合了Row level和Statement level的优点

    4、MySQL企业binlog模式的选择

    1. 互联网公司使用MySQL的功能较少(不用存储过程、触发器、函数),选择默认的Statement level
    2. 用到MySQL的特殊功能(存储过程、触发器、函数)则选择Mixed模式
    3. 用到MySQL的特殊功能(存储过程、触发器、函数),又希望数据最大化一直则选择Row模式
    5、设置MySQL binlog模式
      查看MySQLbinlog模式
     
    mysql>show global variables like "binlog%";
    +-----------------------------------------+-----------+
    | Variable_name                         | Value     |
    +-----------------------------------------+-----------+
    | binlog_cache_size                      | 1048576   |
    | binlog_direct_non_transactional_updates | OFF       |
    | binlog_format                          | STATEMENT |       #系统默认为STATEMENT模式
    | binlog_stmt_cache_size                 | 32768     |
    +-----------------------------------------+-----------+
    4 rows in set (0.00 sec) 
     
     
     
     
    MySQL中设置binlog模式
    mysql>set global binlog_format='ROW'; 
     
    配置文件中设置binlog模式
     
    #vim my.cnf
    [mysqld]
    binlog_format='ROW'          #放在mysqld模块下面
    user    = mysql
    port    = 3306
    socket  = /data/3306/mysql.sock
     
     
     
    6、配置完成后需要重启mysql服务
    Row模式下解析binlog日志
     
    #mysqlbinlog --base64-output="decode-rows" -v mysql-bin.000001
     
    以上内容转自:https://www.cnblogs.com/xhyan/p/6530861.html
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  • 原文地址:https://www.cnblogs.com/nodchen/p/9235632.html
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