MySQL 中查找重复数据，删除重复数据

MySQL查找重复数据，删除重复数据

数据库版本 Server version: 5.1.41-community-log MySQL Community Server (GPL)

例1，表中有主键(可唯一标识的字段)，且该字段为数字类型

 

例1测试数据

/* 表结构 */
DROP TABLE IF EXISTS `t1`;
CREATE TABLE IF NOT EXISTS `t1`(
  `id` INT(1) NOT NULL AUTO_INCREMENT,
  `name` VARCHAR(20) NOT NULL,
  `add` VARCHAR(20) NOT NULL,
PRIMARY KEY(`id`)
)Engine=InnoDB;

/* 插入测试数据 */
INSERT INTO `t1`(`name`,`add`) VALUES
(\'abc\',"123"),
(\'abc\',"123"),
(\'abc\',"321"),
(\'abc\',"123"),
(\'xzy\',"123"),
(\'xzy\',"456"),
(\'xzy\',"456"),
(\'xzy\',"456"),
(\'xzy\',"789"),
(\'xzy\',"987"),
(\'xzy\',"789"),
(\'ijk\',"147"),
(\'ijk\',"147"),
(\'ijk\',"852"),
(\'opq\',"852"),
(\'opq\',"963"),
(\'opq\',"741"),
(\'tpk\',"741"),
(\'tpk\',"963"),
(\'tpk\',"963"),
(\'wer\',"546"),
(\'wer\',"546"),
(\'once\',"546");

SELECT * FROM `t1`;
+----+------+-----+
| id | name | add |
+----+------+-----+
|  1 | abc  | 123 |
|  2 | abc  | 123 |
|  3 | abc  | 321 |
|  4 | abc  | 123 |
|  5 | xzy  | 123 |
|  6 | xzy  | 456 |
|  7 | xzy  | 456 |
|  8 | xzy  | 456 |
|  9 | xzy  | 789 |
| 10 | xzy  | 987 |
| 11 | xzy  | 789 |
| 12 | ijk  | 147 |
| 13 | ijk  | 147 |
| 14 | ijk  | 852 |
| 15 | opq  | 852 |
| 16 | opq  | 963 |
| 17 | opq  | 741 |
| 18 | tpk  | 741 |
| 19 | tpk  | 963 |
| 20 | tpk  | 963 |
| 21 | wer  | 546 |
| 22 | wer  | 546 |
| 23 | once | 546 |
+----+------+-----+
23 rows in set (0.00 sec)

 

查找id最小的重复数据(只查找id字段)

/* 查找id最小的重复数据(只查找id字段) */
SELECT DISTINCT MIN(`id`) AS `id`
FROM `t1`
GROUP BY `name`,`add`
HAVING COUNT(1) > 1;
+------+
| id   |
+------+
|    1 |
|   12 |
|   19 |
|   21 |
|    6 |
|    9 |
+------+
6 rows in set (0.00 sec)

 

查找所有重复数据

/* 查找所有重复数据 */
SELECT `t1`.*
FROM `t1`,(
SELECT `name`,`add`
FROM `t1`
GROUP BY `name`,`add`
HAVING COUNT(1) > 1
) AS `t2`
WHERE `t1`.`name` = `t2`.`name`
AND `t1`.`add` = `t2`.`add`;
+----+------+-----+
| id | name | add |
+----+------+-----+
|  1 | abc  | 123 |
|  2 | abc  | 123 |
|  4 | abc  | 123 |
|  6 | xzy  | 456 |
|  7 | xzy  | 456 |
|  8 | xzy  | 456 |
|  9 | xzy  | 789 |
| 11 | xzy  | 789 |
| 12 | ijk  | 147 |
| 13 | ijk  | 147 |
| 19 | tpk  | 963 |
| 20 | tpk  | 963 |
| 21 | wer  | 546 |
| 22 | wer  | 546 |
+----+------+-----+
14 rows in set (0.00 sec)

 

查找除id最小的数据外的重复数据

/* 查找除id最小的数据外的重复数据 */
SELECT `t1`.*
FROM `t1`,(
SELECT DISTINCT MIN(`id`) AS `id`,`name`,`add`
FROM `t1`
GROUP BY `name`,`add`
HAVING COUNT(1) > 1
) AS `t2`
WHERE `t1`.`name` = `t2`.`name`
AND `t1`.`add` = `t2`.`add`
AND `t1`.`id` <> `t2`.`id`;
+----+------+-----+
| id | name | add |
+----+------+-----+
|  2 | abc  | 123 |
|  4 | abc  | 123 |
|  7 | xzy  | 456 |
|  8 | xzy  | 456 |
| 11 | xzy  | 789 |
| 13 | ijk  | 147 |
| 20 | tpk  | 963 |
| 22 | wer  | 546 |
+----+------+-----+
8 rows in set (0.00 sec)

 

例2，表中没有主键(可唯一标识的字段)，或者主键并非数字类型(也可以删除重复数据，但效率上肯定比较慢)

 

例2测试数据

/* 表结构 */
DROP TABLE IF EXISTS `noid`;
CREATE TABLE IF NOT EXISTS `noid`(
  `pk` VARCHAR(20) NOT NULL COMMENT \'字符串主键\',
  `name` VARCHAR(20) NOT NULL,
  `add` VARCHAR(20) NOT NULL,
PRIMARY KEY(`pk`)
)Engine=InnoDB;

/* 测试数据，与上例一样的测试数据，只是主键变为字符串形式 */
INSERT INTO `noid`(`pk`,`name`,`add`) VALUES
(\'a\',\'abc\',"123"),
(\'b\',\'abc\',"123"),
(\'c\',\'abc\',"321"),
(\'d\',\'abc\',"123"),
(\'e\',\'xzy\',"123"),
(\'f\',\'xzy\',"456"),
(\'g\',\'xzy\',"456"),
(\'h\',\'xzy\',"456"),
(\'i\',\'xzy\',"789"),
(\'j\',\'xzy\',"987"),
(\'k\',\'xzy\',"789"),
(\'l\',\'ijk\',"147"),
(\'m\',\'ijk\',"147"),
(\'n\',\'ijk\',"852"),
(\'o\',\'opq\',"852"),
(\'p\',\'opq\',"963"),
(\'q\',\'opq\',"741"),
(\'r\',\'tpk\',"741"),
(\'s\',\'tpk\',"963"),
(\'t\',\'tpk\',"963"),
(\'u\',\'wer\',"546"),
(\'v\',\'wer\',"546"),
(\'w\',\'once\',"546");

SELECT * FROM `noid`;
+----+------+-----+
| pk | name | add |
+----+------+-----+
| a  | abc  | 123 |
| b  | abc  | 123 |
| c  | abc  | 321 |
| d  | abc  | 123 |
| e  | xzy  | 123 |
| f  | xzy  | 456 |
| g  | xzy  | 456 |
| h  | xzy  | 456 |
| i  | xzy  | 789 |
| j  | xzy  | 987 |
| k  | xzy  | 789 |
| l  | ijk  | 147 |
| m  | ijk  | 147 |
| n  | ijk  | 852 |
| o  | opq  | 852 |
| p  | opq  | 963 |
| q  | opq  | 741 |
| r  | tpk  | 741 |
| s  | tpk  | 963 |
| t  | tpk  | 963 |
| u  | wer  | 546 |
| v  | wer  | 546 |
| w  | once | 546 |
+----+------+-----+
23 rows in set (0.00 sec)

 

为表添加自增长的id字段

/* 为表添加自增长的id字段 */
ALTER TABLE `noid` ADD `id` INT(1) NOT NULL AUTO_INCREMENT, ADD INDEX `id`(`id`);
Query OK, 23 rows affected (0.16 sec)
Records: 23  Duplicates: 0  Warnings: 0

SELECT * FROM `noid`;
+----+------+-----+----+
| pk | name | add | id |
+----+------+-----+----+
| a  | abc  | 123 |  1 |
| b  | abc  | 123 |  2 |
| c  | abc  | 321 |  3 |
| d  | abc  | 123 |  4 |
| e  | xzy  | 123 |  5 |
| f  | xzy  | 456 |  6 |
| g  | xzy  | 456 |  7 |
| h  | xzy  | 456 |  8 |
| i  | xzy  | 789 |  9 |
| j  | xzy  | 987 | 10 |
| k  | xzy  | 789 | 11 |
| l  | ijk  | 147 | 12 |
| m  | ijk  | 147 | 13 |
| n  | ijk  | 852 | 14 |
| o  | opq  | 852 | 15 |
| p  | opq  | 963 | 16 |
| q  | opq  | 741 | 17 |
| r  | tpk  | 741 | 18 |
| s  | tpk  | 963 | 19 |
| t  | tpk  | 963 | 20 |
| u  | wer  | 546 | 21 |
| v  | wer  | 546 | 22 |
| w  | once | 546 | 23 |
+----+------+-----+----+
23 rows in set (0.00 sec)

 

MySQL中必须是有索引的字段才可以使用AUTO_INCREMENT

删除重复数据与上例一样，记得删除完数据把id字段也删除了

 

删除重复数据，只保留一条数据

/* 删除重复数据，只保留一条数据 */
DELETE FROM `noid`
USING `noid`,(
SELECT DISTINCT MIN(`id`) AS `id`,`name`,`add`
FROM `noid`
GROUP BY `name`,`add`
HAVING COUNT(1) > 1
) AS `t2`
WHERE `noid`.`name` = `t2`.`name`
AND `noid`.`add` = `t2`.`add`
AND `noid`.`id` <> `t2`.`id`;
Query OK, 8 rows affected (0.05 sec)

/* 删除id字段 */
ALTER TABLE `noid` DROP `id`;
Query OK, 15 rows affected (0.16 sec)
Records: 15  Duplicates: 0  Warnings: 0

SELECT * FROM `noid`;
+----+------+-----+
| pk | name | add |
+----+------+-----+
| a  | abc  | 123 |
| c  | abc  | 321 |
| e  | xzy  | 123 |
| f  | xzy  | 456 |
| i  | xzy  | 789 |
| j  | xzy  | 987 |
| l  | ijk  | 147 |
| n  | ijk  | 852 |
| o  | opq  | 852 |
| p  | opq  | 963 |
| q  | opq  | 741 |
| r  | tpk  | 741 |
| s  | tpk  | 963 |
| u  | wer  | 546 |
| w  | once | 546 |
+----+------+-----+
15 rows in set (0.00 sec)