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考试系统中做了一个用户导入试题功能,导致用户导入了很多重复的试题,我需要查询及删除一下重复的记录,于是有了这篇文章。
(一)单个字段
1、查找表中多余的重复记录,根据(question_title)字段来判断
代码如下select * from questions where question_title in (select question_title from people group by question_title having count(question_title) > 1)
2、删除表中多余的重复记录,根据(question_title)字段来判断,只留有一个记录
代码如下delete from questions
where peopleId in (select peopleId from people group by peopleId having count(question_title) > 1)
and min(id) not in (select question_id from questions group by question_title having count(question_title)>1)
(二)多个字段
删除表中多余的重复记录(多个字段),只留有rowid最小的记录
代码如下DELETE FROM questions WHERE (questions_title,questions_scope) IN (SELECT questions_title,questions_scope FROM questions GROUP BY questions_title,questions_scope HAVING COUNT(*) > 1) AND question_id NOT IN (SELECT MIN(question_id) FROM questions GROUP BY questions_scope,questions_title HAVING COUNT(*)>1)
用上述语句无法删除,创建了临时表才删的,求各位达人解释一下。
代码如下
CREATE TABLE tmp AS SELECT question_id FROM questions WHERE (questions_title,questions_scope) IN (SELECT questions_title,questions_scope FROM questions GROUP BY questions_title,questions_scope HAVING COUNT(*) > 1) AND question_id NOT IN (SELECT MIN(question_id) FROM questions GROUP BY questions_scope,questions_title HAVING COUNT(*)>1);
DELETE FROM questions WHERE question_id IN (SELECT question_id FROM tmp);
DROP TABLE tmp;
(三)
代码如下declare @max integer,@id integer
declare cur_rows cursor local for select 主字段,count(*) from 表名 group by 主字段 having count(*) >; 1
open cur_rows
fetch cur_rows into @id,@max
while @@fetch_status=0
begin
select @max = @max -1
set rowcount @max
delete from 表名 where 主字段 = @id
fetch cur_rows into @id,@max
end
close cur_rows
set rowcount 0
上面讲到了很多,下面我们一起来看实例删除重复记录实例
例1,表中有主键(可唯一标识的字段),且该字段为数字类型
代码如下
/* 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 |
+----+------+-----+
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 |
+------+
rows in set (0.00 sec)
查找所有重复数据
代码如下/* 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 |
+----+------+-----+
rows in set (0.00 sec)
查找除id最小的数据外的重复数据
代码如下/* 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 |
+----+------+-----+
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 |
+----+------+-----+
rows in set (0.00 sec)
为表添加自增长的id字段
代码如下/* 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 |
+----+------+-----+----+
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
代码如下/* 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 |
+----+------+-----+
rows in set (0.00 sec)