MySQL——UNION与UNION ALL
2020-02-23 本文已影响0人
python与数据分析
UNION用于把来自许多SELECT语句的结果组合到一个结果集合中,也叫联合查询。
SELECT ...
UNION [ALL | DISTINCT]
SELECT ...
[UNION [ALL | DISTINCT]
SELECT ...]
在多个 SELECT 语句中,第一个 SELECT 语句中被使用的字段名称将被用于结果的字段名称。
当使用 UNION 时,MySQL 会把结果集中重复的记录删掉,而使用 UNION ALL ,MySQL 会把所有的记录返回,且效率高于 UNION。
数据准备
student表
CREATE TABLE `student` (
`id` int(11) NOT NULL AUTO_INCREMENT,
`name` varchar(10) DEFAULT NULL,
`age` tinyint(4) DEFAULT NULL,
`classId` int(11) DEFAULT NULL,
PRIMARY KEY (`id`)
) ENGINE=InnoDB AUTO_INCREMENT=5 DEFAULT CHARSET=utf8;
INSERT INTO `student` VALUES ('1', 's1', '20', '1'), ('2', 's2', '22', '1'),('3', 's3', '22', '2'), ('4', 's4', '25', '2');
teacher表
CREATE TABLE `teacher` (
`id` int(11) NOT NULL AUTO_INCREMENT,
`name` varchar(10) DEFAULT NULL,
`age` tinyint(4) DEFAULT NULL,
PRIMARY KEY (`id`)
) ENGINE=InnoDB AUTO_INCREMENT=4 DEFAULT CHARSET=utf8;
INSERT INTO `teacher` VALUES ('1', 't1', '36'), ('2', 't2', '33'), ('3', 's3', '22');
查询数据如下
mysql> SELECT * FROM student;
+----+------+-----+---------+
| id | name | age | classId |
+----+------+-----+---------+
| 1 | s1 | 20 | 1 |
| 2 | s2 | 22 | 1 |
| 3 | s3 | 22 | 2 |
| 4 | s4 | 25 | 2 |
+----+------+-----+---------+
4 rows in set
mysql> SELECT * FROM teacher;
+----+------+-----+
| id | name | age |
+----+------+-----+
| 1 | t1 | 36 |
| 2 | t2 | 33 |
| 3 | s3 | 22 |
+----+------+-----+
3 rows in set
使用 UNION的结果
mysql> SELECT id, name, age FROM student
-> UNION -- 与UNION DISTINCT相同
-> SELECT id, name, age FROM teacher;
+----+------+-----+
| id | name | age |
+----+------+-----+
| 1 | s1 | 20 |
| 2 | s2 | 22 |
| 3 | s3 | 22 |
| 4 | s4 | 25 |
| 1 | t1 | 36 |
| 2 | t2 | 33 |
+----+------+-----+
6 rows in set
使用 UNION ALL的结果
mysql> SELECT id, name, age FROM student
-> UNION ALL
-> SELECT id, name, age FROM teacher;
+----+------+-----+
| id | name | age |
+----+------+-----+
| 1 | s1 | 20 |
| 2 | s2 | 22 |
| 3 | s3 | 22 |
| 4 | s4 | 25 |
| 1 | t1 | 36 |
| 2 | t2 | 33 |
| 3 | s3 | 22 |
+----+------+-----+
7 rows in set
其实联合查询跟字段的类型无关,只要求每个SELECT查询的字段数一样,能对应即可,如
mysql> SELECT id, name, age FROM student -- 这里可以看出第一个SELECT语句中的字段名称被用作最后结果的字段名
-> UNION
-> SELECT age, name, id FROM teacher;
+----+------+-----+
| id | name | age |
+----+------+-----+
| 1 | s1 | 20 |
| 2 | s2 | 22 |
| 3 | s3 | 22 |
| 4 | s4 | 25 |
| 36 | t1 | 1 |
| 33 | t2 | 2 |
| 22 | s3 | 3 |
+----+------+-----+
7 rows in set
在联合查询中,当使用ORDER BY的时候,需要对SELECT语句添加括号,并且与LIMIT结合使用才生效,如
mysql> (SELECT classId, id, name, age FROM student WHERE classId = 1 ORDER BY age DESC)
-> UNION
-> (SELECT classId, id, name, age FROM student WHERE classId = 2 ORDER BY age);
+---------+----+------+-----+
| classId | id | name | age |
+---------+----+------+-----+
| 1 | 1 | s1 | 20 |
| 1 | 2 | s2 | 22 |
| 2 | 3 | s3 | 22 |
| 2 | 4 | s4 | 25 |
+---------+----+------+-----+
4 rows in set
此时classId为1的学生并没有按照年龄进行降序,结合LIMIT后
mysql> (SELECT classId, id, name, age FROM student WHERE classId = 1 ORDER BY age DESC LIMIT 2)
-> UNION
-> (SELECT classId, id, name, age FROM student WHERE classId = 2 ORDER BY age);
+---------+----+------+-----+
| classId | id | name | age |
+---------+----+------+-----+
| 1 | 2 | s2 | 22 |
| 1 | 1 | s1 | 20 |
| 2 | 3 | s3 | 22 |
| 2 | 4 | s4 | 25 |
+---------+----+------+-----+
4 rows in set