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面试笔试常考的mysql 数据库操作group by .

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IT 面试中,数据库的相关问题基本上属于必考问题,而其中关于sql语句也是经常考察的一个重要知识点。 下面介绍下sql语句中一个比较重要的操作group by,他的重要行一方面体现在他的理解困难度,一方面体现应用中的长见性。 首先,给出一个studnet学生表: [s

IT 面试中,数据库的相关问题基本上属于必考问题,而其中关于sql语句也是经常考察的一个重要知识点。


下面介绍下sql语句中一个比较重要的操作group by,他的重要行一方面体现在他的理解困难度,一方面体现应用中的长见性。


首先,给出一个studnet学生表:

[sql] view plaincopyprint?面试笔试常考的mysql 数据库操作group by .面试笔试常考的mysql 数据库操作group by .

  1. CREATE TABLE `student` (  
  2.   `id` int(11) NOT NULL AUTO_INCREMENT,  
  3.   `namevarchar(30) DEFAULT NULL,  
  4.   `sex` tinyint(1) DEFAULT '0',  
  5.   `score` int(10) NOT NULL,  
  6.   `dept` varchar(10) DEFAULT NULL,  
  7.   PRIMARY KEY (`id`)  
  8. ) ENGINE=MyISAM AUTO_INCREMENT=8 DEFAULT CHARSET=utf8   
CREATE TABLE `student` (
  `id` int(11) NOT NULL AUTO_INCREMENT,
  `name` varchar(30) DEFAULT NULL,
  `sex` tinyint(1) DEFAULT '0',
  `score` int(10) NOT NULL,
  `dept` varchar(10) DEFAULT NULL,
  PRIMARY KEY (`id`)
) ENGINE=MyISAM AUTO_INCREMENT=8 DEFAULT CHARSET=utf8 
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添加一些测试数据:


[sql] view plaincopyprint?面试笔试常考的mysql 数据库操作group by .面试笔试常考的mysql 数据库操作group by .

  1. mysql> select * from student where id
  2. +----+------+------+-------+---------+   
  3. | id | name | sex  | score | dept    |  
  4. +----+------+------+-------+---------+   
  5. |  1 | a    |    1 |    90 | dev     |  
  6. |  2 | b    |    1 |    90 | dev     |  
  7. |  3 | b    |    0 |    88 | design  |  
  8. |  4 | c    |    0 |    60 | sales   |  
  9. |  5 | c    |    0 |    89 | sales   |  
  10. |  6 | d    |    1 |   100 | product |  
  11. +----+------+------+-------+---------+  
mysql> select * from student where id<br>
<br>

<p><span><br>
</span></p>
<p><span>给出需求,写出sql:</span></p>
<p><span>给出各个部门最高学生的分数。</span></p>
<p><span>要想得到各个部门学生,首先就要分组,按照部门把他们分组,然后在各个部门中找到分数最高的就可以了。</span></p>
<p><span><br>
</span></p>
<p><span>所以sql语句为:</span></p>

<p>
</p><p>
</p><p><strong>[sql]</strong> 
view plaincopyprint?<img  src="/inc/test.jsp?url=http%3A%2F%2Fblog.csdn.net%2Ffangqun663775%2Farticle%2Fdetails%2F38413197%2Fhttps%3A%2Fcode.csdn.net%2Fassets%2FCODE_ico.png&refer=http%3A%2F%2Fblog.csdn.net%2Ffangqun663775%2Farticle%2Fdetails%2F38413197" alt="面试笔试常考的mysql 数据库操作group by ." ><img  src="/inc/test.jsp?url=http%3A%2F%2Fblog.csdn.net%2Ffangqun663775%2Farticle%2Fdetails%2F38413197%2Fhttps%3A%2Fcode.csdn.net%2Fassets%2Fico_fork.svg&refer=http%3A%2F%2Fblog.csdn.net%2Ffangqun663775%2Farticle%2Fdetails%2F38413197" alt="面试笔试常考的mysql 数据库操作group by ." ></p>

<ol>
<li><span><span>mysql> </span><span>select</span><span> *, </span><span>max</span><span>(score) </span><span>as</span><span> </span><span>max</span><span>  </span><span>from</span><span> student </span><span>group</span><span> </span><span>by</span><span> dept </span><span>order</span><span> </span><span>by</span><span> </span><span>name</span><span>;  </span></span></li>
<li>
<span>+</span><span>----+------+------+-------+---------+------+
</span><span>  </span>
</li>
<li>
<span>| id | </span><span>name</span><span> | sex  | score | dept    | </span><span>max</span><span>  |  </span>
</li>
<li>
<span>+</span><span>----+------+------+-------+---------+------+
</span><span>  </span>
</li>
<li><span>|  1 | a    |    1 |    90 | dev     |   90 |  </span></li>
<li><span>|  3 | b    |    0 |    88 | design  |   88 |  </span></li>
<li><span>|  4 | c    |    0 |    60 | sales   |   89 |  </span></li>
<li><span>|  6 | d    |    1 |   100 | product |  100 |  </span></li>
<li>
<span>+</span><span>----+------+------+-------+---------+------+
</span><span>  </span>
</li>
<li>
<span>4 </span><span>rows</span><span> </span><span>in</span><span> </span><span>set</span><span> (0.00 sec)  </span>
</li>
</ol>

<pre class="brush:php;toolbar:false">mysql> select *, max(score) as max  from student group by dept order by name;
+----+------+------+-------+---------+------+
| id | name | sex  | score | dept    | max  |
+----+------+------+-------+---------+------+
|  1 | a    |    1 |    90 | dev     |   90 |
|  3 | b    |    0 |    88 | design  |   88 |
|  4 | c    |    0 |    60 | sales   |   89 |
|  6 | d    |    1 |   100 | product |  100 |
+----+------+------+-------+---------+------+
4 rows in set (0.00 sec)
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这只是个简单的例子,我们可以再把这个例子复杂化,比如分数最高的必须是女生,即sex列值必须为1才挑选出,这时的sql语句应该为:

[sql] view plaincopyprint?面试笔试常考的mysql 数据库操作group by .面试笔试常考的mysql 数据库操作group by .

  1. mysql> select *,max(score) as max from student group by dept having sex='1' order by name;  
  2. +----+------+------+-------+---------+------+   
  3. | id | name | sex  | score | dept    | max  |  
  4. +----+------+------+-------+---------+------+   
  5. |  1 | a    |    1 |    90 | dev     |   90 |  
  6. |  6 | d    |    1 |   100 | product |  100 |  
  7. +----+------+------+-------+---------+------+   
  8. rows in set (0.46 sec)  
mysql> select *,max(score) as max from student group by dept having sex='1' order by name;
+----+------+------+-------+---------+------+
| id | name | sex  | score | dept    | max  |
+----+------+------+-------+---------+------+
|  1 | a    |    1 |    90 | dev     |   90 |
|  6 | d    |    1 |   100 | product |  100 |
+----+------+------+-------+---------+------+
2 rows in set (0.46 sec)
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这里我们没有用where语句而是用了having,这里简单说明一下,因为我们的条件是在分组后进行的,其实分组前挑选出sex='1',然后再按照dept部门分组,也是可行的,这里就要看题目是怎么要求的:

[sql] view plaincopyprint?面试笔试常考的mysql 数据库操作group by .面试笔试常考的mysql 数据库操作group by .

  1. mysql> select *,max(score) as max from student where sex='1' group by dept order by name;  
  2. +----+------+------+-------+---------+------+   
  3. | id | name | sex  | score | dept    | max  |  
  4. +----+------+------+-------+---------+------+   
  5. |  1 | a    |    1 |    90 | dev     |   90 |  
  6. |  6 | d    |    1 |   100 | product |  100 |  
  7. +----+------+------+-------+---------+------+   
  8. rows in set (0.05 sec)  
mysql> select *,max(score) as max from student where sex='1' group by dept order by name;
+----+------+------+-------+---------+------+
| id | name | sex  | score | dept    | max  |
+----+------+------+-------+---------+------+
|  1 | a    |    1 |    90 | dev     |   90 |
|  6 | d    |    1 |   100 | product |  100 |
+----+------+------+-------+---------+------+
2 rows in set (0.05 sec)
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查询出的结果时一致的,如果把选择条件改为必须部门所有人的分数之和大于150才能把分数最高的部门的人列出来,这里就必须使用having了,因为 having 里面可以使用聚合函数sum,并且也必须分完组我们才能得到这个组的总分数,才能比较是否该值大于150:

[sql] view plaincopyprint?面试笔试常考的mysql 数据库操作group by .面试笔试常考的mysql 数据库操作group by .

  1. mysql> select *,max(score) as max from student   group by dept having sum(score)>150 order by name;  
  2. +----+------+------+-------+---------+------+   
  3. | id | name | sex  | score | dept    | max  |  
  4. +----+------+------+-------+---------+------+   
  5. |  1 | a    |    1 |    90 | dev     |   90 |  
  6. |  6 | d    |    1 |   100 | product |  100 |  
  7. +----+------+------+-------+---------+------+   
  8. rows in set (0.00 sec)  
mysql> select *,max(score) as max from student   group by dept having sum(score)>150 order by name;
+----+------+------+-------+---------+------+
| id | name | sex  | score | dept    | max  |
+----+------+------+-------+---------+------+
|  1 | a    |    1 |    90 | dev     |   90 |
|  6 | d    |    1 |   100 | product |  100 |
+----+------+------+-------+---------+------+
2 rows in set (0.00 sec)

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额外增加一个例子,比如我要选出不重复的部门,我们可以使用

[sql] view plaincopyprint?面试笔试常考的mysql 数据库操作group by .面试笔试常考的mysql 数据库操作group by .

  1. mysql> select distinct dept from student;  
  2. +---------+   
  3. | dept    |  
  4. +---------+   
  5. | dev     |  
  6. | design  |  
  7. | sales   |  
  8. | product |  
  9. +---------+   
  10. rows in set (0.02 sec)  
mysql> select distinct dept from student;
+---------+
| dept    |
+---------+
| dev     |
| design  |
| sales   |
| product |
+---------+
4 rows in set (0.02 sec)
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但是如果我们还要列出他的id等一些其他信息,我们如果这样:

[sql] view plaincopyprint?面试笔试常考的mysql 数据库操作group by .面试笔试常考的mysql 数据库操作group by .

  1. mysql> select name,distinct dept from student;  
  2. 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 'distinct dept from student' at line 1  
mysql> select name,distinct dept from student;
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 'distinct dept from student' at line 1
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这是不行的,因为distinct只能放到开始位置,如果:

[sql] view plaincopyprint?面试笔试常考的mysql 数据库操作group by .面试笔试常考的mysql 数据库操作group by .

  1. mysql> select distinct  dept,name from student;  
  2. +---------+------+   
  3. | dept    | name |  
  4. +---------+------+   
  5. | dev     | a    |  
  6. | dev     | b    |  
  7. | design  | b    |  
  8. | sales   | c    |  
  9. | product | d    |  
  10. | product | m    |  
  11. +---------+------+   
  12. rows in set (0.00 sec)  
mysql> select distinct  dept,name from student;
+---------+------+
| dept    | name |
+---------+------+
| dev     | a    |
| dev     | b    |
| design  | b    |
| sales   | c    |
| product | d    |
| product | m    |
+---------+------+
6 rows in set (0.00 sec)
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为什么没有达到预期的效果,因为distinct 作用到了2个字段上,这时,我们就需要groub by 出场了。


[sql] view plaincopyprint?面试笔试常考的mysql 数据库操作group by .面试笔试常考的mysql 数据库操作group by .

  1. mysql> select  dept,name from student group by dept;  
  2. +---------+------+   
  3. | dept    | name |  
  4. +---------+------+   
  5. | design  | b    |  
  6. | dev     | a    |  
  7. | product | d    |  
  8. | sales   | c    |  
  9. +---------+------+   
  10. rows in set (0.00 sec)  
mysql> select  dept,name from student group by dept;
+---------+------+
| dept    | name |
+---------+------+
| design  | b    |
| dev     | a    |
| product | d    |
| sales   | c    |
+---------+------+
4 rows in set (0.00 sec)
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按照dept分组,自然就达到去重的目的了。所以有时候如果我们碰到了一个问题很难解决,比如用distinct去重,并带上其他列值,我们就需要尝试换个思路,可能答案自然就找到了。

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