数据库-max mix vag sum where having
mysql> set names gbk; Query OK, 0 rows affected (0.03 sec) mysql> use test Database changed mysql> show tables; +----------------+ | Tables_in_test | +----------------+ | account | | class | | goods | | m1 | | member | | mian | | salary | | stu | | test | | test2 | | test3 | | test4 | | test5 | | test6 | | test7 | +----------------+ 15 rows in set (0.69 sec) mysql> #查询出最贵的商品的价格 mysql> #即shop_price最大的值查询出来 mysql> select max(shop_price) from goods; +-----------------+ | max(shop_price) | +-----------------+ | 5999.00 | +-----------------+ 1 row in set (0.00 sec) mysql> # 查询出最便宜的商品的价格 mysql> select min(shop_price) from goods; +-----------------+ | min(shop_price) | +-----------------+ | 18.00 | +-----------------+ 1 row in set (0.00 sec) mysql> # 查询出发布最早的商品,即goods_id最小的值 mysql> select min(goods_id) from goods; +---------------+ | min(goods_id) | +---------------+ | 1 | +---------------+ 1 row in set (0.00 sec) mysql> #goods_number是指库存量. mysql> #店主想统计一下,本店一共库存多少件商品 mysql> #应该把每一行上的goods_number字段 加起来 mysql> select sum(goods_number) from goods; +-------------------+ | sum(goods_number) | +-------------------+ | 314 | +-------------------+ 1 row in set (0.02 sec) mysql> #店主想查看自己店里所有商品的平均价格 mysql> #avg求平均 mysql> select avg(shop_price) from goods; +-----------------+ | avg(shop_price) | +-----------------+ | 1232.541563 | +-----------------+ 1 row in set (0.02 sec) mysql> #店主想统计一下,本店一共有多种商品(不是多少个) mysql> #用count()函数来数. mysql> select count(*) from goods; +----------+ | count(*) | +----------+ | 32 | +----------+ 1 row in set (0.00 sec) mysql> select count(1) from goods; +----------+ | count(1) | +----------+ | 32 | +----------+ 1 row in set (0.00 sec) mysql> create table test8 ( -> id int, -> name varchar(20) -> )engine myisam charset utf8; Query OK, 0 rows affected (0.08 sec) mysql> insert into test8 -> values -> (1,'lisi'); Query OK, 1 row affected (0.05 sec) mysql> insert into test8 -> values -> (2,null); Query OK, 1 row affected (0.00 sec) mysql> select * from test8; +------+------+ | id | name | +------+------+ | 1 | lisi | | 2 | NULL | +------+------+ 2 rows in set (0.00 sec) mysql> select count(*) from test8; +----------+ | count(*) | +----------+ | 2 | +----------+ 1 row in set (0.00 sec) mysql> select count(name) from test8; +-------------+ | count(name) | +-------------+ | 1 | +-------------+ 1 row in set (0.00 sec) mysql> insert into test8 values (null,null); Query OK, 1 row affected (0.00 sec) mysql> select * from test8; +------+------+ | id | name | +------+------+ | 1 | lisi | | 2 | NULL | | NULL | NULL | +------+------+ 3 rows in set (0.00 sec) mysql> select count(*) from test8; +----------+ | count(*) | +----------+ | 3 | +----------+ 1 row in set (0.00 sec) mysql> select count(id) from test8; +-----------+ | count(id) | +-----------+ | 2 | +-----------+ 1 row in set (0.00 sec) mysql> select count(name) from test8; +-------------+ | count(name) | +-------------+ | 1 | +-------------+ 1 row in set (0.00 sec) mysql> select count(1) from test8; +----------+ | count(1) | +----------+ | 3 | +----------+ 1 row in set (0.00 sec) mysql> #上面是5个统计函数,单独使用,意义不大,要和分组配合起来使用. mysql> #帮我计算一下,第3个栏目下所有商品的库存量之和.sum(goods_num) mysql> select sum(goods_number) from goods -> where cat_id=3; +-------------------+ | sum(goods_number) | +-------------------+ | 203 | +-------------------+ 1 row in set (0.00 sec) mysql> #帮我计算第4个栏目下所有商品的库存量之和 sum(goods_number) mysql> select sum(goods_number) from goods -> where cat_id=4; +-------------------+ | sum(goods_number) | +-------------------+ | 4 | +-------------------+ 1 row in set (0.00 sec) mysql> #帮我计算一次计算完,每个栏目下的库存量之和 mysql> #gourp分组查询 mysql> select sum(goods_number) from goods -> group by cat_id; +-------------------+ | sum(goods_number) | +-------------------+ | 0 | | 203 | | 4 | | 8 | | 61 | | 23 | | 4 | | 9 | | 2 | +-------------------+ 9 rows in set (0.00 sec) mysql> select cat_id,sum(goods_number) from goods -> group by cat_id; +--------+-------------------+ | cat_id | sum(goods_number) | +--------+-------------------+ | 2 | 0 | | 3 | 203 | | 4 | 4 | | 5 | 8 | | 8 | 61 | | 11 | 23 | | 13 | 4 | | 14 | 9 | | 15 | 2 | +--------+-------------------+ 9 rows in set (0.00 sec) mysql> #分了组再统计,这样意义更大. mysql> #看下面的语句对不对? mysql> select goods_id,sum(goods_number) from goods; +----------+-------------------+ | goods_id | sum(goods_number) | +----------+-------------------+ | 1 | 314 | +----------+-------------------+ 1 row in set (0.00 sec) mysql> #上个语句执行了,为什么把goods_id取出来 mysql> #答:对于sql标准来说,这个语句是错误的,不能执行的. mysql> #但是 在mysql中可以这么干 mysql> #而且,goods_id是把第一次出现的值取出来 mysql> #按cat_id分组,计算每个栏目下的商品的平均价格 mysql> select cat_id,avg(shop_price) from goods -> gruop by cat_id; 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 'by cat_id' at line 2 mysql> select cat_id,avg(shop_price) from goods -> group by cat_id; +--------+-----------------+ | cat_id | avg(shop_price) | +--------+-----------------+ | 2 | 823.330000 | | 3 | 1746.066667 | | 4 | 2031.000000 | | 5 | 3700.000000 | | 8 | 75.333333 | | 11 | 31.000000 | | 13 | 33.500000 | | 14 | 54.000000 | | 15 | 70.000000 | +--------+-----------------+ 9 rows in set (0.02 sec) mysql> #回顾之前做过的一道题 mysql> #查询本店价比市场价省的钱,并且要求省钱200元以上的取出来 mysql> select goods_id,market_price,shop_price,(market_price-shop_price) as discount -> from goods -> where discount >200; ERROR 1054 (42S22): Unknown column 'discount' in 'where clause' mysql> select goods_id,market_price,shop_price,(market_price-shop_price) as discount -> from goods -> where 1 -> having discount > 200; +----------+--------------+------------+----------+ | goods_id | market_price | shop_price | discount | +----------+--------------+------------+----------+ | 1 | 1665.60 | 1388.00 | 277.60 | | 9 | 2757.60 | 2298.00 | 459.60 | | 10 | 1593.60 | 1328.00 | 265.60 | | 13 | 1573.20 | 1311.00 | 262.20 | | 14 | 3150.00 | 2625.00 | 525.00 | | 17 | 2760.00 | 2300.00 | 460.00 | | 18 | 3453.60 | 2878.00 | 575.60 | | 21 | 2400.00 | 2000.00 | 400.00 | | 22 | 7198.80 | 5999.00 | 1199.80 | | 23 | 4440.00 | 3700.00 | 740.00 | | 24 | 2400.00 | 2000.00 | 400.00 | | 31 | 1604.39 | 1337.00 | 267.39 | | 32 | 3612.00 | 3010.00 | 602.00 | | 33 | 1479.60 | 1233.00 | 246.60 | +----------+--------------+------------+----------+ 14 rows in set (0.00 sec) mysql> #查询出每种商品所积压的货款 mysql> #提示:商品*价格 mysql> select goods_id,shop_price,goods_number,shop_price*goods_number as hk -> from goods; +----------+------------+--------------+-----------+ | goods_id | shop_price | goods_number | hk | +----------+------------+--------------+-----------+ | 1 | 1388.00 | 1 | 1388.00 | | 4 | 58.00 | 17 | 986.00 | | 3 | 68.00 | 24 | 1632.00 | | 5 | 20.00 | 8 | 160.00 | | 6 | 42.00 | 15 | 630.00 | | 7 | 100.00 | 20 | 2000.00 | | 8 | 399.00 | 1 | 399.00 | | 9 | 2298.00 | 4 | 9192.00 | | 10 | 1328.00 | 7 | 9296.00 | | 11 | 1300.00 | 1 | 1300.00 | | 12 | 983.00 | 8 | 7864.00 | | 13 | 1311.00 | 8 | 10488.00 | | 14 | 2625.00 | 1 | 2625.00 | | 15 | 788.00 | 3 | 2364.00 | | 16 | 823.33 | 0 | 0.00 | | 17 | 2300.00 | 1 | 2300.00 | | 18 | 2878.00 | 1 | 2878.00 | | 19 | 858.00 | 12 | 10296.00 | | 20 | 280.00 | 12 | 3360.00 | | 21 | 2000.00 | 40 | 80000.00 | | 22 | 5999.00 | 1 | 5999.00 | | 23 | 3700.00 | 8 | 29600.00 | | 24 | 2000.00 | 100 | 200000.00 | | 25 | 48.00 | 2 | 96.00 | | 26 | 19.00 | 2 | 38.00 | | 27 | 95.00 | 2 | 190.00 | | 28 | 45.00 | 0 | 0.00 | | 29 | 90.00 | 0 | 0.00 | | 30 | 18.00 | 9 | 162.00 | | 31 | 1337.00 | 1 | 1337.00 | | 32 | 3010.00 | 4 | 12040.00 | | 33 | 1233.00 | 1 | 1233.00 | +----------+------------+--------------+-----------+ 32 rows in set (0.00 sec) mysql> #查询该店积压的总货款 mysql> #每个商品积压货款之和 mysql> #sum哪个列呀? mysql> select sum(goods_number*shop_price) from goods -> ; +------------------------------+ | sum(goods_number*shop_price) | +------------------------------+ | 399853.00 | +------------------------------+ 1 row in set (0.00 sec) mysql> #再深入,查询每个栏目下,积压的货款 mysql> #只需要再分组即可 mysql> select sum(goods_number*shop_price) from goods -> \c mysql> select cat_id,sum(goods_number*shop_price) from goods -> group by cat_id; +--------+------------------------------+ | cat_id | sum(goods_number*shop_price) | +--------+------------------------------+ | 2 | 0.00 | | 3 | 356235.00 | | 4 | 8124.00 | | 5 | 29600.00 | | 8 | 4618.00 | | 11 | 790.00 | | 13 | 134.00 | | 14 | 162.00 | | 15 | 190.00 | +--------+------------------------------+ 9 rows in set (0.00 sec) mysql> #查询出栏目的积压货款金额,且筛选出积压金额>20000的栏目 mysql> #用到了group与having mysql> select cat_id,sum(goods_number*shop_price) from goods -> \c mysql> select cat_id,sum(goods_number*shop_price) as zhk from goods -> group by cat_id -> having zhk>20000; +--------+-----------+ | cat_id | zhk | +--------+-----------+ | 3 | 356235.00 | | 5 | 29600.00 | +--------+-----------+ 2 rows in set (0.00 sec) mysql> #查询本店价比市场价省的钱,且筛选出省钱200以上的商品. mysql> #用where和having分别来实现 mysql> #先用where mysql> select goods_id,market_price,shop_price,market_price-shop_price as discount -> from goods -> where (market_price-shop_price)>200; +----------+--------------+------------+----------+ | goods_id | market_price | shop_price | discount | +----------+--------------+------------+----------+ | 1 | 1665.60 | 1388.00 | 277.60 | | 9 | 2757.60 | 2298.00 | 459.60 | | 10 | 1593.60 | 1328.00 | 265.60 | | 13 | 1573.20 | 1311.00 | 262.20 | | 14 | 3150.00 | 2625.00 | 525.00 | | 17 | 2760.00 | 2300.00 | 460.00 | | 18 | 3453.60 | 2878.00 | 575.60 | | 21 | 2400.00 | 2000.00 | 400.00 | | 22 | 7198.80 | 5999.00 | 1199.80 | | 23 | 4440.00 | 3700.00 | 740.00 | | 24 | 2400.00 | 2000.00 | 400.00 | | 31 | 1604.39 | 1337.00 | 267.39 | | 32 | 3612.00 | 3010.00 | 602.00 | | 33 | 1479.60 | 1233.00 | 246.60 | +----------+--------------+------------+----------+ 14 rows in set (0.00 sec) mysql> select goods_id,market_price,shop_price,market_price-shop_price as discount -> from goods -> having discount > 200; +----------+--------------+------------+----------+ | goods_id | market_price | shop_price | discount | +----------+--------------+------------+----------+ | 1 | 1665.60 | 1388.00 | 277.60 | | 9 | 2757.60 | 2298.00 | 459.60 | | 10 | 1593.60 | 1328.00 | 265.60 | | 13 | 1573.20 | 1311.00 | 262.20 | | 14 | 3150.00 | 2625.00 | 525.00 | | 17 | 2760.00 | 2300.00 | 460.00 | | 18 | 3453.60 | 2878.00 | 575.60 | | 21 | 2400.00 | 2000.00 | 400.00 | | 22 | 7198.80 | 5999.00 | 1199.80 | | 23 | 4440.00 | 3700.00 | 740.00 | | 24 | 2400.00 | 2000.00 | 400.00 | | 31 | 1604.39 | 1337.00 | 267.39 | | 32 | 3612.00 | 3010.00 | 602.00 | | 33 | 1479.60 | 1233.00 | 246.60 | +----------+--------------+------------+----------+ 14 rows in set (0.00 sec) mysql> create table result ( -> name varchar(20), -> subject varchar(20), -> score tinyint -> )enigne myisam charset utf8; 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 'enigne myisam charset utf8' at line 5 mysql> create table result ( -> name varchar(20), -> subject varchar(20), -> score tinyint -> )engine myisam charset utf8; Query OK, 0 rows affected (0.11 sec) mysql> desc result; +---------+-------------+------+-----+---------+-------+ | Field | Type | Null | Key | Default | Extra | +---------+-------------+------+-----+---------+-------+ | name | varchar(20) | YES | | NULL | | | subject | varchar(20) | YES | | NULL | | | score | tinyint(4) | YES | | NULL | | +---------+-------------+------+-----+---------+-------+ 3 rows in set (0.06 sec) mysql> insert into result -> values -> ('张三','数学',90), -> ('张三','语文',50), -> ('张三','地理',40), -> ('李四','语文',55), -> ('李四','政治',45), -> ('王五','政治',30); Query OK, 6 rows affected (0.03 sec) Records: 6 Duplicates: 0 Warnings: 0 mysql> select * from result; +------+---------+-------+ | name | subject | score | +------+---------+-------+ | 张三 | 数学 | 90 | | 张三 | 语文 | 50 | | 张三 | 地理 | 40 | | 李四 | 语文 | 55 | | 李四 | 政治 | 45 | | 王五 | 政治 | 30 | +------+---------+-------+ 6 rows in set (0.01 sec) mysql> show create table result; +--------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | Table | Create Table | +--------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | result | CREATE TABLE `result` ( `name` varchar(20) DEFAULT NULL, `subject` varchar(20) DEFAULT NULL, `score` tinyint(4) DEFAULT NULL ) ENGINE=MyISAM DEFAULT CHARSET=utf8 | +--------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ 1 row in set (0.00 sec) mysql> #第一种错误 mysql> select name,avg(scocre) from result -> where score<60 group by name having count(*)>=2; ERROR 1054 (42S22): Unknown column 'scocre' in 'field list' mysql> select name,avg(score) from result -> where score<60 group by name having count(*)>=2; +------+------------+ | name | avg(score) | +------+------------+ | 张三 | 45.0000 | | 李四 | 50.0000 | +------+------------+ 2 rows in set (0.00 sec) mysql> select name,avg(score) from result -> where score<60 group by name; +------+------------+ | name | avg(score) | +------+------------+ | 张三 | 45.0000 | | 李四 | 50.0000 | | 王五 | 30.0000 | +------+------------+ 3 rows in set (0.00 sec) mysql> select * from result; +------+---------+-------+ | name | subject | score | +------+---------+-------+ | 张三 | 数学 | 90 | | 张三 | 语文 | 50 | | 张三 | 地理 | 40 | | 李四 | 语文 | 55 | | 李四 | 政治 | 45 | | 王五 | 政治 | 30 | +------+---------+-------+ 6 rows in set (0.00 sec) mysql> select name,avg(score) from result -> group by name having count(score<60) >= 2; +------+------------+ | name | avg(score) | +------+------------+ | 张三 | 60.0000 | | 李四 | 50.0000 | +------+------------+ 2 rows in set (0.00 sec) mysql> #第二种错误 mysql> select name,avg(score),count(score<60) as gks -> from result -> group by name having gks>=2; +------+------------+-----+ | name | avg(score) | gks | +------+------------+-----+ | 张三 | 60.0000 | 3 | | 李四 | 50.0000 | 2 | +------+------------+-----+ 2 rows in set (0.00 sec) mysql> #暴露他的错误 mysql> insert into result -> values -> ('赵六','语文',100), -> ('赵六','数学',99), -> ('赵六','品德',98); Query OK, 3 rows affected (0.00 sec) Records: 3 Duplicates: 0 Warnings: 0 mysql> select * from result; +------+---------+-------+ | name | subject | score | +------+---------+-------+ | 张三 | 数学 | 90 | | 张三 | 语文 | 50 | | 张三 | 地理 | 40 | | 李四 | 语文 | 55 | | 李四 | 政治 | 45 | | 王五 | 政治 | 30 | | 赵六 | 语文 | 100 | | 赵六 | 数学 | 99 | | 赵六 | 品德 | 98 | +------+---------+-------+ 9 rows in set (0.00 sec) mysql> select name,avg(score),count(score<60) as gks -> from result -> group by name having gks>=2; +------+------------+-----+ | name | avg(score) | gks | +------+------------+-----+ | 张三 | 60.0000 | 3 | | 李四 | 50.0000 | 2 | | 赵六 | 99.0000 | 3 | +------+------------+-----+ 3 rows in set (0.00 sec) mysql> select count(1) from result; +----------+ | count(1) | +----------+ | 9 | +----------+ 1 row in set (0.03 sec) mysql> select count(0) from result; +----------+ | count(0) | +----------+ | 9 | +----------+ 1 row in set (0.00 sec) mysql> #正解 mysql> #第1步:我们就查询所有的平均分 mysql> select name,avg(score) from result group by name; +------+------------+ | name | avg(score) | +------+------------+ | 张三 | 60.0000 | | 李四 | 50.0000 | | 王五 | 30.0000 | | 赵六 | 99.0000 | +------+------------+ 4 rows in set (0.03 sec) mysql> #下一步,再想办法计算出每个人挂科的情况 mysql> select name,subject,score,score<60 as g from result; +------+---------+-------+------+ | name | subject | score | g | +------+---------+-------+------+ | 张三 | 数学 | 90 | 0 | | 张三 | 语文 | 50 | 1 | | 张三 | 地理 | 40 | 1 | | 李四 | 语文 | 55 | 1 | | 李四 | 政治 | 45 | 1 | | 王五 | 政治 | 30 | 1 | | 赵六 | 语文 | 100 | 0 | | 赵六 | 数学 | 99 | 0 | | 赵六 | 品德 | 98 | 0 | +------+---------+-------+------+ 9 rows in set (0.00 sec) mysql> #如上,挂科数目就是g的sum结果 mysql> #综合上面两个语句 mysql> select name,avg(score),sum(score<60)) as gks -> from result -> group by name; 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 ') as gks from result group by name' at line 1 mysql> select name,avg(score),sum(score<60) as gks -> from result -> group by name; +------+------------+------+ | name | avg(score) | gks | +------+------------+------+ | 张三 | 60.0000 | 2 | | 李四 | 50.0000 | 2 | | 王五 | 30.0000 | 1 | | 赵六 | 99.0000 | 0 | +------+------------+------+ 4 rows in set (0.00 sec) mysql> #每个人的平均分及挂科数已算出,再having筛选一下即可. mysql> select name,avg(score),sum(score<60) as gks -> from result -> group by name having gks>=2; +------+------------+------+ | name | avg(score) | gks | +------+------------+------+ | 张三 | 60.0000 | 2 | | 李四 | 50.0000 | 2 | +------+------------+------+ 2 rows in set (0.00 sec) mysql> #这一个思路是逆向思维,先查出所有人的平均,再筛选. mysql> #如果正常的考虑,我们可能会这样做: mysql> #先找出谁的挂科数>=2,找到这些人,再求这些人的平均分 mysql> #先找挂科数>=2的那些人 mysql> select name from result where score<60; +------+ | name | +------+ | 张三 | | 张三 | | 李四 | | 李四 | | 王五 | +------+ 5 rows in set (0.01 sec) mysql> select name,score from result where score<60; +------+-------+ | name | score | +------+-------+ | 张三 | 50 | | 张三 | 40 | | 李四 | 55 | | 李四 | 45 | | 王五 | 30 | +------+-------+ 5 rows in set (0.00 sec) mysql> select name,count(1),score from result where score<60; +------+----------+-------+ | name | count(1) | score | +------+----------+-------+ | 张三 | 5 | 50 | +------+----------+-------+ 1 row in set (0.00 sec) mysql> select name,count(1),score from result where score<60 -> group by name; +------+----------+-------+ | name | count(1) | score | +------+----------+-------+ | 张三 | 2 | 50 | | 李四 | 2 | 55 | | 王五 | 1 | 30 | +------+----------+-------+ 3 rows in set (0.00 sec) mysql> select name,count(1) from result where score<60 -> group by name; +------+----------+ | name | count(1) | +------+----------+ | 张三 | 2 | | 李四 | 2 | | 王五 | 1 | +------+----------+ 3 rows in set (0.00 sec) mysql> select name from result -> where score<60 and count(1)>=2 -> group by name; ERROR 1111 (HY000): Invalid use of group function mysql> select name,count(1) as gks from result -> where score<60 -> group by name -> having gks>=2; +------+-----+ | name | gks | +------+-----+ | 张三 | 2 | | 李四 | 2 | +------+-----+ 2 rows in set (0.00 sec) mysql> select name from (select name,count(1) as gks from result -> where score<60 -> group by name -> having gks>=2); ERROR 1248 (42000): Every derived table must have its own alias mysql> select name from (select name,count(1) as gks from result -> where score<60 -> group by name -> having gks>=2) as tmp; +------+ | name | +------+ | 张三 | | 李四 | +------+ 2 rows in set (0.00 sec) mysql> #最终3层嵌套的子查询 mysql> select name,avg(score) -> from result -> where name in (select name from (select name,count(1) as gks from result -> where score<60 -> group by name -> having gks>=2) as tmp) -> group by name; +------+------------+ | name | avg(score) | +------+------------+ | 张三 | 60.0000 | | 李四 | 50.0000 | +------+------------+ 2 rows in set (0.00 sec) mysql> #这个例子也做出来了,但是用了子查询,且嵌套,非常麻烦. mysql> #如果group having用的熟悉,一条sql就完成了. 不必嵌套子查询 mysql> exit