SQL 难点解决:直观分组

45次阅读

共计 4122 个字符,预计需要花费 11 分钟才能阅读完成。

1、对位分组
示例 1:按顺序分别列出使用 Chinese、English、French 作为官方语言的国家数量
MySQL8:
with t(name,ord) as (select ‘Chinese’,1
union all select ‘English’,2
union all select ‘French’,3)
select t.name, count(countrycode) cnt
from t left join world.countrylanguage s on t.name=s.language
where s.isofficial=’T’
group by name,ord
order by ord;
注意:表的字符集和数据库会话的字符集要保持一致。
(1)   show variables like ‘character_set_connection’ 查看当前会话字符集
(2)   show create table world.countrylanguage 查看表的字符集
(3)   set character_set_connection=[字符集] 更新当前会话字符集
集算器 SPL: A1: 连接数据库
A2: 查询出所有官方语言的记录
A3: 需要列出的语言
A4: 将所有记录按 Language 对位到 A3 相应位置
A5: 构造以语言和使用此语言为官方语言的国家数量的序表
示例 2:按顺序分别列出使用 Chinese、English、French 及其它语言作为官方语言的国家数量
MySQL8:
with t(name,ord) as (select ‘Chinese’,1 union all select ‘English’,2
union all select ‘French’,3 union all select ‘Other’, 4),
s(name, cnt) as (
select language, count(countrycode) cnt
from world.countrylanguage s
where s.isofficial=’T’ and language in (‘Chinese’,’English’,’French’)
group by language
union all
select ‘Other’, count(distinct countrycode) cnt
from world.countrylanguage s
where isofficial=’T’ and language not in (‘Chinese’,’English’,’French’)
)
select t.name, s.cnt
from t left join s using (name)
order by t.ord;
集算器 SPL: A4: 将所有记录按 Language 对位到 A3.to(3) 相应位置,并追加一组用于存放不能对位的记录
A5: 第 4 组计算不同 CountryCode 的数量
2、枚举分组
示例 1:按顺序列出各类型城市的数量
MySQL8:
with t as (select * from world.city where CountryCode=’CHN’),
segment(class,start,end) as (select ‘tiny’, 0, 200000
union all select ‘small’,  200000, 1000000
union all select ‘medium’, 1000000, 2000000
union all select ‘big’, 2000000, 100000000
)
select class, count(1) cnt
from segment s join t on t.population>=s.start and t.population
group by class, start
order by start;
集算器 SPL: A3: ${…} 宏替换,以大括号内表达式的结果作为新表达式进行计算,结果为序列 [“?<200000″,”?<1000000″,”?<2000000″,”?<100000000″]
A5: 针对 A2 中每条记录,寻找 A3 中第 1 个成立的条件,并追加到对应的组中
示例 2:列出华东地区大型城市数量、其它地区大型城市数量、非大型城市数量
MySQL8:
with t as (select * from world.city where CountryCode=’CHN’)
select ‘East&Big’ class, count(*) cnt
from t
where population>=2000000
and district in (‘Shanghai’,’Jiangshu’, ‘Shandong’,’Zhejiang’,’Anhui’,’Jiangxi’)
union all
select ‘Other&Big’, count(*)
from t
where population>=2000000
and district not in (‘Shanghai’,’Jiangshu’,’Shandong’,’Zhejiang’,’Anhui’,’Jiangxi’)
union all
select ‘Not Big’, count(*)
from t
where population<2000000;
集算器 SPL: A5: enum@n 将不满足 A4 中所有条件的记录存放到追加的最后一组中
示例 3:列出所有地区大型城市数量、华东地区大型城市数量、非大型城市数量
MySQL8:
with t as (select * from world.city where CountryCode=’CHN’)
select ‘Big’ class, count(*) cnt
from t
where population>=2000000
union all
select ‘East&Big’ class, count(*) cnt
from t
where population>=2000000
and district in (‘Shanghai’,’Jiangshu’,’Shandong’,’Zhejiang’,’Anhui’,’Jiangxi’)
union all
select ‘Not Big’ class, count(*) cnt
from t
where population<2000000;
集算器 SPL: A6: 若 A2 中记录满足 A4 中多个条件时,enum@r 会将其追加到对应的每个组中
3、返回值直接作为序号进行定位分组
示例 1: 按顺序列出各类型城市的数量
MySQL8: 参见“枚举分组”中 SQL
集算器 SPL: A5: 先计算 A2.Population 在 A3 中段号,然后根据段号进行定位分组
4、原序保持下的相邻记录分组
示例 1: 列出前 10 届奥运金牌榜 (olympic 表中只有历届成绩前 3 名的信息,且没有奖牌完全相同的情况)
MySQL8:
with t1 as (select_,rank() over(partition by game order by gold_1000000+silver*1000+copper desc) rn from olympic where game<=10)
select game,nation,gold,silver,copper from t1 where rn=1;
集算器 SPL: A3: 按原序分到各组,每组取第 1 条记录组成新序表
示例 2: 求奥运会国家总成绩蝉联第 1 的最长届数
MySQL8:
with t1 as (select_,rank() over(partition by game order by gold_1000000+silver*1000+copper desc) rn from olympic),
t2 as (select game,ifnull(nation<>lag(nation) over(order by game),0)neq from t1 where rn=1),
t3 as (select sum(neq) over(order by game) acc from t2),
t4 as (select count(acc) cnt from t3 group by acc)
select max(cnt) cnt from t4;
t1: 求出成绩排名
t2: 列出历届第 1 名,并根据 nation 是否与上届不同置标志 neq(不同置 1,相同置 0)
t3: 累积标志 neq 到 acc,可以保证相邻 nation 相同的 acc 相同,不相邻 nation 的 acc 不相同
集算器 SPL: A4: 将相邻 nation 相同的记录按原序分到同组
A5: 求各组长度的最大值即最大届数
示例 3:列出奥运会总成绩排名第一最长蝉联时的各届信息
MySQL:
with t1 as (select_,rank() over(partition by game order by gold_1000000+silver*1000+copper desc) rn from olympic),
t2 as (select *,ifnull(nation<>lag(nation) over(order by game),0)neq from t1 where rn=1),
t3 as (select *, sum(neq) over(order by game) acc from t2),
t4 as (select acc,count(acc) cnt from t3 group by acc),
t5 as (select * from t4 where cnt=(select max(cnt) cnt from t4))
select game,nation,gold,silver,copper from t3 join t5 using (acc);
集算器 SPL: A5: 求出长度最大组
示例 4:求奥运会前 3 名金牌总数连续增长的最大届数
MySQL8:
with t1 as (select game,sum(gold) gold from olympic group by game),
t2 as (select game,gold, gold<=lag(gold,1,-1) over(order by game) lt from t1),
t3 as (select game, sum(lt) over(order by game) acc from t2),
t4 as (select count(*) cnt from t3 group by acc)
select max(cnt)-1 cnt from t4;
集算器 SPL:
A3: 根据条件值按原序分组,若 gold 小于等于上一个 gold 则产生新分组

正文完
 0