[英]Finding the largest group of consecutive numbers within a partition
我有以下数据由player_id和match_date排序。 我想找出连续运行次数最多的记录组(连续3次从2014-04-03到2014-04-12 4次运行)
player_id match_date runs
1 2014-04-01 5
1 2014-04-02 55
1 2014-04-03 4
1 2014-04-10 4
1 2014-04-12 4
1 2014-04-14 3
1 2014-04-19 4
1 2014-04-20 44
2 2014-04-01 23
2 2014-04-02 23
2 2014-04-03 23
2 2014-04-10 23
2 2014-04-12 4
2 2014-04-14 3
2 2014-04-19 23
2 2014-04-20 1
我想出了以下SQL:
select *,row_number() over (partition by ranked.player_id,ranked.runs
order by ranked.match_date) as R from (
select player_id ,match_date,runs from players order by 1,2 desc )
ranked order by ranked.player_id, match_date asc
但这继续从之前的连续运行中排名(2014-04-19的4次运行,预计玩家1将获得排名1,但由于已经发生了3次同一分区,因此获得了排名4)。 类似地,2014-04-19的玩家2的23次运行预计将获得等级1,但是因为此玩家已经有4次出现23次运行,所以获得等级5。
当运行值从上一行更改时,如何将等级重置为1?
SQLFiddle上提供了架构,数据,SQL和输出。
select p1.player_id, p1.match_date, p1.runs, count(p2.match_date) from players p1
join players p2 on p1.player_id = p2.player_id
and p1.match_date >= p2.match_date
and p1.runs = p2.runs
and not exists (
select 1 from players p3
where p3.runs <> p2.runs
and p3.player_id = p2.player_id
and p3.match_date < p1.match_date
and p3.match_date > p2.match_date
)
group by p1.player_id, p1.match_date, p1.runs
order by p1.player_id, p1.match_date
您可以使用窗口功能执行此操作。
select player_id, runs, count(*) as numruns
from (select p.*,
(row_number() over (partition by player_id order by match_date) -
row_number() over (partition by player_id, runs order by match_date)
) as grp
from players p
) pg
group by grp, player_id, runs
order by numruns desc
limit 1;
关键的观察是“按序列运行”具有以下属性:如果按日期枚举行(对于每个玩家)并且您枚举每个玩家的行和按日期运行,则运行时差异是不变的是完全相同的。 这形成了一个可用于聚合的组,以识别您想要的玩家。
这是SQL小提琴。
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