T-SQL多重分组(T-SQL Multiple grouping)

2019-07-17 13:07发布

我有follwing数据:

Product Price   StartDate                   EndDate
Apples  4.9     2010-03-01 00:00:00.000     2010-03-01 00:00:00.000
Apples  4.9     2010-03-02 00:00:00.000     2010-03-02 00:00:00.000
Apples  2.5     2010-03-03 00:00:00.000     2010-03-03 00:00:00.000
Apples  4.9     2010-03-05 00:00:00.000     2010-03-05 00:00:00.000
Apples  4.9     2010-03-06 00:00:00.000     2010-03-06 00:00:00.000
Apples  4.9     2010-03-09 00:00:00.000     2010-03-09 00:00:00.000
Apples  2.5     2010-03-10 00:00:00.000     2010-03-10 00:00:00.000
Apples  4.9     2010-03-11 00:00:00.000     2010-03-11 00:00:00.000
Apples  4.9     2010-03-12 00:00:00.000     2010-03-12 00:00:00.000
Apples  4.9     2010-03-13 00:00:00.000     2010-03-13 00:00:00.000
Apples  4.9     2010-03-15 00:00:00.000     2010-03-15 00:00:00.000
Apples  4.9     2010-03-16 00:00:00.000     2010-03-16 00:00:00.000

要像组product, price, min(startdate), max(startdate) ,但应在开始日期和结束日期已分组及........类似下面

期望的结果

Apples  4.9     2010-03-01 00:00:00.000     2010-03-02 00:00:00.000
Apples  2.5     2010-03-03 00:00:00.000     2010-03-03 00:00:00.000
Apples  4.9     2010-03-05 00:00:00.000     2010-03-09 00:00:00.000
Apples  2.5     2010-03-10 00:00:00.000     2010-03-10 00:00:00.000
Apples  4.9     2010-03-11 00:00:00.000     2010-03-16 00:00:00.000

Answer 1:

我的做法。

数据:

create table t ( producte varchar(50), 
                 price money, 
                 start_date date,
                 end_date date);

insert into t values
( 'apple', 4.9, '2012-01-01', '2012-01-01' ),
( 'apple', 4.9, '2012-01-02', '2012-01-02' ),
( 'apple', 8, '2012-01-04', '2012-01-04' ),
( 'cat', 5, '2012-01-01', '2012-01-01' ),
( 'cat', 6, '2012-01-02', '2012-01-02' ),
( 'cat', 6, '2012-01-03', '2012-01-03' );

查询:

with start_dates as (
  select 
    t.producte, t.price, t.start_date, t.end_date, t.start_date as gr_date    
  from 
    t left outer join 
    t t1 on 
        t.price = t1.price and                         --new
        t.producte = t1.producte and
        t.start_date = dateadd(day,1, t1.end_date )
  where t1.producte is null
  union all
  select 
      t.producte, t.price, t.start_date,t. end_date, gr_date
  from
      t inner join 
      start_dates t1 on  
        t.price = t1.price and                         --new
        t.producte = t1.producte and
        t.start_date = dateadd(day,1, t1.end_date )
)
select t.producte, t.price , min( t.start_date ), max( t.end_date )
from start_dates t
group by  t.producte, gr_date  ,t.price

结果 :

| PRODUCTE | PRICE |   COLUMN_2 |   COLUMN_3 |
----------------------------------------------
|    apple |   4.9 | 2012-01-01 | 2012-01-02 |
|    apple |     8 | 2012-01-04 | 2012-01-04 |
|      cat |     5 | 2012-01-01 | 2012-01-01 |
|      cat |     6 | 2012-01-02 | 2012-01-03 |

说明

这是一个递归CTE表达。 基本查询采取inital日期为每个组的价格。 递归查询查找与这个价格最后的数据。



Answer 2:

SELECT  product, price, MIN(start_date), MAX(end_date)
FROM    (
        SELECT  product, price, start_date, end_date,
                ROW_NUMBER() OVER (PARTITION BY product ORDER BY startDate) rn1,
                ROW_NUMBER() OVER (PARTITION BY product, price ORDER BY startDate) rn2
        FROM    mytable
        ) q
GROUP BY
        product, price, rn2 - rn1
ORDER BY
        product, MIN(start_date), price


Answer 3:

这里是一个SQLFiddle演示

with t2 as 
(
select t1.*,
(select count(Price) 
  from t 
  where startdate<t1.startdate 
        and Price<>t1.price
        and Product=t1.Product
)
rng  
from t as t1
)
select Product,Price,min(startDate),max(EndDate)  
from t2 group by Product,Price,RNG
order by 3


Answer 4:

这里有一个建议:对于每一行,你必须找到最大的一个日期为它的价格是不同的,你组上。 例如,对于2010-03-11 2010-03-16和之间的线,你必须检索日期2010-03-10,因为这是它的价格是不同的最大以前的日期(2.5对4.9)。 第一行(S)将返回一个空的日期,但不应该是一个问题。

然而,在很长的表,这种查询可以变得很慢。 因此,如果你有一定的速度问题,你应该考虑增加一列的可能性,并使用游标逐步填充:按日期您遍历它,每次看到新的价格时,你改变它的价值。 最后的分组是那么微不足道。

这里的东西:

Select Product, Price, Min(StartDate) as StartDate, PreviousDate from (
    Select product, price, StartDate, (Select max (StartDate) from table_2 t3 where t3.price <> t2.price and t3.StartDate < t2.StartDate and t3.Product = t2.Product) as previousDate
    from table_2 t2) SQ

Group by Product, Price, PreviousDate
Order by PreviousDate


Answer 5:

我相信这是表现最佳的解决方案至今:

WITH Calc AS (
   SELECT *,
      Grp = DateAdd(day, -Row_Number()
         OVER (PARTITION BY Product, Price ORDER BY StartDate), StartDate
      )
   FROM dbo.PriceHistory
)
SELECT Product, Price, FromDate = Min(StartDate), ToDate = Max(StartDate)
FROM Calc
GROUP BY Product, Price, Grp
ORDER BY FromDate;

尝试了这一点自己



文章来源: T-SQL Multiple grouping