如何在几列的最大值中每行返回 1 个值:
表名
[Number, Date1, Date2, Date3, Cost]
我需要返回这样的东西:
[Number, Most_Recent_Date, Cost]
询问?
如何在几列的最大值中每行返回 1 个值:
表名
[Number, Date1, Date2, Date3, Cost]
我需要返回这样的东西:
[Number, Most_Recent_Date, Cost]
询问?
Max
这是使用 T-SQL 和 SQL Server的功能的另一个不错的解决方案
SELECT [Other Fields],
(SELECT Max(v)
FROM (VALUES (date1), (date2), (date3),...) AS value(v)) as [MaxDate]
FROM [YourTableName]
Values 是表值构造函数。
"指定要构造到表中的一组行值表达式。Transact-SQL 表值构造函数允许在单个 DML 语句中指定多行数据。表值构造函数可以指定为INSERT ... VALUES 语句,或作为 MERGE 语句的 USING 子句或 FROM 子句中的派生表。”
这是一个古老的答案,在很多方面都被打破了。
请参阅https://stackoverflow.com/a/6871572/194653,它有更多的赞成票并与 sql server 2008+ 一起使用并处理空值等。
原始但有问题的答案:
好吧,您可以使用 CASE 语句:
SELECT
CASE
WHEN Date1 >= Date2 AND Date1 >= Date3 THEN Date1
WHEN Date2 >= Date1 AND Date2 >= Date3 THEN Date2
WHEN Date3 >= Date1 AND Date3 >= Date2 THEN Date3
ELSE Date1
END AS MostRecentDate
如果您使用的是 MySQL 或 PostgreSQL 或 Oracle,则可以使用
SELECT GREATEST(col1, col2 ...) FROM table
还有 3 种方法,其中UNPIVOT
(1) 是迄今为止最快的,其次是 Simulated Unpivot (3),它比 (1) 慢得多,但仍比 (2) 快
CREATE TABLE dates
(
number INT PRIMARY KEY ,
date1 DATETIME ,
date2 DATETIME ,
date3 DATETIME ,
cost INT
)
INSERT INTO dates
VALUES ( 1, '1/1/2008', '2/4/2008', '3/1/2008', 10 )
INSERT INTO dates
VALUES ( 2, '1/2/2008', '2/3/2008', '3/3/2008', 20 )
INSERT INTO dates
VALUES ( 3, '1/3/2008', '2/2/2008', '3/2/2008', 30 )
INSERT INTO dates
VALUES ( 4, '1/4/2008', '2/1/2008', '3/4/2008', 40 )
GO
UNPIVOT
)SELECT number ,
MAX(dDate) maxDate ,
cost
FROM dates UNPIVOT ( dDate FOR nDate IN ( Date1, Date2,
Date3 ) ) as u
GROUP BY number ,
cost
GO
SELECT number ,
( SELECT MAX(dDate) maxDate
FROM ( SELECT d.date1 AS dDate
UNION
SELECT d.date2
UNION
SELECT d.date3
) a
) MaxDate ,
Cost
FROM dates d
GO
UNPIVOT
);WITH maxD
AS ( SELECT number ,
MAX(CASE rn
WHEN 1 THEN Date1
WHEN 2 THEN date2
ELSE date3
END) AS maxDate
FROM dates a
CROSS JOIN ( SELECT 1 AS rn
UNION
SELECT 2
UNION
SELECT 3
) b
GROUP BY Number
)
SELECT dates.number ,
maxD.maxDate ,
dates.cost
FROM dates
INNER JOIN MaxD ON dates.number = maxD.number
GO
DROP TABLE dates
GO
以下两个示例中的任何一个都可以使用:
SELECT MAX(date_columns) AS max_date
FROM ( (SELECT date1 AS date_columns
FROM data_table )
UNION
( SELECT date2 AS date_columns
FROM data_table
)
UNION
( SELECT date3 AS date_columns
FROM data_table
)
) AS date_query
第二个是lassevk答案的附加内容。
SELECT MAX(MostRecentDate)
FROM ( SELECT CASE WHEN date1 >= date2
AND date1 >= date3 THEN date1
WHEN date2 >= date1
AND date2 >= date3 THEN date2
WHEN date3 >= date1
AND date3 >= date2 THEN date3
ELSE date1
END AS MostRecentDate
FROM data_table
) AS date_query
标量函数会导致各种性能问题,因此如果可能,最好将逻辑包装到内联表值函数中。这是我用来替换一些用户定义函数的函数,这些函数从最多十个日期的列表中选择最小/最大日期。在我的 100 万行数据集上进行测试时,标量函数在我终止查询之前花费了 15 分钟以上,内联 TVF 花费了 1 分钟,这与将结果集选择到临时表中的时间相同。要使用此函数,请从 SELECT 或 CROSS APPLY 中的子查询中调用该函数。
CREATE FUNCTION dbo.Get_Min_Max_Date
(
@Date1 datetime,
@Date2 datetime,
@Date3 datetime,
@Date4 datetime,
@Date5 datetime,
@Date6 datetime,
@Date7 datetime,
@Date8 datetime,
@Date9 datetime,
@Date10 datetime
)
RETURNS TABLE
AS
RETURN
(
SELECT Max(DateValue) Max_Date,
Min(DateValue) Min_Date
FROM (
VALUES (@Date1),
(@Date2),
(@Date3),
(@Date4),
(@Date5),
(@Date6),
(@Date7),
(@Date8),
(@Date9),
(@Date10)
) AS Dates(DateValue)
)
对于 T-SQL (MSSQL 2008+)
SELECT
(SELECT
MAX(MyMaxName)
FROM ( VALUES
(MAX(Field1)),
(MAX(Field2))
) MyAlias(MyMaxName)
)
FROM MyTable1
DECLARE @TableName TABLE (Number INT, Date1 DATETIME, Date2 DATETIME, Date3 DATETIME, Cost MONEY)
INSERT INTO @TableName
SELECT 1, '20000101', '20010101','20020101',100 UNION ALL
SELECT 2, '20000101', '19900101','19980101',99
SELECT Number,
Cost ,
(SELECT MAX([Date])
FROM (SELECT Date1 AS [Date]
UNION ALL
SELECT Date2
UNION ALL
SELECT Date3
)
D
)
[Most Recent Date]
FROM @TableName
SELECT
CASE
WHEN Date1 >= Date2 AND Date1 >= Date3 THEN Date1
WHEN Date2 >= Date3 THEN Date2
ELSE Date3
END AS MostRecentDate
这更容易写出并跳过评估步骤,因为 case 语句是按顺序评估的。
不幸的是, Lasse 的答案虽然看起来很明显,但有一个关键缺陷。它不能处理 NULL 值。任何单个 NULL 值都会导致 Date1 被返回。不幸的是,任何解决该问题的尝试都会变得非常混乱,并且不能很好地扩展到 4 个或更多值。
databyss 的第一个答案看起来(并且)很好。但是,尚不清楚答案是否可以轻松地推断为来自多表连接的 3 个值,而不是来自单个表的更简单的 3 个值。我想避免将这样的查询变成子查询只是为了获得最多 3 列,我也很确定 databyss 的好主意可以稍微清理一下。
所以事不宜迟,这是我的解决方案(源自databyss的想法)。
它使用交叉连接选择常量来模拟多表连接的效果。需要注意的重要一点是,所有必要的别名都正确执行(并非总是如此),这使模式非常简单,并且可以通过附加列进行相当大的扩展。
DECLARE @v1 INT ,
@v2 INT ,
@v3 INT
--SET @v1 = 1 --Comment out SET statements to experiment with
--various combinations of NULL values
SET @v2 = 2
SET @v3 = 3
SELECT ( SELECT MAX(Vals)
FROM ( SELECT v1 AS Vals
UNION
SELECT v2
UNION
SELECT v3
) tmp
WHERE Vals IS NOT NULL -- This eliminates NULL warning
) AS MaxVal
FROM ( SELECT @v1 AS v1
) t1
CROSS JOIN ( SELECT @v2 AS v2
) t2
CROSS JOIN ( SELECT @v3 AS v3
) t3
问题:选择给予实体的最小费率值要求:代理费率可以为空
[MinRateValue] =
CASE
WHEN ISNULL(FitchRating.RatingValue, 100) < = ISNULL(MoodyRating.RatingValue, 99)
AND ISNULL(FitchRating.RatingValue, 100) < = ISNULL(StandardPoorsRating.RatingValue, 99)
THEN FitchgAgency.RatingAgencyName
WHEN ISNULL(MoodyRating.RatingValue, 100) < = ISNULL(StandardPoorsRating.RatingValue , 99)
THEN MoodyAgency.RatingAgencyName
ELSE ISNULL(StandardPoorsRating.RatingValue, 'N/A')
END
如果您使用的是 SQL Server 2005,则可以使用 UNPIVOT 功能。这是一个完整的例子:
create table dates
(
number int,
date1 datetime,
date2 datetime,
date3 datetime
)
insert into dates values (1, '1/1/2008', '2/4/2008', '3/1/2008')
insert into dates values (1, '1/2/2008', '2/3/2008', '3/3/2008')
insert into dates values (1, '1/3/2008', '2/2/2008', '3/2/2008')
insert into dates values (1, '1/4/2008', '2/1/2008', '3/4/2008')
select max(dateMaxes)
from (
select
(select max(date1) from dates) date1max,
(select max(date2) from dates) date2max,
(select max(date3) from dates) date3max
) myTable
unpivot (dateMaxes For fieldName In (date1max, date2max, date3max)) as tblPivot
drop table dates
使用 CROSS APPLY(适用于 2005+)....
SELECT MostRecentDate
FROM SourceTable
CROSS APPLY (SELECT MAX(d) MostRecentDate FROM (VALUES (Date1), (Date2), (Date3)) AS a(d)) md
从 SQL Server 2012 我们可以使用IIF。
DECLARE @Date1 DATE='2014-07-03';
DECLARE @Date2 DATE='2014-07-04';
DECLARE @Date3 DATE='2014-07-05';
SELECT IIF(@Date1>@Date2,
IIF(@Date1>@Date3,@Date1,@Date3),
IIF(@Date2>@Date3,@Date2,@Date3)) AS MostRecentDate
基于来自http://www.experts-exchange.com/Microsoft/Development/MS-SQL-Server/Q_24204894.html的ScottPletcher的解决方案, 我创建了一组函数(例如 GetMaxOfDates3 , GetMaxOfDates13 )来查找最大值使用 UNION ALL 的最多 13 个日期值。请参阅T-SQL 函数以从同一行获取最大值 但是在编写这些函数时我还没有考虑过 UNPIVOT 解决方案
CREATE FUNCTION GetMaxOfDates13 (
@value01 DateTime = NULL,
@value02 DateTime = NULL,
@value03 DateTime = NULL,
@value04 DateTime = NULL,
@value05 DateTime = NULL,
@value06 DateTime = NULL,
@value07 DateTime = NULL,
@value08 DateTime = NULL,
@value09 DateTime = NULL,
@value10 DateTime = NULL,
@value11 DateTime = NULL,
@value12 DateTime = NULL,
@value13 DateTime = NULL
)
RETURNS DateTime
AS
BEGIN
RETURN (
SELECT TOP 1 value
FROM (
SELECT @value01 AS value UNION ALL
SELECT @value02 UNION ALL
SELECT @value03 UNION ALL
SELECT @value04 UNION ALL
SELECT @value05 UNION ALL
SELECT @value06 UNION ALL
SELECT @value07 UNION ALL
SELECT @value08 UNION ALL
SELECT @value09 UNION ALL
SELECT @value10 UNION ALL
SELECT @value11 UNION ALL
SELECT @value12 UNION ALL
SELECT @value13
) AS [values]
ORDER BY value DESC
)
END –FUNCTION
GO
CREATE FUNCTION GetMaxOfDates3 (
@value01 DateTime = NULL,
@value02 DateTime = NULL,
@value03 DateTime = NULL
)
RETURNS DateTime
AS
BEGIN
RETURN dbo.GetMaxOfDates13(@value01,@value02,@value03,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL)
END –FUNCTION
请尝试使用UNPIVOT
:
SELECT MAX(MaxDt) MaxDt
FROM tbl
UNPIVOT
(MaxDt FOR E IN
(Date1, Date2, Date3)
)AS unpvt;
我更喜欢基于案例的解决方案,我的假设是,与其他可能的解决方案(如交叉应用、values()、自定义函数等)相比,它对可能的性能下降的影响应该最小。
这是使用大多数可能的测试用例处理空值的 case-when 版本:
SELECT
CASE
WHEN Date1 > coalesce(Date2,'0001-01-01') AND Date1 > coalesce(Date3,'0001-01-01') THEN Date1
WHEN Date2 > coalesce(Date3,'0001-01-01') THEN Date2
ELSE Date3
END AS MostRecentDate
, *
from
(values
( 1, cast('2001-01-01' as Date), cast('2002-01-01' as Date), cast('2003-01-01' as Date))
,( 2, cast('2001-01-01' as Date), cast('2003-01-01' as Date), cast('2002-01-01' as Date))
,( 3, cast('2002-01-01' as Date), cast('2001-01-01' as Date), cast('2003-01-01' as Date))
,( 4, cast('2002-01-01' as Date), cast('2003-01-01' as Date), cast('2001-01-01' as Date))
,( 5, cast('2003-01-01' as Date), cast('2001-01-01' as Date), cast('2002-01-01' as Date))
,( 6, cast('2003-01-01' as Date), cast('2002-01-01' as Date), cast('2001-01-01' as Date))
,( 11, cast(NULL as Date), cast('2002-01-01' as Date), cast('2003-01-01' as Date))
,( 12, cast(NULL as Date), cast('2003-01-01' as Date), cast('2002-01-01' as Date))
,( 13, cast('2003-01-01' as Date), cast(NULL as Date), cast('2002-01-01' as Date))
,( 14, cast('2002-01-01' as Date), cast(NULL as Date), cast('2003-01-01' as Date))
,( 15, cast('2003-01-01' as Date), cast('2002-01-01' as Date), cast(NULL as Date))
,( 16, cast('2002-01-01' as Date), cast('2003-01-01' as Date), cast(NULL as Date))
,( 21, cast('2003-01-01' as Date), cast(NULL as Date), cast(NULL as Date))
,( 22, cast(NULL as Date), cast('2003-01-01' as Date), cast(NULL as Date))
,( 23, cast(NULL as Date), cast(NULL as Date), cast('2003-01-01' as Date))
,( 31, cast(NULL as Date), cast(NULL as Date), cast(NULL as Date))
) as demoValues(id, Date1,Date2,Date3)
order by id
;
结果是:
MostRecent id Date1 Date2 Date3
2003-01-01 1 2001-01-01 2002-01-01 2003-01-01
2003-01-01 2 2001-01-01 2003-01-01 2002-01-01
2003-01-01 3 2002-01-01 2001-01-01 2002-01-01
2003-01-01 4 2002-01-01 2003-01-01 2001-01-01
2003-01-01 5 2003-01-01 2001-01-01 2002-01-01
2003-01-01 6 2003-01-01 2002-01-01 2001-01-01
2003-01-01 11 NULL 2002-01-01 2003-01-01
2003-01-01 12 NULL 2003-01-01 2002-01-01
2003-01-01 13 2003-01-01 NULL 2002-01-01
2003-01-01 14 2002-01-01 NULL 2003-01-01
2003-01-01 15 2003-01-01 2002-01-01 NULL
2003-01-01 16 2002-01-01 2003-01-01 NULL
2003-01-01 21 2003-01-01 NULL NULL
2003-01-01 22 NULL 2003-01-01 NULL
2003-01-01 23 NULL NULL 2003-01-01
NULL 31 NULL NULL NULL
您可以创建一个传递日期的函数,然后将该函数添加到 select 语句中,如下所示。选择数字,dbo.fxMost_Recent_Date(Date1,Date2,Date3),成本
create FUNCTION fxMost_Recent_Date
(@Date1 smalldatetime,@Date2 smalldatetime,@Date3 smalldatetime)返回 smalldatetime 作为开始声明 @Result smalldatetime
declare @MostRecent smalldatetime
set @MostRecent='1/1/1900'
if @Date1>@MostRecent begin set @MostRecent=@Date1 end
if @Date2>@MostRecent begin set @MostRecent=@Date2 end
if @Date3>@MostRecent begin set @MostRecent=@Date3 end
RETURN @MostRecent
结尾
另一种使用CASE WHEN的方法
SELECT CASE true
WHEN max(row1) >= max(row2) THEN CASE true WHEN max(row1) >= max(row3) THEN max(row1) ELSE max(row3) end ELSE
CASE true WHEN max(row2) >= max(row3) THEN max(row2) ELSE max(row3) END END
FROM yourTable
我的解决方案也可以处理空值比较。它可以通过编写为一个查询来简化,但为了解释,我使用的是 CTE。这个想法是在步骤 1 中将比较从 3 个数字减少到 2 个数字,然后在步骤 2 中从 2 个数字减少到 1 个数字。
with x1 as
(
select 1 as N1, null as N2, 3 as N3
union
select 1 as N1, null as N2, null as N3
union
select null as N1, null as N2, null as N3
)
,x2 as
(
select
N1,N2,N3,
IIF(Isnull(N1,0)>=Isnull(N2,0),N1,N2) as max1,
IIF(Isnull(N2,0)>=Isnull(N3,0),N2,N3) as max2
from x1
)
,x3 as
(
select N1,N2,N3,max1,max2,
IIF(IsNull(max1,0)>=IsNull(max2,0),max1,max2) as MaxNo
from x2
)
select * from x3
输出:
这是一个很好的解决方案:
CREATE function [dbo].[inLineMax] (@v1 float,@v2 float,@v3 float,@v4 float)
returns float
as
begin
declare @val float
set @val = 0
declare @TableVal table
(value float )
insert into @TableVal select @v1
insert into @TableVal select @v2
insert into @TableVal select @v3
insert into @TableVal select @v4
select @val= max(value) from @TableVal
return @val
end
我不知道它是否在 SQL 上,等等......在 M$ACCESS 帮助上有一个调用的函数MAXA(Value1;Value2;...)
应该这样做。
希望可以帮助某人。
PD:值可以是列或计算值等。
上表是以salary1,salary2,salary3,salary4为列的员工工资表。下面的查询将返回四列中的最大值
select
(select Max(salval) from( values (max(salary1)),(max(salary2)),(max(salary3)),(max(Salary4)))alias(salval)) as largest_val
from EmployeeSalary
运行上面的查询将输出为 maximum_val(10001)
上述查询逻辑如下:
select Max(salvalue) from(values (10001),(5098),(6070),(7500))alias(salvalue)
输出将是 10001