Sql 使用Row_NUMBER和PARTITION BY获取第一行和最后一行 样本输入 期望输出 尝试查询
我正在尝试使用Sql 使用Row_NUMBER和PARTITION BY获取第一行和最后一行 样本输入 期望输出 尝试查询,sql,sql-server,tsql,window-functions,row-number,Sql,Sql Server,Tsql,Window Functions,Row Number,我正在尝试使用行号()和按分区来获取最新的名称和值,但我还想要最早和最新的时间戳值: SELECT t.Name, t.Value, t.????????? AS EarliestTimestamp, t.Timestamp AS LatestTimestamp FROM (SELECT ROW_NUMBER() OVER (PARTITION BY Name ORDER BY TIMESTAMP DESC) AS RowNumber,
行号()
和按分区
来获取最新的名称
和值
,但我还想要最早和最新的时间戳
值:
SELECT
t.Name,
t.Value,
t.????????? AS EarliestTimestamp,
t.Timestamp AS LatestTimestamp
FROM
(SELECT
ROW_NUMBER() OVER (PARTITION BY Name ORDER BY TIMESTAMP DESC) AS RowNumber,
Name,
Value
Timestamp) t
WHERE t.RowNumber = 1
这可以使用窗口函数
min
和max
完成
select distinct name,
min(timestamp) over(partition by name), max(timestamp) over(partition by name)
from tablename
编辑:基于评论
select t.name,t.value,t1.earliest,t1.latest
from t
join (select distinct name,
min(tm) over(partition by name) earliest, max(tm) over(partition by name) latest
from t) t1 on t1.name = t.name and t1.latest = t.tm
编辑:另一种方法是使用first\u value
窗口函数,这将消除子查询和联接的需要
select distinct
name,
first_value(value) over(partition by name order by timestamp desc) as latest_value,
min(tm) over(partition by name) earliest,
-- or first_value can be used
-- first_value(timestamp) over(partition by name order by timestamp)
max(tm) over(partition by name) latest
-- or first_value can be used
-- first_value(timestamp) over(partition by name order by timestamp desc)
from t
您可以使用和函数+:
输出:
Name Value EarliestTimestamp LatestTimestamp
One 2 2016-01-01 02:00 2016-01-02 02:00
Two 4 2016-01-01 03:00 2016-01-03 04:00
如果我正确理解了您的问题,这里有一个选项可以使用
行数
函数两次。然后,要将它们放在同一行上,可以使用条件聚合
这应该很接近:
SELECT
t.Name,
t.Value,
max(case when t.minrn = 1 then t.timestamp end) AS EarliestTimestamp,
max(case when t.maxrn = 1 then t.timestamp end) AS LatestTimestamp
FROM
(SELECT
ROW_NUMBER() OVER (PARTITION BY Name ORDER BY TIMESTAMP) as minrn,
ROW_NUMBER() OVER (PARTITION BY Name ORDER BY TIMESTAMP DESC) as maxrn,
Name,
Value
Timestamp
FROM YourTable) t
WHERE t.minrn = 1 or t.maxrn = 1
GROUP BY t.Name, t.Value
除了行号()
列之外,在(按名称划分)上使用MIN(时间戳)
,如下所示:
SELECT
t.Name,
t.Value,
t.EarliestTimestamp AS EarliestTimestamp,
t.Timestamp AS LatestTimestamp
FROM
(SELECT
ROW_NUMBER() OVER (PARTITION BY Name ORDER BY TIMESTAMP DESC) AS RowNumber,
MIN(Timestamp) OVER (PARTITION BY Name) AS EarliestTimestamp,
^^
Name,
Value
Timestamp) t
WHERE t.RowNumber = 1
简单想想
select
t.Name,
MAX(t.Value),
MIN(t.Timestamp),
MAX(t.Timestamp)
FROM
t
group by
t.Name
如果我理解您的问题,请按如下方式使用
row\u number()
函数:
SELECT
t.Name,
t.Value,
min(t.Timestamp) Over (Partition by name) As EarliestTimestamp,
t.Timestamp AS LatestTimestamp
FROM
(SELECT ROW_NUMBER() OVER (PARTITION BY Name ORDER BY TIMESTAMP DESC) AS RowNumber,
Name,
Value,
Timestamp) t
WHERE t.RowNumber = 1
Group By t.Name, t.Value, t.TimeStamp
请注意,只有当
value
随时间增长时,此查询才会起作用。如果我们在OPs示例的第一行中将值从1更改为10-此查询将产生错误的结果。@gofr1 yes。您可能想使用的是last\u value(value)over(按名称划分,按时间戳排序)
SELECT
t.Name,
t.Value,
t.EarliestTimestamp AS EarliestTimestamp,
t.Timestamp AS LatestTimestamp
FROM
(SELECT
ROW_NUMBER() OVER (PARTITION BY Name ORDER BY TIMESTAMP DESC) AS RowNumber,
MIN(Timestamp) OVER (PARTITION BY Name) AS EarliestTimestamp,
^^
Name,
Value
Timestamp) t
WHERE t.RowNumber = 1
select
t.Name,
MAX(t.Value),
MIN(t.Timestamp),
MAX(t.Timestamp)
FROM
t
group by
t.Name
SELECT
t.Name,
t.Value,
min(t.Timestamp) Over (Partition by name) As EarliestTimestamp,
t.Timestamp AS LatestTimestamp
FROM
(SELECT ROW_NUMBER() OVER (PARTITION BY Name ORDER BY TIMESTAMP DESC) AS RowNumber,
Name,
Value,
Timestamp) t
WHERE t.RowNumber = 1
Group By t.Name, t.Value, t.TimeStamp