如何找出SQL Server中ExcludedPositions表ReasonCode为6最多的键组合?
解决方案
你可以通过分组统计结合排名函数来实现需求,以下是两种常用的实现方式:
方法一:返回所有并列最多的组合
如果存在多个HoldingID/CloseOfBusinessDate组合拥有相同的最大ReasonCode=6记录数,该方法会返回所有符合条件的组合:
WITH RankedCombos AS ( SELECT HoldingID, CloseOfBusinessDate, COUNT(CASE WHEN ReasonCode = 6 THEN 1 END) AS ReasonCode6Count, RANK() OVER (ORDER BY COUNT(CASE WHEN ReasonCode = 6 THEN 1 END) DESC) AS ComboRank FROM ExcludedPositions GROUP BY HoldingID, CloseOfBusinessDate ) SELECT HoldingID, CloseOfBusinessDate, ReasonCode6Count FROM RankedCombos WHERE ComboRank = 1;
方法二:仅返回单个组合(若有并列则随机取其一)
如果只需要返回任意一个拥有最多ReasonCode=6记录数的组合,用ROW_NUMBER()替代RANK()即可:
WITH RankedCombos AS ( SELECT HoldingID, CloseOfBusinessDate, COUNT(CASE WHEN ReasonCode = 6 THEN 1 END) AS ReasonCode6Count, ROW_NUMBER() OVER (ORDER BY COUNT(CASE WHEN ReasonCode = 6 THEN 1 END) DESC) AS ComboRank FROM ExcludedPositions GROUP BY HoldingID, CloseOfBusinessDate ) SELECT HoldingID, CloseOfBusinessDate, ReasonCode6Count FROM RankedCombos WHERE ComboRank = 1;
补充说明
COUNT(CASE WHEN ReasonCode = 6 THEN 1 END)用于精准统计每个组合下ReasonCode=6的记录数,和SUM(CASE WHEN ReasonCode =6 THEN 1 ELSE 0 END)功能等价RANK()会让计数相同的组合共享同一排名,ROW_NUMBER()则会给每个组合分配唯一排名(即使计数相同),可根据实际需求选择
内容的提问来源于stack exchange,提问作者Scott
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