在这种特定情况下，如何在中位数计算中排除零？

Question

我正在使用SQL Server 2014，并且具有以下T-SQL查询来计算中值。但是，我希望我的中位语法（Percentile_cont）在执行计算时排除零。我该怎么办？

CREATE TABLE #MyTempTable (Id int, Market nvarchar(50), [F&B] numeric (19,4) , SPA numeric (19,4))

INSERT INTO #MyTempTable
VALUES
(200, 'UK', 200, 0),
(210, 'UK', 150, 300),
(236, 'FRANCE', 60, 450),
(237, 'FRANCE', 120, 0),
(265, 'UK', 400, 100),
(270, 'FRANCE', 0, 140)

SELECT 
DISTINCT [Market],    
PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY ([F&B])) OVER (PARTITION BY [Market]) AS 'MEDIAN_F&B',
PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY ([SPA])) OVER (PARTITION BY [Market]) AS 'MEDIAN_SPA'

FROM #MyTempTable

当前输出：

Market  MEDIAN_F&B  MEDIAN_SPA
FRANCE    60            140
UK       200            100

预期输出：

Answer 1

只需使用条件：

SELECT DISTINCT [Market],  
       PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY NULLIF([F&B], 0)) OVER (PARTITION BY [Market]) AS [MEDIAN_F&B],
       PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY NULLIF([SPA], 0)) OVER (PARTITION BY [Market] AS [MEDIAN_SPA]
FROM #MyTempTable  ;

PERCENTILE函数将忽略NULL值，因此这应该是最简单的方法。

Answer 2

尝试

ValueError: setting an array element with a sequence.