使用数据透视子句的动态 sql 服务器查询中的语法错误

Question

 Chromosome Locus       Variant_A   Variant_B   Variant Strain_ID   Family  Parent1_Name    Parent1_Marker  Parent2_Name    Parent2_Marker  Line    Marker  Gid
----------------------------------------------------------------------------------------------------------------------------------------------------------------
Gm09        40907915    G           A           GA      DS11.46096  46      IA3023          AA              PI507.681B*     BB              96      BB      2
Gm09        422384      G           A           GA      DS11.46096  46      IA3023          AA              PI507.681B*     BB              96      AA      4
Gm09        422720      A           G           AG      DS11.46096  46      IA3023          BB              PI507.681B*     AA              96      BB      5
Gm09        424439      C           A           CA      DS11.46096  46      IA3023          AA              PI507.681B*     BB              96      AA      7
Gm09        425375      G           T           GT      DS11.46096  46      IA3023          AA              PI507.681B*     BB              96      AA      9
Gm09        425581      T           C           TC      DS11.46096  46      IA3023          BB              PI507.681B*     AA              96      BB      10
Gm09        43921862    C           A           CA      DS11.46096  46      IA3023          BB              PI507.681B*     AA              96      AA      12

我附上了我的 table 的图片。这个 table 个在 Strain_ID 中的个体 id，每个 Id 在不同的位点都有几个标记。我想 pivot 聚集在标记上的基因座上，这样我就可以在行中有个人 strain_Ids，所有基因座作为列。

这是我在 Sql server 2012 Management studio 上使用的脚本：

declare @cols varchar(Max) 
declare @cols1 varchar(Max)     

set @cols ='[' ;

select @cols += 'D.'+QUOTENAME (Locus) + ','
from(
    select distinct Locus from genotypeQA where Chromosome IN ('Gm01')
) as X 

set @cols= stuff(replace(@cols,'D.[','['),1,1,'')
print @cols

set @cols1 = SUBSTRING(@cols,1,LEN(@cols)-1)
print @cols1

select *  
from (
    select 
    genotypeQA.Strain_ID, 
    genotypeQA.Family,
    '+ @cols +',
    genotypeQA.Marker
from genotypeQA
where 
    genotypeQA.Family IN ('10') 
    AND genotypeQA.Chromosome IN ('Gm01')  
) as D

Pivot( 
MAX(Marker) 
For Locus IN ('+ @cols +')) as p

我收到以下错误：

Msg 102, Level 15, State 1, Line 31
Incorrect syntax near '+ @cols +'.



I expect the following format of output shown here with part of the table: 


| Strain     |           | Gm09_40907915 | Gm09_422384 | Gm09_422720 | Gm09_424439 |    |
| DS11.46096 | Variant_A | G             | G           | A           | C           |    |
| DS11.46096 | Variant_B | A             | A           | G           | A           |    |
| DS11.46096 | Variant   | GA            | GA          | AG          |        CA    |  |

+------------+------------+------------+--- ----------+------------+---------

Answer 1

您必须将 SQL 放入变量中，然后使用 EXEC(@sqlCode) 动态执行 SQL。例如。 DECLARE @mySql AS VARCHAR(MAX) = sql pivot query here。然后调用 EXEC(@sqlCode) 生成结果。像这样：

 DECLARE @sqlCode AS VARCHAR(MAX);
    SET @sqlCode = 'select *
    from (
    select genotypeQA.Strain_ID, genotypeQA.Family,'+ @cols + ' ,genotypeQA.Marker from genotypeQA where genotypeQA.Family IN ('10') AND genotypeQA.Chromosome IN ('Gm01')
    ) as D
    Pivot( MAX(Marker) For Locus IN ('+ @cols +')) as p'
EXEC (@sqlCode)

Answer 2

编辑：

首先你需要将Variant、Variant_A和Variant_B值带到单列和另一列中对应的值列名，即你必须UNPIVOT.我在这里使用 CROSS APPLY 而不是 UNPIVOT。

声明一个变量以获取透视的列名称table

DECLARE @cols NVARCHAR (MAX)

SELECT @cols = COALESCE (@cols + ',[' + ChrLocus + ']', '[' + ChrLocus + ']')
               FROM    
               (
                     SELECT DISTINCT Chromosome+'_'+ CAST(Locus AS VARCHAR(10))ChrLocus 
                     FROM #TEMP
               ) PV 
               ORDER BY ChrLocus

现在调整结果。我已经在查询中编写了逻辑

DECLARE @query NVARCHAR(MAX)
SET @query = '-- This outer query forms your pivoted result
             SELECT * FROM 
             (
                -- Source data for pivoting
                SELECT DISTINCT Chromosome+''_''+ CAST(Locus AS VARCHAR(10))ChrLocus,Strain_ID,
                Variants,COLNAMES 
                FROM #TEMP 
                CROSS APPLY(VALUES (Variant_A,''Variant_A''),(Variant_B,''Variant_B''),(Variant,''Variant''))
                AS COLUMNNAMES(Variants,COLNAMES)
             ) x
             PIVOT 
             (
                 --Defines the values in each dynamic columns
                 MIN(Variants)
                 -- Get the names from the @cols variable to show as column
                 FOR ChrLocus IN (' + @cols + ')
            ) p            
            ORDER BY Strain_ID;' 

EXEC SP_EXECUTESQL @query

Click here 查看结果

使用数据透视子句的动态 sql 服务器查询中的语法错误

Syntax error in dynamic sql server query with pivot clause

sql

sql-server

pivot

syntax-error