带动态列的 MySQL 数据透视表查询

Question

我使用下表来存储产品数据：

mysql> SELECT * FROM product;
+---------------+---------------+--------+
| id | name     | description   | stock  |
+---------------+---------------+--------+
|  1 | product1 | first product |    5   | 
|  2 | product2 | second product|    5   | 
+---------------+---------------+--------+

mysql> SELECT * FROM product_additional;
+-----------------+------------+
| id | fieldname  | fieldvalue |
+-----------------+------------+
|  1 | size       | S          |
|  1 | height     | 103        |
|  2 | size       | L          |
|  2 | height     | 13         |
|  2 | color      | black      |
+-----------------+------------+

使用以下查询从两个表中选择记录

mysql> SELECT 
    p.id
    , p.name
    , p.description
    ,MAX(IF(pa.fieldname = 'size', pa.fieldvalue, NULL)) as `size`
    ,MAX(IF(pa.fieldname = 'height', pa.fieldvalue, NULL)) as `height`
    ,MAX(IF(pa.fieldname = 'color', pa.fieldvalue, NULL)) as `color`
FROM product p
LEFT JOIN product_additional AS pa ON p.id = pa.id
GROUP BY p.id
+---------------+---------------+--------+---------+--------+
| id | name     | description   | size   | height  | color  |
+---------------+---------------+--------+---------+--------+
|  1 | product1 | first product | S      | 103     | null   |
|  2 | product2 | second product| L      | 13      | black  |
+---------------+---------------+--------+---------+--------+

一切正常:)

因为我动态填充“附加”表，如果查询也是动态的，那就太好了。这样我就不必每次输入新的字段名和字段值时都更改查询。

Answer 1

MySQL 动态执行此操作的唯一方法是使用准备好的语句。这是一篇关于他们的好文章：

动态数据透视表（将行转换为列）

您的代码将如下所示：

SET @sql = NULL;
SELECT
  GROUP_CONCAT(DISTINCT
    CONCAT(
      'MAX(IF(pa.fieldname = ''',
      fieldname,
      ''', pa.fieldvalue, NULL)) AS ',
      fieldname
    )
  ) INTO @sql
FROM product_additional;

SET @sql = CONCAT('SELECT p.id
                    , p.name
                    , p.description, ', @sql, ' 
                   FROM product p
                   LEFT JOIN product_additional AS pa 
                    ON p.id = pa.id
                   GROUP BY p.id, p.name, p.description');

PREPARE stmt FROM @sql;
EXECUTE stmt;
DEALLOCATE PREPARE stmt;

参见演示

注意：GROUP_CONCAT 函数的长度限制为 1024 个字符。请参阅参数 group_concat_max_len

Answer 2

我的做法与公认的答案略有不同。这样您就可以避免使用 GROUP_CONCAT，它默认限制为 1024 个字符，如果您有很多字段，则该限制将不起作用，除非您更改限制。

SET @sql = '';
SELECT
    @sql := CONCAT(@sql,if(@sql='','',', '),temp.output)
FROM
(
    SELECT
      DISTINCT
        CONCAT(
         'MAX(IF(pa.fieldname = ''',
          fieldname,
          ''', pa.fieldvalue, NULL)) AS ',
          fieldname
        ) as output
    FROM
        product_additional
) as temp;

SET @sql = CONCAT('SELECT p.id
                    , p.name
                    , p.description, ', @sql, ' 
                   FROM product p
                   LEFT JOIN product_additional AS pa 
                    ON p.id = pa.id
                   GROUP BY p.id, p.name, p.description');

PREPARE stmt FROM @sql;
EXECUTE stmt;
DEALLOCATE PREPARE stmt;

点击此处查看演示

Answer 3

这是一个存储过程，它将根据一个表和列的数据以及其他表和列的数据生成表。

使用函数“sum(if(col = value, 1,0)) as value”。您可以选择不同的函数，例如 MAX(if()) 等。

delimiter //

  create procedure myPivot(
    in tableA varchar(255),
    in columnA varchar(255),
    in tableB varchar(255),
    in columnB varchar(255)
)
begin
  set @sql = NULL;
    set @sql = CONCAT('select group_concat(distinct concat(
            \'SUM(IF(', 
        columnA, 
        ' = \'\'\',',
        columnA,
        ',\'\'\', 1, 0)) AS \'\'\',',
        columnA, 
            ',\'\'\'\') separator \', \') from ',
        tableA, ' into @sql');
    -- select @sql;

    PREPARE stmt FROM @sql;
    EXECUTE stmt;

    DEALLOCATE PREPARE stmt;
    -- select @sql;

    SET @sql = CONCAT('SELECT p.', 
        columnB, 
        ', ', 
        @sql, 
        ' FROM ', tableB, ' p GROUP BY p.',
        columnB,'');

    -- select @sql;

    /* */
    PREPARE stmt FROM @sql;
    EXECUTE stmt;
    /* */
    DEALLOCATE PREPARE stmt;
end//

delimiter ;