如果我有一个MySQL表,看起来像这样:

company_name    action  pagecount
-------------------------------
Company A       PRINT   3
Company A       PRINT   2
Company A       PRINT   3
Company B       EMAIL   
Company B       PRINT   2
Company B       PRINT   2
Company B       PRINT   1
Company A       PRINT   3

是否可以运行一个MySQL查询来得到这样的输出:

company_name    EMAIL   PRINT 1 pages   PRINT 2 pages   PRINT 3 pages
-------------------------------------------------------------
CompanyA        0       0               1               3
CompanyB        1       1               2               0

其思想是pagecount可以变化,因此输出列的数量应该反映这一点,一个列对应每个操作/pagecount对,然后是每个company_name的点击数。我不确定这是否叫做数据透视表但有人建议这样做?


当前回答

使用布尔逻辑的标准sql版本:

SELECT company_name
     , COUNT(action = 'EMAIL' OR NULL) AS "Email"
     , COUNT(action = 'PRINT' AND pagecount = 1 OR NULL) AS "Print 1 pages"
     , COUNT(action = 'PRINT' AND pagecount = 2 OR NULL) AS "Print 2 pages"
     , COUNT(action = 'PRINT' AND pagecount = 3 OR NULL) AS "Print 3 pages"
FROM   tbl
GROUP  BY company_name;

db < >小提琴 老sqlfiddle

How?

TRUE或NULL产生TRUE。 FALSE或NULL产生NULL。 NULL或NULL产生NULL。 COUNT只计算非空值。瞧。

其他回答

一种选择是结合使用CASE..WHEN语句在MySQL数据库的聚合中是冗余的,并动态考虑所需的查询生成,同时为结果集获得适当的列标题,如下代码块所示:

SET @sql = NULL;

SELECT GROUP_CONCAT(
             CONCAT('SUM( `action` = ''', action, '''',pc0,' ) AS ',action,pc1)
       )
  INTO @sql
  FROM 
  ( 
   SELECT DISTINCT `action`, 
          IF(`pagecount` IS NULL,'',CONCAT('page',`pagecount`)) AS pc1,
          IF(`pagecount` IS NULL,'',CONCAT(' AND `pagecount` = ', pagecount, '')) AS pc0
     FROM `tab` 
    ORDER BY CONCAT(action,pc0) 
  ) t;

SET @sql = CONCAT('SELECT company_name,',@sql,' FROM `tab` GROUP BY company_name'); 
SELECT @sql; 

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

Demo

使用布尔逻辑的标准sql版本:

SELECT company_name
     , COUNT(action = 'EMAIL' OR NULL) AS "Email"
     , COUNT(action = 'PRINT' AND pagecount = 1 OR NULL) AS "Print 1 pages"
     , COUNT(action = 'PRINT' AND pagecount = 2 OR NULL) AS "Print 2 pages"
     , COUNT(action = 'PRINT' AND pagecount = 3 OR NULL) AS "Print 3 pages"
FROM   tbl
GROUP  BY company_name;

db < >小提琴 老sqlfiddle

How?

TRUE或NULL产生TRUE。 FALSE或NULL产生NULL。 NULL或NULL产生NULL。 COUNT只计算非空值。瞧。

对于MySQL,您可以直接将条件放在SUM()函数中,它将被计算为布尔0或1,因此您可以根据您的条件计算,而无需使用IF/CASE语句

SELECT
    company_name,  
    SUM(action = 'EMAIL')AS Email,
    SUM(action = 'PRINT' AND pagecount = 1)AS Print1Pages,
    SUM(action = 'PRINT' AND pagecount = 2)AS Print2Pages,
    SUM(action = 'PRINT' AND pagecount = 3)AS Print3Pages
FROM t
GROUP BY company_name

DEMO

对于动态枢轴,使用GROUP_CONCAT和CONCAT。 GROUP_CONCAT函数使用各种选项将组中的字符串连接到一个字符串中。

SET @sql = NULL;
SELECT
    GROUP_CONCAT(DISTINCT
    CONCAT(
      'SUM(CASE WHEN action = "',
      action,'"  AND ', 
           (CASE WHEN pagecount IS NOT NULL 
           THEN CONCAT("pagecount = ",pagecount) 
           ELSE pagecount IS NULL END),
      ' THEN 1 ELSE 0 end) AS ',
      action, IFNULL(pagecount,'')
      
    )
  )
INTO @sql
FROM
  t;

SET @sql = CONCAT('SELECT company_name, ', @sql, ' 
                  FROM t 
                   GROUP BY company_name');

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

演示

我的解决方案是在T-SQL没有任何枢轴:

SELECT
    CompanyName,  
    SUM(CASE WHEN (action='EMAIL') THEN 1 ELSE 0 END) AS Email,
    SUM(CASE WHEN (action='PRINT' AND pagecount=1) THEN 1 ELSE 0 END) AS Print1Pages,
    SUM(CASE WHEN (action='PRINT' AND pagecount=2) THEN 1 ELSE 0 END) AS Print2Pages,
    SUM(CASE WHEN (action='PRINT' AND pagecount=3) THEN 1 ELSE 0 END) AS Print3Pages
FROM 
    Company
GROUP BY 
    CompanyName