[英]MySQL create columns out of rows on the fly
My issue is that I have a table apidata
that holds multiple rows of data for each domain. 我的问题是我有一个表apidata
,其中包含每个域的多行数据。 So when I query apidata
I naturally get multiple rows as a result. 因此,当我查询apidata
我自然会得到多行结果。 Is there any way to turn those rows into columns? 有什么办法可以将这些行转换为列? I ask because I'm already using a query to pull the domain data (page title, URL, top level domain, ip address etc) and I need to add the api data with it. 我问是因为我已经在使用查询来提取域数据(页面标题,URL,顶级域,ip地址等),并且我需要在其中添加api数据。 I believe I have to do this in two queries but I would love to at least have one row per domain to make the query and loop as fast a possible. 我相信我必须在两个查询中执行此操作,但我希望每个域至少有一行,以使查询和循环尽可能快。
So the question is, can I create columns out of rows on the fly? 所以问题是,我可以动态地在行之外创建列吗?
Heres a SQL Fiddle => http://sqlfiddle.com/#!2/8e408/4 继承人SQL小提琴=> http://sqlfiddle.com/#!2/8e408/4
(Note, I didnt put the whole database in the fiddle just the tables that effect the query. If you think somethings missing that you need, let me know.) (请注意,我没有将整个数据库放在只会影响查询的表的位置。如果您认为需要缺少某些内容,请告诉我。)
Tool_Runs (id_sha is the main lookup value for tool runs) Tool_Runs (id_sha是工具运行的主要查找值)
| ID | ID_SHA |
+----+------------------------------------------+
| 1 | 68300DF58B2A8A6E098CB0B3D1A9AE80BBE5897A |
Domains (Run_id is FK to tool_runs.id) 域 (Run_id是tool_runs.id的FK)
| ID | RUN_ID |
+----+--------+
| 1 | 1 |
API Data API数据
| ID | DOMAIN_ID | EXPORT_COLUMN | COLUMN_TITLE | VALUE |
+----+-----------+------------------+-------------------+-------+
| 1 | 1 | referringDomains | Referring Domains | 10 |
+----+-----------+------------------+-------------------+-------+
| 2 | 1 | linkCount | Backlink Count | 55 |
Heres my query now: 现在是我的查询:
SELECT a.domain_id, a.export_column, a.column_title, a.value
FROM apidata AS a WHERE domain_id IN
(
SELECT d.id FROM tool_runs AS t
JOIN domains AS d ON d.run_id = t.id
WHERE id_sha = '68300DF58B2A8A6E098CB0B3D1A9AE80BBE5897A'
)
ORDER BY a.domain_id
And what I get is: 我得到的是:
| DOMAIN_ID | EXPORT_COLUMN | COLUMN_TITLE | VALUE |
+-----------+------------------+-------------------+----------+
| 1 | referringDomains | Referring Domains | 10 |
+-----------+------------------+-------------------+----------+
| 1 | linkCount | Backlink Count | 55 |
But what I want is 但是我想要的是
| DOMAIN_ID | referringDomains | referringDomains_TITLE | linkCount | linkCount_TITLE |
+-----------+------------------+------------------------+-----------+-----------------+
| 1 | 10 | Referring Domains | 55 | Backlink Count |
What you are trying to is to pivot the table rows into columns. 您要尝试的是将表行透视成列。 Unfortunately MySQL doesn't have a native pivot table operator, but you can use the CASE
expression to do so: 不幸的是,MySQL没有本地数据透视表运算符,但是您可以使用CASE
表达式来实现:
SELECT
a.Domain_id,
MAX(CASE WHEN a.export_column = 'referringDomains' THEN a.value END) AS referringDomains,
MAX(CASE WHEN a.export_column = 'referringDomains' THEN a.column_title END) AS referringDomains_TITLE,
MAX(CASE WHEN a.export_column = 'linkCount' THEN a.value END) AS linkCount,
MAX(CASE WHEN a.export_column = 'linkCount' THEN a.column_title END) AS linkCount_TITLE
FROM apidata AS a
WHERE domain_id IN
(
SELECT d.id FROM tool_runs AS t
JOIN domains AS d ON d.run_id = t.id
WHERE id_sha = '68300DF58B2A8A6E098CB0B3D1A9AE80BBE5897A'
)
GROUP BY a.domain_id;
Note that: If you want to do so for all the values in the export_column
, you have to write a CASE
expression for each value. 请注意:如果要对export_column
中的所有值都这样做,则必须为每个值编写一个CASE
表达式。 But you can do that using dynamic sql like this: 但是您可以使用动态sql来做到这一点,如下所示:
SET @ecvalues = NULL;
SET @ectitles = NULL;
SET @sql = NULL;
SELECT
GROUP_CONCAT(DISTINCT CONCAT('MAX(IF(a.export_column = ''',
a.export_column, ''', a.value , NULL)) AS ', '''', a.export_column , '''')
) INTO @ecvalues
FROM apidata a;
SELECT
GROUP_CONCAT(DISTINCT CONCAT('MAX(IF(a.export_column = ''',
a.export_column, ''', column_title , NULL)) AS ', '''', CONCAT(a.export_column , '_Titles'), '''')
) INTO @ectitles
FROM apidata a;
SET @sql = CONCAT('SELECT
a.Domain_id, ', @ectitles , ',', @ecvalues, '
FROM apidata AS a
WHERE domain_id IN
(
SELECT d.id FROM tool_runs AS t
JOIN domains AS d ON d.run_id = t.id
WHERE id_sha = ''68300DF58B2A8A6E098CB0B3D1A9AE80BBE5897A''
)
GROUP BY a.domain_id;');
prepare stmt
FROM @sql;
execute stmt;
You can put that query inside a stored procedure. 您可以将该查询放入存储过程中。
Just as a complement to the @MahmoudGamal answer you should know that for any new registry ( EXPORT_COLUMN
) you will have to add a new case
statement. 作为对@MahmoudGamal答案的补充,您应该知道,对于任何新注册表( EXPORT_COLUMN
),您都必须添加新的case
语句。
So in order to do it dynamic you can create a procedure as described on this post at dba.stackexchange. 因此,为了使其动态化,您可以按照dba.stackexchange上的这篇文章中所述创建一个过程。
How to transpose/convert rows as columns in mysql 如何在MySQL中将行转置/转换为列
It shows how to do it dynamically. 它显示了如何动态执行此操作。
If you want columns, go ahead and pivot as the example above. 如果要使用列,请继续进行如上示例的透视图。 If you only want a single string, for some reporting reason, go ahead and do: 如果出于某些报告原因,只想要一个字符串,请继续执行以下操作:
SELECT group_concat(CONCAT_WS(' ',a.domain_id, a.value, a.column_title, a.export_column, 'next row string separator'))
FROM apidata AS a WHERE domain_id IN
(
SELECT d.id FROM tool_runs AS t
JOIN domains AS d ON d.run_id = t.id
WHERE id_sha = '68300DF58B2A8A6E098CB0B3D1A9AE80BBE5897A'
)
ORDER BY a.domain_id
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