問題描述
假設我有三個不同的 MySQL 表:
Lets say I have three different MySQL tables:
表格products
:
Table products
:
id | name
1 Product A
2 Product B
表格partners
:
Table partners
:
id | name
1 Partner A
2 Partner B
表格sales
:
partners_id | products_id
1 2
2 5
1 5
1 3
1 4
1 5
2 2
2 4
2 3
1 1
我想要一張表格,行中包含合作伙伴,列中包含產品.到目前為止,我能夠得到這樣的輸出:
I would like to get a table with partners in the rows and products as columns. So far I was able to get an output like this:
name | name | COUNT( * )
Partner A Product A 1
Partner A Product B 1
Partner A Product C 1
Partner A Product D 1
Partner A Product E 2
Partner B Product B 1
Partner B Product C 1
Partner B Product D 1
Partner B Product E 1
使用此查詢:
SELECT partners.name, products.name, COUNT( * )
FROM sales
JOIN products ON sales.products_id = products.id
JOIN partners ON sales.partners_id = partners.id
GROUP BY sales.partners_id, sales.products_id
LIMIT 0 , 30
但我想改為:
partner_name | Product A | Product B | Product C | Product D | Product E
Partner A 1 1 1 1 2
Partner B 0 1 1 1 1
問題是我無法確定我將擁有多少產品,因此列號需要根據產品表中的行動態更改.
The problem is that I cannot tell how many products I will have so the column number needs to change dynamically depending on the rows in the products table.
這個很好的答案似乎不適用于 mysql:T-SQL 數據透視表?從行值創建表列的可能性
This very good answer does not seem to work with mysql: T-SQL Pivot? Possibility of creating table columns from row values
推薦答案
不幸的是,MySQL 沒有 PIVOT
功能,這基本上是您要嘗試執行的操作.因此,您需要使用帶有 CASE
語句的聚合函數:
Unfortunately MySQL does not have a PIVOT
function which is basically what you are trying to do. So you will need to use an aggregate function with a CASE
statement:
select pt.partner_name,
count(case when pd.product_name = 'Product A' THEN 1 END) ProductA,
count(case when pd.product_name = 'Product B' THEN 1 END) ProductB,
count(case when pd.product_name = 'Product C' THEN 1 END) ProductC,
count(case when pd.product_name = 'Product D' THEN 1 END) ProductD,
count(case when pd.product_name = 'Product E' THEN 1 END) ProductE
from partners pt
left join sales s
on pt.part_id = s.partner_id
left join products pd
on s.product_id = pd.prod_id
group by pt.partner_name
參見 SQL 演示
由于您不知道產品,您可能希望動態執行此操作.這可以使用準備好的語句來完成.
Since you do not know the Products you will probably want to perform this dynamically. This can be done using prepared statements.
使用動態數據透視表(將行轉換為列),您的代碼將如下所示:
With dynamic pivot tables (transform rows to columns) your code would look like this:
SET @sql = NULL;
SELECT
GROUP_CONCAT(DISTINCT
CONCAT(
'count(case when Product_Name = ''',
Product_Name,
''' then 1 end) AS ',
replace(Product_Name, ' ', '')
)
) INTO @sql
from products;
SET @sql = CONCAT('SELECT pt.partner_name, ', @sql, ' from partners pt
left join sales s
on pt.part_id = s.partner_id
left join products pd
on s.product_id = pd.prod_id
group by pt.partner_name');
PREPARE stmt FROM @sql;
EXECUTE stmt;
DEALLOCATE PREPARE stmt;
參見 SQL 演示
可能值得注意的是,GROUP_CONCAT
默認限制為 1024 字節.您可以通過在您的程序期間將其設置得更高來解決此問題,即.SET @@group_concat_max_len = 32000;
It's probably worth noting that GROUP_CONCAT
is by default limited to 1024 bytes. You can work around this by setting it higher for the duration of your procedure, ie. SET @@group_concat_max_len = 32000;
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