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基于WORKS_ON复合主键表,统计各工人的同项目其他工人数

解决WORKS_ON表的工人项目匹配计数问题

当然可行!这个需求核心是判断两个工人的项目集合完全相等,下面给你两种实用的实现思路,第一种效率更高,适合大多数场景:

方法一:生成项目签名统计(推荐)

这个方法的核心是给每个工人的项目集合生成一个唯一的排序签名——把参与的项目号按固定顺序拼接成字符串,这样项目完全相同的工人会有一模一样的签名,之后只要统计每个签名的总人数,再减去工人自己就是结果。

MySQL 实现代码

WITH worker_project_signatures AS (
    SELECT 
        ID,
        GROUP_CONCAT(ProjectNum ORDER BY ProjectNum SEPARATOR ',') AS project_signature
    FROM WORKS_ON
    GROUP BY ID
),
signature_counts AS (
    SELECT 
        project_signature,
        COUNT(*) AS total_workers
    FROM worker_project_signatures
    GROUP BY project_signature
)
SELECT 
    wps.ID,
    CASE 
        WHEN sc.total_workers > 1 THEN sc.total_workers - 1 
        ELSE 0 
    END AS same_project_count
FROM worker_project_signatures wps
JOIN signature_counts sc ON wps.project_signature = sc.project_signature
ORDER BY wps.ID;

PostgreSQL/SQL Server 实现代码

这两个数据库用STRING_AGG替代MySQL的GROUP_CONCAT:

WITH worker_project_signatures AS (
    SELECT 
        ID,
        STRING_AGG(CAST(ProjectNum AS VARCHAR), ',' ORDER BY ProjectNum) AS project_signature
    FROM WORKS_ON
    GROUP BY ID
),
signature_counts AS (
    SELECT 
        project_signature,
        COUNT(*) AS total_workers
    FROM worker_project_signatures
    GROUP BY project_signature
)
SELECT 
    wps.ID,
    GREATEST(sc.total_workers - 1, 0) AS same_project_count
FROM worker_project_signatures wps
JOIN signature_counts sc ON wps.project_signature = sc.project_signature
ORDER BY wps.ID;

代码说明

  • 第一个CTE worker_project_signatures:给每个工人生成排序后的项目拼接字符串,确保项目顺序不影响签名(比如项目2、3和3、2会生成相同的签名)。
  • 第二个CTE signature_counts:统计每个签名对应的工人总数。
  • 最后关联两个CTE,每个工人的相同项目人数就是总人数减1(排除自己),如果只有自己一个人,返回0。

方法二:集合直接比较(适合小数据集)

如果你的数据量不大,也可以用集合的EXCEPT操作直接判断两个工人的项目是否完全一致,不过这种方法效率会低一些:

SELECT 
    w1.ID,
    COUNT(DISTINCT w2.ID) AS same_project_count
FROM WORKS_ON w1
LEFT JOIN WORKS_ON w2 ON w1.ID != w2.ID
GROUP BY w1.ID
HAVING 
    -- w1的所有项目w2都包含
    NOT EXISTS (
        SELECT ProjectNum FROM WORKS_ON WHERE ID = w1.ID
        EXCEPT
        SELECT ProjectNum FROM WORKS_ON WHERE ID = w2.ID
    )
    AND
    -- w2的所有项目w1都包含
    NOT EXISTS (
        SELECT ProjectNum FROM WORKS_ON WHERE ID = w2.ID
        EXCEPT
        SELECT ProjectNum FROM WORKS_ON WHERE ID = w1.ID
    );

用你举的例子测试:ID1和ID3的项目签名都是2,3,总人数是2,所以各自的计数是1;ID2的签名是2,总人数是1,计数是0,完全符合预期。

内容的提问来源于stack exchange,提问作者H. Wilde

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最近更新时间:2026.05.25 07:34:00