mysql查询获取表中某些字段的百分比？

Question

我有费用表:

Expense(amount: Double, vendorId: Int, vendorType: Int)

我想创建一个 mysql 查询，它会给出每种供应商类型与特定供应商的百分比，例如:

vendorId   vendorType percentOfExpencesOfThisType    totalExpenses

假设我有 4 项费用:

Expense(amount: 30.0, vendorId: 3, vendorType: 1)
Expense(amount: 58.5, vendorId: 3, vendorType: 1)
Expense(amount: 47.0, vendorId: 3, vendorType: 7)
Expense(amount: 21.5, vendorId: 3, vendorType: 13)

所以表格看起来:

vendorId   vendorType percentOfExpencesOfThisType    totalExpenses
3               1                 50                       4
3               7                 25                       4
3               13                25                       4

我该怎么做？ (不幸的是使用mysql版本5.6)

Answer 1

您可以使用聚合和窗口函数:

select vendorId, vendorType,
       100 * count(*) / sum(count(*)) over (partition by vendorId) as percentOfExpensesOfThisType,
       sum(count(*)) over (partition by vendorId) as totalExpenses
from expense
group by vendorId, vendorType;

从 MySQL 8+ 开始可以使用窗口函数。

在早期版本中，您将连接两个聚合查询:

select vendorId, vendorType,
       100 * vt.cnt / v.cnt as percentOfExpensesOfThisType,
       v.cnt as totalExpenses
from (select vendorId, vendorType, count(*) as cnt
      from expense
      group by vendorId, vendorType
     ) vt join
     (select vendorId, count(*) as cnt
      from expense
      group by vendorId
     ) v
     on vt.vendorId = v.vendorId;