堆积Pareto图的

Question

我有一个Oracle表，其中包含类似于以下基本示例的数据：

+--------+----------+
| SERIES | CATEGORY |
+--------+----------+
| green  | apple    |
| green  | pear     |
| green  | pear     |
| yellow | apple    |
| yellow | apple    |
| yellow | pear     |
| yellow | pear     |
| yellow | pear     |
| yellow | banana   |
| yellow | banana   |
| yellow | banana   |
| red    | apple    |
+--------+----------+

我想生成一个像Pareto一样的数据图，看起来应该像Stacked Pareto Chart，

要创建此图，我想运行SQL查询并获得以下输出：

+----------+--------+-------+
| CATEGORY | SERIES | COUNT |
+----------+--------+-------+
| pear     | green  |     2 |
| pear     | yellow |     3 |
| apple    | green  |     1 |
| apple    | yellow |     2 |
| apple    | red    |     1 |
| banana   | yellow |     3 |
+----------+--------+-------+

实际表有数百万个条目，目前查询数据库需要花费大量时间，因为我使用的当前程序效率不高：

按照每个类别中的条目数量排序类别：

SELECT CATEGORY, COUNT(CATEGORY) FROM FRUIT GROUP BY CATEGORY ORDER BY COUNT(CATEGORY);

然后，对于每个类别，我按照系列的顺序列出相关系列：

SELECT SERIES, COUNT(SERIES) FROM FRUIT WHERE CATEGORY = [current category] GROUP BY SERIES ORDER BY SERIES;

查询数据库（最好是单个SQL语句）以获得所需输出的最有效方法是什么？

Answer 1

您可以通过对CATEGORY和SERIES进行分组来获得所需的结果：

SELECT 
    CATEGORY, SERIES, COUNT(*) 
FROM FRUIT 
GROUP BY CATEGORY, SERIES 
ORDER BY COUNT(*);

更新：

首先按CATEGORY总计，然后按绿色，黄色，红色排序，就像您预期的输出一样：

SELECT t1.*
FROM (
    SELECT 
        CATEGORY, SERIES, COUNT(*) AS CNT
    FROM FRUIT 
    GROUP BY CATEGORY, SERIES 
) t1
INNER JOIN (
    SELECT
        CATEGORY, COUNT(*) AS CNT
    FROM FRUIT
    GROUP BY CATEGORY
) t2
    ON t1.CATEGORY = t2.CATEGORY
ORDER BY 
    t2.CNT DESC,
    CASE t1.SERIES
        WHEN 'green' THEN 1
        WHEN 'yellow' THEN 2
        WHEN 'red' THEN 3
    END

Answer 2

一些较短的版本：

select category, series, CntS 
from (
  select  distinct count(category) over (partition by category) cntC,
   count(series)  over (partition by category, series ) cntS,
   category, series 
from fruit   ) Tab
order by CntC desc, cntS desc;