本文实例讲述了mysql滑动订单问题原理与解决方法。分享给大家供大家参考,具体如下:
先根据以下代码来创建表MonthlyOrders并导入一定的数据
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CREATE TABLE MonthlyOrders(
ordermonth DATE ,
ordernum INT UNSIGNED,
PRIMARY KEY (ordermonth)
);
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INSERT INTO MonthlyOrders SELECT '2010-02-01' ,23;
INSERT INTO MonthlyOrders SELECT '2010-03-01' ,26;
INSERT INTO MonthlyOrders SELECT '2010-04-01' ,24;
INSERT INTO MonthlyOrders SELECT '2010-05-01' ,27;
INSERT INTO MonthlyOrders SELECT '2010-06-01' ,26;
INSERT INTO MonthlyOrders SELECT '2010-07-01' ,32;
INSERT INTO MonthlyOrders SELECT '2010-08-01' ,34;
INSERT INTO MonthlyOrders SELECT '2010-09-01' ,30;
INSERT INTO MonthlyOrders SELECT '2010-10-01' ,31;
INSERT INTO MonthlyOrders SELECT '2010-11-01' ,32;
INSERT INTO MonthlyOrders SELECT '2010-12-01' ,33;
INSERT INTO MonthlyOrders SELECT '2011-01-01' ,31;
INSERT INTO MonthlyOrders SELECT '2011-02-01' ,34;
INSERT INTO MonthlyOrders SELECT '2011-03-01' ,34;
INSERT INTO MonthlyOrders SELECT '2011-04-01' ,38;
INSERT INTO MonthlyOrders SELECT '2011-05-01' ,39;
INSERT INTO MonthlyOrders SELECT '2011-06-01' ,35;
INSERT INTO MonthlyOrders SELECT '2011-07-01' ,49;
INSERT INTO MonthlyOrders SELECT '2011-08-01' ,56;
INSERT INTO MonthlyOrders SELECT '2011-09-01' ,55;
INSERT INTO MonthlyOrders SELECT '2011-10-01' ,74;
INSERT INTO MonthlyOrders SELECT '2011-11-01' ,75;
INSERT INTO MonthlyOrders SELECT '2011-12-01' ,14;
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滑动订单问题是指为每个月返回上一年度(季度或月度)的滑动订单数,即每个月份N,返回N-11到月份N的订单总数。这里,假设月份序列中不存在间断。
执行下面的SQL查询实现每个月返回上一年度的滑动订单总数
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SELECT
DATE_FORMAT(a.ordermonth, '%Y%m' ) AS frommonth,
DATE_FORMAT(b.ordermonth, '%Y%m' ) AS tomonth,
SUM (c.ordernum) AS orders
FROM monthlyorders a
INNER JOIN monthlyorders b
ON DATE_ADD(a.ordermonth, INTERVAL 11 MONTH ) = b.ordermonth
INNER JOIN monthlyorders c
ON c.ordermonth BETWEEN a.ordermonth AND b.ordermonth
GROUP BY a.ordermonth,b.ordermonth;
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运行结果如下图
该查询首先对MonthlyOrders表进行自连接。a表用做下边界(frommonth),b表用做上边界(tomonth)。连接的条件为:
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DATE_ADD(a.ordermonth, INTERVAL 11 MONTH ) = b.ordermonth
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例如,a表中的2010年2月将匹配2011年1月。
完成自连接之后,需要对订单进行统计。这时需要再进行一次自连接,得到范围内每个月的订单数量。因此连接的条件为
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c.ordermonth BETWEEN a.ordermonth AND b.ordermonth
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基于上述方法,我们还可以统计每个季度订单的情况,以此作为和同比增长的比较依据。
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SELECT
DATE_FORMAT(a.ordermonth, '%Y%m' ) AS frommonth,
DATE_FORMAT(b.ordermonth, '%Y%m' ) AS tomonth,
SUM (c.ordernum) AS orders
FROM monthlyorders a
INNER JOIN monthlyorders b
ON DATE_ADD(a.ordermonth, INTERVAL 2 MONTH ) = b.ordermonth
AND MONTH (a.ordermonth) % 3 = 1
INNER JOIN monthlyorders c
ON c.ordermonth BETWEEN a.ordermonth AND b.ordermonth
GROUP BY a.ordermonth,b.ordermonth;
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运行结果如下图
希望本文所述对大家MySQL数据库计有所帮助。
原文链接:https://www.cnblogs.com/chenqionghe/p/4679800.html