可以说我在mysql中有这两个表。
表格1:
date staff_no 2016-06-10 1 2016-06-09 1 2016-05-09 1 2016-04-09 1
表2:
staff_no name 1 David
然后,我有此查询以获取每个月的员工分析:
SELECT DATE_FORMAT(table1.date,'%b %Y') as month,COUNT(table1.date) as total_records,table2.name as name FROM table1 as table1 LEFT JOIN table2 as table2 on table2.staff_no = table1.staff_no WHERE table1.staff_no = "1" and date(table1.date) between = "2016-04-01" and "2016-06-30" GROUP BY table2.name,DATE_FORMAT(table1.date,'%Y-%m') ORDER BY DATE_FORMAT(table1.date,'%Y-%m-%d')
该查询将输出:
month total_records name Apr 2016 1 David May 2016 1 David Jun 2016 2 David
但是,如果我从查询中替换“ 2016-04-01”和“ 2016-07-31”之间的日期,则不会向我显示7月记录,因为它在表1中不存在,这不是我想要的。我仍然想得到这样的结果:
month total_records name Apr 2016 1 David May 2016 1 David Jun 2016 2 David Jul 2016 0 David
有人对此吗?请帮助我。谢谢!
考虑以下模式,其中第三个表是提到的年/月帮助程序表。Helper表非常常见,可以自然地在整个代码中重复使用。我将把它留给您以加载大量的日期数据。但是请注意,对于那些想要减少工作量的人来说,每个月的结束日期是如何组合在一起的,同时允许数据库引擎为我们找出leap年。
您在该帮助器表中可能只有一列。但这将需要在某些函数中使用函数调用作为结束日期,这意味着更加缓慢。我们喜欢快速。
create table workerRecords ( id int auto_increment primary key, the_date date not null, staff_no int not null ); -- truncate workerRecords; insert workerRecords(the_date,staff_no) values ('2016-06-10',1), ('2016-06-09',1), ('2016-05-09',1), ('2016-04-09',1), ('2016-03-02',2), ('2016-07-02',2); create table workers ( staff_no int primary key, full_name varchar(100) not null ); -- truncate workers; insert workers(staff_no,full_name) values (1,'David Higgins'),(2,"Sally O'Riordan");
create table ymHelper ( -- Year Month helper table. Used for left joins to pick up all dates. -- PK is programmer's choice. dtBegin date primary key, -- by definition not null dtEnd date null ); -- truncate ymHelper; insert ymHelper (dtBegin,dtEnd) values ('2015-01-01',null),('2015-02-01',null),('2015-03-01',null),('2015-04-01',null),('2015-05-01',null),('2015-06-01',null),('2015-07-01',null),('2015-08-01',null),('2015-09-01',null),('2015-10-01',null),('2015-11-01',null),('2015-12-01',null), ('2016-01-01',null),('2016-02-01',null),('2016-03-01',null),('2016-04-01',null),('2016-05-01',null),('2016-06-01',null),('2016-07-01',null),('2016-08-01',null),('2016-09-01',null),('2016-10-01',null),('2016-11-01',null),('2016-12-01',null), ('2017-01-01',null),('2017-02-01',null),('2017-03-01',null),('2017-04-01',null),('2017-05-01',null),('2017-06-01',null),('2017-07-01',null),('2017-08-01',null),('2017-09-01',null),('2017-10-01',null),('2017-11-01',null),('2017-12-01',null), ('2018-01-01',null),('2018-02-01',null),('2018-03-01',null),('2018-04-01',null),('2018-05-01',null),('2018-06-01',null),('2018-07-01',null),('2018-08-01',null),('2018-09-01',null),('2018-10-01',null),('2018-11-01',null),('2018-12-01',null), ('2019-01-01',null),('2019-02-01',null),('2019-03-01',null),('2019-04-01',null),('2019-05-01',null),('2019-06-01',null),('2019-07-01',null),('2019-08-01',null),('2019-09-01',null),('2019-10-01',null),('2019-11-01',null),('2019-12-01',null); -- will leave as an exercise for you to add more years. Good idea to start, 10 in either direction, at least. update ymHelper set dtEnd=LAST_DAY(dtBegin); -- data patch. Confirmed leap years. alter table ymHelper modify dtEnd date not null; -- there, ugly patch above worked fine. Can forget it ever happened (until you add rows) -- show create table ymHelper; -- this confirms that dtEnd is not null
这就是一个辅助表。设置一次,然后忘记它几年
注意 :不要忘记运行上面的更新stmt
SELECT DATE_FORMAT(ymH.dtBegin,'%b %Y') as month, ifnull(COUNT(wr.the_date),0) as total_records,@soloName as full_name FROM ymHelper ymH left join workerRecords wr on wr.the_date between ymH.dtBegin and ymH.dtEnd and wr.staff_no = 1 and wr.the_date between '2016-04-01' and '2016-07-31' LEFT JOIN workers w on w.staff_no = wr.staff_no cross join (select @soloName:=full_name from workers where staff_no=1) xDerived WHERE ymH.dtBegin between '2016-04-01' and '2016-07-31' GROUP BY ymH.dtBegin order by ymH.dtBegin; +----------+---------------+---------------+ | month | total_records | full_name | +----------+---------------+---------------+ | Apr 2016 | 1 | David Higgins | | May 2016 | 1 | David Higgins | | Jun 2016 | 2 | David Higgins | | Jul 2016 | 0 | David Higgins | +----------+---------------+---------------+
工作正常。第一个mysql表是Helper表。左联接以引入工作程序记录(允许为null)。让我们在这里暂停。毕竟,这就是您所要提出的问题: 缺少数据 。最后,在交叉联接中的工作表。
该cross join是初始化变量(@soloName),这是工作人员的姓名。通过ifnull()返回0 的函数可以很好地找到您所要求的缺失日期的空状态,而对于工人的名字,我们却没有那么奢侈。这迫使cross join。
cross join
@soloName
ifnull()
交叉连接是笛卡尔积。但是由于它是单行,所以我们不会遇到笛卡尔会遇到的正常问题,导致结果集中出现很多行。无论如何,它是可行的。
但这是一个问题:可以看出,很难在6个地方维护和插入值。因此,请考虑下面的存储过程。
drop procedure if exists getOneWorkersRecCount; DELIMITER $$ create procedure getOneWorkersRecCount (pStaffNo int, pBeginDt date, pEndDt date) BEGIN SELECT DATE_FORMAT(ymH.dtBegin,'%b %Y') as month,ifnull(COUNT(wr.the_date),0) as total_records,@soloName as full_name FROM ymHelper ymH left join workerRecords wr on wr.the_date between ymH.dtBegin and ymH.dtEnd and wr.staff_no = pStaffNo and wr.the_date between pBeginDt and pEndDt LEFT JOIN workers w on w.staff_no = wr.staff_no cross join (select @soloName:=full_name from workers where staff_no=pStaffNo) xDerived WHERE ymH.dtBegin between pBeginDt and pEndDt GROUP BY ymH.dtBegin order by ymH.dtBegin; END$$ DELIMITER ;
call getOneWorkersRecCount(1,'2016-04-01','2016-06-09'); call getOneWorkersRecCount(1,'2016-04-01','2016-06-10'); call getOneWorkersRecCount(1,'2016-04-01','2016-07-01'); call getOneWorkersRecCount(2,'2016-02-01','2016-11-01');
嗯,使用起来要容易得多(在PHP,C#,Java中,您可以命名)。选择权属于您,是否存储过程。
drop procedure if exists getAllWorkersRecCount; DELIMITER $$ create procedure getAllWorkersRecCount (pBeginDt date, pEndDt date) BEGIN SELECT DATE_FORMAT(ymH.dtBegin,'%b %Y') as month,ifnull(COUNT(wr.the_date),0) as total_records,w.staff_no,w.full_name FROM ymHelper ymH cross join workers w left join workerRecords wr on wr.the_date between ymH.dtBegin and ymH.dtEnd and wr.staff_no = w.staff_no and wr.the_date between pBeginDt and pEndDt -- LEFT JOIN workers w on w.staff_no = wr.staff_no -- cross join (select @soloName:=full_name from workers ) xDerived WHERE ymH.dtBegin between pBeginDt and pEndDt GROUP BY ymH.dtBegin,w.staff_no,w.full_name order by ymH.dtBegin,w.staff_no; END$$ DELIMITER ;
call getAllWorkersRecCount('2016-03-01','2016-08-01'); +----------+---------------+----------+-----------------+ | month | total_records | staff_no | full_name | +----------+---------------+----------+-----------------+ | Mar 2016 | 0 | 1 | David Higgins | | Mar 2016 | 1 | 2 | Sally O'Riordan | | Apr 2016 | 1 | 1 | David Higgins | | Apr 2016 | 0 | 2 | Sally O'Riordan | | May 2016 | 1 | 1 | David Higgins | | May 2016 | 0 | 2 | Sally O'Riordan | | Jun 2016 | 2 | 1 | David Higgins | | Jun 2016 | 0 | 2 | Sally O'Riordan | | Jul 2016 | 0 | 1 | David Higgins | | Jul 2016 | 1 | 2 | Sally O'Riordan | | Aug 2016 | 0 | 1 | David Higgins | | Aug 2016 | 0 | 2 | Sally O'Riordan | +----------+---------------+----------+-----------------+
辅助表已经使用了数十年。不要害怕或尴尬地使用它们。实际上,有时要在没有他们的情况下完成某些专业工作几乎是不可能的。