数据分组、统计 case when then else end

时间:2023-03-08 22:40:48

case when 对表进行条件分组

case简单函数 case   age  when   then

select name , sex , age , (

case age

/*when 条件成立显示then中内容 then 成立是显示  else 不成立显示 end*/

when age = 18 then '成年人' else '未成年' end

when age = 30 then '而立之年' else '小伙子' end

) 身份   /*列名*/

from user

name      sex     age         身份

张三         男       19         成年人

李四        男       30        而立之年

case 搜索函数 case when then

SELECT COUNT((
            CASE
            WHEN condition = ''   THEN condition
            ELSE NULL
            END

)) col1 ,             //根据condition 分组,并统计condition = ''出现的次数
            COUNT((
            CASE
            WHEN condition = ''   THEN condition
            ELSE NULL
            END

)) col2 ,
            count(id) count
            FROM  table

有如下需求:
  表A中有很多条数据, 每条数据拥有一个状态字段,现在需要统计不同状态的数据有多少条.

查询出来的结果如下形式:

status1  status2   status3  count
   2             3            3          8

   SELECT COUNT((
CASE
WHEN STATUS = 'status1'
THEN STATUS
ELSE NULL
END))status1,
COUNT((
CASE
WHEN STATUS = 'status2'
THEN STATUS
ELSE NULL
END))status2,
COUNT((
CASE
WHEN STATUS = 'status3'
THEN STATUS
ELSE NULL
END))status3,
count(table.id) count
FROM table

需求是:根据t_dev表找出其中所有记录在t_history和t_history_details两张表中存储的告警原因统计,

即根据不同原因(tdhd.cause)字段进行统计,统计出各种类型原因的个数,在这个基础上关联其他几张表找出其他必须的信息

首先根据总表找出关联表内必须的数据:

select tsd.id device_id,NVL(tui.unit_name,tbi.build_name) place_name,
alarmCount.TEMPERATURE,alarmCount.EXCESSIVE,alarmCount.VOLTAGE,alarmCount.total
from t_dev tsd
join t_fire tef on tef.id = tsd.id and tsd.status = 'VALID'
join t_unit tui on tui.id = tsd.unit_id
join t_build tbi on tbi.id = tsd.place_id
<where>
查找条件;
</where>

接着:使用上面提到的case when 方法进行数据统计

SELECT COUNT((
CASE
WHEN tdhd.alarm_cause = 'TEMPERATURE' THEN tdhd.cause
ELSE NULL
END
)) TEMPERATURE ,
COUNT((
CASE
WHEN tdhd.alarm_cause = 'EXCESSIVE' THEN tdhd.cause
ELSE NULL
END
)) EXCESSIVE ,
COUNT((
CASE
WHEN tdhd.alarm_cause = 'VOLTAGE' THEN tdhd.cause
ELSE NULL
END
)) VOLTAGE ,
count(tdh.dev_id) total
from t_history tdh
join t_history_details tdhd on tdhd.dev_history_id = tdh.id
where 统计条件

然后将统计出来的数据当成一张临时表,关联进第一步的sql中, 在这里有个问题, 关联表需要关联条件,这里的条件是统计出来的数据的有个dev_id字段相同,

所以需要在统计sql中将dev_id查询出来, 自然就想到了group by,使用dev_id分组,这样每组统计都有对应的dev_id,然后就可以将两个sql关联起来了

以下是最终结果

select tsd.id device_id,NVL(tui.unit_name,tbi.build_name) place_name,
alarmCount.TEMPERATURE,alarmCount.EXCESSIVE,alarmCount.VOLTAGE,alarmCount.total
from t_dev tsd
join t_fire tef on tef.id = tsd.id and tsd.status = 'VALID'
join t_unit tui on tui.id = tsd.unit_id
join t_build tbi on tbi.id = tsd.place_id
join (SELECT COUNT((
CASE
WHEN tdhd.alarm_cause = 'TEMPERATURE' THEN tdhd.cause
ELSE NULL
END
)) TEMPERATURE ,
COUNT((
CASE
WHEN tdhd.alarm_cause = 'EXCESSIVE' THEN tdhd.cause
ELSE NULL
END
)) EXCESSIVE ,
COUNT((
CASE
WHEN tdhd.alarm_cause = 'VOLTAGE' THEN tdhd.cause
ELSE NULL
END
)) VOLTAGE ,
count(tdh.dev_id) total,
tdh.dev_id
from t_history tdh
join t_history_details tdhd on tdhd.dev_history_id = tdh.id
<where>
<if test="dto.startTime != '' and dto.startTime != null">
and to_char(tdh.create,'yyyy-mm-dd') &gt;= #{dto.startTime}
</if>
<if test="dto.endTime != '' and dto.endTime != null">
and to_char(tdh.create,'yyyy-mm-dd') &lt;= #{dto.endTime}
</if>
</where>
group by tdh.dev_id <!--分组,获取dev_id-->
) alarmCount on alarmCount.dev_id = tef.id
<where>
<if test="dto.placeName != '' and dto.placeName != null">
and (tbi.build LIKE '%'||#{dto.placeName}||'%' or tui.unit like '%'||#{dto.placeName}||'%')
</if>
</where>