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本系列是本人对Hive的学习进行一个整理,主要包括以下内容:
1.HiveQL学习笔记(一):Hive安装及Hadoop,Hive原理简介
2.HiveQL学习笔记(二):Hive基础语法与常用函数
3.HiveQL学习笔记(三):Hive表连接
4.HiveQL学习笔记(四):Hive窗口函数
5.HiveQL学习笔记(五):Hive练习题
接下来对第五个内容进行介绍。
HiveQL学习笔记(二):Hive基础语法与常用函数
这里没有原版的数据,只有字段名,所以只能靠脑补……主要是锻炼思考问题的方法,也可以上网找一些MySQL的题,然后用HiveSQL去完成。
select user_name
from user_info
where city='beijing'
and sex='female'
limit 10;
select user_name,piece,price
from user_trade
where dt='2019-04-09'
and goods_category='food';
select goods_category,
sum(distinct user_name) as user_sum,
sum(pay_amount) as total_amount
from user_trade
where dt BETWEEN '2019-01-01' AND '2019-04-30'
group by goods_category;
select user_name,sum(pay_amount) as total_amount
from user_trade
where dt BETWEEN '2019-04-01' AND '2019-04-30'
group by user_name
having sum(pay_amount) > 50000;
select user_name,sum(pay_amount) as total_amount
from user_trade
where dt BETWEEN '2019-04-01' AND '2019-04-30'
group by user_name
order by sum(pay_amount) desc
limit 5;
将user_trade中的时间戳转为以下时间格式
select pay_time, from_unixtime(pay_time,'yyyy-MM-dd hh:mm:ss') from user_trade where dt='2019-04-09'; **************************** select pay_time, from_unixtime(pay_time,'yyyy-MM-dd hh') from user_trade where dt='2019-04-09'; **************************** select pay_time, from_unixtime(pay_time,'yyyy-MM-dd hh:mm') from user_trade where dt='2019-04-09'; **************************** select pay_time, from_unixtime(pay_time,'yyyyMMdd') from user_trade where dt='2019-04-09';
select user_name,
datediff('2019-05-01',to_date(firstactivetime))
from user_info
limit 10;
select case when age<20 then '20岁以下'
when age>=20 and age<30 then'20-30岁'
when age>=30 and age<40 then'30-40岁'
else '40岁以上'
end as '年龄分组',
count(distinct user_id) as user_num
from user_info
group by case when age<20 then '20岁以下'
when age>=20 and age<30 then'20-30岁'
when age>=30 and age<40 then'30-40岁'
else '40岁以上'
end;
select sex,
if(level>5,'高级','低级'),
count(distinct user_id) as user_num
from user_info
group by sex,if(level>5,'高级','低级');
select substr(firstactivetime,1,
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