test2

-- ------------------------
--  ---like+repo+comment = interact
--  ------------------------
-- drop table if exists interact_sum;
-- create table interact_sum as
-- select
--     uid,
--     count(action_type) as interact
-- from tianchi_weibo.weibo_action_data_train
-- group by uid;

-----------------
---level point
-----------------
drop table if exists interact_levelpoint;
create table interact_levelpoint as
select
uid,
case
when interact_sum.interact>100 then interact_sum.interact*200
when interact_sum.interact<=100 and interact_sum.interact>50 then interact_sum.interact*100
when interact_sum.interact<=50 and interact_sum.interact>11 then interact_sum.interact*50
when interact_sum.interact<=11 and interact_sum.interact>6 then interact_sum.interact*10
when interact_sum.interact<=5 and interact_sum.interact>=0 then interact_sum.interact
end as level
from interact_sum;

--------------------
----max level-------------
---------------------
drop table if exists interact_levelpointmax;
create table interact_levelpointmax as
select
uid,
max(level) as max_level
from interact_levelpoint
group by uid;

drop table if exists interact_levelmax;
create table interact_levelmax as
select
uid,
case
when max_level>=20000 then max_level/200
when max_level>=5000 and max_level<20000 then max_level/100
when max_level>=550 and max_level<5000 then max_level/50
when max_level>=60 and max_level<550 then max_level/10
when max_level>=0 and max_level<60 then max_level
end as level_pointmax
from interact_levelpointmax;

---------------------
---join dummy and predict-maxlevel ; clear NULL
---------------------
drop table if exists uid_max;
create table uid_max as
------clear 0 from havenull
select
havenull.uid,
havenull.mid,
case
when havenull.action_sum IS NULL then 0
when havenull.action_sum IS NOT NULL then cast(havenull.action_sum as bigint)
end as action_sum
from
------dummy0 inner join bsum
(
select
x.uid,
x.mid,
y.action_sum as action_sum
from
x
left outer join
(
select
interact_levelmax.uid,
interact_levelmax.levelpoint as action_sum
from blevelnum
)y
on x.uid=y.uid
)havenull;