SQL How to Query Total & Subtotal

Question

I have a table looks like below where day, order_id, and order_type are stored.

select day, order_id, order_type
from sample_table

day	order_id	order_type
2021-03-01	1	offline
2021-03-01	2	offline
2021-03-01	3	online
2021-03-01	4	online
2021-03-01	5	offline
2021-03-01	6	offline
2021-03-02	7	online
2021-03-02	8	online
2021-03-02	9	offline
2021-03-02	10	offline
2021-03-03	11	offline
2021-03-03	12	offline

Below is desired output:

day	total_order	num_offline_order	num_online_order
2021-03-01	6	4	2
2021-03-02	4	2	2
2021-03-03	2	2	0

Does anybody know how to query to get the desired output?

Answer 1

You need to pivot the data. A simple way to implement conditional aggregation in Vertica uses :: :

select day, count(*) as total_order,
       sum( (order_type = 'online')::int ) as num_online,
       sum( (order_type = 'offline')::int ) as num_offline
from t
group by day;

Answer 2

Use case and sum :

select day, 
    count(1) as total_order
    sum(case when order_type='offline' then 1 end) as num_offline_order,
    sum(case when order_type='online' then 1 end) as num_online_order
from sample_table
group by day
order by day

Answer 3

you can also use count to aggregate values that are not null

select 
    day, 
    count(*) as total_order, 
    count(case when order_type='offline' then 1 else null end) as offline_orders,
    count(case when order_type='online' then 1 else null end) as online_orders 
from sample_table 
group by day 
order by day;