HIVE Pivot and Sum

Question

I have a table that I am trying to figure out how to pivot and sum based on the values in a second column.

Example input:

|own|pet|qty|
|---|---|---|         


        

Answer 1

For dynamic data you can use MAP

select      own
           ,str_to_map(concat_ws(',',collect_list(concat(pet,':',cast(qty as string))))) as pet_qty

from       (select      own,pet
                       ,sum(qty) qty 

            from        mytable

            group by    own,pet
            ) t

group by    own
;

---

+-----+---------------------------------+
| own |             pet_qty             |
+-----+---------------------------------+
| bob | {"cat":"1","dog":"6"}           |
| jon | {"cat":"2","cow":"4","dog":"1"} |
| sam | {"cow":"3","dog":"3"}           |
+-----+---------------------------------+

Answer 2

Use case and sum():

select own, sum(case when pet='dog' then qty end) as dog,
            sum(case when pet='cat' then qty end) as cat,
            sum(case when pet='cow' then qty end) as cow
  from your_table
 group by own;