I have a table as follows:
user_id email
u1 e1, e2
u2 null
My goal is to convert this into the following format:
user_id email
u1 e1
u1 e2
u2 null
So for this I am using the lateral view explode() function in Hive, as follows:
select * FROM table LATERAL VIEW explode ( split ( email ,',' ) ) email AS email_id
But doing this the u2 row is getting skipped as it has null value in email. How can we include the nulls too in the output?
Edit: I am using a workaround doing an union of this table with the base table without explode, but I think the data will be scanned one more time because of this. I wanted to know if there is a better way to do it.