Impala query to scan two records in different partitions

[#1]

I have a table with two columns test, id and yyyymmdd and group_id are my partition columns.

When I run following query it runs fast as it only scans 1 partition.

select id, yyyymmdd, group_id, test from dwh.table where
(id='1a' and yyyymmdd=20170815 and group_id=1)

But when I tried to run following . It scans entire table. Even explain shows that it is going to perform full table scan. I think I'm missing somethign simple here. Appreciate community's help to find out what I'm missing here ?

select id, yyyymmdd, group_id, test from dwh.table where
(id='1a' and yyyymmdd=20170815 and group_id=1) OR
(id='2b' and yyyymmdd=20170811 and group_id=2)

How to scan two rows in two different partitions ?

[#2 · Accepted solution]

I'm afraid Impala is not yet able to recognize that only two partitions need to be scanned. We're aware of the gap and that specific optimization is tracked by:

https://issues.apache.org/jira/browse/IMPALA-2108

For now, you can manually rewrite your query as suggested in the JIRA as follows:

select id, yyyymmdd, group_id, test from dwh.table where

((id='1a' and yyyymmdd=20170815 and group_id=1) OR (id='2b' and yyyymmdd=20170811 and group_id=2))

AND

((yyyymmdd=20170811 and group_id=2) OR (yyyymmdd=20170815 and group_id=1))

or alternatively, use a union:

select id, yyyymmdd, group_id, test from dwh.table where
id='1a' and yyyymmdd=20170815 and group_id=1

union all

select id, yyyymmdd, group_id, test from dwh.table where

id='2b' and yyyymmdd=20170811 and group_id=2