trouble converting several serial queries into a parallel query
I have a very simple query that is giving me some issues due to the size of the database and the number of requests I make to it in order to compile the report I need:
A dumbed down version of the table and query:
CREATE TABLE a_to_b (
id_a INT NOT NULL REFERENCES table_a(id),
id_b INT NOT NULL REFERENCES table_b(id),
PRIMARY KEY (id_a, id_b)
);
SELECT id_a, id_b FROM a_2_b WHERE id_a = 1 LIMIT 5;
The problem is that the table has a few million records and I need to query it 30+ times in a row.
I'd like to improve this with a parallel search using `IN()`
SELECT id_a, id_b FROM a_2_b WHERE id_a = IN (1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26.27,28,29,30);
That technique has generally fixed a lot of bottlenecks for us.
However I can't wrap my head around structuring it so that I can apply a limit based on the column -- so that I only get 5 records per id_a.
The table has columns that I would use for ordering in the future, but I'm fine with just getting random values right now .
Can anyone offer some suggestions? Thanks in advance.
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I have a very simple query that is giving me some issues due to the size of the database and the number of requests I make to it in order to compile the report I need:
A dumbed down version of the table and query:
CREATE TABLE a_to_b (
id_a INT NOT NULL REFERENCES table_a(id),
id_b INT NOT NULL REFERENCES table_b(id),
PRIMARY KEY (id_a, id_b)
);
SELECT id_a, id_b FROM a_2_b WHERE id_a = 1 LIMIT 5;The problem is that the table has a few million records and I need to query it 30+ times in a row.
I'd like to improve this with a parallel search using `IN()`
SELECT id_a, id_b FROM a_2_b WHERE id_a = IN (1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26.27,28,29,30);
That technique has generally fixed a lot of bottlenecks for us.
However I can't wrap my head around structuring it so that I can apply a limit based on the column -- so that I only get 5 records per id_a.
The table has columns that I would use for ordering in the future, but I'm fine with just getting random values right now .
Can anyone offer some suggestions? Thanks in advance.
Hi,
I had exactly the same problem some time ago and came up with this:
select * from (
select *, rank() over (partition by id_a order by id_b) as r
from a_to_b where id_a in (1, 2)
) as subsel where r <= 5;
Note the ordering is already there (by id_b), you can pick other columns
of course).
It looks a bit complicated, though. If anybody knows a more
straitforward way I'd be glad to hear it :)
Bye,
Chris.
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