Hi,
we experience some strange performance problems, we've already found a
workaround for us, but are curious if it's a known problem of the optimizer.
Tested with the following Postgres Version: 8.2.15 and 8.3.9
AUTOVACUUM is enabled, explicit VACUUM and REINDEX both tables and the
whole DB.
effective_cache_size = 3096MB
default_statistics_target = 100
shared_buffers = 1024MB
work_mem = 64MB
Table Schema:
Table "click"
Column | Type | Modifiers
-----------------+---------+-----------
click_id | integer | not null
member_id | integer |
link_id | integer |
click_timestamp | bigint |
remote_host | text |
user_agent | text |
Indexes:
"click_pkey" PRIMARY KEY, btree (click_id)
"idx_click_1" btree (link_id)
"idx_click_2" btree (click_timestamp)
Table "link"
Column | Type | Modifiers
------------+---------+-----------
link_id | integer | not null
link_url | text |
task_id | integer |
link_type | integer |
action_id | integer |
link_alias | text |
deleted | boolean |
deletable | boolean |
Indexes:
"link_pkey" PRIMARY KEY, btree (link_id)
"idx_link_1" btree (task_id)
Rows in click table contains: 22874089
Rows in link table contains: 4220601
The following query is slow when index scan is enabled:
SELECT
link.link_alias,link.link_type,COUNT(click.click_id),COUNT(distinct
click.member_id) FROM link LEFT JOIN click ON link.link_id=click.link_id
WHERE (link.link_type=8 OR link.link_type=9) AND link.task_id=1556 AND
(link.deletable IS NULL OR link.deletable=false)GROUP BY
link.link_type,link.link_alias LIMIT 1000
Explain with index scan enabled:
explain analyze SELECT
link.link_alias,link.link_type,COUNT(click.click_id),COUNT(distinct
click.member_id) FROM link LEFT JOIN click ON link.link_id=click.link_id
WHERE (link.link_type=8 OR link.link_type=9) AND link.task_id=1556 AND
(link.deletable IS NULL OR link.deletable=false)GROUP BY
link.link_type,link.link_alias LIMIT 1000;
QUERY PLAN
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Limit (cost=1416936.47..1417849.48 rows=1 width=30) (actual
time=277062.951..277073.144 rows=12 loops=1)
-> GroupAggregate (cost=1416936.47..1417849.48 rows=1 width=30)
(actual time=277062.949..277073.126 rows=12 loops=1)
-> Sort (cost=1416936.47..1417119.07 rows=73040 width=30)
(actual time=277062.820..277066.219 rows=6445 loops=1)
Sort Key: link.link_type, link.link_alias
Sort Method: quicksort Memory: 696kB
-> Merge Right Join (cost=1604.91..1411036.15
rows=73040 width=30) (actual time=277027.644..277050.946 rows=6445 loops=1)
Merge Cond: (click.link_id = link.link_id)
-> Index Scan using idx_click_1 on click
(cost=0.00..1351150.42 rows=22874088 width=12) (actual
time=6.915..263327.439 rows=22409997 loops=1)
-> Sort (cost=1604.91..1638.61 rows=13477
width=26) (actual time=12.172..15.640 rows=6445 loops=1)
Sort Key: link.link_id
Sort Method: quicksort Memory: 33kB
-> Index Scan using idx_link_1 on link
(cost=0.00..680.51 rows=13477 width=26) (actual time=5.707..12.043
rows=126 loops=1)
Index Cond: (task_id = 1556)
Filter: (((deletable IS NULL) OR (NOT
deletable)) AND ((link_type = 8) OR (link_type = 9)))
Total runtime: 277082.204 ms
(15 rows)
Explain with "set enable_indexscan=false;"
explain analyze SELECT
link.link_alias,link.link_type,COUNT(click.click_id),COUNT(distinct
click.member_id) FROM link LEFT JOIN click ON link.link_id=click.link_id
WHERE (link.link_type=8 OR link.link_type=9) AND link.task_id=1556 AND
(link.deletable IS NULL OR link.deletable=false)GROUP BY
link.link_type,link.link_alias LIMIT 1000;
QUERY PLAN
--------------------------------------------------------------------------------------------------------------------------------------------------------------
Limit (cost=2577764.28..2578677.29 rows=1 width=30) (actual
time=51713.324..51723.517 rows=12 loops=1)
-> GroupAggregate (cost=2577764.28..2578677.29 rows=1 width=30)
(actual time=51713.322..51723.499 rows=12 loops=1)
-> Sort (cost=2577764.28..2577946.88 rows=73040 width=30)
(actual time=51713.191..51716.600 rows=6445 loops=1)
Sort Key: link.link_type, link.link_alias
Sort Method: quicksort Memory: 696kB
-> Hash Left Join (cost=1140942.18..2571863.96
rows=73040 width=30) (actual time=45276.194..51702.053 rows=6445 loops=1)
Hash Cond: (link.link_id = click.link_id)
-> Bitmap Heap Scan on link
(cost=253.20..34058.86 rows=13477 width=26) (actual time=0.044..0.168
rows=126 loops=1)
Recheck Cond: (task_id = 1556)
Filter: (((deletable IS NULL) OR (NOT
deletable)) AND ((link_type = 8) OR (link_type = 9)))
-> Bitmap Index Scan on idx_link_1
(cost=0.00..249.83 rows=13482 width=0) (actual time=0.030..0.030
rows=128 loops=1)
Index Cond: (task_id = 1556)
-> Hash (cost=743072.88..743072.88 rows=22874088
width=12) (actual time=45274.316..45274.316 rows=22874089 loops=1)
-> Seq Scan on click (cost=0.00..743072.88
rows=22874088 width=12) (actual time=0.024..17333.860 rows=22874089 loops=1)
Total runtime: 51728.643 ms
(15 rows)
We can't drop the index, because all other queries on the click table
are 10-100 times faster if index is enabled.
We have worked around with following SQL to emulate the LEFT JOIN, which
returns the same result.
explain analyze SELECT
link.link_alias,link.link_type,COUNT(click.click_id),COUNT(distinct
click.member_id) FROM link JOIN click ON link.link_id=click.link_id
WHERE (link.link_type=8 OR link.link_type=9) AND link.task_id=1556 AND
(link.deletable IS NULL OR link.deletable=false)GROUP BY
link.link_type,link.link_alias
UNION SELECT link_alias,link_type,0,0 from link where (link_type=8 OR
link_type=9) AND task_id=1556 AND (deletable IS NULL OR deletable=false)
and link_alias not in ( SELECT link.link_alias FROM link JOIN click ON
link.link_id=click.link_id WHERE (link.link_type=8 OR link.link_type=9)
AND link.task_id=1556 AND (link.deletable IS NULL OR
link.deletable=false)) GROUP BY link_type,link_alias LIMIT 1000;
QUERY PLAN
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Limit (cost=2011715.37..2011715.40 rows=2 width=30) (actual
time=56449.978..56450.016 rows=12 loops=1)
-> Unique (cost=2011715.37..2011715.40 rows=2 width=30) (actual
time=56449.974..56449.995 rows=12 loops=1)
-> Sort (cost=2011715.37..2011715.38 rows=2 width=30)
(actual time=56449.972..56449.978 rows=12 loops=1)
Sort Key: link.link_alias, link.link_type,
(count(click.click_id)), (count(DISTINCT click.member_id))
Sort Method: quicksort Memory: 25kB
-> Append (cost=1007886.06..2011715.36 rows=2
width=30) (actual time=28207.665..56449.932 rows=12 loops=1)
-> GroupAggregate (cost=1007886.06..1008799.08
rows=1 width=30) (actual time=28207.664..28217.739 rows=11 loops=1)
-> Sort (cost=1007886.06..1008068.66
rows=73040 width=30) (actual time=28207.562..28210.936 rows=6369 loops=1)
Sort Key: link.link_type, link.link_alias
Sort Method: quicksort Memory: 690kB
-> Hash Join
(cost=848.97..1001985.74 rows=73040 width=30) (actual
time=11933.222..28196.805 rows=6369 loops=1)
Hash Cond: (click.link_id =
link.link_id)
-> Seq Scan on click
(cost=0.00..743072.88 rows=22874088 width=12) (actual
time=0.030..14572.729 rows=22874089 loops=1)
-> Hash (cost=680.51..680.51
rows=13477 width=26) (actual time=0.248..0.248 rows=126 loops=1)
-> Index Scan using
idx_link_1 on link (cost=0.00..680.51 rows=13477 width=26) (actual
time=0.025..0.143 rows=126 loops=1)
Index Cond: (task_id
= 1556)
Filter: (((deletable
IS NULL) OR (NOT deletable)) AND ((link_type = 8) OR (link_type = 9)))
-> Subquery Scan "*SELECT* 2"
(cost=1002916.26..1002916.28 rows=1 width=22) (actual
time=28232.176..28232.178 rows=1 loops=1)
-> HashAggregate
(cost=1002916.26..1002916.27 rows=1 width=22) (actual
time=28232.161..28232.162 rows=1 loops=1)
-> Index Scan using idx_link_1 on
link (cost=1002168.34..1002882.56 rows=6739 width=22) (actual
time=28232.077..28232.147 rows=1 loops=1)
Index Cond: (task_id = 1556)
Filter: (((deletable IS NULL) OR
(NOT deletable)) AND (NOT (hashed subplan)) AND ((link_type = 8) OR
(link_type = 9)))
SubPlan
-> Hash Join
(cost=848.97..1001985.74 rows=73040 width=18) (actual
time=11931.673..28226.561 rows=6369 loops=1)
Hash Cond:
(click.link_id = link.link_id)
-> Seq Scan on click
(cost=0.00..743072.88 rows=22874088 width=4) (actual
time=0.022..14581.208 rows=22874089 loops=1)
-> Hash
(cost=680.51..680.51 rows=13477 width=22) (actual time=0.240..0.240
rows=126 loops=1)
-> Index Scan
using idx_link_1 on link (cost=0.00..680.51 rows=13477 width=22)
(actual time=0.015..0.131 rows=126 loops=1)
Index Cond:
(task_id = 1556)
Filter:
(((deletable IS NULL) OR (NOT deletable)) AND ((link_type = 8) OR
(link_type = 9)))
Total runtime: 56450.254 ms
(31 rows)
Ciao,
Michael
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