Hello,
I'm running into performance issues with various queries on a
PostgreSQL database (of books). I'm having trouble understanding the
thinking behind the query planner in this scenario:
http://dpaste.com/hold/80101/
(also attached at bottom of email)
Relation sizes:
dimension_books: 1998766 rows
dimension_library_books: 10397943 rows
Version: PostgreSQL 8.3.3 on x86_64-pc-linux-gnu, compiled by GCC cc
(GCC) 4.2.3 (Ubuntu 4.2.3-2ubuntu7)
Why does the query planner change when adding OFFSET? Is there a way
to force it to use the first plan? The second plan is relatively
slower than the first. I've run ANALYZE recently and played around
with different sets of indexes, but I believe my knowledge here is
limited.
count() is equally as slow (SELECT count(DISTINCT
"dimension_book"."call")...). Eventually I want to paginate the
results, kind of like the PostgreSQL Archive search:
Results 1-20 of more than 1000.
Searching in 706,529 pages took 0.13221 seconds.
Result pages: 1 2 3 4 5 6 7 8 9 10 11 ... Next
I assume it implements something something along these lines?
Thanks,
colin
/******************************************************
Table "public.dimension_library_books"
Column | Type | Modifiers
------------+---------
+----------------------------------------------------------------------
id | integer | not null default
nextval('dimension_library_books_id_seq'::regclass)
book_id | integer | not null
library_id | integer | not null
Indexes:
"dimension_library_books_pkey" PRIMARY KEY, btree (id)
"dimension_library_books_book_id" btree (book_id)
"dimension_library_books_library_id" btree (library_id)
Foreign-key constraints:
"dimension_library_books_book_id_fkey" FOREIGN KEY (book_id)
REFERENCES dimension_book(id) DEFERRABLE INITIALLY DEFERRED
"dimension_library_books_library_id_fkey" FOREIGN KEY
(library_id) REFERENCES dimension_library(id) DEFERRABLE INITIALLY
DEFERRED
Table "public.dimension_book"
Column | Type | Modifiers
----------+------------------------
+-------------------------------------------------------------
id | integer | not null default
nextval('dimension_book_id_seq'::regclass)
acno | character varying(255) |
title | character varying(255) |
allusage | double precision |
dousage | double precision |
comusage | double precision |
year | integer |
language | character varying(255) |
bclass | character varying(255) |
call | character varying(255) | not null
Indexes:
"dimension_book_pkey" PRIMARY KEY, btree (id)
"call_idx" btree (call)
******************************************************/
dimension=# EXPLAIN ANALYZE
SELECT DISTINCT ON ("dimension_book"."call")
"dimension_book"."title"
FROM "dimension_book"
INNER JOIN "dimension_library_books"
ON ("dimension_book"."id" =
"dimension_library_books"."book_id")
WHERE ("dimension_book"."call" >= 'PA0000'
AND "dimension_library_books"."library_id" IN (12,15,20))
ORDER BY "dimension_book"."call" ASC
LIMIT 10;
QUERY
PLAN
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Limit (cost=0.00..19141.37 rows=10 width=105) (actual
time=0.349..1.874 rows=10 loops=1)
-> Unique (cost=0.00..15389657.66 rows=8040 width=105) (actual
time=0.348..1.865 rows=10 loops=1)
-> Nested Loop (cost=0.00..15389443.94 rows=85489
width=105) (actual time=0.344..1.832 rows=14 loops=1)
-> Index Scan using call_idx on dimension_book
(cost=0.00..311156.04 rows=806644 width=105) (actual time=0.118..0.452
rows=133 loops=1)
Index Cond: ((call)::text >= 'PA0000'::text)
-> Index Scan using dimension_library_books_book_id
on dimension_library_books (cost=0.00..18.61 rows=7 width=4) (actual
time=0.009..0.009 rows=0 loops=133)
Index Cond: (dimension_library_books.book_id =
dimension_book.id)
Filter: (dimension_library_books.library_id =
ANY ('{12,15,20}'::integer[]))
Total runtime: 1.947 ms
(9 rows)
Time: 3.157 ms
dimension=# EXPLAIN ANALYZE
SELECT DISTINCT ON ("dimension_book"."call")
"dimension_book"."title"
FROM "dimension_book"
INNER JOIN "dimension_library_books"
ON ("dimension_book"."id" =
"dimension_library_books"."book_id")
WHERE ("dimension_book"."call" >= 'PA0000'
AND "dimension_library_books"."library_id" IN (12,15,20))
ORDER BY "dimension_book"."call" ASC
LIMIT 10 OFFSET 100;
QUERY
PLAN
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Limit (cost=137122.20..137122.73 rows=10 width=105) (actual
time=3428.164..3428.180 rows=10 loops=1)
-> Unique (cost=137116.88..137544.33 rows=8040 width=105)
(actual time=3427.981..3428.159 rows=110 loops=1)
-> Sort (cost=137116.88..137330.60 rows=85489 width=105)
(actual time=3427.978..3428.039 rows=212 loops=1)
Sort Key: dimension_book.call
Sort Method: quicksort Memory: 34844kB
-> Hash Join (cost=71699.90..133790.78 rows=85489
width=105) (actual time=1676.993..2624.015 rows=167419 loops=1)
Hash Cond: (dimension_library_books.book_id =
dimension_book.id)
-> Bitmap Heap Scan on dimension_library_books
(cost=3951.25..63069.35 rows=211789 width=4) (actual
time=112.627..581.554 rows=426156 loops=1)
Recheck Cond: (library_id = ANY
('{12,15,20}'::integer[]))
-> Bitmap Index Scan on
dimension_library_books_library_id (cost=0.00..3898.30 rows=211789
width=0) (actual time=95.030..95.030 rows=426156 loops=1)
Index Cond: (library_id = ANY
('{12,15,20}'::integer[]))
-> Hash (cost=57665.60..57665.60 rows=806644
width=105) (actual time=1484.803..1484.803 rows=799876 loops=1)
-> Seq Scan on dimension_book
(cost=0.00..57665.60 rows=806644 width=105) (actual
time=37.391..1028.518 rows=799876 loops=1)
Filter: ((call)::text >=
'PA0000'::text)
Total runtime: 3446.154 ms
(15 rows)
Time: 3447.396 ms
--
Colin Copeland
Caktus Consulting Group, LLC
P.O. Box 1454
Carrboro, NC 27510
(919) 951-0052
http://www.caktusgroup.com
