Order by and index

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От Mladen Gogala
Тема Order by and index
Дата
Msg-id 4C783C92.5040407@vmsinfo.com
обсуждение исходный текст
Ответы Re: Order by and index  (Josh Kupershmidt <schmiddy@gmail.com>)
Список pgsql-novice
It looks like the Postgres optimizer cannot use indexes for "order by"
conditions. The query that made me conclude this, looks like this:

explain analyze
select "document#" from moreover_documents
where created_at<TIMESTAMP '2010-07-01'
order by "document#"
limit 10;

The plan looks like this:
   QUERY
PLAN


------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
 Limit  (cost=280833.01..280833.03 rows=10 width=8) (actual
time=2335.322..2335.325 rows=10 loops=1)
   ->  Sort  (cost=280833.01..285481.01 rows=1859200 width=8) (actual
time=2335.320..2335.321 rows=10 loops=1)
         Sort Key: moreover.moreover_documents."document#"
         Sort Method:  top-N heapsort  Memory: 25kB
         ->  Result  (cost=0.00..240656.36 rows=1859200 width=8) (actual
time=0.022..1980.176 rows=1857510 loops=1)
               ->  Append  (cost=0.00..240656.36 rows=1859200 width=8)
(actual time=0.021..1683.461 rows=1857510 loops=1)
                     ->  Seq Scan on moreover_documents
(cost=0.00..10.25 rows=7 width=8) (actual time=0.001..0.001 rows=0 loops=1)
                           Filter: (created_at < '2010-07-01
00:00:00'::timestamp without time zone)
                     ->  Seq Scan on moreover_documents_y2010m06
moreover_documents  (cost=0.00..240646.11 rows=1859193 width=8) (actual
time=0.020..1436.262 rows=1857510 loops=1)
                           Filter: (created_at < '2010-07-01
00:00:00'::timestamp without time zone)
 Total runtime: 2335.364 ms
(11 rows)


Column "document#" is the primary key and will be renamed to
"document_id" before the project enters the production phase.  And there
is the catch: I am accessing only the primary key, which is, of course,
indexed by a B*tree index. Data set in the B*tree index is sorted, by
virtue of the underlying mathematical structure which is, not
surprisingly, known as B*tree. So, this query can be resolved by using
index blocks only and reading them in order.  The plan, however, says
something else. The database is doing heap sort and sequential scan. The
source database can use index quite well:

SQL> set autotrace on explain;
SQL> select document# from (
  2  select document# from moreover_documents
  3  order by document#)
  4  where rownum<=10;

 DOCUMENT#
----------
 927598124
 927598126
 927598128
 927598130
 927598132
 927598134
 927598136
 927598138
 927598140
 927598142

10 rows selected.


Execution Plan
----------------------------------------------------------
   0      SELECT STATEMENT Optimizer=CHOOSE (Cost=2 Card=10 Bytes=130)
   1    0   COUNT (STOPKEY)
   2    1     VIEW (Cost=2 Card=31829315 Bytes=413781095)
   3    2    INDEX (FULL SCAN) OF 'MOREOVER_DOCUMENTS_PK' (UNIQUE)
      (Cost=1 Card=31829315 Bytes=190975890)


I am nitpicking because my application developers are used to that
possibility and have created several indexes with the explicit purpose
of helping them with "order by" clause. I know that the version 9 does
resolve "max" and "min" using index. This should not be that hard to do,
either. Would it be presumptuous from me to expect something like this
in Postgres 9.1? What is actually needed is a the "index full scan"
access method, which can be used when all of the columns in the select
list are indexed. The difference in speed is quite significant:

news=# set search_path=moreover;
SET
news=# \timing
Timing is on.
news=# select "document#" from moreover_documents
news-# where created_at<TIMESTAMP '2010-07-01'
news-# order by "document#"
news-# limit 10;
 document#
-----------
 927598124
 927598126
 927598128
 927598130
 927598132
 927598134
 927598136
 927598138
 927598140
 927598142
(10 rows)

Time: 1594.013 ms
news=#

The other database is almost 5 times faster:

SQL> set timing on
SQL> select document# from (
  2  select document# from moreover_documents
  3  order by document#)
  4  where rownum<=10;

 DOCUMENT#
----------
 927598124
 927598126
 927598128
 927598130
 927598132
 927598134
 927598136
 927598138
 927598140
 927598142

10 rows selected.

Elapsed: 00:00:00.32



--

Mladen Gogala
Sr. Oracle DBA
1500 Broadway
New York, NY 10036
(212) 329-5251
http://www.vmsinfo.com
The Leader in Integrated Media Intelligence Solutions




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