efficiency of wildcards at both ends

Started by Sam Z Jalmost 14 years ago12 messagesgeneral
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#1Sam Z J
sammyjiang721@gmail.com

Hi all

I'm curious how is wildcards at both ends implemented, e.g. LIKE '%str%'
How efficient is it if that's the only search criteria against a large
table? how much does indexing the column help and roughly how much more
space is needed for the index?

if the answers are too long, please point me to the relavant text =D

thanks

--
Zhongshi (Sam) Jiang
sammyjiang721@gmail.com

#2Lonni J Friedman
netllama@gmail.com
In reply to: Sam Z J (#1)
Re: efficiency of wildcards at both ends

On Wed, Jun 20, 2012 at 10:10 AM, Sam Z J <sammyjiang721@gmail.com> wrote:

Hi all

I'm curious how is wildcards at both ends implemented, e.g. LIKE '%str%'
How efficient is it if that's the only search criteria against a large
table? how much does indexing the column help and roughly how much more
space is needed for the index?

if the answers are too long, please point me to the relavant text =D

My limited understanding is that any time you need to resort to using
wildcards, indices are never used, and you're falling back to using
the inefficient table scan.

#3Andy Colson
andy@squeakycode.net
In reply to: Sam Z J (#1)
Re: efficiency of wildcards at both ends

On 6/20/2012 12:10 PM, Sam Z J wrote:

Hi all

I'm curious how is wildcards at both ends implemented, e.g. LIKE '%str%'
How efficient is it if that's the only search criteria against a large
table? how much does indexing the column help and roughly how much more
space is needed for the index?

if the answers are too long, please point me to the relavant text =D

thanks

--
Zhongshi (Sam) Jiang
sammyjiang721@gmail.com <mailto:sammyjiang721@gmail.com>

An index will not be used for that kind of search. PG will scan the
entire table to find matches. PG can only use an index if you have a
search LIKE 'str%'

There are options like full text search, and pg_trgm that you might be
able to use.

-Andy

#4Edson Richter
edsonrichter@hotmail.com
In reply to: Sam Z J (#1)
Re: efficiency of wildcards at both ends

AFAIK, wildcards at both ends are not optimized at all, unless you use
some sort of specialized index (may be Gist or FullText).
Until 9.1 there is no such "Index Scan" feature, that would help (very
little).
Other databases (like MS SQL Server) solve this kind of query by
executing an Index Scan, then merge join with rest of the query.

This is all I know about LIKE optimization in PostgreSQL:

LIKE 'str%' -> optimized by normal indexes
LIKE '%str%' -> not optimized. You can use FullText, but then your
wildcards will have to change to something not SQL-standard compatible
solution...
LIKE '%str' -> can be optimized if you create index with column content
reversed then query reversed as well. See code below for details.

How did I optimized "%str" queries (code implemented with help from the
PgSql community):

CREATE OR REPLACE FUNCTION reverse(input character varying)
RETURNS character varying AS
$BODY$
DECLARE
result character varying = '';
i int;
BEGIN
FOR i IN 1..length(input) BY 2 LOOP
result = substr(input,i+1,1) || substr(input,i,1) || result;
END LOOP;
RETURN result;
END$BODY$
LANGUAGE plpgsql IMMUTABLE STRICT
COST 100;
create index idx on tb1 (reverse(nome));
select * from tb1 where reverse(nome) like reverse('%RICHTER');

Regards,

Edson.

Em 20/06/2012 14:10, Sam Z J escreveu:

Show quoted text

Hi all

I'm curious how is wildcards at both ends implemented, e.g. LIKE '%str%'
How efficient is it if that's the only search criteria against a large
table? how much does indexing the column help and roughly how much
more space is needed for the index?

if the answers are too long, please point me to the relavant text =D

thanks

--
Zhongshi (Sam) Jiang
sammyjiang721@gmail.com <mailto:sammyjiang721@gmail.com>

#5Edson Richter
edsonrichter@hotmail.com
In reply to: Edson Richter (#4)
Re: efficiency of wildcards at both ends

Just ocurred to me that would be possible to create some sort of
"hybrid" solution...

create index idx1 on tb1 (nome);
create index idx2 on tb1 (reverse(nome));

select * from tb1
where nome like 'CARLOS%' or reverse(nome) like reverse('%CARLOS')

Should return same results as
select * from tb1
where nome like '%CARLOS%'

I supposed that this hybrid solution will be optmized by the indexes
(but at what cost?).

Can some PostgreSQL expert tell if this assumption is right? Would be
possible to have PostgreSQL doing that automatically? Something like

create index idx1 on tb1 (nome) with options (optimize wildcards);
select * from tb1 where nome like '%CARLOS%';

and then this get expanded as the example above? Then, what happens with
the following query:

select * from tb1 where nome like '%CARLOS%ERICKSSON%';

?

Edson

Em 20/06/2012 14:28, Edson Richter escreveu:

Show quoted text

AFAIK, wildcards at both ends are not optimized at all, unless you use
some sort of specialized index (may be Gist or FullText).
Until 9.1 there is no such "Index Scan" feature, that would help (very
little).
Other databases (like MS SQL Server) solve this kind of query by
executing an Index Scan, then merge join with rest of the query.

This is all I know about LIKE optimization in PostgreSQL:

LIKE 'str%' -> optimized by normal indexes
LIKE '%str%' -> not optimized. You can use FullText, but then your
wildcards will have to change to something not SQL-standard compatible
solution...
LIKE '%str' -> can be optimized if you create index with column
content reversed then query reversed as well. See code below for details.

How did I optimized "%str" queries (code implemented with help from
the PgSql community):

CREATE OR REPLACE FUNCTION reverse(input character varying)
RETURNS character varying AS
$BODY$
DECLARE
result character varying = '';
i int;
BEGIN
FOR i IN 1..length(input) BY 2 LOOP
result = substr(input,i+1,1) || substr(input,i,1) || result;
END LOOP;
RETURN result;
END$BODY$
LANGUAGE plpgsql IMMUTABLE STRICT
COST 100;
create index idx on tb1 (reverse(nome));
select * from tb1 where reverse(nome) like reverse('%RICHTER');

Regards,

Edson.

Em 20/06/2012 14:10, Sam Z J escreveu:

Hi all

I'm curious how is wildcards at both ends implemented, e.g. LIKE '%str%'
How efficient is it if that's the only search criteria against a
large table? how much does indexing the column help and roughly how
much more space is needed for the index?

if the answers are too long, please point me to the relavant text =D

thanks

--
Zhongshi (Sam) Jiang
sammyjiang721@gmail.com <mailto:sammyjiang721@gmail.com>

#6Alan Hodgson
ahodgson@simkin.ca
In reply to: Sam Z J (#1)
Re: efficiency of wildcards at both ends

On Wednesday, June 20, 2012 01:10:03 PM Sam Z J wrote:

Hi all

I'm curious how is wildcards at both ends implemented, e.g. LIKE '%str%'
How efficient is it if that's the only search criteria against a large
table? how much does indexing the column help and roughly how much more
space is needed for the index?

Indexing helps not at all. If the search string starts with a wildcard you
will always get a sequential scan of the whole table.

Look at the full text search documentation for a better approach.

#7Sam Z J
sammyjiang721@gmail.com
In reply to: Alan Hodgson (#6)
Re: efficiency of wildcards at both ends

thank you all for the useful information =D

On Wed, Jun 20, 2012 at 1:39 PM, Alan Hodgson <ahodgson@simkin.ca> wrote:

On Wednesday, June 20, 2012 01:10:03 PM Sam Z J wrote:

Hi all

I'm curious how is wildcards at both ends implemented, e.g. LIKE '%str%'
How efficient is it if that's the only search criteria against a large
table? how much does indexing the column help and roughly how much more
space is needed for the index?

Indexing helps not at all. If the search string starts with a wildcard you
will always get a sequential scan of the whole table.

Look at the full text search documentation for a better approach.

--
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--
Zhongshi (Sam) Jiang
sammyjiang721@gmail.com

#8Thomas Kellerer
spam_eater@gmx.net
In reply to: Sam Z J (#1)
Re: efficiency of wildcards at both ends

Sam Z J wrote on 20.06.2012 19:10:

Hi all

I'm curious how is wildcards at both ends implemented, e.g. LIKE '%str%'
How efficient is it if that's the only search criteria against a large table? how much does indexing the column help and roughly how much more space is needed for the index?

if the answers are too long, please point me to the relavant text =D

Since 9.1 you can speed up such a query using a trigram index.

http://www.depesz.com/2011/02/19/waiting-for-9-1-faster-likeilike/
http://www.postgresonline.com/journal/archives/212-PostgreSQL-9.1-Trigrams-teaching-LIKE-and-ILIKE-new-tricks.html

Another option might be to use the wildspeed extension

http://www.sai.msu.su/~megera/wiki/wildspeed

(never used that myself though)

#9John R Pierce
pierce@hogranch.com
In reply to: Edson Richter (#5)
Re: efficiency of wildcards at both ends

On 06/20/12 10:37 AM, Edson Richter wrote:

select * from tb1
where nome like 'CARLOS%' or reverse(nome) like reverse('%CARLOS')

Should return same results as
select * from tb1
where nome like '%CARLOS%'

no, that won't match 'abcCARLOSxyx'

--
john r pierce N 37, W 122
santa cruz ca mid-left coast

#10Edson Richter
edsonrichter@hotmail.com
In reply to: John R Pierce (#9)
Re: efficiency of wildcards at both ends

Em 20/06/2012 15:03, John R Pierce escreveu:

On 06/20/12 10:37 AM, Edson Richter wrote:

select * from tb1
where nome like 'CARLOS%' or reverse(nome) like reverse('%CARLOS')

Should return same results as
select * from tb1
where nome like '%CARLOS%'

no, that won't match 'abcCARLOSxyx'

Perfect. I did not realized this case.

Thanks,

Edson.

#11Thomas Kellerer
spam_eater@gmx.net
In reply to: Alan Hodgson (#6)
Re: efficiency of wildcards at both ends

Alan Hodgson wrote on 20.06.2012 19:39:

I'm curious how is wildcards at both ends implemented, e.g. LIKE '%str%'
How efficient is it if that's the only search criteria against a large
table? how much does indexing the column help and roughly how much more
space is needed for the index?

Indexing helps not at all. If the search string starts with a wildcard you
will always get a sequential scan of the whole table.

Not necessarily: http://www.depesz.com/2011/02/19/waiting-for-9-1-faster-likeilike/

#12Jasen Betts
jasen@xnet.co.nz
In reply to: Sam Z J (#1)
Re: efficiency of wildcards at both ends

On 2012-06-20, Sam Z J <sammyjiang721@gmail.com> wrote:

--0016e6d999db24c4c704c2ea7a97
Content-Type: text/plain; charset=ISO-8859-1

Hi all

I'm curious how is wildcards at both ends implemented, e.g. LIKE '%str%'
How efficient is it if that's the only search criteria against a large
table? how much does indexing the column help

fulltextsearch can be abused with a custom lexer that fragments the string in every possible
way and that can be matched against, but not using LIKE.

Works OK on tables with tens of thaousands of rows haven't tried it on
larger rows.

--
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