Le 2012-10-09 à 17:38, Shane Hathaway a écrit : > Hello, > > The database has a text index of around 200,000 documents. Investigation revealed that text queries are slow only when using ts_rank or ts_rank_cd. Without a ts_rank function, any query is answered within 200ms or so; with ts_rank function, queries take up to 30 seconds. Deeper investigation using gprof showed that the problem is probably not ts_rank or ts_rank_cd, but the fact that those functions retrieve thousands of TOASTed tsvectors. Is the query perhaps doing something like this: SELECT ... FROM table WHERE tsvectorcol @@ plainto_tsquery('...') ORDER BY ts_rank(...) If so, ts_rank() is run for every document. What you should do instead is: SELECT * FROM ( SELECT ... FROM table WHERE tsvectorcol @@ plainto_tsquery('...')) AS t1 ORDER BY ts_rank(...) Notice the ts_rank() is on the outer query, which means it'll only run on the subset of documents which match the query. This is explicitly mentioned in the docs: """Ranking can be expensive since it requires consulting the tsvector of each matching document, which can be I/O bound and therefore slow. Unfortunately, it is almost impossible to avoid since practical queries often result in large numbers of matches.""" (last paragraph of) http://www.postgresql.org/docs/current/static/textsearch-controls.html#TEXTSEARCH-RANKING Hope that helps! François Beausoleil -- Sent via pgsql-performance mailing list (pgsql-performance@xxxxxxxxxxxxxx) To make changes to your subscription: http://www.postgresql.org/mailpref/pgsql-performance