>>>>> "AF" == Alexander Farber <alexander.farber@xxxxxxxxx> writes: AF> Here are the only modified settings in postgresql.conf: AF> max_connections = 120 # (change requires restart) AF> work_mem = 8MB # min 64kB AF> maintenance_work_mem = 128MB # min 1MB AF> 90% of the backend source code are JSON-emitting stored functions AF> and there is one function which is the main core of the game and is AF> a SELECT query over 7 tables. AF> It is called for every Websocket-connected client and delivers a AF> JSON list of active games for the player. AF> Until recently the query needed 1-2 seconds for completion, That seems slow in itself, even before adding the extra join - the explain suggests that you're both short on indexes and you're getting pretty bad plans, possibly due to exceeding join_collapse_limit. (You might try increasing that in your config, along with from_collapse_limit; the default values are a legacy of the days when CPUs were much slower and planning time more of an issue.) AF> but after I have added a LEFT JOIN with the following table, the AF> query takes 7-10 seconds for completion and makes the game AF> unpleasant to play: AF> # \d words_geoip; AF> Table "public.words_geoip" AF> Column | Type | Collation | Nullable | Default AF> --------+------------------+-----------+----------+--------- AF> block | inet | | not null | AF> lat | double precision | | | AF> lng | double precision | | | AF> Indexes: AF> "words_geoip_pkey" PRIMARY KEY, btree (block) And here's yet another missing index, resulting in your query having to process and discard 27 million rows in the course of generating a result of only 9 rows: Join Filter: (CASE WHEN (g.player1 = 5) THEN u2.ip ELSE u1.ip END << i2.block) Rows Removed by Join Filter: 27660682 (you probably wanted <<= rather than << as that comparison, if there's any chance your geoip table might have entries for single IPs) Fortunately, this being pg10, you can use either of these indexes: CREATE INDEX ON words_geoip USING gist (block inet_ops); or CREATE INDEX ON words_geoip USING spgist (block); As for the rest of the query, here are places you could probably work on: AF> LEFT JOIN words_moves m ON m.gid = g.gid AF> AND NOT EXISTS (SELECT 1 AF> FROM words_moves m2 AF> WHERE m2.gid = m.gid AF> AND m2.played > m.played) Whar you're asking for here is that the words_moves row that you're joining not have a matching row with a larger "played" value. You can do this far more efficiently with a lateral join, given the right index. AF> LEFT JOIN words_social s1 ON s1.uid = 5 AF> AND NOT EXISTS (SELECT 1 AF> FROM words_social s AF> WHERE s1.uid = s.uid AF> AND s.stamp > s1.stamp) AF> LEFT JOIN words_social s2 ON s2.uid = (CASE WHEN g.player1 = 5 THEN AF> g.player2 ELSE g.player1 END) AF> AND NOT EXISTS (SELECT 1 AF> FROM words_social s AF> WHERE s2.uid = s.uid AF> AND s.stamp > s2.stamp) Similar considerations apply to both of the above. AF> WHERE 5 IN (g.player1, g.player2) AF> AND (g.finished IS NULL OR g.finished > CURRENT_TIMESTAMP - INTERVAL '1 AF> day'); This WHERE clause could be written as WHERE 5 IN (g.player1, g.player2) AND coalesce(g.finished,'infinity') > (current_timestamp - interval '1 day') and you could then create the following indexes, CREATE INDEX ON words_games (player1, coalesce(finished,'infinity')); CREATE INDEX ON words_games (player2, coalesce(finished,'infinity')); which should get you a BitmapOr plan for that condition. AF> I have also asked my question at [dba.stack] If you ask questions like this on the IRC channel (#postgresql on chat.freenode.net - see http://freenode.net for info or web-based client access), you can usually get feedback in real time (I rarely answer performance questions in email because getting responses just takes too long). You may have to be patient. -- Andrew (irc:RhodiumToad)