PostgreSQL 7.4.8 on i486-pc-linux-gnu, Debian Reading: http://www.postgresql.org/docs/8.0/static/performance-tips.html I'm just starting to look at query plans, and I'm not understanding a few things. I don't have that many questions, but I'm including my examples below, so it's a bit long. First table is "class" (as in a class taught at a school) and has an indexed column "class_time" as timestamp(0) with time zone. First question is why the planner is not using an index scan when I use "now()" or CURRENT_TIMESTAMP? EXPLAIN ANALYZE select id from class where class_time > now(); QUERY PLAN ---------------------------------------------------------------------------------------------------------- Seq Scan on "class" (cost=0.00..655.62 rows=414 width=4) (actual time=213.327..288.407 rows=28 loops=1) Filter: (class_time > now()) EXPLAIN ANALYZE select id from class where class_time > now()::timestamp(0) with time zone; QUERY PLAN ------------------------------------------------------------------------------------------------------ Seq Scan on "class" (cost=0.00..658.72 rows=414 width=4) (actual time=2.065..5.251 rows=28 loops=1) Filter: (class_time > (now())::timestamp(0) with time zone) At first I thought the planner was related to the ration of rows the planner was expecting to return to the total number of rows. But using < or > uses a a scan. But if I do "class_time = now()" then it uses an Index Scan. But, if I specify the timestamp then it always uses an Index Scan: select now()::timestamp(0) with time zone; now ------------------------ 2005-09-16 06:44:10-07 EXPLAIN ANALYZE select id from class where class_time > '2005-09-16 06:44:10-07'; QUERY PLAN -------------------------------------------------------------------------------------------------------------------------------------- Index Scan using class_class_time_index on "class" (cost=0.00..191.17 rows=50 width=4) (actual time=66.072..66.248 rows=28 loops=1) Index Cond: (class_time > '2005-09-16 06:44:10-07'::timestamp with time zone) Ok now on to the second question. I have two other related tables. First, I have a table "person" which you can guess what it holds. And a link table instructors (a class can have more than one instructor): \d instructors Table "public.instructors" Column | Type | Modifiers --------+---------+----------- person | integer | not null class | integer | not null Indexes: "instructors_pkey" primary key, btree (person, "class") "instructors_class_index" btree ("class") "instructors_person_index" btree (person) Foreign-key constraints: "$2" FOREIGN KEY ("class") REFERENCES "class"(id) "$1" FOREIGN KEY (person) REFERENCES person(id) I want to find out who is teaching classes in the future: EXPLAIN ANALYZE select person, class from instructors where instructors.class in (select class.id from class where class_time > now()); QUERY PLAN -------------------------------------------------------------------------------------------------------------------- Hash IN Join (cost=656.65..687.64 rows=437 width=8) (actual time=31.741..33.443 rows=29 loops=1) Hash Cond: ("outer"."class" = "inner".id) -> Seq Scan on instructors (cost=0.00..20.08 rows=1308 width=8) (actual time=0.057..1.433 rows=1308 loops=1) -> Hash (cost=655.62..655.62 rows=414 width=4) (actual time=30.963..30.963 rows=0 loops=1) -> Seq Scan on "class" (cost=0.00..655.62 rows=414 width=4) (actual time=18.716..30.892 rows=28 loops=1) Filter: (class_time > now()) Perhaps I'm reading that incorrectly, but the sub-select is returning 28 rows of "class.id". Then why is it doing a Seq Scan on instructors instead of an index scan? If I innumerate all 28 classes I get an Index Scan. Finally, not really a question, but my goal is to show a count of classes taught by each in instructor. Perhaps there's a better query? EXPLAIN select person, first_name, count(class) from instructors, person where instructors.class in (select id from class where class_time > now() ) AND person.id = instructors.person group by person, first_name; QUERY PLAN ---------------------------------------------------------------------------------------------- HashAggregate (cost=734.06..735.15 rows=437 width=17) -> Merge Join (cost=706.81..730.78 rows=437 width=17) Merge Cond: ("outer".id = "inner".person) -> Index Scan using person_pkey on person (cost=0.00..1703.82 rows=12246 width=13) -> Sort (cost=706.81..707.90 rows=437 width=8) Sort Key: instructors.person -> Hash IN Join (cost=656.65..687.64 rows=437 width=8) Hash Cond: ("outer"."class" = "inner".id) -> Seq Scan on instructors (cost=0.00..20.08 rows=1308 width=8) -> Hash (cost=655.62..655.62 rows=414 width=4) -> Seq Scan on "class" (cost=0.00..655.62 rows=414 width=4) Filter: (class_time > now()) -- Bill Moseley moseley@xxxxxxxx ---------------------------(end of broadcast)--------------------------- TIP 2: Don't 'kill -9' the postmaster