query planning and partitioned tables - Mailing list pgsql-admin
From | Colton Smith |
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Subject | query planning and partitioned tables |
Date | |
Msg-id | 4385E663.6000305@skio.peachnet.edu Whole thread Raw |
Responses |
Re: query planning and partitioned tables
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List | pgsql-admin |
Hi: I have a 440 million row table that I'm attempting to partition. The table is named 'pressure' and holds pressure data from an undersea sensor measuring wave height. The sensor reports every half second. The partitions are named 'p0', 'p1' ... 'pN' and are divvied according to measurement date. See the following: Table "public.pressure" Column | Type | Modifiers ------------------+-----------------------------+--------------------------------------------------------------- pressure_id | integer | not null default nextval(('pressure_id_seq'::text)::regclass) row_entry_date | timestamp with time zone | sensor_id | integer | not null measurement_date | timestamp without time zone | pressure | double precision | Indexes: "pressure_pkey" PRIMARY KEY, btree (pressure_id) "pressure_measurement_date_index" btree (measurement_date) Foreign-key constraints: "sensor_id_exists" FOREIGN KEY (sensor_id) REFERENCES sensor(sensor_id) ON DELETE RESTRICT Tablespace: "diskvol2" Table "public.p0" Column | Type | Modifiers ------------------+-----------------------------+--------------------------------------------------------------- pressure_id | integer | not null default nextval(('pressure_id_seq'::text)::regclass) row_entry_date | timestamp with time zone | sensor_id | integer | not null measurement_date | timestamp without time zone | pressure | double precision | Indexes: "p0_pressure_id_index" UNIQUE, btree (pressure_id), tablespace "diskvol2" "p0_measurement_date_index" btree (measurement_date), tablespace "diskvol2" Check constraints: "p0_measurement_date_check" CHECK (measurement_date >= '1999-08-02 00:00:00'::timestamp without time zone AND measurement_date < '2000-01-06 00:00:00'::timestamp without time zone) Foreign-key constraints: "sensor_id_exists" FOREIGN KEY (sensor_id) REFERENCES sensor(sensor_id) ON DELETE RESTRICT Inherits: pressure Tablespace: "diskvol2" My question involves how the database performs the following queries: explain select max(measurement_date) from pressure; QUERY PLAN ----------------------------------------------------------------------------------- Aggregate (cost=480311.50..480311.51 rows=1 width=8) -> Append (cost=0.00..425345.20 rows=21986520 width=8) -> Seq Scan on pressure (cost=0.00..22.30 rows=1230 width=8) -> Seq Scan on p0 pressure (cost=0.00..425322.90 rows=21985290 width=8) (4 rows) explain select max(measurement_date) from p0; QUERY PLAN ----------------------------------------------------------------------------------------------------------------------- Result (cost=0.02..0.03 rows=1 width=0) InitPlan -> Limit (cost=0.00..0.02 rows=1 width=8) -> Index Scan Backward using p0_measurement_date_index on p0 (cost=0.00..531221.19 rows=21985290 width=8) Filter: (measurement_date IS NOT NULL) (5 rows) The optimizer doesn't do as well with the former as the latter. Is that the expected behavior or have I screwed things up? Also, consider the following: explain select * from pressure where measurement_date < '2000-01-01'; QUERY PLAN -------------------------------------------------------------------------------------------------------------- Result (cost=0.00..480293.25 rows=21092480 width=32) -> Append (cost=0.00..480293.25 rows=21092480 width=32) -> Index Scan using pressure_measurement_date_index on pressure (cost=0.00..7.13 rows=69 width=32) Index Cond: (measurement_date < '2000-01-01 00:00:00'::timestamp without time zone) -> Seq Scan on p0 pressure (cost=0.00..480286.12 rows=21092411 width=32) Filter: (measurement_date < '2000-01-01 00:00:00'::timestamp without time zone) (6 rows) explain select * from p0 where measurement_date < '2000-01-01'; QUERY PLAN ----------------------------------------------------------------------------------- Seq Scan on p0 (cost=0.00..480286.12 rows=21092411 width=32) Filter: (measurement_date < '2000-01-01 00:00:00'::timestamp without time zone) (2 rows) The query planner seems to be ignoring p0's index on measurement_date. Contrast that to the plan made for a similar query made on a different table (unpartitioned) in the same database: explain select * from wind where measurement_date < '2000-01-01'; QUERY PLAN ------------------------------------------------------------------------------------------------ Bitmap Heap Scan on wind (cost=474.17..28855.07 rows=75192 width=116) Recheck Cond: (measurement_date < '2000-01-01 00:00:00'::timestamp without time zone) -> Bitmap Index Scan on wind_measurement_date_index (cost=0.00..474.17 rows=75192 width=0) Index Cond: (measurement_date < '2000-01-01 00:00:00'::timestamp without time zone) (4 rows) Now, that looks like a nice plan (I guess). My question: Are my partitions constructed in such a way that prevents the planner from picking better plans? Or is that the way things stand right now? As always, thanks for your help.
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