BEGIN; BEGIN EXPLAIN (ANALYZE, BUFFERS) select n_name, sum(l_extendedprice * (1 - l_discount)) as revenue from customer, orders, lineitem, supplier, nation, region where c_custkey = o_custkey and l_orderkey = o_orderkey and l_suppkey = s_suppkey and c_nationkey = s_nationkey and s_nationkey = n_nationkey and n_regionkey = r_regionkey and r_name = 'AMERICA' and o_orderdate >= date '1996-01-01' and o_orderdate < date '1996-01-01' + interval '1 year' group by n_name order by revenue desc; QUERY PLAN ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Sort (cost=2447095.23..2447095.29 rows=25 width=34) (actual time=81600.298..81600.299 rows=5 loops=1) Sort Key: (sum((lineitem.l_extendedprice * (1::double precision - lineitem.l_discount)))) Sort Method: quicksort Memory: 25kB Buffers: shared hit=899434 read=588443 written=1 -> HashAggregate (cost=2447094.40..2447094.65 rows=25 width=34) (actual time=81600.171..81600.212 rows=5 loops=1) Buffers: shared hit=899431 read=588443 written=1 -> Hash Join (cost=403486.41..2446356.53 rows=73787 width=34) (actual time=15321.686..81408.170 rows=73318 loops=1) Hash Cond: ((lineitem.l_suppkey = supplier.s_suppkey) AND (customer.c_nationkey = supplier.s_nationkey)) Buffers: shared hit=899431 read=588443 written=1 -> Hash Join (cost=398807.41..2404046.00 rows=1844683 width=46) (actual time=15192.395..77448.753 rows=1824491 loops=1) Hash Cond: (lineitem.l_orderkey = orders.o_orderkey) Buffers: shared hit=897249 read=588443 written=1 -> Seq Scan on lineitem (cost=0.00..1683567.83 rows=60644783 width=16) (actual time=0.084..22878.540 rows=60044872 loops=1) Buffers: shared hit=530965 read=546155 written=1 -> Hash (cost=393041.35..393041.35 rows=461285 width=38) (actual time=15191.629..15191.629 rows=456354 loops=1) Buckets: 65536 Batches: 1 Memory Usage: 32088kB Buffers: shared hit=366284 read=42288 -> Hash Join (cost=89129.05..393041.35 rows=461285 width=38) (actual time=4149.715..14822.987 rows=456354 loops=1) Hash Cond: (orders.o_custkey = customer.c_custkey) Buffers: shared hit=366284 read=42288 -> Bitmap Heap Scan on orders (cost=50086.83..340737.19 rows=2306424 width=8) (actual time=2140.325..6201.499 rows=2284200 loops=1) Recheck Cond: ((o_orderdate >= '1996-01-01'::date) AND (o_orderdate < '1997-01-01 00:00:00'::timestamp without time zone)) Buffers: shared hit=237561 read=25072 -> Bitmap Index Scan on orders_o_orderdate_o_orderkey_idx (cost=0.00..49510.23 rows=2306424 width=0) (actual time=1959.644..1959.644 rows=2306946 loops=1) Index Cond: ((o_orderdate >= '1996-01-01'::date) AND (o_orderdate < '1997-01-01 00:00:00'::timestamp without time zone)) Buffers: shared read=6596 -> Hash (cost=35292.22..35292.22 rows=300000 width=38) (actual time=2009.064..2009.064 rows=299436 loops=1) Buckets: 32768 Batches: 1 Memory Usage: 21055kB Buffers: shared hit=128723 read=17216 -> Nested Loop (cost=905.09..35292.22 rows=300000 width=38) (actual time=36.555..1790.120 rows=299436 loops=1) Buffers: shared hit=128723 read=17216 -> Nested Loop (cost=0.00..14.07 rows=5 width=30) (actual time=0.060..0.166 rows=5 loops=1) Join Filter: (nation.n_regionkey = region.r_regionkey) Rows Removed by Join Filter: 20 Buffers: shared hit=3 -> Index Scan using pk_nation on nation (cost=0.00..12.63 rows=25 width=34) (actual time=0.011..0.054 rows=25 loops=1) Buffers: shared hit=2 -> Materialize (cost=0.00..1.07 rows=1 width=4) (actual time=0.001..0.002 rows=1 loops=25) Buffers: shared hit=1 -> Seq Scan on region (cost=0.00..1.06 rows=1 width=4) (actual time=0.022..0.023 rows=1 loops=1) Filter: (r_name = 'AMERICA'::bpchar) Rows Removed by Filter: 4 Buffers: shared hit=1 -> Bitmap Heap Scan on customer (cost=905.09..6455.63 rows=60000 width=8) (actual time=32.958..334.441 rows=59887 loops=5) Recheck Cond: (c_nationkey = nation.n_nationkey) Buffers: shared hit=128720 read=17216 -> Bitmap Index Scan on customer_c_nationkey_c_custkey_idx (cost=0.00..890.09 rows=60000 width=0) (actual time=23.223..23.223 rows=59887 loops=5) Index Cond: (c_nationkey = nation.n_nationkey) Buffers: shared hit=10 read=824 -> Hash (cost=3179.00..3179.00 rows=100000 width=8) (actual time=128.837..128.837 rows=100000 loops=1) Buckets: 16384 Batches: 1 Memory Usage: 3907kB Buffers: shared hit=2179 -> Seq Scan on supplier (cost=0.00..3179.00 rows=100000 width=8) (actual time=0.012..80.439 rows=100000 loops=1) Buffers: shared hit=2179 Total runtime: 81609.321 ms (55 rows) COMMIT; COMMIT