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 '1994-01-01' and o_orderdate < date '1994-01-01' + interval '1 year' group by n_name order by revenue desc; QUERY PLAN ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Sort (cost=2434007.34..2434007.40 rows=25 width=34) (actual time=78145.684..78145.685 rows=5 loops=1) Sort Key: (sum((lineitem.l_extendedprice * (1::double precision - lineitem.l_discount)))) Sort Method: quicksort Memory: 25kB Buffers: shared hit=1011616 read=469396 written=1 -> HashAggregate (cost=2434006.51..2434006.76 rows=25 width=34) (actual time=78145.607..78145.610 rows=5 loops=1) Buffers: shared hit=1011613 read=469396 written=1 -> Hash Join (cost=400612.54..2433274.68 rows=73183 width=34) (actual time=15648.057..77991.487 rows=72946 loops=1) Hash Cond: ((lineitem.l_suppkey = supplier.s_suppkey) AND (customer.c_nationkey = supplier.s_nationkey)) Buffers: shared hit=1011613 read=469396 written=1 -> Hash Join (cost=395933.54..2391223.59 rows=1832013 width=46) (actual time=15554.071..74185.272 rows=1812708 loops=1) Hash Cond: (lineitem.l_orderkey = orders.o_orderkey) Buffers: shared hit=1009431 read=469396 written=1 -> Seq Scan on lineitem (cost=0.00..1675245.94 rows=60344794 width=16) (actual time=0.048..16977.521 rows=60045826 loops=1) Buffers: shared hit=609547 read=462251 written=1 -> Hash (cost=390207.09..390207.09 rows=458116 width=38) (actual time=15553.230..15553.230 rows=453480 loops=1) Buckets: 65536 Batches: 1 Memory Usage: 31886kB Buffers: shared hit=399884 read=7145 -> Hash Join (cost=87890.57..390207.09 rows=458116 width=38) (actual time=4487.143..14432.996 rows=453480 loops=1) Hash Cond: (orders.o_custkey = customer.c_custkey) Buffers: shared hit=399884 read=7145 -> Bitmap Heap Scan on orders (cost=48848.36..337994.04 rows=2290579 width=8) (actual time=1681.820..4988.557 rows=2278157 loops=1) Recheck Cond: ((o_orderdate >= '1994-01-01'::date) AND (o_orderdate < '1995-01-01 00:00:00'::timestamp without time zone)) Buffers: shared hit=254769 read=6321 -> Bitmap Index Scan on orders_o_orderdate_o_orderkey_idx (cost=0.00..48275.71 rows=2290579 width=0) (actual time=1543.512..1543.512 rows=2289672 loops=1) Index Cond: ((o_orderdate >= '1994-01-01'::date) AND (o_orderdate < '1995-01-01 00:00:00'::timestamp without time zone)) Buffers: shared hit=3 read=6321 -> Hash (cost=35292.22..35292.22 rows=300000 width=38) (actual time=2804.888..2804.888 rows=299436 loops=1) Buckets: 32768 Batches: 1 Memory Usage: 21055kB Buffers: shared hit=145115 read=824 -> Nested Loop (cost=905.09..35292.22 rows=300000 width=38) (actual time=29.863..1026.882 rows=299436 loops=1) Buffers: shared hit=145115 read=824 -> Nested Loop (cost=0.00..14.07 rows=5 width=30) (actual time=0.055..0.308 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..0.205 rows=25 loops=1) Buffers: shared hit=2 -> Materialize (cost=0.00..1.07 rows=1 width=4) (actual time=0.002..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=0.026..0.027 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=31.645..185.024 rows=59887 loops=5) Recheck Cond: (c_nationkey = nation.n_nationkey) Buffers: shared hit=145112 read=824 -> Bitmap Index Scan on customer_c_nationkey_c_custkey_idx (cost=0.00..890.09 rows=60000 width=0) (actual time=21.245..21.245 rows=59887 loops=5) Index Cond: (c_nationkey = nation.n_nationkey) Buffers: shared hit=11 read=823 -> Hash (cost=3179.00..3179.00 rows=100000 width=8) (actual time=93.770..93.770 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=0.019..62.473 rows=100000 loops=1) Buffers: shared hit=2179 Total runtime: 78174.280 ms (55 rows) COMMIT; COMMIT