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 = 'ASIA' and o_orderdate >= date '1995-01-01' and o_orderdate < date '1995-01-01' + interval '1 year' group by n_name order by revenue desc; QUERY PLAN ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Sort (cost=2446082.99..2446083.05 rows=25 width=34) (actual time=71934.388..71934.389 rows=5 loops=1) Sort Key: (sum((lineitem.l_extendedprice * (1::double precision - lineitem.l_discount)))) Sort Method: quicksort Memory: 25kB Buffers: shared hit=954682 read=533469 written=4 -> HashAggregate (cost=2446082.16..2446082.41 rows=25 width=34) (actual time=71934.292..71934.293 rows=5 loops=1) Buffers: shared hit=954679 read=533469 written=4 -> Hash Join (cost=402835.21..2445349.70 rows=73246 width=34) (actual time=11705.622..71784.529 rows=73274 loops=1) Hash Cond: ((lineitem.l_suppkey = supplier.s_suppkey) AND (customer.c_nationkey = supplier.s_nationkey)) Buffers: shared hit=954679 read=533469 written=4 -> Hash Join (cost=398156.21..2403275.46 rows=1833139 width=46) (actual time=11600.593..67924.103 rows=1827087 loops=1) Hash Cond: (lineitem.l_orderkey = orders.o_orderkey) Buffers: shared hit=952497 read=533469 written=4 -> Seq Scan on lineitem (cost=0.00..1683565.24 rows=60644524 width=16) (actual time=0.045..17418.527 rows=60044872 loops=1) Buffers: shared hit=604278 read=472842 written=4 -> Hash (cost=392426.21..392426.21 rows=458400 width=38) (actual time=11599.985..11599.985 rows=456477 loops=1) Buckets: 65536 Batches: 1 Memory Usage: 32097kB Buffers: shared hit=348219 read=60627 -> Hash Join (cost=88813.21..392426.21 rows=458400 width=38) (actual time=2925.972..11345.838 rows=456477 loops=1) Hash Cond: (orders.o_custkey = customer.c_custkey) Buffers: shared hit=348219 read=60627 -> Bitmap Heap Scan on orders (cost=49770.99..340204.99 rows=2292000 width=8) (actual time=1492.936..4328.689 rows=2277578 loops=1) Recheck Cond: ((o_orderdate >= '1995-01-01'::date) AND (o_orderdate < '1996-01-01 00:00:00'::timestamp without time zone)) Buffers: shared hit=238030 read=24577 -> Bitmap Index Scan on orders_o_orderdate_o_orderkey_idx (cost=0.00..49197.99 rows=2292000 width=0) (actual time=1378.586..1378.586 rows=2300539 loops=1) Index Cond: ((o_orderdate >= '1995-01-01'::date) AND (o_orderdate < '1996-01-01 00:00:00'::timestamp without time zone)) Buffers: shared read=6573 -> Hash (cost=35292.22..35292.22 rows=300000 width=38) (actual time=1432.834..1432.834 rows=300270 loops=1) Buckets: 32768 Batches: 1 Memory Usage: 21113kB Buffers: shared hit=110189 read=36050 -> Nested Loop (cost=905.09..35292.22 rows=300000 width=38) (actual time=22.423..1275.646 rows=300270 loops=1) Buffers: shared hit=110189 read=36050 -> Nested Loop (cost=0.00..14.07 rows=5 width=30) (actual time=0.058..0.169 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..0.061 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=0.025..0.025 rows=1 loops=1) Filter: (r_name = 'ASIA'::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=23.924..237.381 rows=60054 loops=5) Recheck Cond: (c_nationkey = nation.n_nationkey) Buffers: shared hit=110186 read=36050 -> Bitmap Index Scan on customer_c_nationkey_c_custkey_idx (cost=0.00..890.09 rows=60000 width=0) (actual time=16.018..16.018 rows=60054 loops=5) Index Cond: (c_nationkey = nation.n_nationkey) Buffers: shared hit=5 read=831 -> Hash (cost=3179.00..3179.00 rows=100000 width=8) (actual time=103.389..103.389 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=0.018..63.986 rows=100000 loops=1) Buffers: shared hit=2179 Total runtime: 71943.238 ms (55 rows) COMMIT; COMMIT