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 '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=2431787.49..2431787.55 rows=25 width=34) (actual time=150420.139..150420.139 rows=5 loops=1) Sort Key: (sum((lineitem.l_extendedprice * (1::double precision - lineitem.l_discount)))) Sort Method: quicksort Memory: 25kB Buffers: shared hit=617959 read=861974 written=5 -> HashAggregate (cost=2431786.66..2431786.91 rows=25 width=34) (actual time=150420.009..150420.014 rows=5 loops=1) Buffers: shared hit=617956 read=861974 written=5 -> Hash Join (cost=400244.26..2431052.67 rows=73399 width=34) (actual time=25666.220..150092.131 rows=72846 loops=1) Hash Cond: ((lineitem.l_suppkey = supplier.s_suppkey) AND (customer.c_nationkey = supplier.s_nationkey)) Buffers: shared hit=617956 read=861974 written=5 -> Hash Join (cost=395565.26..2388934.00 rows=1835284 width=46) (actual time=25456.731..144645.270 rows=1826665 loops=1) Hash Cond: (lineitem.l_orderkey = orders.o_orderkey) Buffers: shared hit=615774 read=861974 written=5 -> Seq Scan on lineitem (cost=0.00..1673590.61 rows=60285061 width=16) (actual time=0.025..67761.269 rows=60046221 loops=1) Buffers: shared hit=220581 read=850159 written=5 -> Hash (cost=389828.61..389828.61 rows=458932 width=38) (actual time=25456.207..25456.207 rows=456802 loops=1) Buckets: 65536 Batches: 1 Memory Usage: 32119kB Buffers: shared hit=395193 read=11815 -> Hash Join (cost=87680.39..389828.61 rows=458932 width=38) (actual time=6945.034..25028.512 rows=456802 loops=1) Hash Cond: (orders.o_custkey = customer.c_custkey) Buffers: shared hit=395193 read=11815 -> Bitmap Heap Scan on orders (cost=48638.18..337592.09 rows=2294661 width=8) (actual time=2498.272..12553.489 rows=2283946 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=250354 read=10415 -> Bitmap Index Scan on orders_o_orderdate_o_orderkey_idx (cost=0.00..48064.51 rows=2294661 width=0) (actual time=2382.146..2382.146 rows=2293077 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=6252 -> Hash (cost=35292.22..35292.22 rows=300000 width=38) (actual time=4446.193..4446.193 rows=300270 loops=1) Buckets: 32768 Batches: 1 Memory Usage: 21113kB Buffers: shared hit=144839 read=1400 -> Nested Loop (cost=905.09..35292.22 rows=300000 width=38) (actual time=57.975..3976.065 rows=300270 loops=1) Buffers: shared hit=144839 read=1400 -> Nested Loop (cost=0.00..14.07 rows=5 width=30) (actual time=0.078..0.180 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=0.013..0.063 rows=25 loops=1) Buffers: shared hit=2 -> Materialize (cost=0.00..1.07 rows=1 width=4) (actual time=0.002..0.003 rows=1 loops=25) Buffers: shared hit=1 -> Seq Scan on region (cost=0.00..1.06 rows=1 width=4) (actual time=0.033..0.034 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=48.412..768.941 rows=60054 loops=5) Recheck Cond: (c_nationkey = nation.n_nationkey) Buffers: shared hit=144836 read=1400 -> Bitmap Index Scan on customer_c_nationkey_c_custkey_idx (cost=0.00..890.09 rows=60000 width=0) (actual time=38.451..38.451 rows=60054 loops=5) Index Cond: (c_nationkey = nation.n_nationkey) Buffers: shared hit=9 read=827 -> Hash (cost=3179.00..3179.00 rows=100000 width=8) (actual time=207.452..207.452 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=2.061..139.415 rows=100000 loops=1) Buffers: shared hit=2179 Total runtime: 150443.800 ms (55 rows) COMMIT; COMMIT