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 = 'AFRICA' 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=2444906.83..2444906.89 rows=25 width=34) (actual time=88191.749..88191.749 rows=5 loops=1) Sort Key: (sum((lineitem.l_extendedprice * (1::double precision - lineitem.l_discount)))) Sort Method: quicksort Memory: 25kB Buffers: shared hit=671912 read=814954 written=7477 -> HashAggregate (cost=2444906.00..2444906.25 rows=25 width=34) (actual time=88191.649..88191.652 rows=5 loops=1) Buffers: shared hit=671909 read=814954 written=7477 -> Hash Join (cost=403125.09..2444168.79 rows=73721 width=34) (actual time=15814.340..87982.705 rows=72610 loops=1) Hash Cond: ((lineitem.l_suppkey = supplier.s_suppkey) AND (customer.c_nationkey = supplier.s_nationkey)) Buffers: shared hit=671909 read=814954 written=7477 -> Hash Join (cost=398446.09..2401891.88 rows=1843035 width=46) (actual time=15689.084..83916.146 rows=1825846 loops=1) Hash Cond: (lineitem.l_orderkey = orders.o_orderkey) Buffers: shared hit=669727 read=814954 written=7477 -> Seq Scan on lineitem (cost=0.00..1682062.63 rows=60590563 width=16) (actual time=0.057..23793.380 rows=59984384 loops=1) Buffers: shared hit=383686 read=692471 -> Hash (cost=392685.73..392685.73 rows=460829 width=38) (actual time=15688.346..15688.346 rows=456142 loops=1) Buckets: 65536 Batches: 1 Memory Usage: 32073kB Buffers: shared hit=286041 read=122483 written=7477 -> Hash Join (cost=89073.70..392685.73 rows=460829 width=38) (actual time=3873.088..15093.270 rows=456142 loops=1) Hash Cond: (orders.o_custkey = customer.c_custkey) Buffers: shared hit=286041 read=122483 written=7477 -> Bitmap Heap Scan on orders (cost=50031.48..340394.67 rows=2304146 width=8) (actual time=1762.705..6629.151 rows=2281812 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=175993 read=86381 written=7477 -> Bitmap Index Scan on orders_o_orderdate_o_orderkey_idx (cost=0.00..49455.45 rows=2304146 width=0) (actual time=1577.455..1577.455 rows=2304558 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=6590 written=148 -> Hash (cost=35292.22..35292.22 rows=300000 width=38) (actual time=2109.938..2109.938 rows=299493 loops=1) Buckets: 32768 Batches: 1 Memory Usage: 21059kB Buffers: shared hit=110048 read=36102 -> Nested Loop (cost=905.09..35292.22 rows=300000 width=38) (actual time=35.239..1905.722 rows=299493 loops=1) Buffers: shared hit=110048 read=36102 -> Nested Loop (cost=0.00..14.07 rows=5 width=30) (actual time=0.057..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=0.012..0.048 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=0.028..0.038 rows=1 loops=1) Filter: (r_name = 'AFRICA'::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=30.190..358.304 rows=59899 loops=5) Recheck Cond: (c_nationkey = nation.n_nationkey) Buffers: shared hit=110045 read=36102 -> Bitmap Index Scan on customer_c_nationkey_c_custkey_idx (cost=0.00..890.09 rows=60000 width=0) (actual time=20.792..20.792 rows=59899 loops=5) Index Cond: (c_nationkey = nation.n_nationkey) Buffers: shared hit=7 read=826 -> Hash (cost=3179.00..3179.00 rows=100000 width=8) (actual time=124.965..124.965 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=0.021..78.707 rows=100000 loops=1) Buffers: shared hit=2179 Total runtime: 88208.839 ms (55 rows) COMMIT; COMMIT