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 = 'EUROPE' and o_orderdate >= date '1997-01-01' and o_orderdate < date '1997-01-01' + interval '1 year' group by n_name order by revenue desc; QUERY PLAN ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Sort (cost=2427674.29..2427674.35 rows=25 width=34) (actual time=107844.179..107844.180 rows=5 loops=1) Sort Key: (sum((lineitem.l_extendedprice * (1::double precision - lineitem.l_discount)))) Sort Method: quicksort Memory: 25kB Buffers: shared hit=1238712 read=238490 written=3 -> HashAggregate (cost=2427673.46..2427673.71 rows=25 width=34) (actual time=107844.033..107844.081 rows=5 loops=1) Buffers: shared hit=1238709 read=238490 written=3 -> Hash Join (cost=399935.21..2426937.99 rows=73547 width=34) (actual time=20176.519..107578.307 rows=73142 loops=1) Hash Cond: ((lineitem.l_suppkey = supplier.s_suppkey) AND (customer.c_nationkey = supplier.s_nationkey)) Buffers: shared hit=1238709 read=238490 written=3 -> Hash Join (cost=395256.21..2384738.92 rows=1839230 width=46) (actual time=20002.948..102817.043 rows=1826917 loops=1) Hash Cond: (lineitem.l_orderkey = orders.o_orderkey) Buffers: shared hit=1236527 read=238490 written=3 -> Seq Scan on lineitem (cost=0.00..1670262.94 rows=60165494 width=16) (actual time=0.055..35333.827 rows=60045379 loops=1) Buffers: shared hit=868619 read=199989 written=3 -> Hash (cost=389507.25..389507.25 rows=459917 width=38) (actual time=20001.630..20001.630 rows=457484 loops=1) Buckets: 65536 Batches: 1 Memory Usage: 32167kB Buffers: shared hit=367908 read=38501 -> Hash Join (cost=87762.86..389507.25 rows=459917 width=38) (actual time=5653.650..19609.620 rows=457484 loops=1) Hash Cond: (orders.o_custkey = customer.c_custkey) Buffers: shared hit=367908 read=38501 -> Bitmap Heap Scan on orders (cost=48720.64..337242.42 rows=2299585 width=8) (actual time=2158.611..9318.932 rows=2277833 loops=1) Recheck Cond: ((o_orderdate >= '1997-01-01'::date) AND (o_orderdate < '1998-01-01 00:00:00'::timestamp without time zone)) Buffers: shared hit=222563 read=37668 -> Bitmap Index Scan on orders_o_orderdate_o_orderkey_idx (cost=0.00..48145.75 rows=2299585 width=0) (actual time=1997.077..1997.077 rows=2282427 loops=1) Index Cond: ((o_orderdate >= '1997-01-01'::date) AND (o_orderdate < '1998-01-01 00:00:00'::timestamp without time zone)) Buffers: shared read=6221 -> Hash (cost=35292.22..35292.22 rows=300000 width=38) (actual time=3494.754..3494.754 rows=300963 loops=1) Buckets: 32768 Batches: 1 Memory Usage: 21162kB Buffers: shared hit=145345 read=833 -> Nested Loop (cost=905.09..35292.22 rows=300000 width=38) (actual time=39.749..3263.330 rows=300963 loops=1) Buffers: shared hit=145345 read=833 -> Nested Loop (cost=0.00..14.07 rows=5 width=30) (actual time=0.063..0.203 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..0.070 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=0.025..0.026 rows=1 loops=1) Filter: (r_name = 'EUROPE'::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=47.294..626.761 rows=60193 loops=5) Recheck Cond: (c_nationkey = nation.n_nationkey) Buffers: shared hit=145342 read=833 -> Bitmap Index Scan on customer_c_nationkey_c_custkey_idx (cost=0.00..890.09 rows=60000 width=0) (actual time=36.808..36.808 rows=60193 loops=5) Index Cond: (c_nationkey = nation.n_nationkey) Buffers: shared hit=6 read=833 -> Hash (cost=3179.00..3179.00 rows=100000 width=8) (actual time=167.794..167.794 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=0.017..122.859 rows=100000 loops=1) Buffers: shared hit=2179 Total runtime: 107856.848 ms (55 rows) COMMIT; COMMIT