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=1867535.28..1867535.35 rows=25 width=34) (actual time=17156.871..17156.873 rows=5 loops=1) Sort Key: (sum((lineitem.l_extendedprice * (1::double precision - lineitem.l_discount)))) Sort Method: quicksort Memory: 25kB Buffers: shared hit=2328246 read=401075 written=232 -> HashAggregate (cost=1867534.45..1867534.70 rows=25 width=34) (actual time=17156.793..17156.796 rows=5 loops=1) Group Key: nation.n_name Buffers: shared hit=2328243 read=401075 written=232 -> Hash Join (cost=92738.14..1866799.85 rows=73460 width=34) (actual time=3052.117..17074.532 rows=73146 loops=1) Hash Cond: ((lineitem.l_suppkey = supplier.s_suppkey) AND (customer.c_nationkey = supplier.s_nationkey)) Buffers: shared hit=2328243 read=401075 written=232 -> Nested Loop (cost=88059.14..1847598.40 rows=1838381 width=46) (actual time=2976.859..15767.185 rows=1827085 loops=1) Buffers: shared hit=2326061 read=401075 written=232 -> Hash Join (cost=88058.58..390540.16 rows=459707 width=38) (actual time=2976.771..7404.841 rows=457532 loops=1) Hash Cond: (orders.o_custkey = customer.c_custkey) Buffers: shared hit=339667 read=67610 written=48 -> Bitmap Heap Scan on orders (cost=49016.41..338281.42 rows=2298534 width=8) (actual time=1649.370..4250.976 rows=2278036 loops=1) Recheck Cond: ((o_orderdate >= '1997-01-01'::date) AND (o_orderdate < '1998-01-01 00:00:00'::timestamp without time zone)) Heap Blocks: exact=254769 Buffers: shared hit=229596 read=31504 written=15 -> Bitmap Index Scan on orders_o_orderdate_o_orderkey_idx (cost=0.00..48441.77 rows=2298534 width=0) (actual time=1509.987..1509.987 rows=2289343 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=6331 written=6 -> Hash (cost=35292.17..35292.17 rows=300000 width=38) (actual time=1321.993..1321.993 rows=300963 loops=1) Buckets: 524288 Batches: 1 Memory Usage: 25258kB Buffers: shared hit=110071 read=36106 written=33 -> Nested Loop (cost=905.25..35292.17 rows=300000 width=38) (actual time=24.977..1175.164 rows=300963 loops=1) Buffers: shared hit=110071 read=36106 written=33 -> Nested Loop (cost=0.14..13.95 rows=5 width=30) (actual time=0.121..0.222 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=0.14..12.51 rows=25 width=34) (actual time=0.026..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=0.020..0.021 rows=1 loops=1) Filter: (r_name = 'EUROPE'::bpchar) Rows Removed by Filter: 4 Buffers: shared hit=1 -> Bitmap Heap Scan on customer (cost=905.11..6455.64 rows=60000 width=8) (actual time=21.286..221.445 rows=60193 loops=5) Recheck Cond: (c_nationkey = nation.n_nationkey) Heap Blocks: exact=145336 Buffers: shared hit=110068 read=36106 written=33 -> Bitmap Index Scan on customer_c_nationkey_c_custkey_idx (cost=0.00..890.11 rows=60000 width=0) (actual time=13.762..13.762 rows=60193 loops=5) Index Cond: (c_nationkey = nation.n_nationkey) Buffers: shared hit=6 read=832 -> Index Scan using pk_lineitem on lineitem (cost=0.56..3.02 rows=15 width=16) (actual time=0.015..0.017 rows=4 loops=457532) Index Cond: (l_orderkey = orders.o_orderkey) Buffers: shared hit=1986394 read=333465 written=184 -> Hash (cost=3179.00..3179.00 rows=100000 width=8) (actual time=73.957..73.957 rows=100000 loops=1) Buckets: 131072 Batches: 1 Memory Usage: 4931kB Buffers: shared hit=2179 -> Seq Scan on supplier (cost=0.00..3179.00 rows=100000 width=8) (actual time=0.010..41.208 rows=100000 loops=1) Buffers: shared hit=2179 Planning time: 7.360 ms Execution time: 17159.896 ms (56 rows) COMMIT; COMMIT