BEGIN; BEGIN EXPLAIN (ANALYZE, BUFFERS) select c_custkey, c_name, sum(l_extendedprice * (1 - l_discount)) as revenue, c_acctbal, n_name, c_address, c_phone, c_comment from customer, orders, lineitem, nation where c_custkey = o_custkey and l_orderkey = o_orderkey and o_orderdate >= date '1993-03-01' and o_orderdate < cast(date '1993-03-01' + interval '3 month' as date) and l_returnflag = 'R' and c_nationkey = n_nationkey group by c_custkey, c_name, c_acctbal, c_phone, n_name, c_address, c_comment order by revenue desc LIMIT 20; QUERY PLAN ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Limit (cost=1189161.59..1189161.64 rows=20 width=176) (actual time=23644.584..23644.590 rows=20 loops=1) Buffers: shared hit=1229078 read=203583 dirtied=2813 written=706 -> Sort (cost=1189161.59..1190562.85 rows=560505 width=176) (actual time=23644.579..23644.581 rows=20 loops=1) Sort Key: (sum((lineitem.l_extendedprice * (1::double precision - lineitem.l_discount)))) Sort Method: top-N heapsort Memory: 30kB Buffers: shared hit=1229078 read=203583 dirtied=2813 written=706 -> HashAggregate (cost=1168641.70..1174246.75 rows=560505 width=176) (actual time=23113.037..23490.776 rows=382265 loops=1) Buffers: shared hit=1229075 read=203583 dirtied=2813 written=706 -> Hash Join (cost=398828.57..1154629.08 rows=560505 width=176) (actual time=4676.395..20717.452 rows=1149306 loops=1) Hash Cond: (customer.c_nationkey = nation.n_nationkey) Buffers: shared hit=1229075 read=203583 dirtied=2813 written=706 -> Hash Join (cost=398827.01..1146920.57 rows=560505 width=154) (actual time=4676.356..20195.422 rows=1149306 loops=1) Hash Cond: (orders.o_custkey = customer.c_custkey) Buffers: shared hit=1229074 read=203583 dirtied=2813 written=706 -> Merge Join (cost=329799.01..1066682.47 rows=560505 width=12) (actual time=2091.659..15426.308 rows=1149306 loops=1) Merge Cond: (orders.o_orderkey = lineitem.l_orderkey) Buffers: shared hit=1193797 read=203582 dirtied=2813 written=706 -> Sort (cost=329798.99..331213.87 rows=565953 width=8) (actual time=2091.433..2231.774 rows=573975 loops=1) Sort Key: orders.o_orderkey Sort Method: quicksort Memory: 51482kB Buffers: shared hit=229009 read=2222 dirtied=308 -> Bitmap Heap Scan on orders (cost=12190.97..275721.27 rows=565953 width=8) (actual time=357.150..1888.782 rows=573975 loops=1) Recheck Cond: ((o_orderdate >= '1993-03-01'::date) AND (o_orderdate < '1993-06-01'::date)) Buffers: shared hit=229009 read=2222 dirtied=308 -> Bitmap Index Scan on orders_o_orderdate_o_orderkey_idx (cost=0.00..12049.48 rows=565953 width=0) (actual time=226.514..226.514 rows=577345 loops=1) Index Cond: ((o_orderdate >= '1993-03-01'::date) AND (o_orderdate < '1993-06-01'::date)) Buffers: shared hit=87 read=1545 -> Index Scan using lineitem_l_orderkey_idx_l_returnflag on lineitem (cost=0.00..691049.83 rows=14959539 width=12) (actual time=0.128..10943.365 rows=14822925 loops=1) Buffers: shared hit=964788 read=201360 dirtied=2505 written=706 -> Hash (cost=50278.00..50278.00 rows=1500000 width=146) (actual time=2582.627..2582.627 rows=1500000 loops=1) Buckets: 262144 Batches: 1 Memory Usage: 265117kB Buffers: shared hit=35277 read=1 -> Seq Scan on customer (cost=0.00..50278.00 rows=1500000 width=146) (actual time=0.011..660.753 rows=1500000 loops=1) Buffers: shared hit=35277 read=1 -> Hash (cost=1.25..1.25 rows=25 width=30) (actual time=0.020..0.020 rows=25 loops=1) Buckets: 1024 Batches: 1 Memory Usage: 2kB Buffers: shared hit=1 -> Seq Scan on nation (cost=0.00..1.25 rows=25 width=30) (actual time=0.005..0.012 rows=25 loops=1) Buffers: shared hit=1 Total runtime: 23721.367 ms (40 rows) COMMIT; COMMIT