BEGIN;
BEGIN
EXPLAIN (ANALYZE, BUFFERS)
select
	nation,
	o_year,
	sum(amount) as sum_profit
from
	(
		select
			n_name as nation,
			extract(year from o_orderdate) as o_year,
			l_extendedprice * (1 - l_discount) - ps_supplycost * l_quantity as amount
		from
			part,
			supplier,
			lineitem,
			partsupp,
			orders,
			nation
		where
			s_suppkey = l_suppkey
			and ps_suppkey = l_suppkey
			and ps_partkey = l_partkey
			and p_partkey = l_partkey
			and o_orderkey = l_orderkey
			and s_nationkey = n_nationkey
			and p_name like '%snow%'
	) as profit
group by
	nation,
	o_year
order by
	nation,
	o_year desc;
                                                                                           QUERY PLAN                                                                                            
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
 GroupAggregate  (cost=1135648.15..1135652.39 rows=121 width=46) (actual time=116105.031..118889.789 rows=175 loops=1)
   Group Key: nation.n_name, (date_part('year'::text, (orders.o_orderdate)::timestamp without time zone))
   Buffers: shared hit=35685728 read=2301982 dirtied=12458 written=21034
   ->  Sort  (cost=1135648.15..1135648.45 rows=121 width=46) (actual time=116093.479..116853.685 rows=3263462 loops=1)
         Sort Key: nation.n_name, (date_part('year'::text, (orders.o_orderdate)::timestamp without time zone))
         Sort Method: quicksort  Memory: 557229kB
         Buffers: shared hit=35685728 read=2301982 dirtied=12458 written=21034
         ->  Hash Join  (cost=66776.07..1135643.96 rows=121 width=46) (actual time=1146.874..103479.454 rows=3263462 loops=1)
               Hash Cond: (supplier.s_nationkey = nation.n_nationkey)
               Buffers: shared hit=35685720 read=2301982 dirtied=12458 written=21034
               ->  Nested Loop  (cost=66774.50..1135640.13 rows=121 width=24) (actual time=1146.807..100265.748 rows=3263462 loops=1)
                     Buffers: shared hit=35685716 read=2301982 dirtied=12458 written=21034
                     ->  Nested Loop  (cost=66774.07..1135581.49 rows=121 width=24) (actual time=1146.697..53288.438 rows=3263462 loops=1)
                           Buffers: shared hit=23319235 read=1596671 dirtied=12249 written=13484
                           ->  Nested Loop  (cost=66773.78..1135542.45 rows=121 width=28) (actual time=1146.684..40758.807 rows=3263462 loops=1)
                                 Buffers: shared hit=13510779 read=1596671 dirtied=12249 written=13484
                                 ->  Hash Join  (cost=66773.21..351735.09 rows=400388 width=16) (actual time=1146.647..5746.362 rows=434868 loops=1)
                                       Hash Cond: (partsupp.ps_partkey = part.p_partkey)
                                       Buffers: shared hit=43890 read=167590 written=886
                                       ->  Seq Scan on partsupp  (cost=0.00..250958.00 rows=8000000 width=12) (actual time=0.007..2731.704 rows=8000000 loops=1)
                                             Buffers: shared hit=43876 read=127082 written=798
                                       ->  Hash  (cost=65522.00..65522.00 rows=100097 width=4) (actual time=1145.885..1145.885 rows=108717 loops=1)
                                             Buckets: 131072  Batches: 1  Memory Usage: 4847kB
                                             Buffers: shared hit=14 read=40508 written=88
                                             ->  Seq Scan on part  (cost=0.00..65522.00 rows=100097 width=4) (actual time=0.016..1102.182 rows=108717 loops=1)
                                                   Filter: ((p_name)::text ~~ '%snow%'::text)
                                                   Rows Removed by Filter: 1891283
                                                   Buffers: shared hit=14 read=40508 written=88
                                 ->  Index Scan using lineitem_l_partkey_l_quantity_l_shipmode_idx on lineitem  (cost=0.56..1.95 rows=1 width=24) (actual time=0.016..0.078 rows=8 loops=434868)
                                       Index Cond: (l_partkey = partsupp.ps_partkey)
                                       Filter: (partsupp.ps_suppkey = l_suppkey)
                                       Rows Removed by Filter: 23
                                       Buffers: shared hit=13466889 read=1429081 dirtied=12249 written=12598
                           ->  Index Scan using pk_supplier on supplier  (cost=0.29..0.31 rows=1 width=8) (actual time=0.003..0.003 rows=1 loops=3263462)
                                 Index Cond: (s_suppkey = lineitem.l_suppkey)
                                 Buffers: shared hit=9808456
                     ->  Index Only Scan using orders_o_orderkey_o_orderdate_idx on orders  (cost=0.43..0.47 rows=1 width=8) (actual time=0.013..0.014 rows=1 loops=3263462)
                           Index Cond: (o_orderkey = lineitem.l_orderkey)
                           Heap Fetches: 3263462
                           Buffers: shared hit=12366481 read=705311 dirtied=209 written=7550
               ->  Hash  (cost=1.25..1.25 rows=25 width=30) (actual time=0.021..0.021 rows=25 loops=1)
                     Buckets: 1024  Batches: 1  Memory Usage: 10kB
                     Buffers: shared hit=1
                     ->  Seq Scan on nation  (cost=0.00..1.25 rows=25 width=30) (actual time=0.006..0.010 rows=25 loops=1)
                           Buffers: shared hit=1
 Planning time: 32.547 ms
 Execution time: 118952.460 ms
(47 rows)

COMMIT;
COMMIT