-- -- MULTI_SUBQUERY -- -- no need to set shardid sequence given that we're not creating any shards SET citus.next_shard_id TO 570032; SET citus.coordinator_aggregation_strategy TO 'disabled'; -- Check that we error out if shard min/max values are not exactly same. SELECT avg(unit_price) FROM (SELECT l_orderkey, avg(o_totalprice) AS unit_price FROM lineitem_subquery, orders_subquery WHERE l_orderkey = o_orderkey GROUP BY l_orderkey) AS unit_prices; -- Update metadata in order to make all shards equal -- note that the table is created on multi_insert_select_create_table.sql UPDATE pg_dist_shard SET shardmaxvalue = '14947' WHERE shardid IN (SELECT shardid FROM pg_dist_shard WHERE logicalrelid = 'orders_subquery'::regclass ORDER BY shardid DESC LIMIT 1); SET client_min_messages TO DEBUG1; -- If group by is not on partition column then we recursively plan SELECT avg(order_count) FROM (SELECT l_suppkey, count(*) AS order_count FROM lineitem_subquery GROUP BY l_suppkey) AS order_counts; -- Check that we recursively plan if join is not on partition columns. SELECT avg(unit_price) FROM (SELECT l_orderkey, avg(o_totalprice / l_quantity) AS unit_price FROM lineitem_subquery, orders_subquery GROUP BY l_orderkey) AS unit_prices; RESET client_min_messages; -- Subqueries without relation with a volatile functions (non-constant) are planned recursively SELECT count(*) FROM ( SELECT l_orderkey FROM lineitem_subquery JOIN (SELECT random()::int r) sub ON (l_orderkey = r) WHERE r > 10 ) b; SET client_min_messages TO DEBUG; -- If there is non relation subqueries then we recursively plan SELECT count(*) FROM ( (SELECT l_orderkey FROM lineitem_subquery) UNION ALL (SELECT 1::bigint) ) b; -- If queries in union do not include partition columns then we recursively plan SELECT count(*) FROM ( (SELECT l_orderkey FROM lineitem_subquery) UNION (SELECT l_partkey FROM lineitem_subquery) ) b; -- Check that we push down union queries if partition column is selected (no DEBUG messages) SELECT count(*) FROM ( (SELECT l_orderkey FROM lineitem_subquery) UNION (SELECT l_orderkey FROM lineitem_subquery) ) b; RESET client_min_messages; -- we'd error out if inner query has Limit but subquery_pushdown is not set -- but we recursively plan the query SELECT avg(o_totalprice/l_quantity) FROM (SELECT l_orderkey, l_quantity FROM lineitem_subquery ORDER BY l_orderkey, l_quantity LIMIT 10 ) lineitem_quantities JOIN LATERAL (SELECT o_totalprice FROM orders_subquery WHERE lineitem_quantities.l_orderkey = o_orderkey) orders_price ON true; -- Limit is only supported when subquery_pushdown is set -- Check that we error out if inner query has limit but outer query has not. SET citus.subquery_pushdown to ON; SELECT avg(o_totalprice/l_quantity) FROM (SELECT l_orderkey, l_quantity FROM lineitem_subquery ORDER BY l_orderkey, l_quantity LIMIT 10 ) lineitem_quantities JOIN LATERAL (SELECT o_totalprice FROM orders_subquery WHERE lineitem_quantities.l_orderkey = o_orderkey) orders_price ON true; -- reset the flag for next query SET citus.subquery_pushdown to OFF; -- some queries without a subquery uses subquery planner SELECT l_orderkey FROM lineitem_subquery l JOIN orders_subquery o ON (l_orderkey = o_orderkey) WHERE (o_orderkey < l_quantity) ORDER BY l_orderkey DESC LIMIT 10; -- query is still supported if contains additional join -- clauses that includes arithmetic expressions SELECT l_orderkey FROM lineitem_subquery l JOIN orders_subquery o ON (l_orderkey = o_orderkey) WHERE (o_orderkey < l_quantity + 3) ORDER BY l_orderkey DESC LIMIT 10; -- implicit typecasts in joins is supported SELECT l_orderkey FROM lineitem_subquery l JOIN orders_subquery o ON (l_orderkey::int8 = o_orderkey::int8) WHERE (o_orderkey < l_quantity + 3) ORDER BY l_orderkey DESC LIMIT 10; -- non-implicit typecasts in joins is not supported SELECT l_orderkey FROM lineitem_subquery l JOIN orders_subquery o ON (l_orderkey::int8 = o_orderkey::int4) WHERE (o_orderkey < l_quantity + 3) ORDER BY l_orderkey DESC LIMIT 10; -- implicit typecast supported in equi-join SELECT l_orderkey FROM lineitem_subquery l JOIN orders_subquery o ON (l_orderkey::int8 = o_orderkey::int8) ORDER BY l_orderkey DESC LIMIT 10; -- non-implicit typecast is not supported in equi-join SELECT l_orderkey FROM lineitem_subquery l JOIN orders_subquery o ON (l_orderkey::int4 = o_orderkey::int8) ORDER BY l_orderkey DESC LIMIT 10; -- type casts in filters are supported as long as -- a valid equi-join exists SELECT l_orderkey FROM lineitem_subquery l JOIN orders_subquery o ON (l_orderkey = o_orderkey) WHERE (o_orderkey::int8 < l_quantity::int8 + 3) ORDER BY l_orderkey DESC LIMIT 10; -- even if type cast is non-implicit SELECT l_orderkey FROM lineitem_subquery l JOIN orders_subquery o ON (l_orderkey = o_orderkey) WHERE (o_orderkey::int4 < l_quantity::int8 + 3) ORDER BY l_orderkey DESC LIMIT 10; -- query is not supported if contains an partition column -- equi join that includes arithmetic expressions SELECT l_orderkey FROM lineitem_subquery l JOIN orders_subquery o ON (l_orderkey = o_orderkey + 1) WHERE (o_orderkey < l_quantity) ORDER BY l_orderkey DESC LIMIT 10; -- query is not supported if there is a single -- join clause with arithmetic expression. It fails -- with a different error message SELECT l_orderkey FROM lineitem_subquery l JOIN orders_subquery o ON (l_orderkey = o_orderkey + 1) ORDER BY l_orderkey DESC LIMIT 10; -- query is not supported if does not have equi-join clause SELECT l_orderkey FROM lineitem_subquery l JOIN orders_subquery o ON (l_orderkey < o_orderkey) WHERE (o_orderkey < l_quantity) ORDER BY l_orderkey DESC LIMIT 10; -- outer joins on reference tables with functions works SELECT DISTINCT ON (t1.user_id) t1.user_id, t2.value_1, t2.value_2, t2.value_3 FROM events_table t1 LEFT JOIN users_reference_table t2 ON t1.user_id = trunc(t2.user_id) ORDER BY 1 DESC, 2 DESC, 3 DESC, 4 DESC LIMIT 5; -- outer joins on reference tables with simple expressions should work SELECT DISTINCT ON (t1.user_id) t1.user_id, t2.value_1, t2.value_2, t2.value_3 FROM events_table t1 LEFT JOIN users_reference_table t2 ON t1.user_id > t2.user_id ORDER BY 1 DESC, 2 DESC, 3 DESC, 4 DESC LIMIT 5; -- outer joins on distributed tables with simple expressions should not work SELECT DISTINCT ON (t1.user_id) t1.user_id, t2.value_1, t2.value_2, t2.value_3 FROM events_table t1 LEFT JOIN users_table t2 ON t1.user_id > t2.user_id ORDER BY 1 DESC, 2 DESC, 3 DESC, 4 DESC LIMIT 5; -- outer joins on reference tables with expressions should work SELECT DISTINCT ON (t1.user_id) t1.user_id, t2.value_1, t2.value_2, t2.value_3 FROM events_table t1 LEFT JOIN users_reference_table t2 ON t1.user_id = (CASE WHEN t2.user_id > 3 THEN 3 ELSE t2.user_id END) ORDER BY 1 DESC, 2 DESC, 3 DESC, 4 DESC LIMIT 5; -- outer joins on distributed tables and reference tables with expressions should work SELECT DISTINCT ON (t1.user_id) t1.user_id, t2.value_1, t2.value_2, t2.value_3 FROM users_table t0 LEFT JOIN events_table t1 ON t0.user_id = t1.user_id LEFT JOIN users_reference_table t2 ON t1.user_id = trunc(t2.user_id) ORDER BY 1 DESC, 2 DESC, 3 DESC, 4 DESC LIMIT 5; -- outer joins on distributed tables with expressions should not work SELECT DISTINCT ON (t1.user_id) t1.user_id, t2.value_1, t2.value_2, t2.value_3 FROM users_table t0 LEFT JOIN events_table t1 ON t0.user_id = trunc(t1.user_id) LEFT JOIN users_reference_table t2 ON t1.user_id = trunc(t2.user_id) ORDER BY 1 DESC, 2 DESC, 3 DESC, 4 DESC LIMIT 5; -- outer joins as subqueries should work -- https://github.com/citusdata/citus/issues/2739 SELECT user_id, value_1, event_type FROM ( SELECT a.user_id, a.value_1, b.event_type FROM users_table a LEFT JOIN events_table b ON a.user_id = b.user_id ) lo ORDER BY 1, 2, 3 LIMIT 5; -- inner joins on reference tables with functions works SELECT DISTINCT ON (t1.user_id) t1.user_id, t2.value_1, t2.value_2, t2.value_3 FROM events_table t1 JOIN users_reference_table t2 ON t1.user_id = trunc(t2.user_id) ORDER BY 1 DESC, 2 DESC, 3 DESC, 4 DESC LIMIT 5; -- distinct queries work SELECT DISTINCT l_orderkey FROM lineitem_subquery l JOIN orders_subquery o ON (l_orderkey = o_orderkey) WHERE (o_orderkey < l_quantity) ORDER BY l_orderkey DESC LIMIT 10; -- count(distinct) queries work SELECT COUNT(DISTINCT l_orderkey) FROM lineitem_subquery l JOIN orders_subquery o ON (l_orderkey = o_orderkey) WHERE (o_orderkey < l_quantity); -- the same queries returning a non-partition column SELECT l_quantity FROM lineitem_subquery l JOIN orders_subquery o ON (l_orderkey = o_orderkey) WHERE (o_orderkey < l_quantity) ORDER BY l_quantity DESC LIMIT 10; -- distinct queries work SELECT DISTINCT l_quantity FROM lineitem_subquery l JOIN orders_subquery o ON (l_orderkey = o_orderkey) WHERE (o_orderkey < l_quantity) ORDER BY l_quantity DESC LIMIT 10; -- count(distinct) queries work SELECT COUNT(DISTINCT l_quantity) FROM lineitem_subquery l JOIN orders_subquery o ON (l_orderkey = o_orderkey) WHERE (o_orderkey < l_quantity); -- Check that we support count distinct with a subquery SELECT count(DISTINCT a) FROM ( SELECT count(*) a FROM lineitem_subquery GROUP BY l_orderkey ) z; -- We do not support distinct aggregates other than count distinct with a subquery SELECT sum(DISTINCT a) FROM ( SELECT count(*) a FROM lineitem_subquery GROUP BY l_orderkey ) z; SELECT avg(DISTINCT a) FROM ( SELECT count(*) a FROM lineitem_subquery GROUP BY l_orderkey ) z; -- Check supported subquery types. SELECT o_custkey, sum(order_count) as total_order_count FROM (SELECT o_orderkey, o_custkey, count(*) AS order_count FROM orders_subquery WHERE o_orderkey > 0 AND o_orderkey < 12000 GROUP BY o_orderkey, o_custkey) AS order_counts GROUP BY o_custkey ORDER BY total_order_count DESC, o_custkey ASC LIMIT 10; SELECT avg(unit_price) FROM (SELECT l_orderkey, avg(o_totalprice / l_quantity) AS unit_price FROM lineitem_subquery, orders_subquery WHERE l_orderkey = o_orderkey GROUP BY l_orderkey) AS unit_prices WHERE unit_price > 1000 AND unit_price < 10000; -- Check subqueries in target list SELECT (SELECT 1) FROM orders_subquery ORDER BY 1 LIMIT 1; SELECT sum((SELECT 1)) FROM orders_subquery; -- Check that if subquery is pulled, we don't error and run query properly. SELECT count(*) FROM ( SELECT l_orderkey FROM ( (SELECT l_orderkey FROM lineitem_subquery) UNION (SELECT l_orderkey FROM lineitem_subquery) ) a WHERE l_orderkey = 1 ) b; SELECT count(*) FROM ( SELECT * FROM ( (SELECT * FROM lineitem_subquery) UNION (SELECT * FROM lineitem_subquery) ) a WHERE l_orderkey = 1 ) b; SELECT max(l_orderkey) FROM ( SELECT l_orderkey FROM ( SELECT l_orderkey FROM lineitem_subquery WHERE l_orderkey < 20000 GROUP BY l_orderkey ) z ) y; -- Subqueries filter by 2 different users SELECT * FROM (SELECT * FROM (SELECT user_id, sum(value_2) AS counter FROM events_table WHERE user_id = 2 GROUP BY user_id) AS foo, (SELECT user_id, sum(value_2) AS counter FROM events_table WHERE user_id = 3 GROUP BY user_id) AS bar WHERE foo.user_id = bar.user_id ) AS baz; -- Subqueries filter by different users, one of which overlaps SELECT * FROM (SELECT * FROM (SELECT user_id, sum(value_2) AS counter FROM events_table WHERE user_id = 2 OR user_id = 3 GROUP BY user_id) AS foo, (SELECT user_id, sum(value_2) AS counter FROM events_table WHERE user_id = 2 GROUP BY user_id) AS bar WHERE foo.user_id = bar.user_id ) AS baz ORDER BY 1,2 LIMIT 5; -- Add one more shard to one relation, then test if we error out because of different -- shard counts for joining relations. SELECT master_create_empty_shard('orders_subquery') AS new_shard_id \gset UPDATE pg_dist_shard SET shardminvalue = 15000, shardmaxvalue = 20000 WHERE shardid = :new_shard_id; SELECT avg(unit_price) FROM (SELECT l_orderkey, avg(o_totalprice / l_quantity) AS unit_price FROM lineitem_subquery, orders_subquery WHERE l_orderkey = o_orderkey GROUP BY l_orderkey) AS unit_prices; -- Check that we can prune shards in subqueries with VARCHAR partition columns CREATE TABLE subquery_pruning_varchar_test_table ( a varchar, b int ); SET citus.shard_replication_factor TO 1; SELECT create_distributed_table('subquery_pruning_varchar_test_table', 'a', 'hash'); -- temporarily disable router executor to test pruning behaviour of subquery pushdown SET citus.enable_router_execution TO off; SET client_min_messages TO DEBUG2; SELECT * FROM (SELECT count(*) FROM subquery_pruning_varchar_test_table WHERE a = 'onder' GROUP BY a) AS foo; SELECT * FROM (SELECT count(*) FROM subquery_pruning_varchar_test_table WHERE 'eren' = a GROUP BY a) AS foo; SET client_min_messages TO NOTICE; -- test subquery join on VARCHAR partition column SELECT * FROM (SELECT a_inner AS a FROM (SELECT subquery_pruning_varchar_test_table.a AS a_inner FROM subquery_pruning_varchar_test_table GROUP BY subquery_pruning_varchar_test_table.a HAVING count(subquery_pruning_varchar_test_table.a) < 3) AS f1, (SELECT subquery_pruning_varchar_test_table.a FROM subquery_pruning_varchar_test_table GROUP BY subquery_pruning_varchar_test_table.a HAVING sum(coalesce(subquery_pruning_varchar_test_table.b,0)) > 20.0) AS f2 WHERE f1.a_inner = f2.a GROUP BY a_inner) AS foo; RESET citus.enable_router_execution; -- Test https://github.com/citusdata/citus/issues/3424 insert into subquery_pruning_varchar_test_table values ('1', '1'), (2, '1'), (3, '2'), (3, '1'), (4, '4'), (5, '6'); WITH cte_1 AS (SELECT b max FROM subquery_pruning_varchar_test_table) SELECT a FROM subquery_pruning_varchar_test_table JOIN cte_1 ON a = max::text GROUP BY a HAVING a = (SELECT a) ORDER BY 1; -- Test https://github.com/citusdata/citus/issues/3432 SELECT t1.event_type FROM events_table t1 GROUP BY t1.event_type HAVING t1.event_type > avg((SELECT t2.value_2 FROM users_table t2 ORDER BY 1 DESC LIMIT 1)) ORDER BY 1; SELECT t1.event_type FROM events_table t1 GROUP BY t1.event_type HAVING t1.event_type > avg(2 + (SELECT t2.value_2 FROM users_table t2 ORDER BY 1 DESC LIMIT 1)) ORDER BY 1; SELECT t1.event_type FROM events_table t1 GROUP BY t1.event_type HAVING t1.event_type > avg((SELECT t2.value_2 FROM users_table t2 ORDER BY 1 DESC LIMIT 1) - t1.value_2) ORDER BY 1; RESET citus.coordinator_aggregation_strategy; SELECT t1.event_type FROM events_table t1 GROUP BY t1.event_type HAVING t1.event_type > corr(t1.value_3, t1.value_2 + (SELECT t2.value_2 FROM users_table t2 ORDER BY 1 DESC LIMIT 1)) ORDER BY 1; SELECT t1.event_type FROM events_table t1 GROUP BY t1.event_type HAVING t1.event_type * 5 > sum(distinct t1.value_3) ORDER BY 1; SET citus.coordinator_aggregation_strategy TO 'disabled'; -- Test https://github.com/citusdata/citus/issues/3433 CREATE TABLE keyval1 (key int, value int); SELECT create_distributed_table('keyval1', 'key'); CREATE TABLE keyval2 (key int, value int); SELECT create_distributed_table('keyval2', 'key'); CREATE TABLE keyvalref (key int, value int); SELECT create_reference_table('keyvalref'); SELECT public.explain_with_pg17_initplan_format($Q$ EXPLAIN (COSTS OFF) SELECT count(*) FROM keyval1 GROUP BY key HAVING sum(value) > (SELECT sum(value) FROM keyvalref GROUP BY key); $Q$) as "QUERY PLAN"; -- For some reason 'ORDER BY 1 DESC LIMIT 1' triggers recursive planning SELECT public.explain_with_pg17_initplan_format($Q$ EXPLAIN (COSTS OFF) SELECT count(*) FROM keyval1 GROUP BY key HAVING sum(value) > (SELECT sum(value) FROM keyvalref GROUP BY key ORDER BY 1 DESC LIMIT 1); $Q$) as "QUERY PLAN"; SELECT public.explain_with_pg17_initplan_format($Q$ EXPLAIN (COSTS OFF) SELECT count(*) FROM keyval1 GROUP BY key HAVING sum(value) > (SELECT sum(value) FROM keyval2 GROUP BY key ORDER BY 1 DESC LIMIT 1); $Q$) as "QUERY PLAN"; SELECT public.explain_with_pg17_initplan_format($Q$ EXPLAIN (COSTS OFF) SELECT count(*) FROM keyval1 k1 WHERE k1.key = 2 HAVING sum(value) > (SELECT sum(value) FROM keyval2 k2 WHERE k2.key = 2 ORDER BY 1 DESC LIMIT 1); $Q$) as "QUERY PLAN"; -- Simple join subquery pushdown SELECT avg(array_length(events, 1)) AS event_average FROM (SELECT tenant_id, user_id, array_agg(event_type ORDER BY event_time) AS events FROM (SELECT (users.composite_id).tenant_id, (users.composite_id).user_id, event_type, events.event_time FROM users, events WHERE (users.composite_id) = (events.composite_id) AND users.composite_id >= '(1, -9223372036854775808)'::user_composite_type AND users.composite_id <= '(1, 9223372036854775807)'::user_composite_type AND event_type IN ('click', 'submit', 'pay')) AS subquery GROUP BY tenant_id, user_id) AS subquery; -- Union and left join subquery pushdown SELECT avg(array_length(events, 1)) AS event_average, hasdone FROM (SELECT subquery_1.tenant_id, subquery_1.user_id, array_agg(event ORDER BY event_time) AS events, COALESCE(hasdone, 'Has not done paying') AS hasdone FROM ( (SELECT (users.composite_id).tenant_id, (users.composite_id).user_id, (users.composite_id) as composite_id, 'action=>1'AS event, events.event_time FROM users, events WHERE (users.composite_id) = (events.composite_id) AND users.composite_id >= '(1, -9223372036854775808)'::user_composite_type AND users.composite_id <= '(1, 9223372036854775807)'::user_composite_type AND event_type = 'click') UNION (SELECT (users.composite_id).tenant_id, (users.composite_id).user_id, (users.composite_id) as composite_id, 'action=>2'AS event, events.event_time FROM users, events WHERE (users.composite_id) = (events.composite_id) AND users.composite_id >= '(1, -9223372036854775808)'::user_composite_type AND users.composite_id <= '(1, 9223372036854775807)'::user_composite_type AND event_type = 'submit') ) AS subquery_1 LEFT JOIN (SELECT DISTINCT ON ((composite_id).tenant_id, (composite_id).user_id) composite_id, (composite_id).tenant_id, (composite_id).user_id, 'Has done paying'::TEXT AS hasdone FROM events WHERE events.composite_id >= '(1, -9223372036854775808)'::user_composite_type AND events.composite_id <= '(1, 9223372036854775807)'::user_composite_type AND event_type = 'pay') AS subquery_2 ON subquery_1.composite_id = subquery_2.composite_id GROUP BY subquery_1.tenant_id, subquery_1.user_id, hasdone) AS subquery_top GROUP BY hasdone ORDER BY event_average DESC; -- Union, left join and having subquery pushdown SELECT avg(array_length(events, 1)) AS event_average, count_pay FROM ( SELECT subquery_1.tenant_id, subquery_1.user_id, array_agg(event ORDER BY event_time) AS events, COALESCE(count_pay, 0) AS count_pay FROM ( (SELECT (users.composite_id).tenant_id, (users.composite_id).user_id, (users.composite_id), 'action=>1'AS event, events.event_time FROM users, events WHERE (users.composite_id) = (events.composite_id) AND users.composite_id >= '(1, -9223372036854775808)'::user_composite_type AND users.composite_id <= '(1, 9223372036854775807)'::user_composite_type AND event_type = 'click') UNION (SELECT (users.composite_id).tenant_id, (users.composite_id).user_id, (users.composite_id), 'action=>2'AS event, events.event_time FROM users, events WHERE (users.composite_id) = (events.composite_id) AND users.composite_id >= '(1, -9223372036854775808)'::user_composite_type AND users.composite_id <= '(1, 9223372036854775807)'::user_composite_type AND event_type = 'submit') ) AS subquery_1 LEFT JOIN (SELECT (composite_id).tenant_id, (composite_id).user_id, composite_id, COUNT(*) AS count_pay FROM events WHERE events.composite_id >= '(1, -9223372036854775808)'::user_composite_type AND events.composite_id <= '(1, 9223372036854775807)'::user_composite_type AND event_type = 'pay' GROUP BY composite_id HAVING COUNT(*) > 2) AS subquery_2 ON subquery_1.composite_id = subquery_2.composite_id GROUP BY subquery_1.tenant_id, subquery_1.user_id, count_pay) AS subquery_top WHERE array_ndims(events) > 0 GROUP BY count_pay ORDER BY count_pay; -- Lateral join subquery pushdown -- set subquery_pushdown since there is limit in the query SET citus.subquery_pushdown to ON; SELECT tenant_id, user_id, user_lastseen, event_array FROM (SELECT tenant_id, user_id, max(lastseen) as user_lastseen, array_agg(event_type ORDER BY event_time) AS event_array FROM (SELECT (composite_id).tenant_id, (composite_id).user_id, composite_id, lastseen FROM users WHERE composite_id >= '(1, -9223372036854775808)'::user_composite_type AND composite_id <= '(1, 9223372036854775807)'::user_composite_type ORDER BY lastseen DESC LIMIT 10 ) AS subquery_top LEFT JOIN LATERAL (SELECT event_type, event_time FROM events WHERE (composite_id) = subquery_top.composite_id ORDER BY event_time DESC LIMIT 99) AS subquery_lateral ON true GROUP BY tenant_id, user_id ) AS shard_union ORDER BY user_lastseen DESC LIMIT 10; -- cleanup the tables and the type & functions -- also set the min messages to WARNING to skip -- CASCADE NOTICE messagez SET client_min_messages TO WARNING; DROP TABLE users, events, subquery_pruning_varchar_test_table, keyval1, keyval2, keyvalref; DROP TYPE user_composite_type CASCADE; SET client_min_messages TO DEFAULT; SET citus.subquery_pushdown to OFF;