-- -- multi subquery complex queries aims to expand existing subquery pushdown -- regression tests to cover more caeses -- the tables that are used depends to multi_insert_select_behavioral_analytics_create_table.sql -- -- We don't need shard id sequence here, so commented out to prevent conflicts with concurrent tests -- ALTER SEQUENCE pg_catalog.pg_dist_shardid_seq RESTART 1400000; ALTER SEQUENCE pg_catalog.pg_dist_jobid_seq RESTART 1400000; SET citus.enable_router_execution TO FALSE; CREATE TABLE events_reference_table as SELECT * FROM events_table; CREATE TABLE users_reference_table as SELECT * FROM users_table; SELECT create_reference_table('events_reference_table'); NOTICE: Copying data from local table... create_reference_table ------------------------ (1 row) SELECT create_reference_table('users_reference_table'); NOTICE: Copying data from local table... create_reference_table ------------------------ (1 row) -- LATERAL JOINs used with INNER JOINs with reference tables SET citus.subquery_pushdown to ON; SELECT user_id, lastseen FROM (SELECT "some_users_data".user_id, lastseen FROM (SELECT filter_users_1.user_id, time AS lastseen FROM (SELECT user_where_1_1.user_id FROM (SELECT "users"."user_id" FROM users_reference_table as "users" WHERE user_id > 12 and user_id < 16 and value_1 > 20) user_where_1_1 INNER JOIN (SELECT "users"."user_id" FROM users_reference_table as "users" WHERE user_id > 12 and user_id < 16 and value_2 > 60) user_where_1_join_1 ON ("user_where_1_1".user_id = "user_where_1_join_1".user_id)) filter_users_1 JOIN LATERAL (SELECT user_id, time FROM events_reference_table as "events" WHERE user_id > 12 and user_id < 16 AND user_id = filter_users_1.user_id ORDER BY time DESC LIMIT 1) "last_events_1" ON TRUE ORDER BY time DESC LIMIT 10) "some_recent_users" JOIN LATERAL (SELECT "users".user_id FROM users_reference_table as "users" WHERE "users"."user_id" = "some_recent_users"."user_id" AND "users"."value_2" > 70 LIMIT 1) "some_users_data" ON TRUE ORDER BY lastseen DESC LIMIT 10) "some_users" ORDER BY user_id DESC LIMIT 10; user_id | lastseen ---------+--------------------------------- 14 | Tue Jan 21 05:46:51.286381 2014 14 | Tue Jan 21 05:46:51.286381 2014 14 | Tue Jan 21 05:46:51.286381 2014 14 | Tue Jan 21 05:46:51.286381 2014 14 | Tue Jan 21 05:46:51.286381 2014 14 | Tue Jan 21 05:46:51.286381 2014 14 | Tue Jan 21 05:46:51.286381 2014 14 | Tue Jan 21 05:46:51.286381 2014 14 | Tue Jan 21 05:46:51.286381 2014 14 | Tue Jan 21 05:46:51.286381 2014 (10 rows) SET citus.subquery_pushdown to OFF; -- NESTED INNER JOINs with reference tables SELECT count(*) AS value, "generated_group_field" FROM (SELECT DISTINCT "pushedDownQuery"."real_user_id", "generated_group_field" FROM (SELECT "eventQuery"."real_user_id", "eventQuery"."time", random(), ("eventQuery"."value_2") AS "generated_group_field" FROM (SELECT * FROM (SELECT "events"."time", "events"."user_id", "events"."value_2" FROM events_reference_table as "events" WHERE user_id > 10 and user_id < 40 AND event_type IN (40, 41, 42, 43, 44, 45) ) "temp_data_queries" INNER JOIN (SELECT user_where_1_1.real_user_id FROM (SELECT "users"."user_id" as real_user_id FROM users_reference_table as "users" WHERE user_id > 10 and user_id < 40 and value_2 > 50 ) user_where_1_1 INNER JOIN (SELECT "users"."user_id" FROM users_reference_table as "users" WHERE user_id > 10 and user_id < 40 and value_3 > 50 ) user_where_1_join_1 ON ("user_where_1_1".real_user_id = "user_where_1_join_1".user_id)) "user_filters_1" ON ("temp_data_queries".user_id = "user_filters_1".real_user_id)) "eventQuery") "pushedDownQuery") "pushedDownQuery" GROUP BY "generated_group_field" ORDER BY generated_group_field DESC, value DESC; value | generated_group_field -------+----------------------- 1 | 966 1 | 917 1 | 905 1 | 868 1 | 836 1 | 791 1 | 671 1 | 642 1 | 358 1 | 317 1 | 307 1 | 302 1 | 214 1 | 166 1 | 116 1 | 1 (16 rows) -- single level inner joins with reference tables SELECT "value_3", count(*) AS cnt FROM (SELECT "value_3", "user_id", random() FROM (SELECT users_in_segment_1.user_id, value_3 FROM (SELECT user_id, value_3 * 2 as value_3 FROM (SELECT user_id, value_3 FROM (SELECT "users"."user_id", value_3 FROM users_reference_table as "users" WHERE user_id > 10 and user_id < 40 and value_2 > 30 ) simple_user_where_1 ) all_buckets_1 ) users_in_segment_1 JOIN (SELECT "users"."user_id" FROM users_reference_table as "users" WHERE user_id > 10 and user_id < 40 and value_2 > 60 ) some_users_data ON ("users_in_segment_1".user_id = "some_users_data".user_id) ) segmentalias_1) "tempQuery" GROUP BY "value_3" ORDER BY cnt, value_3 DESC LIMIT 10; value_3 | cnt ---------+----- 556 | 75 228 | 75 146 | 75 70 | 75 1442 | 79 1232 | 79 1090 | 79 1012 | 79 886 | 79 674 | 79 (10 rows) -- nested LATERAL JOINs with reference tables SET citus.subquery_pushdown to ON; SELECT * FROM (SELECT "some_users_data".user_id, "some_recent_users".value_3 FROM (SELECT filter_users_1.user_id, value_3 FROM (SELECT "users"."user_id" FROM users_reference_table as "users" WHERE user_id > 20 and user_id < 70 and users.value_2 = 200) filter_users_1 JOIN LATERAL (SELECT user_id, value_3 FROM events_reference_table as "events" WHERE user_id > 20 and user_id < 70 AND ("events".user_id = "filter_users_1".user_id) ORDER BY value_3 DESC LIMIT 1) "last_events_1" ON true ORDER BY value_3 DESC LIMIT 10) "some_recent_users" JOIN LATERAL (SELECT "users".user_id FROM users_reference_table as "users" WHERE "users"."user_id" = "some_recent_users"."user_id" AND users.value_2 > 200 LIMIT 1) "some_users_data" ON true ORDER BY value_3 DESC LIMIT 10) "some_users" ORDER BY value_3 DESC LIMIT 10; user_id | value_3 ---------+--------- 44 | 998 65 | 996 66 | 996 37 | 995 57 | 989 21 | 985 (6 rows) SET citus.subquery_pushdown to OFF; -- LEFT JOINs used with INNER JOINs should error out since reference table exist in the -- left side of the LEFT JOIN. SELECT count(*) AS cnt, "generated_group_field" FROM (SELECT "eventQuery"."user_id", random(), generated_group_field FROM (SELECT "multi_group_wrapper_1".*, generated_group_field, random() FROM (SELECT * FROM (SELECT "events"."time", "events"."user_id" as event_user_id FROM events_table as "events" WHERE user_id > 80) "temp_data_queries" INNER JOIN (SELECT "users"."user_id" FROM users_reference_table as "users" WHERE user_id > 80 and value_2 = 5) "user_filters_1" ON ("temp_data_queries".event_user_id = "user_filters_1".user_id)) AS "multi_group_wrapper_1" LEFT JOIN (SELECT "users"."user_id" AS "user_id", value_2 AS "generated_group_field" FROM users_table as "users") "left_group_by_1" ON ("left_group_by_1".user_id = "multi_group_wrapper_1".event_user_id)) "eventQuery") "pushedDownQuery" group BY "generated_group_field" ORDER BY cnt DESC, generated_group_field ASC LIMIT 10; ERROR: cannot pushdown the subquery DETAIL: There exist a reference table in the outer part of the outer join -- RIGHT JOINs used with INNER JOINs should error out since reference table exist in the -- right side of the RIGHT JOIN. SELECT count(*) AS cnt, "generated_group_field" FROM (SELECT "eventQuery"."user_id", random(), generated_group_field FROM (SELECT "multi_group_wrapper_1".*, generated_group_field, random() FROM (SELECT * FROM (SELECT "events"."time", "events"."user_id" as event_user_id FROM events_table as "events" WHERE user_id > 80) "temp_data_queries" INNER JOIN (SELECT "users"."user_id" FROM users_table as "users" WHERE user_id > 80 and value_2 = 5) "user_filters_1" ON ("temp_data_queries".event_user_id = "user_filters_1".user_id)) AS "multi_group_wrapper_1" RIGHT JOIN (SELECT "users"."user_id" AS "user_id", value_2 AS "generated_group_field" FROM users_reference_table as "users") "right_group_by_1" ON ("right_group_by_1".user_id = "multi_group_wrapper_1".event_user_id)) "eventQuery") "pushedDownQuery" group BY "generated_group_field" ORDER BY cnt DESC, generated_group_field ASC LIMIT 10; ERROR: cannot pushdown the subquery DETAIL: There exist a reference table in the outer part of the outer join -- Outer subquery with reference table SELECT "some_users_data".user_id, lastseen FROM (SELECT user_id, max(time) AS lastseen FROM (SELECT user_id, time FROM (SELECT user_id, time FROM events_reference_table as "events" WHERE user_id > 10 and user_id < 40) "events_1" ORDER BY time DESC) "recent_events_1" GROUP BY user_id ORDER BY max(TIME) DESC) "some_recent_users" FULL JOIN (SELECT "users".user_id FROM users_table as "users" WHERE users.value_2 > 50 and users.value_2 < 55) "some_users_data" ON "some_users_data"."user_id" = "some_recent_users"."user_id" ORDER BY user_id limit 50; ERROR: cannot pushdown the subquery DETAIL: There exist a reference table in the outer part of the outer join -- -- UNIONs and JOINs with reference tables, shoukld error out -- SELECT ("final_query"."event_types") as types, count(*) AS sumOfEventType FROM ( SELECT *, random() FROM ( SELECT "t"."user_id", "t"."time", unnest("t"."collected_events") AS "event_types" FROM ( SELECT "t1"."user_id", min("t1"."time") AS "time", array_agg(("t1"."event") ORDER BY TIME ASC, event DESC) AS collected_events FROM ( (SELECT * FROM (SELECT "events"."user_id", "events"."time", 0 AS event FROM events_reference_table as "events" WHERE event_type IN (10, 11, 12, 13, 14, 15) ) events_subquery_1) UNION (SELECT * FROM (SELECT "events"."user_id", "events"."time", 1 AS event FROM events_table as "events" WHERE event_type IN (15, 16, 17, 18, 19) ) events_subquery_2) UNION (SELECT * FROM (SELECT "events"."user_id", "events"."time", 2 AS event FROM events_table as "events" WHERE event_type IN (20, 21, 22, 23, 24, 25) ) events_subquery_3) UNION (SELECT * FROM (SELECT "events"."user_id", "events"."time", 3 AS event FROM events_table as "events" WHERE event_type IN (26, 27, 28, 29, 30, 13)) events_subquery_4)) t1 GROUP BY "t1"."user_id") AS t) "q" INNER JOIN (SELECT "users"."user_id" FROM users_table as "users" WHERE value_1 > 50 and value_1 < 70) AS t ON (t.user_id = q.user_id)) as final_query GROUP BY types ORDER BY types; ERROR: cannot push down this subquery DETAIL: Reference tables are not supported with union operator -- reference table exist in the subquery of union, should error out SELECT ("final_query"."event_types") as types, count(*) AS sumOfEventType FROM ( SELECT *, random() FROM (SELECT "t"."user_id", "t"."time", unnest("t"."collected_events") AS "event_types" FROM ( SELECT "t1"."user_id", min("t1"."time") AS "time", array_agg(("t1"."event") ORDER BY TIME ASC, event DESC) AS collected_events FROM ( (SELECT * FROM (SELECT "events"."time", 0 AS event, "events"."user_id" FROM events_table as "events" WHERE event_type IN (10, 11, 12, 13, 14, 15) ) events_subquery_1) UNION (SELECT * FROM ( SELECT * FROM ( SELECT max("events"."time"), 0 AS event, "events"."user_id" FROM events_reference_table as "events", users_table as "users" WHERE events.user_id = users.user_id AND event_type IN (10, 11, 12, 13, 14, 15) GROUP BY "events"."user_id" ) as events_subquery_5 ) events_subquery_2) UNION (SELECT * FROM (SELECT "events"."time", 2 AS event, "events"."user_id" FROM events_table as "events" WHERE event_type IN (20, 21, 22, 23, 24, 25) ) events_subquery_3) UNION (SELECT * FROM (SELECT "events"."time", 3 AS event, "events"."user_id" FROM events_table as "events" WHERE event_type IN (26, 27, 28, 29, 30, 13)) events_subquery_4) ) t1 GROUP BY "t1"."user_id") AS t) "q" INNER JOIN (SELECT "users"."user_id" FROM users_table as "users" WHERE value_1 > 50 and value_1 < 70) AS t ON (t.user_id = q.user_id)) as final_query GROUP BY types ORDER BY types; ERROR: cannot push down this subquery DETAIL: Reference tables are not supported with union operator -- -- Should error out with UNION ALL Queries on reference tables -- SELECT ("final_query"."event_types") as types, count(*) AS sumOfEventType FROM ( SELECT *, random() FROM ( SELECT "t"."user_id", "t"."time", unnest("t"."collected_events") AS "event_types" FROM ( SELECT "t1"."user_id", min("t1"."time") AS "time", array_agg(("t1"."event") ORDER BY TIME ASC, event DESC) AS collected_events FROM ( (SELECT * FROM (SELECT "events"."user_id", "events"."time", 0 AS event FROM events_table as "events" WHERE event_type IN (10, 11, 12, 13, 14, 15) ) events_subquery_1) UNION ALL (SELECT * FROM (SELECT "events"."user_id", "events"."time", 1 AS event FROM events_table as "events" WHERE event_type IN (15, 16, 17, 18, 19) ) events_subquery_2) UNION ALL (SELECT * FROM (SELECT "events"."user_id", "events"."time", 2 AS event FROM events_reference_table as "events" WHERE event_type IN (20, 21, 22, 23, 24, 25) ) events_subquery_3) UNION ALL (SELECT * FROM (SELECT "events"."user_id", "events"."time", 3 AS event FROM events_table as "events" WHERE event_type IN (26, 27, 28, 29, 30, 13)) events_subquery_4)) t1 GROUP BY "t1"."user_id") AS t) "q" INNER JOIN (SELECT "users"."user_id" FROM users_table as "users" WHERE value_1 > 50 and value_1 < 70) AS t ON (t.user_id = q.user_id)) as final_query GROUP BY types ORDER BY types; ERROR: cannot push down this subquery DETAIL: Reference tables are not supported with union operator