-- =================================================================== -- test recursive planning functionality with subqueries in WHERE -- =================================================================== CREATE SCHEMA subquery_in_where; SET search_path TO subquery_in_where, public; SET client_min_messages TO DEBUG1; --CTEs can be used as a recurring tuple with subqueries in WHERE WITH event_id AS (SELECT user_id AS events_user_id, time AS events_time, event_type FROM events_table) SELECT Count(*) FROM event_id WHERE events_user_id IN (SELECT user_id FROM users_table); DEBUG: generating subplan 1_1 for CTE event_id: SELECT user_id AS events_user_id, "time" AS events_time, event_type FROM public.events_table DEBUG: generating subplan 1_2 for subquery SELECT user_id FROM public.users_table DEBUG: Plan 1 query after replacing subqueries and CTEs: SELECT count(*) AS count FROM (SELECT intermediate_result.events_user_id, intermediate_result.events_time, intermediate_result.event_type FROM read_intermediate_result('1_1'::text, 'binary'::citus_copy_format) intermediate_result(events_user_id integer, events_time timestamp without time zone, event_type integer)) event_id WHERE (events_user_id OPERATOR(pg_catalog.=) ANY (SELECT intermediate_result.user_id FROM read_intermediate_result('1_2'::text, 'binary'::citus_copy_format) intermediate_result(user_id integer))) count ------- 101 (1 row) --Correlated subqueries can not be used in WHERE clause WITH event_id AS (SELECT user_id AS events_user_id, time AS events_time, event_type FROM events_table) SELECT Count(*) FROM event_id WHERE events_user_id IN (SELECT user_id FROM users_table WHERE users_table.time = events_time); DEBUG: generating subplan 4_1 for CTE event_id: SELECT user_id AS events_user_id, "time" AS events_time, event_type FROM public.events_table DEBUG: Plan 4 query after replacing subqueries and CTEs: SELECT count(*) AS count FROM (SELECT intermediate_result.events_user_id, intermediate_result.events_time, intermediate_result.event_type FROM read_intermediate_result('4_1'::text, 'binary'::citus_copy_format) intermediate_result(events_user_id integer, events_time timestamp without time zone, event_type integer)) event_id WHERE (events_user_id OPERATOR(pg_catalog.=) ANY (SELECT users_table.user_id FROM public.users_table WHERE (users_table."time" OPERATOR(pg_catalog.=) event_id.events_time))) ERROR: cannot pushdown the subquery DETAIL: Complex subqueries and CTEs are not allowed in the FROM clause when the query has subqueries in the WHERE clause and it references a column from another query -- Recurring tuples as empty join tree SELECT * FROM (SELECT 1 AS id, 2 AS value_1, 3 AS value_3) AS tt1 WHERE id IN (SELECT user_id FROM events_table); DEBUG: generating subplan 6_1 for subquery SELECT user_id, NULL::timestamp without time zone AS "time", NULL::integer AS event_type, NULL::integer AS value_2, NULL::double precision AS value_3, NULL::bigint AS value_4 FROM public.events_table WHERE true DEBUG: Plan 6 query after replacing subqueries and CTEs: SELECT id, value_1, value_3 FROM (SELECT 1 AS id, 2 AS value_1, 3 AS value_3) tt1 WHERE (id OPERATOR(pg_catalog.=) ANY (SELECT events_table.user_id FROM (SELECT intermediate_result.user_id, intermediate_result."time", intermediate_result.event_type, intermediate_result.value_2, intermediate_result.value_3, intermediate_result.value_4 FROM read_intermediate_result('6_1'::text, 'binary'::citus_copy_format) intermediate_result(user_id integer, "time" timestamp without time zone, event_type integer, value_2 integer, value_3 double precision, value_4 bigint)) events_table(user_id, "time", event_type, value_2, value_3, value_4))) id | value_1 | value_3 ----+---------+--------- 1 | 2 | 3 (1 row) -- Recurring tuples in from clause as CTE and SET operation in WHERE clause SELECT Count(*) FROM (WITH event_id AS (SELECT user_id AS events_user_id, time AS events_time, event_type FROM events_table) SELECT events_user_id, events_time, event_type FROM event_id ORDER BY 1,2,3 LIMIT 10) AS sub_table WHERE events_user_id IN ( (SELECT user_id FROM users_table ORDER BY 1 LIMIT 10) UNION ALL (SELECT value_1 FROM users_table ORDER BY 1 limit 10)); DEBUG: push down of limit count: 10 DEBUG: generating subplan 8_1 for subquery SELECT user_id FROM public.users_table ORDER BY user_id LIMIT 10 DEBUG: push down of limit count: 10 DEBUG: generating subplan 8_2 for subquery SELECT value_1 FROM public.users_table ORDER BY value_1 LIMIT 10 DEBUG: generating subplan 8_3 for subquery SELECT intermediate_result.user_id FROM read_intermediate_result('8_1'::text, 'binary'::citus_copy_format) intermediate_result(user_id integer) UNION ALL SELECT intermediate_result.value_1 FROM read_intermediate_result('8_2'::text, 'binary'::citus_copy_format) intermediate_result(value_1 integer) DEBUG: generating subplan 8_4 for CTE event_id: SELECT user_id AS events_user_id, "time" AS events_time, event_type FROM public.events_table DEBUG: generating subplan 8_5 for subquery SELECT events_user_id, events_time, event_type FROM (SELECT intermediate_result.events_user_id, intermediate_result.events_time, intermediate_result.event_type FROM read_intermediate_result('8_4'::text, 'binary'::citus_copy_format) intermediate_result(events_user_id integer, events_time timestamp without time zone, event_type integer)) event_id ORDER BY events_user_id, events_time, event_type LIMIT 10 DEBUG: Plan 8 query after replacing subqueries and CTEs: SELECT count(*) AS count FROM (SELECT intermediate_result.events_user_id, intermediate_result.events_time, intermediate_result.event_type FROM read_intermediate_result('8_5'::text, 'binary'::citus_copy_format) intermediate_result(events_user_id integer, events_time timestamp without time zone, event_type integer)) sub_table WHERE (events_user_id OPERATOR(pg_catalog.=) ANY (SELECT intermediate_result.user_id FROM read_intermediate_result('8_3'::text, 'binary'::citus_copy_format) intermediate_result(user_id integer))) count ------- 10 (1 row) -- Recurring tuples in from clause as SET operation on recursively plannable -- queries and CTE in WHERE clause SELECT * FROM ( (SELECT user_id FROM users_table ORDER BY user_id ASC LIMIT 10 ) UNION ALL (SELECT value_1 FROM users_table ORDER BY value_1 ASC LIMIT 10 ) ) as SUB_TABLE WHERE user_id IN ( WITH event_id AS ( SELECT user_id as events_user_id, time as events_time, event_type FROM events_table ) SELECT events_user_id FROM event_id ORDER BY events_user_id LIMIT 10 ); DEBUG: generating subplan 14_1 for CTE event_id: SELECT user_id AS events_user_id, "time" AS events_time, event_type FROM public.events_table DEBUG: generating subplan 14_2 for subquery SELECT events_user_id FROM (SELECT intermediate_result.events_user_id, intermediate_result.events_time, intermediate_result.event_type FROM read_intermediate_result('14_1'::text, 'binary'::citus_copy_format) intermediate_result(events_user_id integer, events_time timestamp without time zone, event_type integer)) event_id ORDER BY events_user_id LIMIT 10 DEBUG: push down of limit count: 10 DEBUG: generating subplan 14_3 for subquery SELECT user_id FROM public.users_table ORDER BY user_id LIMIT 10 DEBUG: push down of limit count: 10 DEBUG: generating subplan 14_4 for subquery SELECT value_1 FROM public.users_table ORDER BY value_1 LIMIT 10 DEBUG: generating subplan 14_5 for subquery SELECT intermediate_result.user_id FROM read_intermediate_result('14_3'::text, 'binary'::citus_copy_format) intermediate_result(user_id integer) UNION ALL SELECT intermediate_result.value_1 FROM read_intermediate_result('14_4'::text, 'binary'::citus_copy_format) intermediate_result(value_1 integer) DEBUG: Plan 14 query after replacing subqueries and CTEs: SELECT user_id FROM (SELECT intermediate_result.user_id FROM read_intermediate_result('14_5'::text, 'binary'::citus_copy_format) intermediate_result(user_id integer)) sub_table WHERE (user_id OPERATOR(pg_catalog.=) ANY (SELECT intermediate_result.events_user_id FROM read_intermediate_result('14_2'::text, 'binary'::citus_copy_format) intermediate_result(events_user_id integer))) user_id --------- 1 1 1 1 1 1 1 (7 rows) -- Complex target list in WHERE clause SELECT COUNT(*) FROM (SELECT user_id as events_user_id, time as events_time, event_type FROM events_table ORDER BY 1,2 LIMIT 10 ) as SUB_TABLE WHERE events_user_id <=ANY ( SELECT max(abs(user_id * 1) + mod(user_id, 3)) as val_1 FROM users_table GROUP BY user_id ); DEBUG: push down of limit count: 10 DEBUG: generating subplan 20_1 for subquery SELECT user_id AS events_user_id, "time" AS events_time, event_type FROM public.events_table ORDER BY user_id, "time" LIMIT 10 DEBUG: generating subplan 20_2 for subquery SELECT max((abs((user_id OPERATOR(pg_catalog.*) 1)) OPERATOR(pg_catalog.+) mod(user_id, 3))) AS val_1 FROM public.users_table GROUP BY user_id DEBUG: Plan 20 query after replacing subqueries and CTEs: SELECT count(*) AS count FROM (SELECT intermediate_result.events_user_id, intermediate_result.events_time, intermediate_result.event_type FROM read_intermediate_result('20_1'::text, 'binary'::citus_copy_format) intermediate_result(events_user_id integer, events_time timestamp without time zone, event_type integer)) sub_table WHERE (events_user_id OPERATOR(pg_catalog.<=) ANY (SELECT intermediate_result.val_1 FROM read_intermediate_result('20_2'::text, 'binary'::citus_copy_format) intermediate_result(val_1 integer))) count ------- 10 (1 row) -- DISTINCT clause in WHERE SELECT COUNT(*) FROM (SELECT user_id as events_user_id, time as events_time, event_type FROM events_table LIMIT 10 ) as SUB_TABLE WHERE events_user_id IN ( SELECT distinct user_id FROM users_table GROUP BY user_id ); DEBUG: push down of limit count: 10 DEBUG: generating subplan 23_1 for subquery SELECT user_id AS events_user_id, "time" AS events_time, event_type FROM public.events_table LIMIT 10 DEBUG: generating subplan 23_2 for subquery SELECT DISTINCT user_id FROM public.users_table GROUP BY user_id DEBUG: Plan 23 query after replacing subqueries and CTEs: SELECT count(*) AS count FROM (SELECT intermediate_result.events_user_id, intermediate_result.events_time, intermediate_result.event_type FROM read_intermediate_result('23_1'::text, 'binary'::citus_copy_format) intermediate_result(events_user_id integer, events_time timestamp without time zone, event_type integer)) sub_table WHERE (events_user_id OPERATOR(pg_catalog.=) ANY (SELECT intermediate_result.user_id FROM read_intermediate_result('23_2'::text, 'binary'::citus_copy_format) intermediate_result(user_id integer))) count ------- 10 (1 row) -- AND in WHERE clause SELECT COUNT(*) FROM (SELECT user_id as events_user_id, time as events_time, event_type FROM events_table ORDER BY 1,2,3 LIMIT 10 ) as SUB_TABLE WHERE events_user_id >=ANY ( SELECT min(user_id) FROM users_table GROUP BY user_id ) AND events_user_id <=ANY ( SELECT max(user_id) FROM users_table GROUP BY user_id ); DEBUG: push down of limit count: 10 DEBUG: generating subplan 26_1 for subquery SELECT user_id AS events_user_id, "time" AS events_time, event_type FROM public.events_table ORDER BY user_id, "time", event_type LIMIT 10 DEBUG: generating subplan 26_2 for subquery SELECT min(user_id) AS min FROM public.users_table GROUP BY user_id DEBUG: generating subplan 26_3 for subquery SELECT max(user_id) AS max FROM public.users_table GROUP BY user_id DEBUG: Plan 26 query after replacing subqueries and CTEs: SELECT count(*) AS count FROM (SELECT intermediate_result.events_user_id, intermediate_result.events_time, intermediate_result.event_type FROM read_intermediate_result('26_1'::text, 'binary'::citus_copy_format) intermediate_result(events_user_id integer, events_time timestamp without time zone, event_type integer)) sub_table WHERE ((events_user_id OPERATOR(pg_catalog.>=) ANY (SELECT intermediate_result.min FROM read_intermediate_result('26_2'::text, 'binary'::citus_copy_format) intermediate_result(min integer))) AND (events_user_id OPERATOR(pg_catalog.<=) ANY (SELECT intermediate_result.max FROM read_intermediate_result('26_3'::text, 'binary'::citus_copy_format) intermediate_result(max integer)))) count ------- 10 (1 row) -- AND in WHERE clause, part of the AND is pushdownable other is not SELECT COUNT(*) FROM (SELECT user_id as events_user_id, time as events_time, event_type FROM events_table ORDER BY 1,2,3 LIMIT 10 ) as SUB_TABLE WHERE events_user_id >=ANY ( SELECT min(user_id) FROM users_table GROUP BY user_id ) AND events_user_id <=ANY ( SELECT max(value_2) FROM users_table GROUP BY user_id ); DEBUG: push down of limit count: 10 DEBUG: generating subplan 30_1 for subquery SELECT user_id AS events_user_id, "time" AS events_time, event_type FROM public.events_table ORDER BY user_id, "time", event_type LIMIT 10 DEBUG: generating subplan 30_2 for subquery SELECT min(user_id) AS min FROM public.users_table GROUP BY user_id DEBUG: generating subplan 30_3 for subquery SELECT max(value_2) AS max FROM public.users_table GROUP BY user_id DEBUG: Plan 30 query after replacing subqueries and CTEs: SELECT count(*) AS count FROM (SELECT intermediate_result.events_user_id, intermediate_result.events_time, intermediate_result.event_type FROM read_intermediate_result('30_1'::text, 'binary'::citus_copy_format) intermediate_result(events_user_id integer, events_time timestamp without time zone, event_type integer)) sub_table WHERE ((events_user_id OPERATOR(pg_catalog.>=) ANY (SELECT intermediate_result.min FROM read_intermediate_result('30_2'::text, 'binary'::citus_copy_format) intermediate_result(min integer))) AND (events_user_id OPERATOR(pg_catalog.<=) ANY (SELECT intermediate_result.max FROM read_intermediate_result('30_3'::text, 'binary'::citus_copy_format) intermediate_result(max integer)))) count ------- 10 (1 row) -- Planning subqueries in WHERE clause in CTE recursively WITH cte AS ( SELECT * FROM (SELECT * FROM users_table ORDER BY user_id ASC, value_2 DESC LIMIT 10 ) as sub_table WHERE user_id IN (SELECT value_2 FROM events_table ) ) SELECT COUNT(*) FROM cte; DEBUG: generating subplan 34_1 for CTE cte: SELECT user_id, "time", value_1, value_2, value_3, value_4 FROM (SELECT users_table.user_id, users_table."time", users_table.value_1, users_table.value_2, users_table.value_3, users_table.value_4 FROM public.users_table ORDER BY users_table.user_id, users_table.value_2 DESC LIMIT 10) sub_table WHERE (user_id OPERATOR(pg_catalog.=) ANY (SELECT events_table.value_2 FROM public.events_table)) DEBUG: push down of limit count: 10 DEBUG: generating subplan 35_1 for subquery SELECT user_id, "time", value_1, value_2, value_3, value_4 FROM public.users_table ORDER BY user_id, value_2 DESC LIMIT 10 DEBUG: generating subplan 35_2 for subquery SELECT value_2 FROM public.events_table DEBUG: Plan 35 query after replacing subqueries and CTEs: SELECT user_id, "time", value_1, value_2, value_3, value_4 FROM (SELECT intermediate_result.user_id, intermediate_result."time", intermediate_result.value_1, intermediate_result.value_2, intermediate_result.value_3, intermediate_result.value_4 FROM read_intermediate_result('35_1'::text, 'binary'::citus_copy_format) intermediate_result(user_id integer, "time" timestamp without time zone, value_1 integer, value_2 integer, value_3 double precision, value_4 bigint)) sub_table WHERE (user_id OPERATOR(pg_catalog.=) ANY (SELECT intermediate_result.value_2 FROM read_intermediate_result('35_2'::text, 'binary'::citus_copy_format) intermediate_result(value_2 integer))) DEBUG: Plan 34 query after replacing subqueries and CTEs: SELECT count(*) AS count FROM (SELECT intermediate_result.user_id, intermediate_result."time", intermediate_result.value_1, intermediate_result.value_2, intermediate_result.value_3, intermediate_result.value_4 FROM read_intermediate_result('34_1'::text, 'binary'::citus_copy_format) intermediate_result(user_id integer, "time" timestamp without time zone, value_1 integer, value_2 integer, value_3 double precision, value_4 bigint)) cte count ------- 10 (1 row) -- Planing subquery in WHERE clause in FROM clause of a subquery recursively SELECT COUNT(*) FROM (SELECT * FROM (SELECT * FROM users_table ORDER BY user_id ASC, value_2 DESC LIMIT 10 ) as sub_table_1 WHERE user_id IN (SELECT value_2 FROM events_table ) ) as sub_table_2; DEBUG: push down of limit count: 10 DEBUG: generating subplan 38_1 for subquery SELECT user_id, "time", value_1, value_2, value_3, value_4 FROM public.users_table ORDER BY user_id, value_2 DESC LIMIT 10 DEBUG: generating subplan 38_2 for subquery SELECT value_2 FROM public.events_table DEBUG: generating subplan 38_3 for subquery SELECT user_id, "time", value_1, value_2, value_3, value_4 FROM (SELECT intermediate_result.user_id, intermediate_result."time", intermediate_result.value_1, intermediate_result.value_2, intermediate_result.value_3, intermediate_result.value_4 FROM read_intermediate_result('38_1'::text, 'binary'::citus_copy_format) intermediate_result(user_id integer, "time" timestamp without time zone, value_1 integer, value_2 integer, value_3 double precision, value_4 bigint)) sub_table_1 WHERE (user_id OPERATOR(pg_catalog.=) ANY (SELECT intermediate_result.value_2 FROM read_intermediate_result('38_2'::text, 'binary'::citus_copy_format) intermediate_result(value_2 integer))) DEBUG: Plan 38 query after replacing subqueries and CTEs: SELECT count(*) AS count FROM (SELECT intermediate_result.user_id, intermediate_result."time", intermediate_result.value_1, intermediate_result.value_2, intermediate_result.value_3, intermediate_result.value_4 FROM read_intermediate_result('38_3'::text, 'binary'::citus_copy_format) intermediate_result(user_id integer, "time" timestamp without time zone, value_1 integer, value_2 integer, value_3 double precision, value_4 bigint)) sub_table_2 count ------- 10 (1 row) -- Recurring table in the FROM clause of a subquery in the FROM clause -- Recurring table is created by joining a two recurrign table SELECT SUM(user_id) FROM (SELECT * FROM (SELECT user_id FROM users_table ORDER BY user_id LIMIT 10) as t1 INNER JOIN (SELECT user_id as user_id_2 FROM users_table ORDER BY user_id LIMIT 10) as t2 ON t1.user_id = t2.user_id_2 WHERE t1.user_id IN (SELECT value_2 FROM events_table) ) as t3 WHERE user_id >ANY (SELECT min(user_id) FROM events_table GROUP BY user_id); DEBUG: push down of limit count: 10 DEBUG: generating subplan 42_1 for subquery SELECT user_id FROM public.users_table ORDER BY user_id LIMIT 10 DEBUG: push down of limit count: 10 DEBUG: generating subplan 42_2 for subquery SELECT user_id AS user_id_2 FROM public.users_table ORDER BY user_id LIMIT 10 DEBUG: generating subplan 42_3 for subquery SELECT value_2 FROM public.events_table DEBUG: generating subplan 42_4 for subquery SELECT t1.user_id, t2.user_id_2 FROM ((SELECT intermediate_result.user_id FROM read_intermediate_result('42_1'::text, 'binary'::citus_copy_format) intermediate_result(user_id integer)) t1 JOIN (SELECT intermediate_result.user_id_2 FROM read_intermediate_result('42_2'::text, 'binary'::citus_copy_format) intermediate_result(user_id_2 integer)) t2 ON ((t1.user_id OPERATOR(pg_catalog.=) t2.user_id_2))) WHERE (t1.user_id OPERATOR(pg_catalog.=) ANY (SELECT intermediate_result.value_2 FROM read_intermediate_result('42_3'::text, 'binary'::citus_copy_format) intermediate_result(value_2 integer))) DEBUG: generating subplan 42_5 for subquery SELECT min(user_id) AS min FROM public.events_table GROUP BY user_id DEBUG: Plan 42 query after replacing subqueries and CTEs: SELECT sum(user_id) AS sum FROM (SELECT intermediate_result.user_id, intermediate_result.user_id_2 FROM read_intermediate_result('42_4'::text, 'binary'::citus_copy_format) intermediate_result(user_id integer, user_id_2 integer)) t3 WHERE (user_id OPERATOR(pg_catalog.>) ANY (SELECT intermediate_result.min FROM read_intermediate_result('42_5'::text, 'binary'::citus_copy_format) intermediate_result(min integer))) sum ----- 18 (1 row) -- Same example with the above query, but now check the rows with EXISTS SELECT SUM(user_id) FROM (SELECT * FROM (SELECT user_id FROM users_table ORDER BY user_id LIMIT 10) as t1 INNER JOIN (SELECT user_id as user_id_2 FROM users_table ORDER BY user_id LIMIT 10) as t2 ON t1.user_id = t2.user_id_2 WHERE t1.user_id IN (SELECT value_2 FROM events_table) ) as t3 WHERE EXISTS (SELECT 1,2 FROM events_table WHERE events_table.value_2 = events_table.user_id); DEBUG: push down of limit count: 10 DEBUG: generating subplan 48_1 for subquery SELECT user_id FROM public.users_table ORDER BY user_id LIMIT 10 DEBUG: push down of limit count: 10 DEBUG: generating subplan 48_2 for subquery SELECT user_id AS user_id_2 FROM public.users_table ORDER BY user_id LIMIT 10 DEBUG: generating subplan 48_3 for subquery SELECT value_2 FROM public.events_table DEBUG: generating subplan 48_4 for subquery SELECT t1.user_id, t2.user_id_2 FROM ((SELECT intermediate_result.user_id FROM read_intermediate_result('48_1'::text, 'binary'::citus_copy_format) intermediate_result(user_id integer)) t1 JOIN (SELECT intermediate_result.user_id_2 FROM read_intermediate_result('48_2'::text, 'binary'::citus_copy_format) intermediate_result(user_id_2 integer)) t2 ON ((t1.user_id OPERATOR(pg_catalog.=) t2.user_id_2))) WHERE (t1.user_id OPERATOR(pg_catalog.=) ANY (SELECT intermediate_result.value_2 FROM read_intermediate_result('48_3'::text, 'binary'::citus_copy_format) intermediate_result(value_2 integer))) DEBUG: generating subplan 48_5 for subquery SELECT 1, 2 FROM public.events_table WHERE (value_2 OPERATOR(pg_catalog.=) user_id) DEBUG: Plan 48 query after replacing subqueries and CTEs: SELECT sum(user_id) AS sum FROM (SELECT intermediate_result.user_id, intermediate_result.user_id_2 FROM read_intermediate_result('48_4'::text, 'binary'::citus_copy_format) intermediate_result(user_id integer, user_id_2 integer)) t3 WHERE (EXISTS (SELECT intermediate_result."?column?", intermediate_result."?column?_1" AS "?column?" FROM read_intermediate_result('48_5'::text, 'binary'::citus_copy_format) intermediate_result("?column?" integer, "?column?_1" integer))) sum ----- 67 (1 row) -- Same query with the above one, yet now we check the row's NON-existence -- by NOT EXISTS. Note that, max value_2 of events_table is 5 SELECT SUM(user_id) FROM (SELECT * FROM (SELECT user_id FROM users_table ORDER BY user_id LIMIT 10) as t1 INNER JOIN (SELECT user_id as user_id_2 FROM users_table ORDER BY user_id LIMIT 10) as t2 ON t1.user_id = t2.user_id_2 WHERE t1.user_id IN (SELECT value_2 FROM events_table) ) as t3 WHERE NOT EXISTS (SELECT 1,2 FROM events_table WHERE events_table.value_2 = events_table.user_id + 6); DEBUG: push down of limit count: 10 DEBUG: generating subplan 54_1 for subquery SELECT user_id FROM public.users_table ORDER BY user_id LIMIT 10 DEBUG: push down of limit count: 10 DEBUG: generating subplan 54_2 for subquery SELECT user_id AS user_id_2 FROM public.users_table ORDER BY user_id LIMIT 10 DEBUG: generating subplan 54_3 for subquery SELECT value_2 FROM public.events_table DEBUG: generating subplan 54_4 for subquery SELECT t1.user_id, t2.user_id_2 FROM ((SELECT intermediate_result.user_id FROM read_intermediate_result('54_1'::text, 'binary'::citus_copy_format) intermediate_result(user_id integer)) t1 JOIN (SELECT intermediate_result.user_id_2 FROM read_intermediate_result('54_2'::text, 'binary'::citus_copy_format) intermediate_result(user_id_2 integer)) t2 ON ((t1.user_id OPERATOR(pg_catalog.=) t2.user_id_2))) WHERE (t1.user_id OPERATOR(pg_catalog.=) ANY (SELECT intermediate_result.value_2 FROM read_intermediate_result('54_3'::text, 'binary'::citus_copy_format) intermediate_result(value_2 integer))) DEBUG: generating subplan 54_5 for subquery SELECT 1, 2 FROM public.events_table WHERE (value_2 OPERATOR(pg_catalog.=) (user_id OPERATOR(pg_catalog.+) 6)) DEBUG: Plan 54 query after replacing subqueries and CTEs: SELECT sum(user_id) AS sum FROM (SELECT intermediate_result.user_id, intermediate_result.user_id_2 FROM read_intermediate_result('54_4'::text, 'binary'::citus_copy_format) intermediate_result(user_id integer, user_id_2 integer)) t3 WHERE (NOT (EXISTS (SELECT intermediate_result."?column?", intermediate_result."?column?_1" AS "?column?" FROM read_intermediate_result('54_5'::text, 'binary'::citus_copy_format) intermediate_result("?column?" integer, "?column?_1" integer)))) sum ----- 67 (1 row) -- Check the existence of row by comparing it with the result of subquery in -- WHERE clause. Note that subquery is planned recursively since there is no -- distributed table in the from SELECT * FROM (SELECT user_id, value_1 FROM users_table ORDER BY user_id ASC, value_1 ASC LIMIT 10) as t3 WHERE row(user_id, value_1) = (SELECT min(user_id) + 1, min(user_id) + 1 FROM events_table); DEBUG: generating subplan 60_1 for subquery SELECT (min(user_id) OPERATOR(pg_catalog.+) 1), (min(user_id) OPERATOR(pg_catalog.+) 1) FROM public.events_table DEBUG: push down of limit count: 10 DEBUG: generating subplan 60_2 for subquery SELECT user_id, value_1 FROM public.users_table ORDER BY user_id, value_1 LIMIT 10 DEBUG: Plan 60 query after replacing subqueries and CTEs: SELECT user_id, value_1 FROM (SELECT intermediate_result.user_id, intermediate_result.value_1 FROM read_intermediate_result('60_2'::text, 'binary'::citus_copy_format) intermediate_result(user_id integer, value_1 integer)) t3 WHERE ((user_id, value_1) OPERATOR(pg_catalog.=) (SELECT intermediate_result."?column?", intermediate_result."?column?_1" AS "?column?" FROM read_intermediate_result('60_1'::text, 'binary'::citus_copy_format) intermediate_result("?column?" integer, "?column?_1" integer))) user_id | value_1 ---------+--------- (0 rows) -- Recursively plan subquery in WHERE clause when the FROM clause has a subquery -- generated by generate_series function SELECT * FROM (SELECT * FROM generate_series(1,10) ) as gst WHERE generate_series IN (SELECT value_2 FROM events_table ) ORDER BY generate_series ASC; DEBUG: generating subplan 63_1 for subquery SELECT NULL::integer AS user_id, NULL::timestamp without time zone AS "time", NULL::integer AS event_type, value_2, NULL::double precision AS value_3, NULL::bigint AS value_4 FROM public.events_table WHERE true DEBUG: Plan 63 query after replacing subqueries and CTEs: SELECT generate_series FROM (SELECT generate_series.generate_series FROM generate_series(1, 10) generate_series(generate_series)) gst WHERE (generate_series OPERATOR(pg_catalog.=) ANY (SELECT events_table.value_2 FROM (SELECT intermediate_result.user_id, intermediate_result."time", intermediate_result.event_type, intermediate_result.value_2, intermediate_result.value_3, intermediate_result.value_4 FROM read_intermediate_result('63_1'::text, 'binary'::citus_copy_format) intermediate_result(user_id integer, "time" timestamp without time zone, event_type integer, value_2 integer, value_3 double precision, value_4 bigint)) events_table(user_id, "time", event_type, value_2, value_3, value_4))) ORDER BY generate_series generate_series ----------------- 1 2 3 4 5 (5 rows) -- Similar to the test above, now we also have a generate_series in WHERE clause SELECT * FROM (SELECT * FROM generate_series(1,10) ) as gst WHERE generate_series IN (SELECT user_id FROM users_table WHERE user_id IN (SELECT * FROM generate_series(1,3) ) ) ORDER BY generate_series ASC; DEBUG: generating subplan 65_1 for subquery SELECT user_id, NULL::timestamp without time zone AS "time", NULL::integer AS value_1, NULL::integer AS value_2, NULL::double precision AS value_3, NULL::bigint AS value_4 FROM public.users_table WHERE true DEBUG: generating subplan 65_2 for subquery SELECT user_id FROM (SELECT intermediate_result.user_id, intermediate_result."time", intermediate_result.value_1, intermediate_result.value_2, intermediate_result.value_3, intermediate_result.value_4 FROM read_intermediate_result('65_1'::text, 'binary'::citus_copy_format) intermediate_result(user_id integer, "time" timestamp without time zone, value_1 integer, value_2 integer, value_3 double precision, value_4 bigint)) users_table(user_id, "time", value_1, value_2, value_3, value_4) WHERE (user_id OPERATOR(pg_catalog.=) ANY (SELECT generate_series.generate_series FROM generate_series(1, 3) generate_series(generate_series))) DEBUG: Plan 65 query after replacing subqueries and CTEs: SELECT generate_series FROM (SELECT generate_series.generate_series FROM generate_series(1, 10) generate_series(generate_series)) gst WHERE (generate_series OPERATOR(pg_catalog.=) ANY (SELECT intermediate_result.user_id FROM read_intermediate_result('65_2'::text, 'binary'::citus_copy_format) intermediate_result(user_id integer))) ORDER BY generate_series generate_series ----------------- 1 2 3 (3 rows) -- Local tables also planned recursively, so using it as part of the FROM clause -- make the clause recurring CREATE TABLE local_table(id int, value_1 int); INSERT INTO local_table VALUES(1,1), (2,2); SELECT * FROM (SELECT * FROM local_table) as sub_table WHERE id IN (SELECT user_id FROM users_table); DEBUG: generating subplan 68_1 for subquery SELECT id, value_1 FROM subquery_in_where.local_table DEBUG: generating subplan 68_2 for subquery SELECT user_id FROM public.users_table DEBUG: Plan 68 query after replacing subqueries and CTEs: SELECT id, value_1 FROM (SELECT intermediate_result.id, intermediate_result.value_1 FROM read_intermediate_result('68_1'::text, 'binary'::citus_copy_format) intermediate_result(id integer, value_1 integer)) sub_table WHERE (id OPERATOR(pg_catalog.=) ANY (SELECT intermediate_result.user_id FROM read_intermediate_result('68_2'::text, 'binary'::citus_copy_format) intermediate_result(user_id integer))) id | value_1 ----+--------- 1 | 1 2 | 2 (2 rows) -- Use local table in WHERE clause SELECT COUNT(*) FROM (SELECT * FROM users_table ORDER BY user_id LIMIT 10) as sub_table WHERE user_id IN (SELECT id FROM local_table); DEBUG: generating subplan 70_1 for subquery SELECT id FROM subquery_in_where.local_table DEBUG: push down of limit count: 10 DEBUG: generating subplan 70_2 for subquery SELECT user_id, "time", value_1, value_2, value_3, value_4 FROM public.users_table ORDER BY user_id LIMIT 10 DEBUG: Plan 70 query after replacing subqueries and CTEs: SELECT count(*) AS count FROM (SELECT intermediate_result.user_id, intermediate_result."time", intermediate_result.value_1, intermediate_result.value_2, intermediate_result.value_3, intermediate_result.value_4 FROM read_intermediate_result('70_2'::text, 'binary'::citus_copy_format) intermediate_result(user_id integer, "time" timestamp without time zone, value_1 integer, value_2 integer, value_3 double precision, value_4 bigint)) sub_table WHERE (user_id OPERATOR(pg_catalog.=) ANY (SELECT intermediate_result.id FROM read_intermediate_result('70_1'::text, 'binary'::citus_copy_format) intermediate_result(id integer))) count ------- 10 (1 row) SET client_min_messages TO DEFAULT; DROP TABLE local_table; DROP SCHEMA subquery_in_where CASCADE; SET search_path TO public;