-- -- MULTI_SUBQUERY -- ALTER SEQUENCE pg_catalog.pg_dist_shardid_seq RESTART 270000; -- print major version to make version-specific tests clear SHOW server_version \gset SELECT substring(:'server_version', '\d+\.\d+') AS major_version; -- Create tables for subquery tests CREATE TABLE lineitem_subquery ( l_orderkey bigint not null, l_partkey integer not null, l_suppkey integer not null, l_linenumber integer not null, l_quantity decimal(15, 2) not null, l_extendedprice decimal(15, 2) not null, l_discount decimal(15, 2) not null, l_tax decimal(15, 2) not null, l_returnflag char(1) not null, l_linestatus char(1) not null, l_shipdate date not null, l_commitdate date not null, l_receiptdate date not null, l_shipinstruct char(25) not null, l_shipmode char(10) not null, l_comment varchar(44) not null, PRIMARY KEY(l_orderkey, l_linenumber) ); SELECT master_create_distributed_table('lineitem_subquery', 'l_orderkey', 'range'); CREATE TABLE orders_subquery ( o_orderkey bigint not null, o_custkey integer not null, o_orderstatus char(1) not null, o_totalprice decimal(15,2) not null, o_orderdate date not null, o_orderpriority char(15) not null, o_clerk char(15) not null, o_shippriority integer not null, o_comment varchar(79) not null, PRIMARY KEY(o_orderkey) ); SELECT master_create_distributed_table('orders_subquery', 'o_orderkey', 'range'); SET citus.enable_router_execution TO 'false'; -- Check that we allow subquery pushdown in default settings. 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; -- Check that we don't crash if there are not any shards. 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; -- Load data into tables. SELECT master_create_empty_shard('lineitem_subquery') AS new_shard_id \gset UPDATE pg_dist_shard SET shardminvalue = 1, shardmaxvalue = 5986 WHERE shardid = :new_shard_id; SELECT master_create_empty_shard('lineitem_subquery') AS new_shard_id \gset UPDATE pg_dist_shard SET shardminvalue = 8997, shardmaxvalue = 14947 WHERE shardid = :new_shard_id; SELECT master_create_empty_shard('orders_subquery') AS new_shard_id \gset UPDATE pg_dist_shard SET shardminvalue = 1, shardmaxvalue = 5986 WHERE shardid = :new_shard_id; SELECT master_create_empty_shard('orders_subquery') AS new_shard_id \gset UPDATE pg_dist_shard SET shardminvalue = 8997, shardmaxvalue = 14946 WHERE shardid = :new_shard_id; SET citus.shard_max_size TO "1MB"; \copy lineitem_subquery FROM '@abs_srcdir@/data/lineitem.1.data' with delimiter '|' \copy lineitem_subquery FROM '@abs_srcdir@/data/lineitem.2.data' with delimiter '|' \copy orders_subquery FROM '@abs_srcdir@/data/orders.1.data' with delimiter '|' \copy orders_subquery FROM '@abs_srcdir@/data/orders.2.data' with delimiter '|' -- 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. UPDATE pg_dist_shard SET shardmaxvalue = '14947' WHERE shardid = 270003; -- If group by is not on partition column then we error out from single table -- repartition code path 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 error out 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; 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_custkey GROUP BY l_orderkey) AS unit_prices; -- Check that we error out if there is non relation subqueries SELECT count(*) FROM ( (SELECT l_orderkey FROM lineitem_subquery) UNION ALL (SELECT 1::bigint) ) b; -- Check that we error out if queries in union do not include partition columns. SELECT count(*) FROM ( (SELECT l_orderkey FROM lineitem_subquery) UNION (SELECT l_partkey FROM lineitem_subquery) ) b; -- Check that we run union queries if partition column is selected. SELECT count(*) FROM ( (SELECT l_orderkey FROM lineitem_subquery) UNION (SELECT l_orderkey FROM lineitem_subquery) ) b; -- Check that we error out if inner query has Limit but subquery_pushdown is not set SELECT avg(o_totalprice/l_quantity) FROM (SELECT l_orderkey, l_quantity FROM lineitem_subquery ORDER BY 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_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; -- Check that we error out if the outermost query is a distinct clause. SELECT count(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 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; -- 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 ); SELECT master_create_distributed_table('subquery_pruning_varchar_test_table', 'a', 'hash'); SELECT master_create_worker_shards('subquery_pruning_varchar_test_table', 4, 1); 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; DROP TABLE subquery_pruning_varchar_test_table; -- Create composite type to use in subquery pushdown CREATE TYPE user_composite_type AS ( tenant_id BIGINT, user_id BIGINT ); CREATE FUNCTION user_composite_type_equal(user_composite_type, user_composite_type) returns boolean AS 'select $1.tenant_id = $2.tenant_id AND $1.user_id = $2.user_id;' language sql immutable returns NULL ON NULL input; CREATE OR REPLACE FUNCTION user_composite_type_lt(v1 user_composite_type, v2 user_composite_type) returns boolean AS $$ BEGIN if v1.tenant_id < v2.tenant_id THEN return true; end if; if v1.tenant_id = v2.tenant_id AND v1.user_id < v2.user_id THEN RETURN true; end if; RETURN false; END; $$ language 'plpgsql' immutable returns NULL ON NULL input; CREATE OR REPLACE FUNCTION user_composite_type_le(v1 user_composite_type, v2 user_composite_type) returns boolean AS $$ BEGIN if v1.tenant_id < v2.tenant_id THEN return true; end if; if v1.tenant_id = v2.tenant_id AND v1.user_id <= v2.user_id THEN RETURN true; end if; RETURN false; END; $$ language 'plpgsql' immutable returns NULL ON NULL input; CREATE OR REPLACE FUNCTION user_composite_type_gt(v1 user_composite_type, v2 user_composite_type) returns boolean AS $$ BEGIN if v1.tenant_id > v2.tenant_id THEN return true; end if; if v1.tenant_id = v2.tenant_id AND v1.user_id > v2.user_id THEN RETURN true; end if; RETURN false; END; $$ language 'plpgsql' immutable returns NULL ON NULL input; CREATE OR REPLACE FUNCTION user_composite_type_ge(v1 user_composite_type, v2 user_composite_type) returns boolean AS $$ BEGIN if v1.tenant_id > v2.tenant_id THEN return true; end if; if v1.tenant_id = v2.tenant_id AND v1.user_id >= v2.user_id THEN RETURN true; end if; RETURN false; END; $$ language 'plpgsql' immutable returns NULL ON NULL input; CREATE OR REPLACE FUNCTION btree_comparison(v1 user_composite_type, v2 user_composite_type) returns integer AS $$ BEGIN if v1.tenant_id = v2.tenant_id AND v1.user_id = v2.user_id THEN return 0; end if; if v1.tenant_id > v2.tenant_id THEN RETURN 1; end if; if v1.tenant_id < v2.tenant_id THEN RETURN -1; end if; if v1.user_id > v2.user_id THEN RETURN 1; end if; if v1.user_id < v2.user_id THEN RETURN -1; end if; RETURN 0; END; $$ language 'plpgsql' immutable returns NULL ON NULL input; CREATE operator = ( leftarg = user_composite_type, rightarg = user_composite_type, PROCEDURE = user_composite_type_equal, commutator = =, RESTRICT = eqsel, JOIN = eqjoinsel, merges, hashes); CREATE operator < ( leftarg = user_composite_type, rightarg = user_composite_type, PROCEDURE = user_composite_type_lt ); CREATE operator > ( leftarg = user_composite_type, rightarg = user_composite_type, PROCEDURE = user_composite_type_gt ); CREATE operator <= ( leftarg = user_composite_type, rightarg = user_composite_type, PROCEDURE = user_composite_type_le ); CREATE operator >= ( leftarg = user_composite_type, rightarg = user_composite_type, PROCEDURE = user_composite_type_ge ); CREATE FUNCTION user_composite_type_hash(user_composite_type) returns int AS 'SELECT hashtext( ($1.tenant_id + $1.user_id)::text);' language sql immutable returns NULL ON NULL input; CREATE OPERATOR CLASS btree_user_composite_ops DEFAULT FOR TYPE user_composite_type USING btree AS OPERATOR 1 < , OPERATOR 2 <= , OPERATOR 3 = , OPERATOR 4 >= , OPERATOR 5 > , FUNCTION 1 btree_comparison(user_composite_type, user_composite_type); create operator class user_composite_type_hash_op_class DEFAULT FOR type user_composite_type using hash AS operator 1 = (user_composite_type, user_composite_type), FUNCTION 1 user_composite_type_hash(user_composite_type); \c - - - :worker_1_port CREATE TYPE user_composite_type AS ( tenant_id BIGINT, user_id BIGINT ); CREATE FUNCTION user_composite_type_equal(user_composite_type, user_composite_type) returns boolean AS 'select $1.tenant_id = $2.tenant_id AND $1.user_id = $2.user_id;' language sql immutable returns NULL ON NULL input; CREATE OR REPLACE FUNCTION user_composite_type_lt(v1 user_composite_type, v2 user_composite_type) returns boolean AS $$ BEGIN if v1.tenant_id < v2.tenant_id THEN return true; end if; if v1.tenant_id = v2.tenant_id AND v1.user_id < v2.user_id THEN RETURN true; end if; RETURN false; END; $$ language 'plpgsql' immutable returns NULL ON NULL input; CREATE OR REPLACE FUNCTION user_composite_type_le(v1 user_composite_type, v2 user_composite_type) returns boolean AS $$ BEGIN if v1.tenant_id < v2.tenant_id THEN return true; end if; if v1.tenant_id = v2.tenant_id AND v1.user_id <= v2.user_id THEN RETURN true; end if; RETURN false; END; $$ language 'plpgsql' immutable returns NULL ON NULL input; CREATE OR REPLACE FUNCTION user_composite_type_gt(v1 user_composite_type, v2 user_composite_type) returns boolean AS $$ BEGIN if v1.tenant_id > v2.tenant_id THEN return true; end if; if v1.tenant_id = v2.tenant_id AND v1.user_id > v2.user_id THEN RETURN true; end if; RETURN false; END; $$ language 'plpgsql' immutable returns NULL ON NULL input; CREATE OR REPLACE FUNCTION user_composite_type_ge(v1 user_composite_type, v2 user_composite_type) returns boolean AS $$ BEGIN if v1.tenant_id > v2.tenant_id THEN return true; end if; if v1.tenant_id = v2.tenant_id AND v1.user_id >= v2.user_id THEN RETURN true; end if; RETURN false; END; $$ language 'plpgsql' immutable returns NULL ON NULL input; CREATE OR REPLACE FUNCTION btree_comparison(v1 user_composite_type, v2 user_composite_type) returns integer AS $$ BEGIN if v1.tenant_id = v2.tenant_id AND v1.user_id = v2.user_id THEN return 0; end if; if v1.tenant_id > v2.tenant_id THEN RETURN 1; end if; if v1.tenant_id < v2.tenant_id THEN RETURN -1; end if; if v1.user_id > v2.user_id THEN RETURN 1; end if; if v1.user_id < v2.user_id THEN RETURN -1; end if; RETURN 0; END; $$ language 'plpgsql' immutable returns NULL ON NULL input; CREATE operator = ( leftarg = user_composite_type, rightarg = user_composite_type, PROCEDURE = user_composite_type_equal, commutator = =, RESTRICT = eqsel, JOIN = eqjoinsel, merges, hashes); CREATE operator < ( leftarg = user_composite_type, rightarg = user_composite_type, PROCEDURE = user_composite_type_lt ); CREATE operator > ( leftarg = user_composite_type, rightarg = user_composite_type, PROCEDURE = user_composite_type_gt ); CREATE operator <= ( leftarg = user_composite_type, rightarg = user_composite_type, PROCEDURE = user_composite_type_le ); CREATE operator >= ( leftarg = user_composite_type, rightarg = user_composite_type, PROCEDURE = user_composite_type_ge ); CREATE FUNCTION user_composite_type_hash(user_composite_type) returns int AS 'SELECT hashtext( ($1.tenant_id + $1.user_id)::text);' language sql immutable returns NULL ON NULL input; CREATE OPERATOR CLASS btree_user_composite_ops DEFAULT FOR TYPE user_composite_type USING btree AS OPERATOR 1 < , OPERATOR 2 <= , OPERATOR 3 = , OPERATOR 4 >= , OPERATOR 5 > , FUNCTION 1 btree_comparison(user_composite_type, user_composite_type); create operator class user_composite_type_hash_op_class DEFAULT FOR type user_composite_type using hash AS operator 1 = (user_composite_type, user_composite_type), FUNCTION 1 user_composite_type_hash(user_composite_type); \c - - - :worker_2_port CREATE TYPE user_composite_type AS ( tenant_id BIGINT, user_id BIGINT ); CREATE FUNCTION user_composite_type_equal(user_composite_type, user_composite_type) returns boolean AS 'select $1.tenant_id = $2.tenant_id AND $1.user_id = $2.user_id;' language sql immutable returns NULL ON NULL input; CREATE OR REPLACE FUNCTION user_composite_type_lt(v1 user_composite_type, v2 user_composite_type) returns boolean AS $$ BEGIN if v1.tenant_id < v2.tenant_id THEN return true; end if; if v1.tenant_id = v2.tenant_id AND v1.user_id < v2.user_id THEN RETURN true; end if; RETURN false; END; $$ language 'plpgsql' immutable returns NULL ON NULL input; CREATE OR REPLACE FUNCTION user_composite_type_le(v1 user_composite_type, v2 user_composite_type) returns boolean AS $$ BEGIN if v1.tenant_id < v2.tenant_id THEN return true; end if; if v1.tenant_id = v2.tenant_id AND v1.user_id <= v2.user_id THEN RETURN true; end if; RETURN false; END; $$ language 'plpgsql' immutable returns NULL ON NULL input; CREATE OR REPLACE FUNCTION user_composite_type_gt(v1 user_composite_type, v2 user_composite_type) returns boolean AS $$ BEGIN if v1.tenant_id > v2.tenant_id THEN return true; end if; if v1.tenant_id = v2.tenant_id AND v1.user_id > v2.user_id THEN RETURN true; end if; RETURN false; END; $$ language 'plpgsql' immutable returns NULL ON NULL input; CREATE OR REPLACE FUNCTION user_composite_type_ge(v1 user_composite_type, v2 user_composite_type) returns boolean AS $$ BEGIN if v1.tenant_id > v2.tenant_id THEN return true; end if; if v1.tenant_id = v2.tenant_id AND v1.user_id >= v2.user_id THEN RETURN true; end if; RETURN false; END; $$ language 'plpgsql' immutable returns NULL ON NULL input; CREATE OR REPLACE FUNCTION btree_comparison(v1 user_composite_type, v2 user_composite_type) returns integer AS $$ BEGIN if v1.tenant_id = v2.tenant_id AND v1.user_id = v2.user_id THEN return 0; end if; if v1.tenant_id > v2.tenant_id THEN RETURN 1; end if; if v1.tenant_id < v2.tenant_id THEN RETURN -1; end if; if v1.user_id > v2.user_id THEN RETURN 1; end if; if v1.user_id < v2.user_id THEN RETURN -1; end if; RETURN 0; END; $$ language 'plpgsql' immutable returns NULL ON NULL input; CREATE operator = ( leftarg = user_composite_type, rightarg = user_composite_type, PROCEDURE = user_composite_type_equal, commutator = =, RESTRICT = eqsel, JOIN = eqjoinsel, merges, hashes); CREATE operator < ( leftarg = user_composite_type, rightarg = user_composite_type, PROCEDURE = user_composite_type_lt ); CREATE operator > ( leftarg = user_composite_type, rightarg = user_composite_type, PROCEDURE = user_composite_type_gt ); CREATE operator <= ( leftarg = user_composite_type, rightarg = user_composite_type, PROCEDURE = user_composite_type_le ); CREATE operator >= ( leftarg = user_composite_type, rightarg = user_composite_type, PROCEDURE = user_composite_type_ge ); CREATE FUNCTION user_composite_type_hash(user_composite_type) returns int AS 'SELECT hashtext( ($1.tenant_id + $1.user_id)::text);' language sql immutable returns NULL ON NULL input; CREATE OPERATOR CLASS btree_user_composite_ops DEFAULT FOR TYPE user_composite_type USING btree AS OPERATOR 1 < , OPERATOR 2 <= , OPERATOR 3 = , OPERATOR 4 >= , OPERATOR 5 > , FUNCTION 1 btree_comparison(user_composite_type, user_composite_type); create operator class user_composite_type_hash_op_class DEFAULT FOR type user_composite_type using hash AS operator 1 = (user_composite_type, user_composite_type), FUNCTION 1 user_composite_type_hash(user_composite_type); \c - - - :master_port CREATE TABLE events ( composite_id user_composite_type, event_id bigint, event_type character varying(255), event_time bigint ); SELECT master_create_distributed_table('events', 'composite_id', 'range'); SELECT master_create_empty_shard('events') AS new_shard_id \gset UPDATE pg_dist_shard SET shardminvalue = '(1,1)', shardmaxvalue = '(1,2000000000)' WHERE shardid = :new_shard_id; SELECT master_create_empty_shard('events') AS new_shard_id \gset UPDATE pg_dist_shard SET shardminvalue = '(1,2000000001)', shardmaxvalue = '(1,4300000000)' WHERE shardid = :new_shard_id; SELECT master_create_empty_shard('events') AS new_shard_id \gset UPDATE pg_dist_shard SET shardminvalue = '(2,1)', shardmaxvalue = '(2,2000000000)' WHERE shardid = :new_shard_id; SELECT master_create_empty_shard('events') AS new_shard_id \gset UPDATE pg_dist_shard SET shardminvalue = '(2,2000000001)', shardmaxvalue = '(2,4300000000)' WHERE shardid = :new_shard_id; \COPY events FROM STDIN WITH CSV "(1,1001)",20001,click,1472807012 "(1,1001)",20002,submit,1472807015 "(1,1001)",20003,pay,1472807020 "(1,1002)",20010,click,1472807022 "(1,1002)",20011,click,1472807023 "(1,1002)",20012,submit,1472807025 "(1,1002)",20013,pay,1472807030 "(1,1003)",20014,click,1472807032 "(1,1003)",20015,click,1472807033 "(1,1003)",20016,click,1472807034 "(1,1003)",20017,submit,1472807035 \. CREATE TABLE users ( composite_id user_composite_type, lastseen bigint ); SELECT master_create_distributed_table('users', 'composite_id', 'range'); SELECT master_create_empty_shard('users') AS new_shard_id \gset UPDATE pg_dist_shard SET shardminvalue = '(1,1)', shardmaxvalue = '(1,2000000000)' WHERE shardid = :new_shard_id; SELECT master_create_empty_shard('users') AS new_shard_id \gset UPDATE pg_dist_shard SET shardminvalue = '(1,2000000001)', shardmaxvalue = '(1,4300000000)' WHERE shardid = :new_shard_id; SELECT master_create_empty_shard('users') AS new_shard_id \gset UPDATE pg_dist_shard SET shardminvalue = '(2,1)', shardmaxvalue = '(2,2000000000)' WHERE shardid = :new_shard_id; SELECT master_create_empty_shard('users') AS new_shard_id \gset UPDATE pg_dist_shard SET shardminvalue = '(2,2000000001)', shardmaxvalue = '(2,4300000000)' WHERE shardid = :new_shard_id; \COPY users FROM STDIN WITH CSV "(1,1001)",1472807115 "(1,1002)",1472807215 "(1,1003)",1472807315 \. -- 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; -- 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; -- reset the flag for next query SET citus.subquery_pushdown to OFF; -- Same queries above with explain -- Simple join subquery pushdown EXPLAIN (COSTS OFF) 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 EXPLAIN (COSTS OFF) 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; -- Union, left join and having subquery pushdown EXPLAIN (COSTS OFF) 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 due to limit in the query SET citus.subquery_pushdown to ON; EXPLAIN (COSTS OFF) 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; SET citus.subquery_pushdown to OFF; SET citus.enable_router_execution TO 'true';