-- -- MULTI_AGG_APPROXIMATE_DISTINCT -- -- Create HLL extension if present, print false result otherwise SELECT CASE WHEN COUNT(*) > 0 THEN 'CREATE EXTENSION HLL' ELSE 'SELECT false AS hll_present' END AS create_cmd FROM pg_available_extensions() WHERE name = 'hll' \gset :create_cmd; \c - - - :worker_1_port :create_cmd; \c - - - :worker_2_port :create_cmd; \c - - - :master_port -- Try to execute count(distinct) when approximate distincts aren't enabled SELECT count(distinct l_orderkey) FROM lineitem; -- Check approximate count(distinct) at different precisions / error rates SET citus.count_distinct_error_rate = 0.1; SELECT count(distinct l_orderkey) FROM lineitem; SET citus.count_distinct_error_rate = 0.01; SELECT count(distinct l_orderkey) FROM lineitem; -- Check approximate count(distinct) for different data types SELECT count(distinct l_partkey) FROM lineitem; SELECT count(distinct l_extendedprice) FROM lineitem; SELECT count(distinct l_shipdate) FROM lineitem; SELECT count(distinct l_comment) FROM lineitem; -- Check that we can execute approximate count(distinct) on complex expressions SELECT count(distinct (l_orderkey * 2 + 1)) FROM lineitem; SELECT count(distinct extract(month from l_shipdate)) AS my_month FROM lineitem; SELECT count(distinct l_partkey) / count(distinct l_orderkey) FROM lineitem; -- Check that we can execute approximate count(distinct) on select queries that -- contain different filter, join, sort and limit clauses SELECT count(distinct l_orderkey) FROM lineitem WHERE octet_length(l_comment) + octet_length('randomtext'::text) > 40; SELECT count(DISTINCT l_orderkey) FROM lineitem, orders WHERE l_orderkey = o_orderkey AND l_quantity < 5; SELECT count(DISTINCT l_orderkey) as distinct_order_count, l_quantity FROM lineitem WHERE l_quantity < 32.0 GROUP BY l_quantity ORDER BY distinct_order_count ASC, l_quantity ASC LIMIT 10; -- Check that approximate count(distinct) works at a table in a schema other than public -- create necessary objects SET citus.next_shard_id TO 20000000; SET citus.next_placement_id TO 20000000; CREATE SCHEMA test_count_distinct_schema; CREATE TABLE test_count_distinct_schema.nation_hash( n_nationkey integer not null, n_name char(25) not null, n_regionkey integer not null, n_comment varchar(152) ); SELECT create_distributed_table('test_count_distinct_schema.nation_hash', 'n_nationkey', 'hash'); \copy test_count_distinct_schema.nation_hash FROM STDIN with delimiter '|'; 0|ALGERIA|0|haggle. carefully final deposits detect slyly agai 1|ARGENTINA|1|al foxes promise slyly according to the regular accounts. bold requests alon 2|BRAZIL|1|y alongside of the pending deposits. carefully special packages are about the ironic forges. slyly special 3|CANADA|1|eas hang ironic, silent packages. slyly regular packages are furiously over the tithes. fluffily bold 4|EGYPT|4|y above the carefully unusual theodolites. final dugouts are quickly across the furiously regular d 5|ETHIOPIA|0|ven packages wake quickly. regu \. SET search_path TO public; SET citus.count_distinct_error_rate TO 0.01; SELECT COUNT (DISTINCT n_regionkey) FROM test_count_distinct_schema.nation_hash; -- test with search_path is set SET search_path TO test_count_distinct_schema; SELECT COUNT (DISTINCT n_regionkey) FROM nation_hash; SET search_path TO public; -- If we have an order by on count(distinct) that we intend to push down to -- worker nodes, we need to error out. Otherwise, we are fine. SET citus.limit_clause_row_fetch_count = 1000; SELECT l_returnflag, count(DISTINCT l_shipdate) as count_distinct, count(*) as total FROM lineitem GROUP BY l_returnflag ORDER BY count_distinct LIMIT 10; SELECT l_returnflag, count(DISTINCT l_shipdate) as count_distinct, count(*) as total FROM lineitem GROUP BY l_returnflag ORDER BY total LIMIT 10; SELECT l_orderkey, count(l_partkey) FILTER (WHERE l_shipmode = 'AIR'), count(DISTINCT l_partkey) FILTER (WHERE l_shipmode = 'AIR'), count(DISTINCT CASE WHEN l_shipmode = 'AIR' THEN l_partkey ELSE NULL END) FROM lineitem GROUP BY l_orderkey ORDER BY 2 DESC, 1 DESC LIMIT 10; -- Check that we can revert config and disable count(distinct) approximations SET citus.count_distinct_error_rate = 0.0; SELECT count(distinct l_orderkey) FROM lineitem;