use strict; use warnings FATAL => 'all'; use PostgreSQL::Test::Cluster; use PostgreSQL::Test::Utils; use Test::More; my $dim = 3; my $array_sql = join(",", ('random()') x $dim); # Initialize node my $node = PostgreSQL::Test::Cluster->new('node'); $node->init; $node->start; # Create table $node->safe_psql("postgres", "CREATE EXTENSION vector;"); $node->safe_psql("postgres", "CREATE TABLE tst (i int4 PRIMARY KEY, v vector($dim));"); $node->safe_psql("postgres", "INSERT INTO tst SELECT i, ARRAY[$array_sql] FROM generate_series(1, 100000) i;" ); $node->safe_psql("postgres", qq( SET maintenance_work_mem = '128MB'; SET max_parallel_maintenance_workers = 2; CREATE INDEX ON tst USING hnsw (v vector_l2_ops) )); my $count = $node->safe_psql("postgres", qq( SET enable_seqscan = off; SET hnsw.iterative_scan = relaxed_order; SET hnsw.max_scan_tuples = 100000; SET hnsw.scan_mem_multiplier = 2; SELECT COUNT(*) FROM (SELECT v FROM tst WHERE i % 10000 = 0 ORDER BY v <-> (SELECT v FROM tst LIMIT 1) LIMIT 11) t; )); is($count, 10); foreach ((30000, 50000, 70000)) { my $max_tuples = $_; my $expected = $max_tuples / 10000; my $sum = 0; for my $i (1 .. 20) { $count = $node->safe_psql("postgres", qq( SET enable_seqscan = off; SET hnsw.iterative_scan = relaxed_order; SET hnsw.max_scan_tuples = $max_tuples; SET hnsw.scan_mem_multiplier = 2; SELECT COUNT(*) FROM (SELECT v FROM tst WHERE i % 10000 = 0 ORDER BY v <-> (SELECT v FROM tst WHERE i = $i) LIMIT 11) t; )); $sum += $count; } my $avg = $sum / 20; cmp_ok($avg, '>', $expected - 2); cmp_ok($avg, '<', $expected + 2); } done_testing();