use strict; use warnings; use PostgresNode; use TestLib; use Test::More; # Initialize node my $node = get_new_node('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(3));"); $node->safe_psql("postgres", "INSERT INTO tst SELECT i, ARRAY[random(), random(), random()] FROM generate_series(1, 100000) i;" ); # Check each index type my @operators = ("<->", "<#>", "<=>"); my @opclasses = ("vector_l2_ops", "vector_ip_ops", "vector_cosine_ops"); for my $i (0 .. $#operators) { my $operator = $operators[$i]; my $opclass = $opclasses[$i]; # Add index $node->safe_psql("postgres", "CREATE INDEX ON tst USING ivfflat (v $opclass);"); # Test 100% recall for (1 .. 20) { my $id = int(rand() * 100000); my $query = $node->safe_psql("postgres", "SELECT v FROM tst WHERE i = $id;"); my $res = $node->safe_psql("postgres", qq( SET enable_seqscan = off; SELECT v FROM tst ORDER BY v <-> '$query' LIMIT 1; )); is($res, $query); } } done_testing();