use strict; use warnings; use PostgresNode; use TestLib; use Test::More tests => 2; my $node; my @expected_ids; # TODO Run more queries to prevent flakiness sub test_recall { my ($probes, $min) = @_; my $actual = $node->safe_psql("postgres", qq( SET enable_seqscan = off; SET ivfflat.probes = $probes; SELECT i FROM tst ORDER BY v <-> '[0.5,0.5,0.5]' LIMIT 10; )); my @actual_ids = split("\n", $actual); my %actual_set = map { $_ => 1 } @actual_ids; my $count = 0; for my $el (@expected_ids) { if (exists($actual_set{$el})) { $count++; } } cmp_ok($count, ">=", $min); } # Initialize node $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, v vector(3));"); $node->safe_psql("postgres", "INSERT INTO tst SELECT i, ARRAY[random(), random(), random()] FROM generate_series(1,100000) i;" ); # Get exact results my $expected = $node->safe_psql("postgres", "SELECT i FROM tst ORDER BY v <-> '[0.5,0.5,0.5]' LIMIT 10;"); @expected_ids = split("\n", $expected); # Add index $node->safe_psql("postgres", "CREATE INDEX ON tst USING ivfflat (v);"); # Test approximate results test_recall(1, 5); # Test probes test_recall(100, 10);