LOAD 'pg_diffix'; SET pg_diffix.noise_layer_sd = 7; SET pg_diffix.low_count_layer_sd = 2; SET pg_diffix.low_count_min_threshold = 2; SET ROLE diffix_test; SET pg_diffix.session_access_level = 'anonymized_trusted'; ---------------------------------------------------------------- -- Sanity checks ---------------------------------------------------------------- SELECT diffix.access_level(); ---------------------------------------------------------------- -- Basic queries ---------------------------------------------------------------- SELECT COUNT(*) FROM test_customers; SELECT COUNT(*) FROM test_purchases; SELECT COUNT(city), COUNT(DISTINCT city) FROM test_customers; SELECT COUNT(DISTINCT cid) FROM test_purchases; SELECT city, COUNT(DISTINCT id) FROM test_customers GROUP BY 1; ---------------------------------------------------------------- -- Basic queries - expanding constants in target expressions ---------------------------------------------------------------- SELECT 1 FROM test_patients; SELECT cast(1 as real) FROM test_patients; SELECT 1, COUNT(*) FROM test_patients; SELECT 1, city FROM test_customers; SELECT city, 'aaaa' FROM test_customers; ---------------------------------------------------------------- -- Multi-AID queries ---------------------------------------------------------------- SELECT city FROM test_patients GROUP BY 1; SELECT COUNT(*), COUNT(city), COUNT(DISTINCT city) FROM test_patients; ---------------------------------------------------------------- -- LCF & Filtering ---------------------------------------------------------------- SELECT id FROM test_customers; SELECT city FROM test_customers; SELECT city FROM test_customers GROUP BY 1 HAVING length(city) <> 4; SELECT COUNT(*), COUNT(city), COUNT(DISTINCT city) FROM london_customers; -- LCF doesn't depend on the bucket seed, both queries should have same noisy threshold. SELECT diffix.floor_by(age, 30), COUNT(*) FROM test_patients GROUP BY 1; SELECT diffix.floor_by(age, 30), diffix.floor_by(age, 106), COUNT(*) FROM test_patients GROUP BY 1, 2; ---------------------------------------------------------------- -- Empty tables ---------------------------------------------------------------- SELECT COUNT(*), COUNT(city), COUNT(DISTINCT city) FROM empty_test_customers;