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(); access_level -------------------- anonymized_trusted (1 row) ---------------------------------------------------------------- -- Basic queries ---------------------------------------------------------------- SELECT COUNT(*) FROM test_customers; count ------- 4 (1 row) SELECT COUNT(*) FROM test_purchases; count ------- 23 (1 row) SELECT COUNT(city), COUNT(DISTINCT city) FROM test_customers; count | count -------+------- 4 | 1 (1 row) SELECT COUNT(DISTINCT cid) FROM test_purchases; count ------- 9 (1 row) SELECT city, COUNT(DISTINCT id) FROM test_customers GROUP BY 1; city | count ------+------- * | 16 Rome | 8 (2 rows) ---------------------------------------------------------------- -- Basic queries - expanding constants in target expressions ---------------------------------------------------------------- SELECT 1 FROM test_patients; ?column? ---------- 1 1 1 1 (4 rows) SELECT cast(1 as real) FROM test_patients; float4 -------- 1 1 1 1 (4 rows) SELECT 1, COUNT(*) FROM test_patients; ?column? | count ----------+------- 1 | 4 (1 row) SELECT 1, city FROM test_customers; ?column? | city ----------+------ 1 | * 1 | * 1 | * 1 | * 1 | * 1 | * 1 | * 1 | * 1 | * 1 | * 1 | * 1 | * 1 | * 1 | * 1 | * 1 | * 1 | Rome 1 | Rome 1 | Rome 1 | Rome 1 | Rome 1 | Rome 1 | Rome 1 | Rome (24 rows) SELECT city, 'aaaa' FROM test_customers; city | ?column? ------+---------- * | aaaa * | aaaa * | aaaa * | aaaa * | aaaa * | aaaa * | aaaa * | aaaa * | aaaa * | aaaa * | aaaa * | aaaa * | aaaa * | aaaa * | aaaa * | aaaa Rome | aaaa Rome | aaaa Rome | aaaa Rome | aaaa Rome | aaaa Rome | aaaa Rome | aaaa Rome | aaaa (24 rows) ---------------------------------------------------------------- -- Multi-AID queries ---------------------------------------------------------------- SELECT city FROM test_patients GROUP BY 1; city ------ * (1 row) SELECT COUNT(*), COUNT(city), COUNT(DISTINCT city) FROM test_patients; count | count | count -------+-------+------- 4 | 4 | 0 (1 row) ---------------------------------------------------------------- -- LCF & Filtering ---------------------------------------------------------------- SELECT id FROM test_customers; id ---- (16 rows) SELECT city FROM test_customers; city ------ * * * * * * * * * * * * * * * * Rome Rome Rome Rome Rome Rome Rome Rome (24 rows) SELECT city FROM test_customers GROUP BY 1 HAVING length(city) <> 4; city ------ * (1 row) SELECT COUNT(*), COUNT(city), COUNT(DISTINCT city) FROM london_customers; count | count | count -------+-------+------- 0 | 0 | 0 (1 row) -- 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; floor_by | count ----------+------- | 23 (1 row) SELECT diffix.floor_by(age, 30), diffix.floor_by(age, 106), COUNT(*) FROM test_patients GROUP BY 1, 2; floor_by | floor_by | count ----------+----------+------- | | 9 (1 row) ---------------------------------------------------------------- -- Empty tables ---------------------------------------------------------------- SELECT COUNT(*), COUNT(city), COUNT(DISTINCT city) FROM empty_test_customers; count | count | count -------+-------+------- 0 | 0 | 0 (1 row)