drop extension if exists datasketches cascade; create extension datasketches; drop table if exists quantiles_sketch_test; create table quantiles_sketch_test(sketch quantiles_double_sketch); -- default k insert into quantiles_sketch_test select quantiles_double_sketch_build(value) from (values (1), (2), (3), (4), (5)) as t(value) ; -- k = 32 insert into quantiles_sketch_test select quantiles_double_sketch_build(value, 32) from (values (6), (7), (8), (9), (10)) as t(value) ; -- get min and max values select quantiles_double_sketch_get_quantiles(sketch, array[0, 1]) as min_max from quantiles_sketch_test; select quantiles_double_sketch_to_string(sketch) from quantiles_sketch_test; -- default k, median select quantiles_double_sketch_get_quantile(quantiles_double_sketch_merge(sketch), 0.5) as median from quantiles_sketch_test; -- k = 32, rank of value 6 select quantiles_double_sketch_get_rank(quantiles_double_sketch_merge(sketch, 32), 6) as rank from quantiles_sketch_test; select quantiles_double_sketch_get_pmf(quantiles_double_sketch_merge(sketch, 32), array[2, 5, 7]) as pmf from quantiles_sketch_test; select quantiles_double_sketch_get_cdf(quantiles_double_sketch_merge(sketch, 32), array[2, 5, 7]) as cdf from quantiles_sketch_test; select quantiles_double_sketch_get_histogram(quantiles_double_sketch_merge(sketch, 32), 5) as histogram from quantiles_sketch_test; drop table quantiles_sketch_test; drop extension datasketches;