ClickHouse/tests/queries/0_stateless/02813_seriesOutliersDetectTukey.sql
2024-02-29 12:23:17 +00:00

33 lines
1.9 KiB
SQL

-- Tags: no-cpu-aarch64
-- Tag no-cpu-aarch64: values generated are slighly different on aarch64
DROP TABLE IF EXISTS tb1;
CREATE TABLE tb1 (n UInt32, a Array(Float64)) engine=Memory;
INSERT INTO tb1 VALUES (1, [-3, 2.40, 15, 3.90, 5, 6, 4.50, 5.20, 3, 4, 5, 16, 7, 5, 5, 4]), (2, [-3, 2.40, 15, 3.90, 5, 6, 4.50, 5.20, 12, 45, 12, 3.40, 3, 4, 5, 6]);
-- non-const inputs
SELECT seriesOutliersDetectTukey(a) FROM tb1 ORDER BY n;
SELECT seriesOutliersDetectTukey(a,.10,.90,1.5) FROM tb1 ORDER BY n;
DROP TABLE IF EXISTS tb1;
-- const inputs
SELECT seriesOutliersDetectTukey([-3, 2, 15, 3, 5, 6, 4.50, 5, 12, 45, 12, 3.40, 3, 4, 5, 6]);
SELECT seriesOutliersDetectTukey([-3, 2.40, 15, 3.90, 5, 6, 4.50, 5.20, 12, 60, 12, 3.40, 3, 4, 5, 6, 3.40, 2.7]);
-- const inputs with optional arguments
SELECT seriesOutliersDetectTukey([-3, 2, 15, 3, 5, 6, 4.50, 5, 12, 45, 12, 3.40, 3, 4, 5, 6], .25, .75, 1.5);
SELECT seriesOutliersDetectTukey([-3, 2, 15, 3, 5, 6, 4.50, 5, 12, 45, 12, 3.40, 3, 4, 5, 6], .10, .90, 1.5);
SELECT seriesOutliersDetectTukey([-3, 2, 15, 3, 5, 6, 4.50, 5, 12, 45, 12, 3.40, 3, 4, 5, 6], .02, .98, 1.5);
SELECT seriesOutliersDetectTukey([-3, 2, 15, 3], 0.02, 0.98, 1.5);
SELECT seriesOutliersDetectTukey(arrayMap(x -> sin(x / 10), range(30)));
SELECT seriesOutliersDetectTukey([-3, 2, 15, 3, 5, 6, 4, 5, 12, 45, 12, 3, 3, 4, 5, 6], .25, .75, 3);
-- negative tests
SELECT seriesOutliersDetectTukey([-3, 2, 15, 3, 5, 6, 4, 5, 12, 45, 12, 3, 3, 4, 5, 6], .25, .75, -1); -- { serverError BAD_ARGUMENTS}
SELECT seriesOutliersDetectTukey([-3, 2, 15, 3], .33, .53); -- { serverError NUMBER_OF_ARGUMENTS_DOESNT_MATCH}
SELECT seriesOutliersDetectTukey([-3, 2, 15, 3], .33); -- { serverError NUMBER_OF_ARGUMENTS_DOESNT_MATCH}
SELECT seriesOutliersDetectTukey([-3, 2.4, 15, NULL]); -- { serverError ILLEGAL_COLUMN}
SELECT seriesOutliersDetectTukey([]); -- { serverError ILLEGAL_COLUMN}
SELECT seriesOutliersDetectTukey([-3, 2.4, 15]); -- { serverError BAD_ARGUMENTS}