src/ports/postgres/modules/utilities/test/transform_vec_cols.ic.sql_in

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-- Create testing dataset

DROP TABLE IF EXISTS dt_golf CASCADE;
CREATE TABLE dt_golf (
    id integer NOT NULL,
    "OUTLOOK" text,
    temperature double precision,
    humidity double precision,
    "Temp_Humidity" double precision[],
    clouds_airquality text[],
    windy boolean,
    class text,
    observation_weight double precision
);
INSERT INTO dt_golf VALUES
(1,'sunny', 85, 85, ARRAY[85, 85],ARRAY['none', 'unhealthy'], 'false','Don''t Play', 5.0),
(2, 'sunny', 80, 90, ARRAY[80, 90], ARRAY['none', 'moderate'], 'true', 'Don''t Play', 5.0),
(3, 'overcast', 83, 78, ARRAY[83, 78], ARRAY['low', 'moderate'], 'false', 'Play', 1.5),
(4, 'rain', 70, 96, ARRAY[70, 96], ARRAY['low', 'moderate'], 'false', 'Play', 1.0),
(5, 'rain', 68, 80, ARRAY[68, 80], ARRAY['medium', 'good'], 'false', 'Play', 1.0),
(6, 'rain', 65, 70, ARRAY[65, 70], ARRAY['low', 'unhealthy'], 'true', 'Don''t Play', 1.0),
(7, 'overcast', 64, 65, ARRAY[64, 65], ARRAY['medium', 'moderate'], 'true', 'Play', 1.5),
(8, 'sunny', 72, 95, ARRAY[72, 95], ARRAY['high', 'unhealthy'], 'false', 'Don''t Play', 5.0),
(9, 'sunny', 69, 70, ARRAY[69, 70], ARRAY['high', 'good'], 'false', 'Play', 5.0),
(10, 'rain', 75, 80, ARRAY[75, 80], ARRAY['medium', 'good'], 'false', 'Play', 1.0),
(11, 'sunny', 75, 70, ARRAY[75, 70], ARRAY['none', 'good'], 'true', 'Play', 5.0),
(12, 'overcast', 72, 90, ARRAY[72, 90], ARRAY['medium', 'moderate'], 'true', 'Play', 1.5),
(13, 'overcast', 81, 75, ARRAY[81, 75], ARRAY['medium', 'moderate'], 'false', 'Play', 1.5),
(14, 'rain', 71, 80, ARRAY[71, 80], ARRAY['low', 'unhealthy'], 'true', 'Don''t Play', 1.0);

DROP TABLE IF EXISTS out_table;
SELECT vec2cols(
    'dt_golf',
    'out_table',
    'clouds_airquality',
    ARRAY['clouds', 'air_quality'],
    '"OUTLOOK", id'
);

DROP TABLE IF EXISTS out_table, out_table_summary;
SELECT cols2vec(
    'dt_golf',
    'out_table',
    'windy, temperature, humidity',
    'windy',
    '"OUTLOOK", id'
);