CUME_DIST() OVER ...
All functions > WINDOW FUNCTION > CUME_DIST() OVER ...
Returns the cumulative distribution: (number of rows <= current row) / (total rows).
Syntax
CUME_DIST() [WITHIN (WHERE condition)] OVER ([PARTITION BY expr [, ...]] [ORDER BY sort_item [, ...]] [ROWS|RANGE|GROUPS frame])
Notes
- Returns a value between 0 (exclusive) and 1 (inclusive)
- Requires ORDER BY clause to determine row ordering
- PARTITION BY creates independent distribution groups
See also
Examples
FeatureQL
SELECT
-- Cumulative fraction of rows at or before current value
f1 := ZIP(ARRAY(1, 2, 3) AS id, ARRAY(10, 20, 30) AS v).TRANSFORM(
SELECT CUME_DIST() OVER (ORDER BY v ASC).ROUND(2)
).UNWRAP(),
-- Cumulative distribution over matching rows only; rows outside WITHIN return NULL
f2 := ZIP(
ARRAY(1, 2, 3, 4) AS id,
ARRAY(20, 10, 20, 40) AS s,
ARRAY(TRUE, FALSE, TRUE, TRUE) AS keep
).TRANSFORM(
SELECT CUME_DIST() WITHIN (WHERE keep) OVER (ORDER BY s ASC).ROUND(2)
).UNWRAP()
;Result
| f1 ARRAY | f2 ARRAY |
|---|---|
| [0.33, 0.67, 1.00] | [0.67, null, 0.67, 1.00] |