QUANTILE_CONT() OVER ...
All functions > WINDOW FUNCTION > QUANTILE_CONT() OVER ...
Returns the continuous quantile of the window at the given probability; result type is DOUBLE.
Syntax
QUANTILE_CONT(expr, quantile) [FILTER (WHERE condition) | WITHIN (WHERE condition)] OVER ([PARTITION BY expr [, ...]] [ORDER BY sort_item [, ...]] [ROWS|RANGE|GROUPS frame])
Notes
- SQL translation is implemented only when the current SQL backend is DuckDB
- Requires a well-defined window (ORDER BY, and optionally PARTITION BY and frame)
- NULL values are ignored where the underlying window aggregate skips NULLs
- Use a DOUBLE value expression (for example 10e0) so translation matches the DOUBLE quantile argument
See also
Examples
FeatureQL
SELECT
-- Running continuous 0.5 quantile
f1 := ZIP(ARRAY(1, 2, 3, 4) AS id, ARRAY(30, 10, 20, 5) AS v).TRANSFORM(
SELECT QUANTILE_CONT(CAST(v AS DOUBLE), 0.5e0) OVER (ORDER BY id ASC).ROUND(2)
).UNWRAP(),
-- Continuous 0.5 quantile counting only rows where v > 15 (10 and 5 excluded from the frame)
f2 := ZIP(ARRAY(1, 2, 3, 4) AS id, ARRAY(30, 10, 20, 5) AS v).TRANSFORM(
SELECT QUANTILE_CONT(CAST(v AS DOUBLE), 0.5e0) FILTER (WHERE v > 15) OVER (
ORDER BY id ASC
).ROUND(
2
)
).UNWRAP()
;Result
| f1 ARRAY | f2 ARRAY |
|---|---|
| [30.00, 20.00, 20.00, 15.00] | [30.00, 30.00, 25.00, 25.00] |