PRAGMA WindowNewPipeline; $data = [ <|a: Timestamp("2017-11-27T13:24:00.123454Z"), b: 1, count: 2|>, <|a: Timestamp("2017-11-27T13:24:00.123455Z"), b: 1, count: 3|>, <|a: Timestamp("2017-11-27T13:24:00.123456Z"), b: 1, count: 4|>, <|a: NULL, b: 1, count: 2|>, <|a: NULL, b: 1, count: 2|>, ]; $win_result = ( SELECT COUNT(*) OVER w1 AS actual_count, count, FROM AS_TABLE($data) WINDOW w1 AS ( PARTITION COMPACT BY b ORDER BY a ASC RANGE BETWEEN UNBOUNDED PRECEDING AND Interval("PT0.000001S") PRECEDING ) ); $str = ($x) -> { return CAST($x as String) ?? "null"; }; SELECT Ensure(actual_count, count IS NOT DISTINCT FROM actual_count, $str(actual_count)) FROM $win_result ;