在BigQuery SQL中,可以使用窗口函数和LAG函数来实现在两个条件之间滚动计算去重的数量。以下是一个代码示例:
WITH duplicates AS (
SELECT id, value,
ROW_NUMBER() OVER (PARTITION BY id, value ORDER BY timestamp) AS row_num
FROM your_table
)
SELECT id, value,
COUNT(*) OVER (PARTITION BY id ORDER BY timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) AS rolling_count
FROM (
SELECT id, value,
LAG(row_num) OVER (PARTITION BY id ORDER BY timestamp) AS prev_row_num
FROM duplicates
) t
WHERE row_num = 1 OR prev_row_num <> row_num
ORDER BY id, timestamp
上述代码中,首先通过给每个记录分配一个唯一的行号来标识重复记录。然后,使用LAG函数找到前一个记录的行号。最后,使用窗口函数COUNT计算在当前行之前的所有行中去重的数量。
请注意,上述代码中的"your_table"应替换为您要查询的表名。另外,您可能需要根据实际情况调整PARTITION BY和ORDER BY子句以适应您的数据模式。