用上一行的值填充空列-BigQuery

Question

我正在尝试在这里执行某些操作。我想让所有颜色填充值。但是，当我有空列时，我想用前一个非空列中的值填充它。

with cte as (
select '2019-11-12 16:01:55' as timestamp, null as owner_id, null as owner_assigneddate, null as lastmodifieddate union all
select '2019-11-12 19:03:18' as timestamp, 39530934 as owner_id, '2019-11-12 19:03:18' as owner_assigneddate, '2019-11-12 19:03:18' as lastmodifieddate union all
select '2019-11-12 19:03:19' as timestamp, null as owner_id, null as owner_assigneddate, '2019-11-12 19:03:19' as lastmodifieddate union all
select '2019-11-12 19:03:20' as timestamp, null as owner_id, null as owner_assigneddate, '2019-11-12 19:03:20' as lastmodifieddate union all
select '2019-11-12 19:03:31' as timestamp, 40320368 as owner_id, '2019-11-12 19:03:31' as owner_assigneddate, '2019-11-12 19:03:31' as lastmodifieddate union all
select '2019-11-12 19:03:33' as timestamp, null as owner_id, null as owner_assigneddate, '2019-11-12 19:03:33' as lastmodifieddate union all
select '2019-11-12 19:03:56' as timestamp, null as owner_id, null as owner_assigneddate, '2019-11-12 19:03:356' as lastmodifieddate)

select timestamp,
       owner_id,
       owner_assigneddate,
       lastmodifieddate,
       COALESCE(owner_id, LEAD(owner_id) OVER(ORDER BY timestamp DESC)) AS test_column
from cte order by timestamp asc 

使用上一个查询，我已经设法仅将值放在下一行中。

我要做的是使所有列都基于上一行填充值。第4行的值应为39530934，第7行的值应为40320368。我想我在这里缺少什么，但现在不知道了。

谢谢！

Answer 1

这应该与您的cte定义一起使用：

...
select timestamp,
       owner_id,
       owner_assigneddate,
       lastmodifieddate,
       LAST_VALUE(owner_id IGNORE NULLS) 
            OVER(ORDER BY timestamp ASC ROWS BETWEEN 
                 UNBOUNDED PRECEDING AND CURRENT ROW) AS test_column
from cte order by timestamp asc 

Answer 2

就所关注的而言，Big Query在窗口函数中不支持ignore null。这是一个依赖窗口最大值的解决方案，用于查找保存最后一个非空owner_id的记录：

select 
    c.timestamp,
    coalesce(c.owner_id, c_lag.owner_id) owner_id,
    c.owner_assigneddate,
    c.lastmodifieddate
from 
    (
        select
            cte.*,
            max(case when owner_id is not null then timestamp end) 
                over(order by timestamp rows unbounded preceding) target_timestamp
        from cte
    ) c
    left join cte c_lag 
        on c.owner_id is null 
        and c_lag.timestamp = c.target_timestamp