目前使用 Looker SQL Runner,我需要检索每个网站 ID 发生的会话总数,每个网站 ID 都有不同的时间点,我需要从开始到该时间点检索数据。
格式将是这样的:
website_id | 日期 | 总会话数 | 总用户数 |
---|---|---|---|
1 | 2021-08-13 | 100 | 98 |
2 | 2021-07-15 | 125 | 105 |
3 | 2021-06-29 | 98 | 85 |
现在,我的代码如下所示:
with base as
(
SELECT
website_id
,session_count
,user_id
,'timestamp'
FROM page_views_y2
WHERE website_id in (100604,100577,1078,100501)
GROUP BY 1,2,3
),
min_time as
(
SELECT
website_id
,session_count
,user_id
,min(timestamp) as session_start
FROM page_views_y2
WHERE website_id in (100604,100577,1078,100501)
GROUP BY 1,2,3
),
combined_count AS
(
SELECT
base.website_id
,session_start
,COUNT(DISTINCT min_time.user_id||session_start||min_time.session_count) AS distinct_combined_count
,COUNT(DISTINCT base.user_id) AS distinct_users
FROM base
LEFT JOIN min_time
ON base.user_id=min_time.user_id
AND base.website_id=min_time.website_id
GROUP BY 1,2
)
SELECT
website_id
,CASE
WHEN website_id=100604 AND session_start < (timestamp '2021-07-27') THEN distinct_combined_count
WHEN website_id in (100577,1078) AND session_start < (timestamp '2021-07-26') THEN distinct_combined_count
WHEN website_id=100501 AND session_start < (timestamp '2021-07-16') THEN distinct_combined_count
ELSE 0 END AS final_count
,CASE
WHEN website_id=100604 AND session_start < (timestamp '2021-07-27') THEN distinct_users
WHEN website_id in (100577,1078) AND session_start < (timestamp '2021-07-26') THEN distinct_users
WHEN website_id=100501 AND session_start < (timestamp '2021-07-16') THEN distinct_users
ELSE 0 END AS final_distinct_users
FROM combined_count
GROUP BY 1
但是我一直遇到错误:列“combined_count.session_start”必须出现在 GROUP BY 子句中,或者在聚合函数中使用,尽管它显然在 group by 中。
此外,这只是四个网站 ID,其中我还需要处理另外 30 个,所以如果我能让这四个工作,那么我可以将其扩展到整个 ID 列表及其各自的时间点。
感谢您的时间。