[英]How to create one row per id per month?
我想每月为每个 id 创建一行,直到end_date
月份。
例如,第一个客户id
开始于 10 月并于 11 月结束。所以我想为客户活跃的每个月获取两行。 除此之外,我想创建一个列来标记它是否在该月处于活动状态。
| id | start_date | end_date |
|----|------------|------------|
| a | 2021-10-02 | 2021-11-15 |
| b | 2021-11-13 | 2021-11-30 |
| c | 2021-11-16 | |
当没有end_date
时,意味着它仍然处于活动状态,它必须一直到当前月份。
示例数据:
WITH t1 AS (
SELECT 'a' AS id, '2021-10-02'::date AS start_date, '2021-11-15'::date AS end_date UNION ALL
SELECT 'b' AS id, '2021-11-13'::date AS start_date, '2021-11-30'::date AS end_date UNION ALL
SELECT 'c' AS id, '2021-11-16'::date AS start_date, NULL::date AS end_date
)
预期结果:
| id | start_date | end_date | months | is_active |
|----|------------|------------|------------|-----------|
| a | 2021-10-02 | 2021-11-15 | 2021-10-01 | TRUE |
| a | 2021-10-02 | 2021-11-15 | 2021-11-01 | FALSE |
| b | 2021-11-13 | 2021-11-30 | 2021-11-01 | FALSE |
| c | 2021-11-16 | | 2021-11-01 | TRUE |
| c | 2021-11-16 | | 2021-12-01 | TRUE |
| c | 2021-11-16 | | 2022-01-01 | TRUE |
我怎样才能在雪花中实现这一点?
所以如果你有一个范围,你将需要一些跨越时间的东西来加入,这是可以使用生成器的地方,我将把它放入 CTE 中。 我还将使用 ROW_NUMBER() 生成月份步骤序列,以确保没有间隙。 200
需要进行硬编码,因此请输入一个涵盖足够数据以满足您需要的值,或者将其弹出到表中。
WITH months AS (
SELECT
ROW_NUMBER() OVER (ORDER BY NULL) - 1 as rn
FROM TABLE(generator(rowcount => 200))
)
接下来我们要截断start_date
并找到 end_date 之后的月数,并将其加入我们的范围
), range_prep AS (
SELECT id,
start_date,
end_date,
date_trunc(month, start_date) as start_month,
datediff(month, start_month, coalesce(end_date, CURRENT_DATE())) as month_count
FROM data
)
将它们连接在一起,并做:
SELECT id,
r.start_date,
r.end_date,
dateadd(month, m.rn, r.start_month) as months,
(r.end_date is null) OR (date_trunc(month, r.end_date) > months) AS is_active
FROM range_prep as r
JOIN months as m
ON m.rn <= r.month_count
ORDER BY 1,2;
将所有数据与 CTE 放在一起,以获得我们拥有的data
:
WITH data AS (
SELECT id,
to_date(start_date) as start_date,
to_date(end_date) as end_date
FROM VALUES
('a','2021-10-02','2021-11-15'),
('b','2021-11-13','2021-11-30'),
('c','2021-11-16',null)
v( id, start_date, end_date)
), months AS (
SELECT
ROW_NUMBER() OVER (ORDER BY NULL) - 1 as rn
FROM TABLE(generator(rowcount => 200))
), range_prep AS (
SELECT id,
start_date,
end_date,
date_trunc(month, start_date) as start_month,
datediff(month, start_month, coalesce(end_date, CURRENT_DATE())) as month_count
FROM data
)
SELECT id,
r.start_date,
r.end_date,
dateadd(month, m.rn, r.start_month) as months,
(r.end_date is null) OR (date_trunc(month, r.end_date) > months) AS is_active
FROM range_prep as r
JOIN months as m
ON m.rn <= r.month_count
ORDER BY 1,2;
给出:
ID | 开始日期 | 结束日期 | 几个月 | 活跃 |
---|---|---|---|---|
一个 | 2021-10-02 | 2021-11-15 | 2021-10-01 | 真的 |
一个 | 2021-10-02 | 2021-11-15 | 2021-11-01 | 错误的 |
b | 2021-11-13 | 2021-11-30 | 2021-11-01 | 错误的 |
c | 2021-11-16 | 2021-11-01 | 真的 | |
c | 2021-11-16 | 2021-12-01 | 真的 | |
c | 2021-11-16 | 2022-01-01 | 真的 |
声明:本站的技术帖子网页,遵循CC BY-SA 4.0协议,如果您需要转载,请注明本站网址或者原文地址。任何问题请咨询:yoyou2525@163.com.