分区上的Hive SQL

n53p2ov0 于 4个月前发布在 Hive

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我有一个列的row_number（）over（partition...）

row_number() OVER (partition BY customer_id ORDER BY order_date, order_number) AS order_row,

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另一列使用over（partition...）计算“累计”支出

sum(spend_amount) OVER (partition BY customer_id ORDER BY order_date, order_number) as cumulative_spend,

型
如何在另一列中标记哪个order_row先达到$100？我想标记的是order_number 123458，order_row = 3（$110.00）。
eg.

customer_number    order_date  order_number  spend_amount order_row  cumulative_spend
abcdefg            01/01/2023  123456        10.00        1          10.00
abcdefg            01/01/2023  123457        50.00        2          60.00
abcdefg            14/01/2023  123458        50.00        3          110.00
abcdefg            23/01/2023  123459        20.00        4          130.00

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我尝试了以下操作，但与预期的不完全相同，我希望看到空值，然后对于每个cumulative_spend值超过100的1、2、3等，但我看到的是空值以及3和4

case when cumulative_spend >= 100 then row_number() OVER (partition BY customer_number ORDER BY order_row) end AS transaction_threshold_reached

customer_number    order_date  order_number  spend_amount order_row  cumulative_spend   transaction_threshold_reached
abcdefg            01/01/2023  123456        10.00        1          10.00              null
abcdefg            01/01/2023  123457        50.00        2          60.00              null
abcdefg            14/01/2023  123458        50.00        3          110.00             3
abcdefg            23/01/2023  123459        20.00        4          130.00             4

型

Hive

来源：https://stackoverflow.com/questions/77682246/hive-sql-over-partition

1条答案

按热度按时间

vaqhlq811#

只需从累积和中减去当前行的值，即可获得前一行的总和，并检查当前行是否大于100，而前一行是否小于100。
请注意，在重复的情况下，您应该使用ROWS UNBOUNDED PRECEDING，它也更快。

SELECT
  *,
  ROW_NUMBER() OVER (PARTITION BY customer_id ORDER BY order_date, order_number) AS order_row,
  SUM(spend_amount) OVER (PARTITION BY customer_id
      ORDER BY order_date, order_number ROWS UNBOUNDED PRECEDING) as cumulative_spend,
  CASE WHEN spend_amount >= 100
    AND SUM(spend_amount) OVER (PARTITION BY customer_id
      ORDER BY order_date, order_number ROWS UNBOUNDED PRECEDING) - spend_amound < 100
       THEN CAST(1 AS bit) END as cumulative_spend_reached_100
FROM YourTable;

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也可以在CTE或子查询中执行此操作

WITH summed AS (
    SELECT
      *,
      ROW_NUMBER() OVER (PARTITION BY customer_id ORDER BY order_date, order_number) AS order_row,
      SUM(spend_amount) OVER (PARTITION BY customer_id
          ORDER BY order_date, order_number ROWS UNBOUNDED PRECEDING) as cumulative_spend
    FROM YourTable
)
SELECT
  *,
  CASE WHEN spend_amount >= 100
    AND cumulative_spend - spend_amound < 100
       THEN CAST(1 AS bit) END as cumulative_spend_reached_100
FROM summed;

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分区上的Hive SQL

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