获取 BigQuery 中最新行的属性？

Question

我在 BigQuery 工作。我有一张表t1，其中包含地址、邮政编码、价格和日期字段。我想按地址和邮政编码对它进行分组，找到每个地址最近一行的价格。

如何在 BigQuery 中执行此操作？我知道如何获取地址、邮政编码和最近的日期：

SELECT
  ADDRESS, POSTCODE, MAX(DATE)
FROM
  [mytable]
GROUP BY
  ADDRESS,
  POSTCODE

但我不知道如何获取与这些字段匹配的这些行的价格。这是我最好的猜测，它确实会产生结果 - 这是正确的吗？

SELECT 
  t1.address, t1.postcode, t1.date, t2.price
FROM [mytable] t2
JOIN 
(SELECT
  ADDRESS, POSTCODE, MAX(DATE) AS date
FROM
  [mytable]
GROUP BY
  ADDRESS,
  POSTCODE) t1
ON t1.address=t2.address 
   AND t1.postcode=t2.postcode 
   AND t1.date=t2.date

在我看来，这应该可行，但某些similar questions 的解决方案要复杂得多。

Answer 1

只需使用row_number():

SELECT t.*
FROM (SELECT t.*,
             ROW_NUMBER() OVER (PARTITION BY ADDRESS, POSTCODE
                                ORDER BY DATE DESC
                               ) as seqnum
      FROM [mytable] t
     ) t
WHERE seqnum = 1;

这不是聚合查询。您想要过滤行以获取最新值。

Answer 2

试试下面的 BigQuery 标准 SQL

#standardSQL
SELECT row.* FROM (
  SELECT ARRAY_AGG(t ORDER BY date DESC LIMIT 1)[OFFSET(0)] AS row
  FROM `yourTable` AS t
  GROUP BY address, postcode
)  

您可以使用如下的虚拟数据进行播放/测试

#standardSQL
WITH yourTable AS (
  SELECT 'address_1' AS address, 'postcode_1' AS postcode, '2017-01-01' AS date, 1 AS price UNION ALL
  SELECT 'address_1', 'postcode_1', '2017-01-02', 2 UNION ALL
  SELECT 'address_1', 'postcode_1', '2017-01-03', 3 UNION ALL
  SELECT 'address_1', 'postcode_1', '2017-01-04', 4 UNION ALL
  SELECT 'address_2', 'postcode_2', '2017-01-01', 5 UNION ALL
  SELECT 'address_3', 'postcode_1', '2017-01-01', 6 UNION ALL
  SELECT 'address_3', 'postcode_1', '2017-01-02', 7 UNION ALL
  SELECT 'address_3', 'postcode_1', '2017-01-03', 8 
)
SELECT row.* FROM (
  SELECT ARRAY_AGG(t ORDER BY date DESC LIMIT 1)[OFFSET(0)] AS row
  FROM `yourTable` AS t
  GROUP BY address, postcode
)