如何将Big Query的每日数据提取为每周数字,以星期一作为一周的第一天?

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英文:

How do extract Big Query DAILY data into WEEKLY numbers, with Monday as the first day of the week?

问题

我正在尝试以每周格式获取聚合数据(来自GA BigQuery),以星期一作为第一天。然而,当我使用下面的脚本时,我收到以下错误消息:

预期结果:

PARTITION_WEEK    _DistClients
2023-05-15        1234
2023-05-08        4321

错误消息:

> DATE_TRUNC函数没有匹配的签名,参数类型为:STRING、DATE_TIME_PART。支持的签名有:DATE_TRUNC(DATE, DATE_TIME_PART); DATE_TRUNC(DATETIME, DATE_TIME_PART); DATE_TRUNC(TIMESTAMP, DATE_TIME_PART, [STRING])

所使用的脚本:

INSERT INTO `表名` 

SELECT
DATE_TRUNC(Date, WEEK(MONDAY)) AS PARTITION_WEEK,
COUNT(DISTINCT(clientId)) as _DistClients,
  
FROM `表名`
GROUP BY PARTITION_WEEK
ORDER BY PARTITION_WEEK DESC

非常感谢您的任何帮助。谢谢!

英文:

I'm trying to get aggregated data (from GA BigQuery) in a weekly format with Monday as the first day. However, when I use the the script below I get the following error:

Expected results:

PARTITION_WEEK	_DistClients
2023-05-15	     1234	
2023-05-08	     4321

Error message:

>No matching signature for function DATE_TRUNC for argument types: STRING, DATE_TIME_PART. Supported signatures: DATE_TRUNC(DATE, DATE_TIME_PART); DATE_TRUNC(DATETIME, DATE_TIME_PART); DATE_TRUNC(TIMESTAMP, DATE_TIME_PART, [STRING])

Script used:

INSERT INTO `table name` 

SELECT
DATE_TRUNC(Date, WEEK(MONDAY)) AS PARTITION_WEEK,
COUNT(DISTINCT(clientId)) as _DistClients,
  
FROM `table name`
GROUP BY PARTITION_WEEK
ORDER BY PARTITION_WEEK DESC

Any help is much appreciated. Thank you!

答案1

得分: 0

For the expected output,

SELECT DATE_TRUNC(PARSE_DATE("%Y%m%d", Date), WEEK(MONDAY)) AS PARTITION_WEEK,
       COUNT(DISTINCT clientId) AS _DistClients
FROM `table name`
GROUP BY 1;

And for the monthly aggregation,

SELECT FORMAT_DATE('%Y-%m', PARSE_DATE("%Y%m%d", Date)) AS Year_Mon,
       COUNT(DISTINCT clientId) AS _DistClients
FROM `table name`
GROUP BY 1;
英文:

For the expected output,

PARTITION_WEEK  _DistClients
2023-05-15       1234   
2023-05-08       4321

You can consider below query.

SELECT DATE_TRUNC(PARSE_DATE("%Y%m%d",Date), WEEK(MONDAY)) AS PARTITION_WEEK,
       COUNT(DISTINCT clientId) AS _DistClients,
  FROM `table name`
 GROUP BY 1;

And for the monthly aggregation,

Year_Mon DistClients
2023-5   12345
SELECT FORMAT_DATE('%Y-%m', PARSE_DATE("%Y%m%d", Date)) AS Year_Mon,
       COUNT(DISTINCT clientId) AS _DistClients,
  FROM `table name`
 GROUP BY 1;

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  • 本文由 发表于 2023年5月22日 19:00:37
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