在没有指定最大值的雪花中创建桶

Question

目前我在查询中使用它来获取订单值箱：

   case 
 when (oi.pricePerItemExVat * oia.quantity) >= 0 and (oi.pricePerItemExVat * oia.quantity) <= 10000 then '0-10000'
 when (oi.pricePerItemExVat * oia.quantity) >10000 and (oi.pricePerItemExVat * oia.quantity) <= 20000 then '10001-20000'
 when (oi.pricePerItemExVat * oia.quantity) >20000 and (oi.pricePerItemExVat * oia.quantity) <= 30000 then '20001-30000'
 when (oi.pricePerItemExVat * oia.quantity) >30000 and (oi.pricePerItemExVat * oia.quantity) <= 40000 then '30001-40000'
 when (oi.pricePerItemExVat * oia.quantity) >40000 and (oi.pricePerItemExVat * oia.quantity) <=50000 then '40001-50000'
 when (oi.pricePerItemExVat * oia.quantity) >50000 then 'over 50000'
     end as orderVolumeBins

相反，我想使用这个功能：

WIDTH_BUCKET( <expr> , <min_value> , <max_value> , <num_buckets> )

在我的情况下可能是

WIDTH_BUCKET( <volumeBins> , <0> , <50000> , <5> )

但这不会给我所有数量超过 50000 的订单的垃圾箱。有谁知道是否有可能的变体？

Answer 1

But that wouldn't give me the bin with all orders that have volumes above 50000

WIDTH_BUCKET:

When an expression falls outside the range, the function returns:

0 if the expression is less than min_value.

num_buckets + 1 if the expression is greater than or equal to max_value.

对于 50,001：

SELECT WIDTH_BUCKET( 50001 , 0 , 50000 , 5 )
-- 6

编辑：

Can I name the bins in any way? Now I'm getting 1,2,3,4,5,6 instead of 10k-20k etc

SELECT
   CASE WIDTH_BUCKET((oi.pricePerItemExVat * oia.quantity), 0, 50000,5)
     WHEN 1 THEN '0-10000'
     WHEN 2 THEN '10001-20000'
     -- ...
     WHEN 5 THEN ...
     WHEN 6 THEN '>=50000'
   END

在没有指定最大值的雪花中创建桶

Create buckets in snowflake without specified max value

histogram

bucket

snowflake-cloud-data-platform