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https://issues.apache.org/jira/browse/SPARK-38558?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Wenchen Fan resolved SPARK-38558.
---------------------------------
    Fix Version/s: 3.4.0
       Resolution: Fixed

Issue resolved by pull request 35863
[https://github.com/apache/spark/pull/35863]

> Remove unnecessary casts between IntegerType and IntDecimal
> -----------------------------------------------------------
>
>                 Key: SPARK-38558
>                 URL: https://issues.apache.org/jira/browse/SPARK-38558
>             Project: Spark
>          Issue Type: Improvement
>          Components: SQL
>    Affects Versions: 3.2.1
>            Reporter: David Cashman
>            Priority: Minor
>             Fix For: 3.4.0
>
>
> In {{{}NTile{}}}, the number of rows per bucket is computed as {{{}n / 
> buckets{}}}, where {{n}} is the partition size, and {{buckets}} is the 
> argument to {{NTile}} (number of buckets). The code currently casts the 
> arguments to IntDecimal, then casts the result back to IntegerType. This is 
> unnecessary, since it is equivalent to just doing integer division, i.e. 
> {{{}n div buckets{}}}.



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