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https://issues.apache.org/jira/browse/SPARK-39169?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Apache Spark reassigned SPARK-39169:
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    Assignee:     (was: Apache Spark)

> Optimize FIRST when used as a single aggregate function
> -------------------------------------------------------
>
>                 Key: SPARK-39169
>                 URL: https://issues.apache.org/jira/browse/SPARK-39169
>             Project: Spark
>          Issue Type: Improvement
>          Components: SQL
>    Affects Versions: 3.3.0
>            Reporter: Vitalii Li
>            Priority: Major
>
> When `FIRST` is a single aggregate function in `Aggregate` we could either 
> rewrite whole query or optimize execution logic. 
>  * Plan => `SELECT FIRST(<col>) FROM <table>` => `SELECT <col> FROM <table> 
> LIMIT 1`. Note that setting `ignoreNulls` to `true` should block such rewrite 
> since returns could differ in case all values of <col> are `NULL`
>  * Execution => `SELECT FIRST(<col>) FROM <table> GROUP BY <some_col>` => 
> short circuit iteration per key once a value for `FIRST` is set.



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