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https://issues.apache.org/jira/browse/SPARK-56031?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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ASF GitHub Bot updated SPARK-56031:
-----------------------------------
    Labels: pull-request-available  (was: )

> NATURAL JOIN ignores case-insensitive column matching
> -----------------------------------------------------
>
>                 Key: SPARK-56031
>                 URL: https://issues.apache.org/jira/browse/SPARK-56031
>             Project: Spark
>          Issue Type: Improvement
>          Components: SQL
>    Affects Versions: 4.2.0
>            Reporter: Stefan Kandic
>            Priority: Major
>              Labels: pull-request-available
>
> NATURAL JOIN uses case-sensitive string comparison to find common columns 
> between the left and right sides of the join, regardless of the 
> spark.sql.caseSensitive setting (which defaults to false).
> This means columns that differ only in case (e.g. ID vs id) are not 
> recognized as common columns, and the NATURAL JOIN silently degrades to a 
> CROSS JOIN — returning incorrect results with duplicate columns instead of 
> joining on the matching column.



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