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Posted to issues@spark.apache.org by "Wenchen Fan (Jira)" <ji...@apache.org> on 2026/03/18 20:38:00 UTC
[jira] [Resolved] (SPARK-56031) NATURAL JOIN ignores case-insensitive column matching
[ https://issues.apache.org/jira/browse/SPARK-56031?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Wenchen Fan resolved SPARK-56031.
---------------------------------
Fix Version/s: 4.2.0
Resolution: Fixed
Issue resolved by pull request 54858
[https://github.com/apache/spark/pull/54858]
> 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
> Assignee: Stefan Kandic
> Priority: Major
> Labels: pull-request-available
> Fix For: 4.2.0
>
>
> 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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