gengliangwang opened a new pull request, #53217:
URL: https://github.com/apache/spark/pull/53217

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   ### What changes were proposed in this pull request?
   Follow-up of https://issues.apache.org/jira/browse/SPARK-53064.
   
   Add a static `$init$` method to the `LogKey` interface for backward 
compatibility with libraries compiled against Spark 4.0 where `LogKey` was a 
Scala trait.
   
   ### Why are the changes needed?
   <!--
   Please clarify why the changes are needed. For instance,
     1. If you propose a new API, clarify the use case for a new API.
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   In Spark 4.0, `LogKey` was a Scala trait which generates a `$init$` method 
during compilation. Libraries like Delta Lake compiled against Spark 4.0 expect 
this method to exist. Since `LogKey` has been changed to a Java interface, 
calling the `$init$` method throws `NoSuchMethodError`:
   ```
   java.lang.NoSuchMethodError: 'void 
org.apache.spark.internal.LogKey.$init$(org.apache.spark.internal.LogKey)'
   ```
   This change adds an empty `$init$` static method to maintain binary 
compatibility.
   
   ### Does this PR introduce _any_ user-facing change?
   
   No.
   
   ### How was this patch tested?
   
   Added a new test `LogKeySuite` to verify the `$init$` method exists and can 
be called without throwing an exception.
   
   
   
   


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