dongjoon-hyun opened a new pull request, #795:
URL: https://github.com/apache/spark-kubernetes-operator/pull/795

   ### What changes were proposed in this pull request?
   
   This PR aims to enable `spark.shuffle.service.enabled` by default in 
`SparkCluster` resources. The default is applied before the user-provided 
`sparkConf` and `confOverrides`, so any user-specified value takes precedence.
   
   ### Why are the changes needed?
   
   In Standalone mode, dynamic allocation requires the external shuffle 
service, which must be enabled at Worker launch time. Defaulting it to `true` 
makes every `SparkCluster` dynamic-allocation ready out of the box, while users 
can still opt out by setting `spark.shuffle.service.enabled=false` in 
`spec.sparkConf`.
   
   ### Does this PR introduce _any_ user-facing change?
   
   Yes. `SparkCluster` Workers now start the external shuffle service by 
default. Setting `spark.shuffle.service.enabled=false` in `spec.sparkConf` 
restores the previous behavior.
   
   ### How was this patch tested?
   
   Pass the CIs with two new test cases in `SparkClusterSubmissionWorkerTest` 
covering the default and the user-override case.
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   Generated-by: Claude Fable 5


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