dongjoon-hyun opened a new pull request, #54294:
URL: https://github.com/apache/spark/pull/54294

   ### What changes were proposed in this pull request?
   
   This PR aims to recommend `YuniKorn` v1.8.0 for Apache Spark 4.2.0 
documentation.
   
   ### Why are the changes needed?
   
   Apache YuniKorn v1.8.0 is a new feature release with 93 patches.
   - https://yunikorn.apache.org/release-announce/1.8.0
   - https://issues.apache.org/jira/projects/YUNIKORN/versions/12355110
   
   ### Does this PR introduce _any_ user-facing change?
   
   
   
   ### How was this patch tested?
   
   Pass the CIs and manual test.
   
   I installed YuniKorn v1.8.0 on K8s 1.35 and tested manually.
   
   **K8s v1.32**
   
   ```
   $ kubectl version
   Client Version: v1.35.0
   Kustomize Version: v5.7.1
   Server Version: v1.35.0+k3s3
   ```
   
   **YuniKorn v1.8.0**
   ```
   $ helm list -n yunikorn
   NAME         NAMESPACE       REVISION        UPDATED                         
        STATUS          CHART           APP VERSION
   yunikorn     yunikorn        1               2026-02-12 16:35:00.201861 
-0800 PST    deployed        yunikorn-1.8.0
   ```
   
   ```
   $ build/sbt -Pkubernetes -Pkubernetes-integration-tests 
-Dspark.kubernetes.test.deployMode=docker-desktop 
"kubernetes-integration-tests/testOnly *.YuniKornSuite" 
-Dtest.exclude.tags=minikube,local,decom,r -Dtest.default.exclude.tags=
   ```
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   Generated-by: `Gemini 3 Pro (High)` on `Antigravity`


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