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     new ec9086284de6 [SPARK-51235][K8S][DOCS] Update `YuniKorn` docs with 
`1.6.1`
ec9086284de6 is described below

commit ec9086284de6181e36345f37266d0c1c5f44d7ac
Author: Dongjoon Hyun <[email protected]>
AuthorDate: Sun Feb 16 19:38:52 2025 -0800

    [SPARK-51235][K8S][DOCS] Update `YuniKorn` docs with `1.6.1`
    
    ### What changes were proposed in this pull request?
    
    This PR aims to update `YuniKorn` docs with v1.6.1 for Apache Spark 4.0.0.
    
    ### Why are the changes needed?
    
    Apache YuniKorn v1.6.1 was released on 2025-01-24 with 12 
[JIRAs](https://issues.apache.org/jira/issues/?filter=12353775#) issues.
    
      - https://yunikorn.apache.org/release-announce/1.6.1/
    
    I installed YuniKorn v1.6.1 on K8s 1.31 and tested manually.
    
    **K8s v1.31**
    ```
    $ kubectl version
    Client Version: v1.32.2
    Kustomize Version: v5.5.0
    Server Version: v1.31.4
    ```
    
    **YuniKorn v1.6.1**
    ```
    $ helm list -n yunikorn
    NAME            NAMESPACE       REVISION        UPDATED                     
            STATUS          CHART           APP VERSION
    yunikorn        yunikorn        1               2025-02-16 19:13:40.251713 
-0800 PST    deployed        yunikorn-1.6.1
    ```
    
    ```
    $ 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=
    ...
    [info] YuniKornSuite:
    ...
    [info] Run completed in 7 minutes, 16 seconds.
    [info] Total number of tests run: 27
    [info] Suites: completed 1, aborted 0
    [info] Tests: succeeded 27, failed 0, canceled 2, ignored 2, pending 0
    [info] All tests passed.
    [success] Total time: 453 s (07:33), completed Feb 16, 2025, 7:28:52 PM
    ```
    
    ```
    Events:
      Type    Reason             Age   From      Message
      ----    ------             ----  ----      -------
      Normal  Scheduling         9s    yunikorn  
spark-3261ae21f56f4250980e111d24e45d53/spark-test-app-e9c45e585ed54a55a526084f74437975-driver
 is queued and waiting for allocation
      Normal  Scheduled          9s    yunikorn  Successfully assigned 
spark-3261ae21f56f4250980e111d24e45d53/spark-test-app-e9c45e585ed54a55a526084f74437975-driver
 to node docker-desktop
      Normal  PodBindSuccessful  9s    yunikorn  Pod 
spark-3261ae21f56f4250980e111d24e45d53/spark-test-app-e9c45e585ed54a55a526084f74437975-driver
 is successfully bound to node docker-desktop
      Normal  Pulled             9s    kubelet   Container image 
"docker.io/kubespark/spark:dev" already present on machine
      Normal  Created            9s    kubelet   Created container 
spark-kubernetes-driver
      Normal  Started            9s    kubelet   Started container 
spark-kubernetes-driver
    ```
    
    Closes #49976 from dongjoon-hyun/SPARK-51235.
    
    Authored-by: Dongjoon Hyun <[email protected]>
    Signed-off-by: Dongjoon Hyun <[email protected]>
---
 docs/running-on-kubernetes.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/running-on-kubernetes.md b/docs/running-on-kubernetes.md
index 115002752831..ee87d598a1ec 100644
--- a/docs/running-on-kubernetes.md
+++ b/docs/running-on-kubernetes.md
@@ -1988,10 +1988,10 @@ Install Apache YuniKorn:
 ```bash
 helm repo add yunikorn https://apache.github.io/yunikorn-release
 helm repo update
-helm install yunikorn yunikorn/yunikorn --namespace yunikorn --version 1.6.0 
--create-namespace --set embedAdmissionController=false
+helm install yunikorn yunikorn/yunikorn --namespace yunikorn --version 1.6.1 
--create-namespace --set embedAdmissionController=false
 ```
 
-The above steps will install YuniKorn v1.6.0 on an existing Kubernetes cluster.
+The above steps will install YuniKorn v1.6.1 on an existing Kubernetes cluster.
 
 ##### Get started
 


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