dongjoon-hyun opened a new pull request, #43069:
URL: https://github.com/apache/spark/pull/43069

   ### What changes were proposed in this pull request?
   
   This PR aims to update K8s doc to recommend K8s 1.26+ for Apache Spark 4.0.0.
   
   ### Why are the changes needed?
   
   **1. Default K8s Version in Public Cloud environments**
   
   The default K8s versions of public cloud providers are already K8s 1.27+.
   
   - EKS: v1.27 (Default)
   - GKE: v1.27 (Stable), v1.27 (Regular), v1.27 (Rapid)
   
   **2. End Of Support**
   
   In addition, K8s 1.25 and olders are going to reach EOL when Apache Spark 
4.0.0 arrives on June 2024. K8s 1.26 is also going to reach EOL on June.
   
   | K8s  |   AKS   |   GKE   |   EKS   |
   | ---- | ------- | ------- | ------- |
   | 1.27 | 2024-07 | 2024-08 | 2024-07 |
   | 1.26 | 2024-03 | 2024-06 | 2024-06 |
   | 1.25 | 2023-12 | 2024-02 | 2024-05 |
   | 1.24 | 2023-07 | 2023-10 | 2024-01 |
   
   - [AKS EOL 
Schedule](https://docs.microsoft.com/en-us/azure/aks/supported-kubernetes-versions?tabs=azure-cli#aks-kubernetes-release-calendar)
   - [GKE EOL 
Schedule](https://cloud.google.com/kubernetes-engine/docs/release-schedule)
   - [EKS EOL 
Schedule](https://docs.aws.amazon.com/eks/latest/userguide/kubernetes-versions.html#kubernetes-release-calendar)
   
   ### Does this PR introduce _any_ user-facing change?
   
   - No, this is a documentation-only change about K8s versions.
   - Apache Spark K8s Integration Test is currently using K8s v1.26.3 on 
Minikube.
   
   ### How was this patch tested?
   
   Manual review.
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   No.
   


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