panbingkun opened a new pull request, #48263:
URL: https://github.com/apache/spark/pull/48263

   ### What changes were proposed in this pull request?
   The pr aims to align the running OS image of `maven_test.yml` to 
`ubuntu-latest` (from `ubuntu-22.04` to `ubuntu-24.04`)
   
   
   ### Why are the changes needed?
   https://github.com/actions/runner-images/releases/tag/ubuntu24%2F20240922.1
   <img width="627" alt="image" 
src="https://github.com/user-attachments/assets/f42fd7ed-c52a-4b39-9a92-02657c53d734";>
   After `20240922`, `ubuntu-latest` has already pointed to `ubuntu-24.04` 
instead of `ubuntu-22.04`. 
   I have checked all tasks running on `Ubuntu OS` (except for the 2 related to 
`TPCDS`), and they are all using `ubuntu-latest`. Currently, only 
`maven_test.yml` is using `ubuntu-22.04`.
   Let's align it.
   
   
   ### Does this PR introduce _any_ user-facing change?
   No.
   
   ### How was this patch tested?
   Pass GA.
   
   
   ### Was this patch authored or co-authored using generative AI tooling?
   No.
   


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