Unable to deploy; Spark Version 2.4 is outdated

not able to deploy the POC as the spark version 2.4 out of date, can we please update to a newer version. I edited the arm template but template is failing with [invalid](url) artificat.Please see the attached errors![Image](https://github.com/user-attachments/assets/7da47006-8b87-4eac-b78a-ce50744be34d)
![Image](https://github.com/user-attachments/assets/748148ee-c9ab-43d3-ac36-a9ef12a6d328)
![Image](https://github.com/user-attachments/assets/8a7bea2a-077b-4269-ae32-e55356cb0f7d)


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Unable to deploy; Spark Version 2.4 is outdated #27

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Unable to deploy; Spark Version 2.4 is outdated #27

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