CI pipelines are failing because of github cache service migration #15535
Description
Describe the bug
pipelines are failing because of a brownout caused by github cache service migrating.
An example: https://github.com/apache/datafusion/actions/runs/14199844343/job/39784350003?pr=15531
sccache: error: Server startup failed: cache storage failed to read: Unexpected (permanent) at read => {"$id":"1","innerException":null,"message":"This legacy service is shutting down, effective April 15, 2025. Migrate to the new service ASAP. For more information: https://gh.io/gha-cache-sunset","typeName":"Microsoft.Azure.DevOps.ArtifactCache.WebApi.ArtifactCacheServiceDecommissionedException, Microsoft.Azure.DevOps.ArtifactCache.WebApi","typeKey":"ArtifactCacheServiceDecommissionedException","errorCode":0,"eventId":3000}
Fix is to upgrade the versions of actions/cache in all datafusion workflows and likely upgrade sccache-action version.
To Reproduce
No response
Expected behavior
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Additional context
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