Describe the bug
@zhuqi-lucas @etseidl and I have noticed:

The integration CI seems flaky recently, i am not sure why.

Specifically the CI check integration / Archery test With other arrows (pull_request) fails intermittently but then passes if it is rerun with no code changes,

To Reproduce
Here is an example failure: https://github.com/apache/arrow-rs/actions/runs/15941842867/job/44970911939?pr=7748

I restarted it here (I expect this one to pass): https://github.com/apache/arrow-rs/actions/runs/15941842867/job/44973761471

Expected behavior

Additional context