FANNG1 commented on PR #11060:
URL: https://github.com/apache/gravitino/pull/11060#issuecomment-4457016930

   Thanks, that makes sense to me regarding the default CI path only exercising 
one known-good version.
   
   One follow-up on the matrix runner itself: would you mind pinning the 
default `lance-namespace` version there as well, instead of resolving `latest`? 
Since the normal CI path is intentionally single-version and reproducible, it 
would be good if the matrix driver were reproducible by default too, rather 
than drifting with PyPI.
   
   Also, what do you think about the PR scope? The dependency upgrade / API 
adaptation part and the compatibility-matrix tooling/docs feel somewhat 
separable. I am okay either way, but if more CI wiring is planned later, 
splitting those concerns might make review and future maintenance a bit easier.


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