[I] [FEATURE REQUEST]Support AI/ML Models [polaris]

["RamachandranSitaraman-IB (via GitHub)" <gi...@apache.org>]

RamachandranSitaraman-IB opened a new issue, #233:
URL: https://github.com/apache/polaris/issues/233

   ### Is your feature request related to a problem? Please describe.
   
   No
   
   ### Describe the solution you'd like
   
   Extend the support in a catalog from Data to AI/ML models. The Polaris catalog could facilitate
   1.  Storing metadata about models aiding in model discovery
   2. Integration with MLFlow client
   3. Model provenance
   4. Mapping of Models to the data it operates on
   5. Storing model performance metrics snapshots
   6. Access control on models
   7. Model and its data versioning
   8. Custom properties associated with models
   9. Integration with feature stores
   10. Storage and access of policies associated with model usage
   11.  Integration with workflow engines
   
   ### Describe alternatives you've considered
   
   Have briefly looked at unity catalog, would like to see Polaris supporting AI/ML models too
   
   ### Additional context
   
   _No response_


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: commits-unsubscribe@polaris.apache.org.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org