FANNG1 opened a new issue, #10359:
URL: https://github.com/apache/gravitino/issues/10359

   ### What would you like to be improved?
   
   Metrics produced by built-in `update table stats and metrics` job currently 
use `custom-*` naming (for example `custom-data-file-mse`). This causes 
friction in monitor/evaluator rule configuration and cross-environment 
consistency, because users need to discover and map metric names before rule 
setup.
   
   ### How should we improve?
   
   - Standardize built-in metrics naming by removing the `custom-` prefix.
   - Keep backward compatibility (migration or alias behavior) so existing 
monitor rules do not break unexpectedly.
   - Update related docs/examples (`submit-update-stats-job`, 
`monitor-metrics`, and troubleshooting) with the new naming convention.
   - Add tests covering produced metric names and monitor rule evaluation with 
the new names.
   


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