mchades opened a new issue, #14138:
URL: https://github.com/apache/gravitino/issues/14138

   ### Describe the subtask
   
   Split Semantic Model definition snapshots into separate JSON columns for 
datasets, relationships, metrics, AI context, and custom extensions, as the 
first storage step of #14038.
   
   Update persistence and the H2, MySQL, and PostgreSQL schema/upgrade scripts. 
Preserve field representations, collection order, absent versus empty values, 
and atomic version snapshots. Verify round-trips, overwrite, rollback, and 
lifecycle behavior.
   
   ### Parent issue
   
   https://github.com/apache/gravitino/issues/14036
   


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