RussellSpitzer commented on pull request #2496:
URL: https://github.com/apache/iceberg/pull/2496#issuecomment-1036626170


   > > I think the default issue could be issued by scanning through the 
schemas created since the file was created and only using the first available 
default. This seems kind of expensive to me though. General algorithm is
   > > ```
   > > For missing column A in file written at Snapshot X
   > > Find the first Schema created after X which applies a default value to A
   > >    If such a schema exists 
   > >       return the schema's default
   > >     else
   > >       return null
   > > ```
   > 
   > that would do. Or, if we can detect if we are coming from rewriting path, 
we skip reading the default value for the missing/unmaterialized columns. 
Looking into that option
   
   I think this would be tricky as every engine would have to customize their 
rewrite pathway to accommodate it. Additionally what would you do when 
rewriting a row with a required column that you default'd previously? You 
cannot write a new file where only some records are missing an entry for a 
column (null vs empty issue again)


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