ddcprg opened a new issue, #7192:
URL: https://github.com/apache/iceberg/issues/7192

   ### Feature Request / Improvement
   
   The **OPTIMIZE** job removes data from data files which don't have a column 
mapped in the table schema.
   
   For example, let's say that there is a table with column A and two data 
files: one with columns A and B and another file with columns A and C. When the 
optimize operation runs the optimization job will merge both files into a 
single file with only colunm A, i.e. data for columns B and C is lost.
   
   We would expect the job to merge the file schemas into a single schema with 
columns A, B and C to avoid data loss.
   
   
   
   ### Query engine
   
   Athena


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