David-Banquet commented on issue #3977:
URL: 
https://github.com/apache/iceberg-python/issues/3977#issuecomment-5995446872

   The Java Glue catalog might help with the design question. 
`GlueTableOperations.prepareProperties` starts from the `Parameters` already in 
Glue and only sets `table_type`, `metadata_location` and 
`previous_metadata_location` 
([GlueTableOperations.java#L291-L300](https://github.com/apache/iceberg/blob/94250b2527f9e24082134be7da247ff5fc55df8c/aws/src/main/java/org/apache/iceberg/aws/glue/GlueTableOperations.java#L291-L300)).
 It never copies the Iceberg table properties into `Parameters`: 
`setTableInputInformation` reads them only for the description and the 
additional locations 
([IcebergToGlueConverter.java#L245-L264](https://github.com/apache/iceberg/blob/94250b2527f9e24082134be7da247ff5fc55df8c/aws/src/main/java/org/apache/iceberg/aws/glue/IcebergToGlueConverter.java#L245-L264)).
   
   So Java keeps every key it didn't write, like the Athena and crawler keys in 
@ArulJerald's table, and it has no drift because it doesn't mirror table 
properties at all. Of the two options, the surgical prune keeps that guarantee. 
A full rebuild would make PyIceberg drop keys that Java leaves alone on the 
same table.
   


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