soumya-ghosh commented on issue #1053:
URL: 
https://github.com/apache/iceberg-python/issues/1053#issuecomment-2646624859

   I understand that `files` table by snapshot and `all_files` (and its 
derivatives) should respect schema evolution.
   The keys in column of `readable_metrics` is derived from schema, thus the 
source of inconsistency.
   
   I did a test to see the behavior in Spark, observations in 
[gist](https://gist.github.com/soumya-ghosh/77bccf0fe77926da0b6e96432021879a). 
It appears that in Spark constructs the `readable_metrics` column by 
considering the current schema (which maybe a bug).
   
   Thoughts @kevinjqliu ?


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