kevinjqliu commented on issue #1004:
URL: 
https://github.com/apache/iceberg-python/issues/1004#issuecomment-2682383747

   Looking at the above, the 2 critical parts are:
   ```
   df=final.arrow()
   ...
   tbl.append(df)
   ```
   
   Im surprised that the `.arrow()` part didn't cause the OOM but the 
`.append()` part did.
   
   > accept recordbatch a valid input ( like delta_rs for example)
   
   yep, we got one side of it already. `to_arrow_batch_reader()` produces 
record batches. We just need to check the write path for `.append()`
   
   Its kind of difficult to recreate a scenario where OOM happens. So if you 
have any other information or a way to reproduce, that'll be very helpful!


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