jorisvandenbossche commented on issue #34583:
URL: https://github.com/apache/arrow/issues/34583#issuecomment-1472072773

   So since the `decode_dictionary` method is actually just implemented as a 
"take" with the indices (what I showed above), it's this operation that is 
doing the wrong thing. We have various other issues related to cases where we 
should probably automatically upcast to large string (eg when concatenating 
arrays, https://github.com/apache/arrow/issues/33049, 
https://github.com/apache/arrow/issues/23539, 
https://github.com/apache/arrow/issues/25822 and others)
   
   The easier workaround is probably to cast to large_string first (then you 
don't need the manual chunking):
   
   ```
   postcode_dict_large = postcode_dict.cast(pa.dictionary(pa.int32(), 
pa.large_string()))
   postcode_dict_large.dictionary_decode()
   ```


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