Rich-T-kid commented on issue #24822:
URL: https://github.com/apache/datafusion/issues/24822#issuecomment-6786922676

   Separate Parquet-side follow-up from #27252 / apache/arrow-rs#12161: use 
page-encoding stats during physical planning and only promote columns whose 
selected data pages remain dictionary encoded. Mixed columns like `URL` and 
`Title` otherwise spend much of the scan decoding, hashing, and rebuilding 
dictionaries. This will not change the in-memory repro here, but should avoid 
feeding that expensive shape into aggregation.


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