hhhizzz commented on issue #8846:
URL: https://github.com/apache/arrow-rs/issues/8846#issuecomment-5235308225

   Related data point from a completed selected-decoding investigation 
([report](https://github.com/hhhizzz/arrow-rs/blob/exp/v21-rle-selected-fill-20260807/experiments/shape-aware-selected-decoding/README.md)):
 when I pushed a row selection down into dictionary decoding, selector 
morphology alone did not predict query-level benefit. Two further things had to 
hold — the optimization had to be *reachable* under a correctness-preserving 
admission rule (0/99 TPC-DS and 4/42 ClickBench queries qualified), and the 
affected work had to be a meaningful share of query CPU (3.0–3.6% of suite 
runtime for the covered queries). This seems consistent with the multi-level 
adaptivity direction in this issue: shape is a necessary input to the decision 
but not a sufficient one.


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