Use NDV estimate to pre-allocate hash tables during aggregation#21654

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Dandandan:ndv-preallocate-hashtable

Commits on Apr 15, 2026

Use NDV estimate to pre-allocate hash tables during aggregation

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Add preallocate to GroupsAccumulator trait and key implementations

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Fall back to Interval::cardinality() for NDV estimation from min/max

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