sunchao opened a new issue, #25392:
URL: https://github.com/apache/datafusion/issues/25392

   ### Describe the problem
   
   Generic hash joins reserve hash-bucket capacity from the number of build 
rows, even when most rows have the same join key. The lookup table stores one 
entry per distinct hash; duplicate rows are already retained in its separate 
row-index chain. Sizing both structures by total rows therefore wastes bucket 
memory and can reject a join whose payload, duplicate chain and useful lookup 
index fit in the memory pool.
   
   For example, a build with many rows keyed by a small set of state codes 
still needs every row for join multiplicity, but does not need a hash bucket 
for every row. This is distinct from deduplicating semi-join input: ordinary 
joins must preserve all matching rows.
   
   ### Expected behavior
   
   Keep the row-index chain sized for every build row, but start the generic 
lookup index small and grow it only when needed. Preserve a fast construction 
path for mostly unique keys. Account for scratch and old/new index allocations 
during resizing so the optimization also works under a bounded memory pool.
   
   ### Scope
   
   The generic hash lookup path in `HashJoinExec`. The existing perfect-hash 
`ArrayMap` is a separate path. This does not add spilling or address 
build-payload concatenation accounting.
   


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