zhengruifeng opened a new pull request, #47461:
URL: https://github.com/apache/spark/pull/47461

   ### What changes were proposed in this pull request?
   Avoid per-row param read in `LSH/DCT/NGram/PolynomialExpansion`
   
   ### Why are the changes needed?
   avoid reading param per row in `transform`
   
   
   ### Does this PR introduce _any_ user-facing change?
   No
   
   
   ### How was this patch tested?
   CI
   
   
   ### Was this patch authored or co-authored using generative AI tooling?
   No


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