andygrove opened a new pull request, #23456:
URL: https://github.com/apache/datafusion/pull/23456

   > This PR was created by an LLM as a draft PR. I will mark it as ready for 
review after human review.
   
   
   ## Which issue does this PR close?
   
   N/A — autonomous exploratory PR.
   
   ## Rationale for this change
   
   Rewrote the hex path of encode() to write hex directly into one pre-sized 
buffer via hex::encode_to_slice, eliminating a per-element String allocation 
and copy per row.
   
   ## What changes are included in this PR?
   
   Rewrote the hex path of encode() to write hex directly into one pre-sized 
buffer via hex::encode_to_slice, eliminating a per-element String allocation 
and copy per row.
   
   ## Are these changes tested?
   
   Correctness: unit tests + seeded differential fuzz (bit-identical Arrow 
output vs `main`).
   
   Benchmark (criterion, Rust-only):
   
   - hex_decode_4096: -0.074% faster (base 28259ns -> cand 28280ns)
   - hex_encode_1024: 80.934% faster (base 25305ns -> cand 4824ns)
   - base64_decode_8192: 0.406% faster (base 59179ns -> cand 58939ns)
   - hex_decode_1024: 0.42% faster (base 7069ns -> cand 7039ns)
   - hex_encode_4096: 81.297% faster (base 99386ns -> cand 18587ns)
   - hex_encode_8192: 80.24% faster (base 200031ns -> cand 39525ns)
   - base64_decode_1024: -1.371% faster (base 7093ns -> cand 7190ns)
   - hex_decode_8192: -1.053% faster (base 57109ns -> cand 57711ns)
   - base64_decode_4096: -0.383% faster (base 28503ns -> cand 28612ns)
   
   
   ## Are there any user-facing changes?
   
   <!--
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updated before approving the PR.
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