andygrove opened a new pull request, #4896:
URL: https://github.com/apache/datafusion-comet/pull/4896

   > 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
   
   Hoist the constant operand's ln() out of the per-element loop in the 
scalar-base and scalar-value paths, removing one transcendental ln() call per 
row while preserving exact null/NaN semantics.
   
   ## What changes are included in this PR?
   
   Hoist the constant operand's ln() out of the per-element loop in the 
scalar-base and scalar-value paths, removing one transcendental ln() call per 
row while preserving exact null/NaN semantics.
   
   ## How are these changes tested?
   
   Correctness: unit tests + seeded differential fuzz (bit-identical Arrow 
output vs `main`).
   
   Benchmark (criterion):
   
   - spark_log_ array base, scalar value: 29.349% faster (base 48865ns -> cand 
34524ns)
   - spark_log_ scalar base, array value: 29.341% faster (base 48927ns -> cand 
34571ns)
   
   
   


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