WVik09 opened a new pull request, #17921:
URL: https://github.com/apache/iceberg/pull/17921

   ## What changed
   
   - Fixed Markdown rendering and formatting issues in the benchmark guide
   - Added tables covering the current core, data, Spark, Spark extensions, and 
Flink JMH benchmarks
   - Updated commands to match the current versioned Spark and Flink modules
   - Clarified benchmark isolation and the effect of host resource contention
   - Restored the Spark and Scala inputs used by the GHA
   
   ## Validation
   
   - Compared the benchmark tables against the current `src/jmh` sources and 
against `settings.gradle`
   - Confirmed that no Iceberg benchmark overrides JMH with `@Fork(0)`
   - Also checked `git diff --check` 
   
   I couldn't validate the Full Gradle task locally as I had JDK 18 and the 
repo requires 17 or 21
   
   ## Attribution
   
   This PR takes over and builds on the work from #15623 with permission from 
@kuldeep27396. I've preserved the commits from them and tried to take in the 
feedback from the first PR.
   
   Verified with GPT-5
   
   Closes #15556 


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