github-actions[bot] commented on PR #6124:
URL: https://github.com/apache/texera/pull/6124#issuecomment-4884275682

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 2 better · 🔴 0 worse · ⚪ 13 noise (<±5%) · 0 without baseline
   
   > Compared against main `6de8a48` benchmarked on **this same runner**, so 
the delta is largely free of cross-runner hardware noise. The "7d avg" column 
still reflects the gh-pages dashboard. Treat <±5% as noise unless repeated.
   
   [Dashboard](https://apache.github.io/texera/dev/bench/) · 
[Run](https://github.com/apache/texera/actions/runs/28724333007)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 415 | 0.253 | 23,473/29,214/29,214 us | 🟢 -13.5% / 
🔴 +92.9% |
   | ⚪ | bs=100 sw=10 sl=64 | 815 | 0.497 | 122,011/137,817/137,817 us | ⚪ 
within ±5% / 🔴 +27.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 936 | 0.571 | 1,065,805/1,106,920/1,106,920 us | 
⚪ within ±5% / 🔴 -8.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `6de8a48` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 415 tuples/sec | 415 tuples/sec | 776.36 
tuples/sec | 0.0% | -46.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.253 MB/s | 0.253 MB/s | 0.474 MB/s | 0.0% | 
-46.6% |
   | bs=10 sw=10 sl=64 | p50 | 23,473 us | 24,369 us | 12,636 us | -3.7% | 
+85.8% |
   | bs=10 sw=10 sl=64 | p95 | 29,214 us | 33,791 us | 15,143 us | -13.5% | 
+92.9% |
   | bs=10 sw=10 sl=64 | p99 | 29,214 us | 33,791 us | 18,954 us | -13.5% | 
+54.1% |
   | bs=100 sw=10 sl=64 | throughput | 815 tuples/sec | 837 tuples/sec | 985.33 
tuples/sec | -2.6% | -17.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.497 MB/s | 0.511 MB/s | 0.601 MB/s | -2.7% | 
-17.4% |
   | bs=100 sw=10 sl=64 | p50 | 122,011 us | 117,698 us | 101,671 us | +3.7% | 
+20.0% |
   | bs=100 sw=10 sl=64 | p95 | 137,817 us | 136,070 us | 107,939 us | +1.3% | 
+27.7% |
   | bs=100 sw=10 sl=64 | p99 | 137,817 us | 136,070 us | 113,798 us | +1.3% | 
+21.1% |
   | bs=1000 sw=10 sl=64 | throughput | 936 tuples/sec | 938 tuples/sec | 1,016 
tuples/sec | -0.2% | -7.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.571 MB/s | 0.573 MB/s | 0.62 MB/s | -0.3% | 
-8.0% |
   | bs=1000 sw=10 sl=64 | p50 | 1,065,805 us | 1,069,765 us | 989,693 us | 
-0.4% | +7.7% |
   | bs=1000 sw=10 sl=64 | p95 | 1,106,920 us | 1,092,918 us | 1,028,327 us | 
+1.3% | +7.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,106,920 us | 1,092,918 us | 1,059,969 us | 
+1.3% | +4.4% |
   
   </details>
   
   <details><summary>Raw CSV</summary>
   
   ```csv
   
config_idx,batch_size,schema_width,string_len,num_batches,total_ms,total_tuples,total_bytes,tuples_per_sec,mb_per_sec,lat_p50_us,lat_p95_us,lat_p99_us
   0,10,10,64,20,481.95,200,128000,415,0.253,23473.41,29213.66,29213.66
   1,100,10,64,20,2455.37,2000,1280000,815,0.497,122010.88,137817.34,137817.34
   
2,1000,10,64,20,21367.20,20000,12800000,936,0.571,1065805.28,1106919.85,1106919.85
   ```
   
   </details>
   


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