github-actions[bot] commented on PR #6226:
URL: https://github.com/apache/texera/pull/6226#issuecomment-4904397814

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 5 better · 🔴 0 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `40526b8` 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/28869163475)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 648 | 0.395 | 14,230/23,661/23,661 us | 🟢 -33.6% / 
🔴 +53.9% |
   | ⚪ | bs=100 sw=10 sl=64 | 1,592 | 0.972 | 61,334/77,250/77,250 us | ⚪ 
within ±5% / 🟢 +60.2% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,907 | 1.164 | 524,614/542,663/542,663 us | ⚪ 
within ±5% / 🟢 +85.7% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `40526b8` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 648 tuples/sec | 610 tuples/sec | 776.68 
tuples/sec | +6.2% | -16.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.395 MB/s | 0.372 MB/s | 0.474 MB/s | +6.2% | 
-16.7% |
   | bs=10 sw=10 sl=64 | p50 | 14,230 us | 15,004 us | 12,599 us | -5.2% | 
+12.9% |
   | bs=10 sw=10 sl=64 | p95 | 23,661 us | 35,642 us | 15,370 us | -33.6% | 
+53.9% |
   | bs=10 sw=10 sl=64 | p99 | 23,661 us | 35,642 us | 18,723 us | -33.6% | 
+26.4% |
   | bs=100 sw=10 sl=64 | throughput | 1,592 tuples/sec | 1,655 tuples/sec | 
994.07 tuples/sec | -3.8% | +60.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.972 MB/s | 1.01 MB/s | 0.607 MB/s | -3.8% | 
+60.2% |
   | bs=100 sw=10 sl=64 | p50 | 61,334 us | 58,898 us | 100,754 us | +4.1% | 
-39.1% |
   | bs=100 sw=10 sl=64 | p95 | 77,250 us | 79,367 us | 106,898 us | -2.7% | 
-27.7% |
   | bs=100 sw=10 sl=64 | p99 | 77,250 us | 79,367 us | 113,210 us | -2.7% | 
-31.8% |
   | bs=1000 sw=10 sl=64 | throughput | 1,907 tuples/sec | 1,941 tuples/sec | 
1,027 tuples/sec | -1.8% | +85.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 1.164 MB/s | 1.184 MB/s | 0.627 MB/s | -1.7% 
| +85.7% |
   | bs=1000 sw=10 sl=64 | p50 | 524,614 us | 514,273 us | 979,814 us | +2.0% | 
-46.5% |
   | bs=1000 sw=10 sl=64 | p95 | 542,663 us | 537,427 us | 1,019,689 us | +1.0% 
| -46.8% |
   | bs=1000 sw=10 sl=64 | p99 | 542,663 us | 537,427 us | 1,049,906 us | +1.0% 
| -48.3% |
   
   </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
   0,10,10,64,20,308.72,200,128000,648,0.395,14229.74,23661.45,23661.45
   1,100,10,64,20,1256.10,2000,1280000,1592,0.972,61333.78,77249.92,77249.92
   
2,1000,10,64,20,10489.38,20000,12800000,1907,1.164,524614.24,542663.13,542663.13
   ```
   
   </details>
   


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