github-actions[bot] commented on PR #7028:
URL: https://github.com/apache/texera/pull/7028#issuecomment-5118187645

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 7 better · 🔴 0 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `a61702f` 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/30448549954)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 394 | 0.24 | 24,511/32,457/32,457 us | 🟢 -66.9% / 
🔴 +105.4% |
   | 🟢 | bs=100 sw=10 sl=64 | 800 | 0.488 | 124,850/137,371/137,371 us | 🟢 
-29.0% / 🔴 +28.0% |
   | ⚪ | bs=1000 sw=10 sl=64 | 923 | 0.563 | 1,083,675/1,131,102/1,131,102 us | 
⚪ within ±5% / 🔴 -10.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `a61702f` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 394 tuples/sec | 310 tuples/sec | 787.55 
tuples/sec | +27.1% | -50.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.24 MB/s | 0.189 MB/s | 0.481 MB/s | +27.0% | 
-50.1% |
   | bs=10 sw=10 sl=64 | p50 | 24,511 us | 31,482 us | 12,255 us | -22.1% | 
+100.0% |
   | bs=10 sw=10 sl=64 | p95 | 32,457 us | 98,130 us | 15,802 us | -66.9% | 
+105.4% |
   | bs=10 sw=10 sl=64 | p99 | 32,457 us | 98,130 us | 19,008 us | -66.9% | 
+70.8% |
   | bs=100 sw=10 sl=64 | throughput | 800 tuples/sec | 794 tuples/sec | 997.81 
tuples/sec | +0.8% | -19.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.488 MB/s | 0.484 MB/s | 0.609 MB/s | +0.8% | 
-19.9% |
   | bs=100 sw=10 sl=64 | p50 | 124,850 us | 122,346 us | 100,690 us | +2.0% | 
+24.0% |
   | bs=100 sw=10 sl=64 | p95 | 137,371 us | 193,401 us | 107,316 us | -29.0% | 
+28.0% |
   | bs=100 sw=10 sl=64 | p99 | 137,371 us | 193,401 us | 113,823 us | -29.0% | 
+20.7% |
   | bs=1000 sw=10 sl=64 | throughput | 923 tuples/sec | 929 tuples/sec | 1,030 
tuples/sec | -0.6% | -10.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.563 MB/s | 0.567 MB/s | 0.629 MB/s | -0.7% 
| -10.5% |
   | bs=1000 sw=10 sl=64 | p50 | 1,083,675 us | 1,084,949 us | 981,213 us | 
-0.1% | +10.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,131,102 us | 1,112,771 us | 1,027,605 us | 
+1.6% | +10.1% |
   | bs=1000 sw=10 sl=64 | p99 | 1,131,102 us | 1,112,771 us | 1,055,466 us | 
+1.6% | +7.2% |
   
   </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
   0,10,10,64,20,507.72,200,128000,394,0.240,24511.18,32457.30,32457.30
   1,100,10,64,20,2500.87,2000,1280000,800,0.488,124849.85,137370.78,137370.78
   
2,1000,10,64,20,21664.19,20000,12800000,923,0.563,1083674.62,1131102.33,1131102.33
   ```
   
   </details>
   


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