github-actions[bot] commented on PR #6017:
URL: https://github.com/apache/texera/pull/6017#issuecomment-4900186023

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 2 better · 🔴 0 worse · ⚪ 13 noise (<±5%) · 0 without baseline
   
   > Compared against main `1a58433` 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/28421362905)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 436 | 0.266 | 22,299/31,551/31,551 us | 🟢 -10.5% / 
🔴 +105.3% |
   | ⚪ | bs=100 sw=10 sl=64 | 953 | 0.581 | 102,846/131,975/131,975 us | ⚪ 
within ±5% / 🔴 +23.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,094 | 0.668 | 911,540/951,804/951,804 us | ⚪ 
within ±5% / 🟢 -9.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `1a58433` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 436 tuples/sec | 434 tuples/sec | 776.68 
tuples/sec | +0.5% | -43.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.266 MB/s | 0.265 MB/s | 0.474 MB/s | +0.4% | 
-43.9% |
   | bs=10 sw=10 sl=64 | p50 | 22,299 us | 22,430 us | 12,599 us | -0.6% | 
+77.0% |
   | bs=10 sw=10 sl=64 | p95 | 31,551 us | 35,270 us | 15,370 us | -10.5% | 
+105.3% |
   | bs=10 sw=10 sl=64 | p99 | 31,551 us | 35,270 us | 18,723 us | -10.5% | 
+68.5% |
   | bs=100 sw=10 sl=64 | throughput | 953 tuples/sec | 1,001 tuples/sec | 
994.07 tuples/sec | -4.8% | -4.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.581 MB/s | 0.611 MB/s | 0.607 MB/s | -4.9% | 
-4.2% |
   | bs=100 sw=10 sl=64 | p50 | 102,846 us | 98,289 us | 100,754 us | +4.6% | 
+2.1% |
   | bs=100 sw=10 sl=64 | p95 | 131,975 us | 129,759 us | 106,898 us | +1.7% | 
+23.5% |
   | bs=100 sw=10 sl=64 | p99 | 131,975 us | 129,759 us | 113,210 us | +1.7% | 
+16.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,094 tuples/sec | 1,109 tuples/sec | 
1,027 tuples/sec | -1.4% | +6.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.668 MB/s | 0.677 MB/s | 0.627 MB/s | -1.3% 
| +6.6% |
   | bs=1000 sw=10 sl=64 | p50 | 911,540 us | 900,385 us | 979,814 us | +1.2% | 
-7.0% |
   | bs=1000 sw=10 sl=64 | p95 | 951,804 us | 925,032 us | 1,019,689 us | +2.9% 
| -6.7% |
   | bs=1000 sw=10 sl=64 | p99 | 951,804 us | 925,032 us | 1,049,906 us | +2.9% 
| -9.3% |
   
   </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
   0,10,10,64,20,458.50,200,128000,436,0.266,22299.40,31550.62,31550.62
   1,100,10,64,20,2099.46,2000,1280000,953,0.581,102846.41,131974.84,131974.84
   
2,1000,10,64,20,18278.42,20000,12800000,1094,0.668,911540.29,951804.23,951804.23
   ```
   
   </details>
   


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