github-actions[bot] commented on PR #8276:
URL: https://github.com/apache/texera/pull/8276#issuecomment-5475576662

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `50321e4` 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/33371028573)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 453 | 0.276 | 21,941/29,961/29,961 us | 🔴 +21.4% / 
🔴 +102.6% |
   | 🟢 | bs=100 sw=10 sl=64 | 1,185 | 0.724 | 83,572/93,037/93,037 us | 🟢 
-24.0% / 🟢 -14.4% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,394 | 0.851 | 711,785/809,701/809,701 us | ⚪ 
within ±5% / 🟢 +24.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `50321e4` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 453 tuples/sec | 547 tuples/sec | 844.57 
tuples/sec | -17.2% | -46.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.276 MB/s | 0.334 MB/s | 0.515 MB/s | -17.4% | 
-46.5% |
   | bs=10 sw=10 sl=64 | p50 | 21,941 us | 18,423 us | 11,837 us | +19.1% | 
+85.4% |
   | bs=10 sw=10 sl=64 | p95 | 29,961 us | 24,682 us | 14,788 us | +21.4% | 
+102.6% |
   | bs=10 sw=10 sl=64 | p99 | 29,961 us | 24,682 us | 17,651 us | +21.4% | 
+69.7% |
   | bs=100 sw=10 sl=64 | throughput | 1,185 tuples/sec | 1,175 tuples/sec | 
1,084 tuples/sec | +0.9% | +9.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.724 MB/s | 0.717 MB/s | 0.662 MB/s | +1.0% | 
+9.4% |
   | bs=100 sw=10 sl=64 | p50 | 83,572 us | 81,530 us | 94,505 us | +2.5% | 
-11.6% |
   | bs=100 sw=10 sl=64 | p95 | 93,037 us | 122,380 us | 100,941 us | -24.0% | 
-7.8% |
   | bs=100 sw=10 sl=64 | p99 | 93,037 us | 122,380 us | 108,642 us | -24.0% | 
-14.4% |
   | bs=1000 sw=10 sl=64 | throughput | 1,394 tuples/sec | 1,415 tuples/sec | 
1,119 tuples/sec | -1.5% | +24.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.851 MB/s | 0.864 MB/s | 0.683 MB/s | -1.5% 
| +24.5% |
   | bs=1000 sw=10 sl=64 | p50 | 711,785 us | 709,041 us | 924,404 us | +0.4% | 
-23.0% |
   | bs=1000 sw=10 sl=64 | p95 | 809,701 us | 818,883 us | 967,785 us | -1.1% | 
-16.3% |
   | bs=1000 sw=10 sl=64 | p99 | 809,701 us | 818,883 us | 995,630 us | -1.1% | 
-18.7% |
   
   </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
   0,10,10,64,20,441.55,200,128000,453,0.276,21940.84,29961.09,29961.09
   1,100,10,64,20,1687.21,2000,1280000,1185,0.724,83572.29,93037.19,93037.19
   
2,1000,10,64,20,14351.99,20000,12800000,1394,0.851,711785.39,809700.97,809700.97
   ```
   
   </details>
   


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