github-actions[bot] commented on PR #5769:
URL: https://github.com/apache/texera/pull/5769#issuecomment-4737125365

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 3 worse · ⚪ 12 noise (<±5%) · 0 without baseline
   
   > Compared against main `715bccc` 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/27731316597)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 382 | 0.233 | 25,748/35,814/35,814 us | 🔴 +14.9% / 
🔴 +8.3% |
   | ⚪ | bs=100 sw=10 sl=64 | 795 | 0.485 | 123,709/155,191/155,191 us | ⚪ 
within ±5% / 🔴 +11.0% |
   | ⚪ | bs=1000 sw=10 sl=64 | 922 | 0.563 | 1,079,222/1,135,795/1,135,795 us | 
⚪ within ±5% / 🔴 -11.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `715bccc` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 382 tuples/sec | 413 tuples/sec | 410.82 
tuples/sec | -7.5% | -7.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.233 MB/s | 0.252 MB/s | 0.251 MB/s | -7.5% | 
-7.1% |
   | bs=10 sw=10 sl=64 | p50 | 25,748 us | 22,404 us | 23,785 us | +14.9% | 
+8.3% |
   | bs=10 sw=10 sl=64 | p95 | 35,814 us | 34,721 us | 34,980 us | +3.1% | 
+2.4% |
   | bs=10 sw=10 sl=64 | p99 | 35,814 us | 34,721 us | 34,980 us | +3.1% | 
+2.4% |
   | bs=100 sw=10 sl=64 | throughput | 795 tuples/sec | 817 tuples/sec | 891.94 
tuples/sec | -2.7% | -10.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.485 MB/s | 0.499 MB/s | 0.544 MB/s | -2.8% | 
-10.9% |
   | bs=100 sw=10 sl=64 | p50 | 123,709 us | 120,713 us | 112,277 us | +2.5% | 
+10.2% |
   | bs=100 sw=10 sl=64 | p95 | 155,191 us | 156,958 us | 139,802 us | -1.1% | 
+11.0% |
   | bs=100 sw=10 sl=64 | p99 | 155,191 us | 156,958 us | 139,802 us | -1.1% | 
+11.0% |
   | bs=1000 sw=10 sl=64 | throughput | 922 tuples/sec | 911 tuples/sec | 1,041 
tuples/sec | +1.2% | -11.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.563 MB/s | 0.556 MB/s | 0.635 MB/s | +1.3% 
| -11.4% |
   | bs=1000 sw=10 sl=64 | p50 | 1,079,222 us | 1,103,186 us | 972,714 us | 
-2.2% | +10.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,135,795 us | 1,134,662 us | 1,023,057 us | 
+0.1% | +11.0% |
   | bs=1000 sw=10 sl=64 | p99 | 1,135,795 us | 1,134,662 us | 1,023,057 us | 
+0.1% | +11.0% |
   
   </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
   0,10,10,64,20,523.42,200,128000,382,0.233,25747.73,35814.16,35814.16
   1,100,10,64,20,2516.77,2000,1280000,795,0.485,123708.51,155191.36,155191.36
   
2,1000,10,64,20,21693.91,20000,12800000,922,0.563,1079222.44,1135794.55,1135794.55
   ```
   
   </details>
   


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