github-actions[bot] commented on PR #6045:
URL: https://github.com/apache/texera/pull/6045#issuecomment-4851422308

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `104bcc4` 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/28500383277)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 378 | 0.231 | 25,523/37,189/37,189 us | 🔴 +14.5% / 
🔴 +146.8% |
   | 🔴 | bs=100 sw=10 sl=64 | 784 | 0.479 | 125,250/156,693/156,693 us | 🔴 
+8.6% / 🔴 +45.6% |
   | ⚪ | bs=1000 sw=10 sl=64 | 923 | 0.563 | 1,087,366/1,127,801/1,127,801 us | 
⚪ within ±5% / 🔴 +10.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `104bcc4` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 378 tuples/sec | 425 tuples/sec | 777.62 
tuples/sec | -11.1% | -51.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.231 MB/s | 0.259 MB/s | 0.475 MB/s | -10.8% | 
-51.3% |
   | bs=10 sw=10 sl=64 | p50 | 25,523 us | 22,296 us | 12,612 us | +14.5% | 
+102.4% |
   | bs=10 sw=10 sl=64 | p95 | 37,189 us | 35,650 us | 15,070 us | +4.3% | 
+146.8% |
   | bs=10 sw=10 sl=64 | p99 | 37,189 us | 35,650 us | 18,360 us | +4.3% | 
+102.6% |
   | bs=100 sw=10 sl=64 | throughput | 784 tuples/sec | 822 tuples/sec | 988.31 
tuples/sec | -4.6% | -20.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.479 MB/s | 0.502 MB/s | 0.603 MB/s | -4.6% | 
-20.6% |
   | bs=100 sw=10 sl=64 | p50 | 125,250 us | 120,505 us | 101,066 us | +3.9% | 
+23.9% |
   | bs=100 sw=10 sl=64 | p95 | 156,693 us | 144,259 us | 107,594 us | +8.6% | 
+45.6% |
   | bs=100 sw=10 sl=64 | p99 | 156,693 us | 144,259 us | 115,830 us | +8.6% | 
+35.3% |
   | bs=1000 sw=10 sl=64 | throughput | 923 tuples/sec | 923 tuples/sec | 1,019 
tuples/sec | 0.0% | -9.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.563 MB/s | 0.563 MB/s | 0.622 MB/s | 0.0% | 
-9.5% |
   | bs=1000 sw=10 sl=64 | p50 | 1,087,366 us | 1,080,942 us | 986,982 us | 
+0.6% | +10.2% |
   | bs=1000 sw=10 sl=64 | p95 | 1,127,801 us | 1,118,930 us | 1,028,491 us | 
+0.8% | +9.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,127,801 us | 1,118,930 us | 1,058,493 us | 
+0.8% | +6.5% |
   
   </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
   0,10,10,64,20,529.10,200,128000,378,0.231,25522.80,37189.01,37189.01
   1,100,10,64,20,2550.91,2000,1280000,784,0.479,125249.53,156693.14,156693.14
   
2,1000,10,64,20,21674.14,20000,12800000,923,0.563,1087365.70,1127801.04,1127801.04
   ```
   
   </details>
   


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