github-actions[bot] commented on PR #5965:
URL: https://github.com/apache/texera/pull/5965#issuecomment-4825528893

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 1 worse · ⚪ 14 noise (<±5%) · 0 without baseline
   
   > Compared against main `de6c31a` 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/28317849775)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 408 | 0.249 | 23,431/33,994/33,994 us | 🔴 +8.3% / 
🔴 +119.8% |
   | ⚪ | bs=100 sw=10 sl=64 | 799 | 0.488 | 122,479/147,114/147,114 us | ⚪ 
within ±5% / 🔴 +33.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 923 | 0.563 | 1,088,760/1,107,914/1,107,914 us | 
⚪ within ±5% / 🔴 +7.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `de6c31a` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 408 tuples/sec | 415 tuples/sec | 756.6 
tuples/sec | -1.7% | -46.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.249 MB/s | 0.253 MB/s | 0.462 MB/s | -1.6% | 
-46.1% |
   | bs=10 sw=10 sl=64 | p50 | 23,431 us | 21,642 us | 13,009 us | +8.3% | 
+80.1% |
   | bs=10 sw=10 sl=64 | p95 | 33,994 us | 35,100 us | 15,463 us | -3.2% | 
+119.8% |
   | bs=10 sw=10 sl=64 | p99 | 33,994 us | 35,100 us | 18,561 us | -3.2% | 
+83.1% |
   | bs=100 sw=10 sl=64 | throughput | 799 tuples/sec | 829 tuples/sec | 963.83 
tuples/sec | -3.6% | -17.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.488 MB/s | 0.506 MB/s | 0.588 MB/s | -3.6% | 
-17.0% |
   | bs=100 sw=10 sl=64 | p50 | 122,479 us | 118,850 us | 103,320 us | +3.1% | 
+18.5% |
   | bs=100 sw=10 sl=64 | p95 | 147,114 us | 145,658 us | 110,058 us | +1.0% | 
+33.7% |
   | bs=100 sw=10 sl=64 | p99 | 147,114 us | 145,658 us | 118,543 us | +1.0% | 
+24.1% |
   | bs=1000 sw=10 sl=64 | throughput | 923 tuples/sec | 928 tuples/sec | 
989.07 tuples/sec | -0.5% | -6.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.563 MB/s | 0.567 MB/s | 0.604 MB/s | -0.7% 
| -6.7% |
   | bs=1000 sw=10 sl=64 | p50 | 1,088,760 us | 1,083,236 us | 1,015,599 us | 
+0.5% | +7.2% |
   | bs=1000 sw=10 sl=64 | p95 | 1,107,914 us | 1,160,830 us | 1,055,944 us | 
-4.6% | +4.9% |
   | bs=1000 sw=10 sl=64 | p99 | 1,107,914 us | 1,160,830 us | 1,086,834 us | 
-4.6% | +1.9% |
   
   </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
   0,10,10,64,20,490.52,200,128000,408,0.249,23431.22,33993.81,33993.81
   1,100,10,64,20,2502.69,2000,1280000,799,0.488,122479.19,147113.70,147113.70
   
2,1000,10,64,20,21674.22,20000,12800000,923,0.563,1088759.57,1107914.24,1107914.24
   ```
   
   </details>
   


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