github-actions[bot] commented on PR #7599:
URL: https://github.com/apache/texera/pull/7599#issuecomment-5399420360

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 8 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `6b8027e` 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/32760601555)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 378 | 0.231 | 25,038/37,518/37,518 us | 🔴 +14.7% / 
🔴 +166.7% |
   | 🔴 | bs=100 sw=10 sl=64 | 791 | 0.483 | 124,118/169,693/169,693 us | 🔴 
+9.0% / 🔴 +75.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 928 | 0.566 | 1,073,672/1,163,489/1,163,489 us | 
⚪ within ±5% / 🔴 +25.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `6b8027e` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 378 tuples/sec | 419 tuples/sec | 863.81 
tuples/sec | -9.8% | -56.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.231 MB/s | 0.256 MB/s | 0.527 MB/s | -9.8% | 
-56.2% |
   | bs=10 sw=10 sl=64 | p50 | 25,038 us | 21,823 us | 11,488 us | +14.7% | 
+117.9% |
   | bs=10 sw=10 sl=64 | p95 | 37,518 us | 35,840 us | 14,067 us | +4.7% | 
+166.7% |
   | bs=10 sw=10 sl=64 | p99 | 37,518 us | 35,840 us | 17,591 us | +4.7% | 
+113.3% |
   | bs=100 sw=10 sl=64 | throughput | 791 tuples/sec | 837 tuples/sec | 1,127 
tuples/sec | -5.5% | -29.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.483 MB/s | 0.511 MB/s | 0.688 MB/s | -5.5% | 
-29.8% |
   | bs=100 sw=10 sl=64 | p50 | 124,118 us | 116,782 us | 89,893 us | +6.3% | 
+38.1% |
   | bs=100 sw=10 sl=64 | p95 | 169,693 us | 155,749 us | 96,506 us | +9.0% | 
+75.8% |
   | bs=100 sw=10 sl=64 | p99 | 169,693 us | 155,749 us | 104,915 us | +9.0% | 
+61.7% |
   | bs=1000 sw=10 sl=64 | throughput | 928 tuples/sec | 932 tuples/sec | 1,156 
tuples/sec | -0.4% | -19.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.566 MB/s | 0.569 MB/s | 0.705 MB/s | -0.5% 
| -19.8% |
   | bs=1000 sw=10 sl=64 | p50 | 1,073,672 us | 1,068,690 us | 886,448 us | 
+0.5% | +21.1% |
   | bs=1000 sw=10 sl=64 | p95 | 1,163,489 us | 1,168,095 us | 930,093 us | 
-0.4% | +25.1% |
   | bs=1000 sw=10 sl=64 | p99 | 1,163,489 us | 1,168,095 us | 963,104 us | 
-0.4% | +20.8% |
   
   </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
   0,10,10,64,20,528.45,200,128000,378,0.231,25037.58,37517.50,37517.50
   1,100,10,64,20,2527.06,2000,1280000,791,0.483,124118.27,169693.36,169693.36
   
2,1000,10,64,20,21556.54,20000,12800000,928,0.566,1073671.81,1163488.59,1163488.59
   ```
   
   </details>
   


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