github-actions[bot] commented on PR #7018:
URL: https://github.com/apache/texera/pull/7018#issuecomment-5113552990

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 2 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `ab58d47` 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/30424399157)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 392 | 0.239 | 25,007/32,851/32,851 us | 🟢 -10.4% / 
🔴 +107.9% |
   | 🔴 | bs=100 sw=10 sl=64 | 781 | 0.477 | 125,137/153,226/153,226 us | 🔴 
+5.5% / 🔴 +42.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 895 | 0.546 | 1,117,866/1,170,549/1,170,549 us | 
⚪ within ±5% / 🔴 +13.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `ab58d47` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 392 tuples/sec | 381 tuples/sec | 787.55 
tuples/sec | +2.9% | -50.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.239 MB/s | 0.232 MB/s | 0.481 MB/s | +3.0% | 
-50.3% |
   | bs=10 sw=10 sl=64 | p50 | 25,007 us | 25,712 us | 12,255 us | -2.7% | 
+104.1% |
   | bs=10 sw=10 sl=64 | p95 | 32,851 us | 36,669 us | 15,802 us | -10.4% | 
+107.9% |
   | bs=10 sw=10 sl=64 | p99 | 32,851 us | 36,669 us | 19,008 us | -10.4% | 
+72.8% |
   | bs=100 sw=10 sl=64 | throughput | 781 tuples/sec | 815 tuples/sec | 997.81 
tuples/sec | -4.2% | -21.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.477 MB/s | 0.497 MB/s | 0.609 MB/s | -4.0% | 
-21.7% |
   | bs=100 sw=10 sl=64 | p50 | 125,137 us | 121,738 us | 100,690 us | +2.8% | 
+24.3% |
   | bs=100 sw=10 sl=64 | p95 | 153,226 us | 145,212 us | 107,316 us | +5.5% | 
+42.8% |
   | bs=100 sw=10 sl=64 | p99 | 153,226 us | 145,212 us | 113,823 us | +5.5% | 
+34.6% |
   | bs=1000 sw=10 sl=64 | throughput | 895 tuples/sec | 918 tuples/sec | 1,030 
tuples/sec | -2.5% | -13.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.546 MB/s | 0.56 MB/s | 0.629 MB/s | -2.5% | 
-13.2% |
   | bs=1000 sw=10 sl=64 | p50 | 1,117,866 us | 1,089,846 us | 981,213 us | 
+2.6% | +13.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,170,549 us | 1,130,326 us | 1,027,605 us | 
+3.6% | +13.9% |
   | bs=1000 sw=10 sl=64 | p99 | 1,170,549 us | 1,130,326 us | 1,055,466 us | 
+3.6% | +10.9% |
   
   </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
   0,10,10,64,20,510.11,200,128000,392,0.239,25006.67,32850.82,32850.82
   1,100,10,64,20,2560.90,2000,1280000,781,0.477,125137.27,153226.41,153226.41
   
2,1000,10,64,20,22342.80,20000,12800000,895,0.546,1117866.29,1170548.79,1170548.79
   ```
   
   </details>
   


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