github-actions[bot] commented on PR #7563:
URL: https://github.com/apache/texera/pull/7563#issuecomment-5257920764

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 7 better · 🔴 0 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `e878df3` 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/31528049816)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 380 | 0.232 | 25,898/31,566/31,566 us | 🟢 -10.4% / 
🔴 +105.7% |
   | 🟢 | bs=100 sw=10 sl=64 | 765 | 0.467 | 127,386/170,468/170,468 us | 🟢 
-12.0% / 🔴 +57.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 908 | 0.554 | 1,100,045/1,170,710/1,170,710 us | 
⚪ within ±5% / 🔴 +12.7% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `e878df3` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 380 tuples/sec | 369 tuples/sec | 784.3 
tuples/sec | +3.0% | -51.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.232 MB/s | 0.225 MB/s | 0.479 MB/s | +3.1% | 
-51.5% |
   | bs=10 sw=10 sl=64 | p50 | 25,898 us | 27,461 us | 12,590 us | -5.7% | 
+105.7% |
   | bs=10 sw=10 sl=64 | p95 | 31,566 us | 35,218 us | 15,991 us | -10.4% | 
+97.4% |
   | bs=10 sw=10 sl=64 | p99 | 31,566 us | 35,218 us | 18,694 us | -10.4% | 
+68.9% |
   | bs=100 sw=10 sl=64 | throughput | 765 tuples/sec | 724 tuples/sec | 1,002 
tuples/sec | +5.7% | -23.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.467 MB/s | 0.442 MB/s | 0.612 MB/s | +5.7% | 
-23.6% |
   | bs=100 sw=10 sl=64 | p50 | 127,386 us | 130,673 us | 101,285 us | -2.5% | 
+25.8% |
   | bs=100 sw=10 sl=64 | p95 | 170,468 us | 193,650 us | 108,068 us | -12.0% | 
+57.7% |
   | bs=100 sw=10 sl=64 | p99 | 170,468 us | 193,650 us | 118,235 us | -12.0% | 
+44.2% |
   | bs=1000 sw=10 sl=64 | throughput | 908 tuples/sec | 907 tuples/sec | 1,030 
tuples/sec | +0.1% | -11.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.554 MB/s | 0.553 MB/s | 0.629 MB/s | +0.2% 
| -11.9% |
   | bs=1000 sw=10 sl=64 | p50 | 1,100,045 us | 1,105,850 us | 991,882 us | 
-0.5% | +10.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,170,710 us | 1,145,242 us | 1,038,496 us | 
+2.2% | +12.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,170,710 us | 1,145,242 us | 1,068,265 us | 
+2.2% | +9.6% |
   
   </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
   0,10,10,64,20,525.94,200,128000,380,0.232,25897.51,31566.41,31566.41
   1,100,10,64,20,2613.91,2000,1280000,765,0.467,127385.51,170467.60,170467.60
   
2,1000,10,64,20,22020.04,20000,12800000,908,0.554,1100045.45,1170709.62,1170709.62
   ```
   
   </details>
   


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