github-actions[bot] commented on PR #6894:
URL: https://github.com/apache/texera/pull/6894#issuecomment-5078031342

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 4 better · 🔴 0 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `7e4a9b4` 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/30153178820)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 389 | 0.238 | 26,278/32,185/32,185 us | 🟢 -9.9% / 
🔴 +105.0% |
   | 🟢 | bs=100 sw=10 sl=64 | 802 | 0.49 | 123,501/135,793/135,793 us | 🟢 
-11.3% / 🔴 +24.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 902 | 0.551 | 1,107,315/1,170,860/1,170,860 us | 
⚪ within ±5% / 🔴 +11.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `7e4a9b4` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 389 tuples/sec | 389 tuples/sec | 754.55 
tuples/sec | 0.0% | -48.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.238 MB/s | 0.238 MB/s | 0.461 MB/s | 0.0% | 
-48.3% |
   | bs=10 sw=10 sl=64 | p50 | 26,278 us | 26,480 us | 12,816 us | -0.8% | 
+105.0% |
   | bs=10 sw=10 sl=64 | p95 | 32,185 us | 35,740 us | 16,594 us | -9.9% | 
+94.0% |
   | bs=10 sw=10 sl=64 | p99 | 32,185 us | 35,740 us | 19,806 us | -9.9% | 
+62.5% |
   | bs=100 sw=10 sl=64 | throughput | 802 tuples/sec | 803 tuples/sec | 969.38 
tuples/sec | -0.1% | -17.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.49 MB/s | 0.49 MB/s | 0.592 MB/s | 0.0% | 
-17.2% |
   | bs=100 sw=10 sl=64 | p50 | 123,501 us | 124,512 us | 103,584 us | -0.8% | 
+19.2% |
   | bs=100 sw=10 sl=64 | p95 | 135,793 us | 153,046 us | 109,097 us | -11.3% | 
+24.5% |
   | bs=100 sw=10 sl=64 | p99 | 135,793 us | 153,046 us | 117,304 us | -11.3% | 
+15.8% |
   | bs=1000 sw=10 sl=64 | throughput | 902 tuples/sec | 920 tuples/sec | 1,004 
tuples/sec | -2.0% | -10.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.551 MB/s | 0.561 MB/s | 0.613 MB/s | -1.8% 
| -10.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,107,315 us | 1,086,389 us | 1,002,357 us | 
+1.9% | +10.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,170,860 us | 1,126,821 us | 1,046,463 us | 
+3.9% | +11.9% |
   | bs=1000 sw=10 sl=64 | p99 | 1,170,860 us | 1,126,821 us | 1,073,661 us | 
+3.9% | +9.1% |
   
   </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
   0,10,10,64,20,513.57,200,128000,389,0.238,26277.77,32184.69,32184.69
   1,100,10,64,20,2492.96,2000,1280000,802,0.490,123500.55,135792.82,135792.82
   
2,1000,10,64,20,22166.18,20000,12800000,902,0.551,1107315.09,1170859.79,1170859.79
   ```
   
   </details>
   


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