github-actions[bot] commented on PR #6910:
URL: https://github.com/apache/texera/pull/6910#issuecomment-5087083143

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 2 better · 🔴 0 worse · ⚪ 13 noise (<±5%) · 0 without baseline
   
   > Compared against main `f521750` 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/30219273456)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | ⚪ | bs=10 sw=10 sl=64 | 542 | 0.331 | 17,649/26,867/26,867 us | ⚪ within 
±5% / 🔴 +64.1% |
   | 🟢 | bs=100 sw=10 sl=64 | 1,153 | 0.704 | 85,781/99,372/99,372 us | 🟢 -8.9% 
/ 🟢 +19.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,348 | 0.823 | 741,684/775,182/775,182 us | ⚪ 
within ±5% / 🟢 +35.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `f521750` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 542 tuples/sec | 566 tuples/sec | 759.72 
tuples/sec | -4.2% | -28.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.331 MB/s | 0.345 MB/s | 0.464 MB/s | -4.1% | 
-28.6% |
   | bs=10 sw=10 sl=64 | p50 | 17,649 us | 16,917 us | 12,653 us | +4.3% | 
+39.5% |
   | bs=10 sw=10 sl=64 | p95 | 26,867 us | 26,454 us | 16,371 us | +1.6% | 
+64.1% |
   | bs=10 sw=10 sl=64 | p99 | 26,867 us | 26,454 us | 19,941 us | +1.6% | 
+34.7% |
   | bs=100 sw=10 sl=64 | throughput | 1,153 tuples/sec | 1,189 tuples/sec | 
966.78 tuples/sec | -3.0% | +19.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.704 MB/s | 0.726 MB/s | 0.59 MB/s | -3.0% | 
+19.3% |
   | bs=100 sw=10 sl=64 | p50 | 85,781 us | 82,013 us | 103,654 us | +4.6% | 
-17.2% |
   | bs=100 sw=10 sl=64 | p95 | 99,372 us | 109,076 us | 109,308 us | -8.9% | 
-9.1% |
   | bs=100 sw=10 sl=64 | p99 | 99,372 us | 109,076 us | 116,369 us | -8.9% | 
-14.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,348 tuples/sec | 1,328 tuples/sec | 
997.95 tuples/sec | +1.5% | +35.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.823 MB/s | 0.81 MB/s | 0.609 MB/s | +1.6% | 
+35.1% |
   | bs=1000 sw=10 sl=64 | p50 | 741,684 us | 750,295 us | 1,007,348 us | -1.1% 
| -26.4% |
   | bs=1000 sw=10 sl=64 | p95 | 775,182 us | 803,601 us | 1,050,149 us | -3.5% 
| -26.2% |
   | bs=1000 sw=10 sl=64 | p99 | 775,182 us | 803,601 us | 1,079,497 us | -3.5% 
| -28.2% |
   
   </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
   0,10,10,64,20,368.97,200,128000,542,0.331,17648.63,26866.65,26866.65
   1,100,10,64,20,1734.43,2000,1280000,1153,0.704,85780.68,99372.33,99372.33
   
2,1000,10,64,20,14836.32,20000,12800000,1348,0.823,741684.07,775181.71,775181.71
   ```
   
   </details>
   


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