github-actions[bot] commented on PR #5797:
URL: https://github.com/apache/texera/pull/5797#issuecomment-4749277391

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `d513324` 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/27810739061)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 638 | 0.389 | 14,342/24,525/24,525 us | 🔴 +27.0% / 
🟢 +55.3% |
   | ⚪ | bs=100 sw=10 sl=64 | 1,731 | 1.057 | 56,200/71,233/71,233 us | ⚪ 
within ±5% / 🟢 +94.2% |
   | 🔴 | bs=1000 sw=10 sl=64 | 2,009 | 1.226 | 496,466/572,212/572,212 us | 🔴 
+6.2% / 🟢 +93.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `d513324` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 638 tuples/sec | 814 tuples/sec | 410.82 
tuples/sec | -21.6% | +55.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.389 MB/s | 0.497 MB/s | 0.251 MB/s | -21.7% | 
+55.1% |
   | bs=10 sw=10 sl=64 | p50 | 14,342 us | 11,293 us | 23,785 us | +27.0% | 
-39.7% |
   | bs=10 sw=10 sl=64 | p95 | 24,525 us | 19,830 us | 34,980 us | +23.7% | 
-29.9% |
   | bs=10 sw=10 sl=64 | p99 | 24,525 us | 19,830 us | 34,980 us | +23.7% | 
-29.9% |
   | bs=100 sw=10 sl=64 | throughput | 1,731 tuples/sec | 1,662 tuples/sec | 
891.94 tuples/sec | +4.2% | +94.1% |
   | bs=100 sw=10 sl=64 | MB/s | 1.057 MB/s | 1.014 MB/s | 0.544 MB/s | +4.2% | 
+94.2% |
   | bs=100 sw=10 sl=64 | p50 | 56,200 us | 59,134 us | 112,277 us | -5.0% | 
-49.9% |
   | bs=100 sw=10 sl=64 | p95 | 71,233 us | 73,491 us | 139,802 us | -3.1% | 
-49.0% |
   | bs=100 sw=10 sl=64 | p99 | 71,233 us | 73,491 us | 139,802 us | -3.1% | 
-49.0% |
   | bs=1000 sw=10 sl=64 | throughput | 2,009 tuples/sec | 1,963 tuples/sec | 
1,041 tuples/sec | +2.3% | +93.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 1.226 MB/s | 1.198 MB/s | 0.635 MB/s | +2.3% 
| +93.0% |
   | bs=1000 sw=10 sl=64 | p50 | 496,466 us | 508,983 us | 972,714 us | -2.5% | 
-49.0% |
   | bs=1000 sw=10 sl=64 | p95 | 572,212 us | 538,568 us | 1,023,057 us | +6.2% 
| -44.1% |
   | bs=1000 sw=10 sl=64 | p99 | 572,212 us | 538,568 us | 1,023,057 us | +6.2% 
| -44.1% |
   
   </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
   0,10,10,64,20,313.61,200,128000,638,0.389,14341.59,24525.22,24525.22
   1,100,10,64,20,1155.11,2000,1280000,1731,1.057,56200.18,71232.79,71232.79
   
2,1000,10,64,20,9956.78,20000,12800000,2009,1.226,496466.27,572212.22,572212.22
   ```
   
   </details>
   


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