github-actions[bot] commented on PR #5737:
URL: https://github.com/apache/texera/pull/5737#issuecomment-4724239310

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `cb30970` 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/27652779065)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 509 | 0.31 | 17,921/30,486/30,486 us | 🔴 +13.4% / 
🟢 -24.7% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,171 | 0.715 | 83,594/107,907/107,907 us | 🔴 
+10.5% / 🟢 +31.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,433 | 0.874 | 699,567/755,678/755,678 us | ⚪ 
within ±5% / 🟢 +37.7% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `cb30970` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 509 tuples/sec | 570 tuples/sec | 410.82 
tuples/sec | -10.7% | +23.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.31 MB/s | 0.348 MB/s | 0.251 MB/s | -10.9% | 
+23.6% |
   | bs=10 sw=10 sl=64 | p50 | 17,921 us | 16,575 us | 23,785 us | +8.1% | 
-24.7% |
   | bs=10 sw=10 sl=64 | p95 | 30,486 us | 26,886 us | 34,980 us | +13.4% | 
-12.8% |
   | bs=10 sw=10 sl=64 | p99 | 30,486 us | 26,886 us | 34,980 us | +13.4% | 
-12.8% |
   | bs=100 sw=10 sl=64 | throughput | 1,171 tuples/sec | 1,216 tuples/sec | 
891.94 tuples/sec | -3.7% | +31.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.715 MB/s | 0.742 MB/s | 0.544 MB/s | -3.6% | 
+31.3% |
   | bs=100 sw=10 sl=64 | p50 | 83,594 us | 80,984 us | 112,277 us | +3.2% | 
-25.5% |
   | bs=100 sw=10 sl=64 | p95 | 107,907 us | 97,662 us | 139,802 us | +10.5% | 
-22.8% |
   | bs=100 sw=10 sl=64 | p99 | 107,907 us | 97,662 us | 139,802 us | +10.5% | 
-22.8% |
   | bs=1000 sw=10 sl=64 | throughput | 1,433 tuples/sec | 1,409 tuples/sec | 
1,041 tuples/sec | +1.7% | +37.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.874 MB/s | 0.86 MB/s | 0.635 MB/s | +1.6% | 
+37.6% |
   | bs=1000 sw=10 sl=64 | p50 | 699,567 us | 715,064 us | 972,714 us | -2.2% | 
-28.1% |
   | bs=1000 sw=10 sl=64 | p95 | 755,678 us | 752,421 us | 1,023,057 us | +0.4% 
| -26.1% |
   | bs=1000 sw=10 sl=64 | p99 | 755,678 us | 752,421 us | 1,023,057 us | +0.4% 
| -26.1% |
   
   </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
   0,10,10,64,20,393.17,200,128000,509,0.310,17921.15,30486.27,30486.27
   1,100,10,64,20,1707.88,2000,1280000,1171,0.715,83594.13,107906.56,107906.56
   
2,1000,10,64,20,13960.41,20000,12800000,1433,0.874,699566.61,755677.85,755677.85
   ```
   
   </details>
   


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