github-actions[bot] commented on PR #6110:
URL: https://github.com/apache/texera/pull/6110#issuecomment-4883334925

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 2 better · 🔴 0 worse · ⚪ 13 noise (<±5%) · 0 without baseline
   
   > Compared against main `4c9d30a` 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/28714865088)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | ⚪ | bs=10 sw=10 sl=64 | 387 | 0.236 | 24,141/37,396/37,396 us | ⚪ within 
±5% / 🔴 +146.9% |
   | 🟢 | bs=100 sw=10 sl=64 | 803 | 0.49 | 123,279/134,520/134,520 us | 🟢 
-10.2% / 🔴 +24.6% |
   | ⚪ | bs=1000 sw=10 sl=64 | 894 | 0.545 | 1,117,495/1,168,040/1,168,040 us | 
⚪ within ±5% / 🔴 +13.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `4c9d30a` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 387 tuples/sec | 396 tuples/sec | 776.36 
tuples/sec | -2.3% | -50.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.236 MB/s | 0.242 MB/s | 0.474 MB/s | -2.5% | 
-50.2% |
   | bs=10 sw=10 sl=64 | p50 | 24,141 us | 23,239 us | 12,636 us | +3.9% | 
+91.1% |
   | bs=10 sw=10 sl=64 | p95 | 37,396 us | 36,825 us | 15,143 us | +1.5% | 
+146.9% |
   | bs=10 sw=10 sl=64 | p99 | 37,396 us | 36,825 us | 18,954 us | +1.5% | 
+97.3% |
   | bs=100 sw=10 sl=64 | throughput | 803 tuples/sec | 780 tuples/sec | 985.33 
tuples/sec | +2.9% | -18.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.49 MB/s | 0.476 MB/s | 0.601 MB/s | +2.9% | 
-18.5% |
   | bs=100 sw=10 sl=64 | p50 | 123,279 us | 128,669 us | 101,671 us | -4.2% | 
+21.3% |
   | bs=100 sw=10 sl=64 | p95 | 134,520 us | 149,803 us | 107,939 us | -10.2% | 
+24.6% |
   | bs=100 sw=10 sl=64 | p99 | 134,520 us | 149,803 us | 113,798 us | -10.2% | 
+18.2% |
   | bs=1000 sw=10 sl=64 | throughput | 894 tuples/sec | 902 tuples/sec | 1,016 
tuples/sec | -0.9% | -12.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.545 MB/s | 0.551 MB/s | 0.62 MB/s | -1.1% | 
-12.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,117,495 us | 1,108,226 us | 989,693 us | 
+0.8% | +12.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,168,040 us | 1,134,349 us | 1,028,327 us | 
+3.0% | +13.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,168,040 us | 1,134,349 us | 1,059,969 us | 
+3.0% | +10.2% |
   
   </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
   0,10,10,64,20,516.36,200,128000,387,0.236,24140.93,37395.56,37395.56
   1,100,10,64,20,2490.53,2000,1280000,803,0.490,123279.21,134519.88,134519.88
   
2,1000,10,64,20,22377.93,20000,12800000,894,0.545,1117494.57,1168040.20,1168040.20
   ```
   
   </details>
   


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