github-actions[bot] commented on PR #8435:
URL: https://github.com/apache/texera/pull/8435#issuecomment-5548781408

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 9 worse · ⚪ 4 noise (<±5%) · 0 without baseline
   
   > Compared against main `dcb25ef` 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/33939228704)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 519 | 0.317 | 18,069/25,847/25,847 us | 🔴 +10.2% / 
🔴 +58.3% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,171 | 0.715 | 82,337/123,910/123,910 us | 🔴 
+41.2% / 🟢 +21.0% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,380 | 0.843 | 722,582/864,840/864,840 us | 🔴 
+17.6% / 🟢 +38.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `dcb25ef` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 519 tuples/sec | 558 tuples/sec | 749.39 
tuples/sec | -7.0% | -30.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.317 MB/s | 0.341 MB/s | 0.457 MB/s | -7.0% | 
-30.7% |
   | bs=10 sw=10 sl=64 | p50 | 18,069 us | 16,404 us | 13,045 us | +10.2% | 
+38.5% |
   | bs=10 sw=10 sl=64 | p95 | 25,847 us | 28,050 us | 16,328 us | -7.9% | 
+58.3% |
   | bs=10 sw=10 sl=64 | p99 | 25,847 us | 28,050 us | 19,518 us | -7.9% | 
+32.4% |
   | bs=100 sw=10 sl=64 | throughput | 1,171 tuples/sec | 1,245 tuples/sec | 
968.07 tuples/sec | -5.9% | +21.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.715 MB/s | 0.76 MB/s | 0.591 MB/s | -5.9% | 
+21.0% |
   | bs=100 sw=10 sl=64 | p50 | 82,337 us | 80,746 us | 103,330 us | +2.0% | 
-20.3% |
   | bs=100 sw=10 sl=64 | p95 | 123,910 us | 87,736 us | 110,305 us | +41.2% | 
+12.3% |
   | bs=100 sw=10 sl=64 | p99 | 123,910 us | 87,736 us | 121,264 us | +41.2% | 
+2.2% |
   | bs=1000 sw=10 sl=64 | throughput | 1,380 tuples/sec | 1,440 tuples/sec | 
998 tuples/sec | -4.2% | +38.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.843 MB/s | 0.879 MB/s | 0.609 MB/s | -4.1% 
| +38.4% |
   | bs=1000 sw=10 sl=64 | p50 | 722,582 us | 694,704 us | 1,009,354 us | +4.0% 
| -28.4% |
   | bs=1000 sw=10 sl=64 | p95 | 864,840 us | 735,443 us | 1,052,748 us | 
+17.6% | -17.8% |
   | bs=1000 sw=10 sl=64 | p99 | 864,840 us | 735,443 us | 1,081,982 us | 
+17.6% | -20.1% |
   
   </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
   0,10,10,64,20,385.23,200,128000,519,0.317,18068.73,25846.69,25846.69
   1,100,10,64,20,1708.37,2000,1280000,1171,0.715,82336.58,123909.53,123909.53
   
2,1000,10,64,20,14488.82,20000,12800000,1380,0.843,722581.86,864839.99,864839.99
   ```
   
   </details>
   


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