github-actions[bot] commented on PR #6522:
URL: https://github.com/apache/texera/pull/6522#issuecomment-5011097501

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 4 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `39db110` 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/29642617336)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 386 | 0.236 | 26,306/33,435/33,435 us | 🟢 -36.0% / 
🔴 +132.8% |
   | 🔴 | bs=100 sw=10 sl=64 | 905 | 0.552 | 108,398/150,082/150,082 us | 🟢 
-15.3% / 🔴 +51.4% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,092 | 0.667 | 903,451/1,001,249/1,001,249 us | 
⚪ within ±5% / 🔴 +5.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `39db110` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 386 tuples/sec | 413 tuples/sec | 831.47 
tuples/sec | -6.5% | -53.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.236 MB/s | 0.252 MB/s | 0.507 MB/s | -6.3% | 
-53.5% |
   | bs=10 sw=10 sl=64 | p50 | 26,306 us | 19,510 us | 11,844 us | +34.8% | 
+122.1% |
   | bs=10 sw=10 sl=64 | p95 | 33,435 us | 52,233 us | 14,359 us | -36.0% | 
+132.8% |
   | bs=10 sw=10 sl=64 | p99 | 33,435 us | 52,233 us | 18,888 us | -36.0% | 
+77.0% |
   | bs=100 sw=10 sl=64 | throughput | 905 tuples/sec | 923 tuples/sec | 1,089 
tuples/sec | -2.0% | -16.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.552 MB/s | 0.564 MB/s | 0.665 MB/s | -2.1% | 
-16.9% |
   | bs=100 sw=10 sl=64 | p50 | 108,398 us | 103,095 us | 92,503 us | +5.1% | 
+17.2% |
   | bs=100 sw=10 sl=64 | p95 | 150,082 us | 177,155 us | 99,121 us | -15.3% | 
+51.4% |
   | bs=100 sw=10 sl=64 | p99 | 150,082 us | 177,155 us | 112,422 us | -15.3% | 
+33.5% |
   | bs=1000 sw=10 sl=64 | throughput | 1,092 tuples/sec | 1,085 tuples/sec | 
1,117 tuples/sec | +0.6% | -2.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.667 MB/s | 0.662 MB/s | 0.682 MB/s | +0.8% 
| -2.2% |
   | bs=1000 sw=10 sl=64 | p50 | 903,451 us | 930,169 us | 910,046 us | -2.9% | 
-0.7% |
   | bs=1000 sw=10 sl=64 | p95 | 1,001,249 us | 957,264 us | 950,716 us | +4.6% 
| +5.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,001,249 us | 957,264 us | 985,832 us | +4.6% 
| +1.6% |
   
   </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
   0,10,10,64,20,518.11,200,128000,386,0.236,26305.75,33434.56,33434.56
   1,100,10,64,20,2210.81,2000,1280000,905,0.552,108398.01,150081.54,150081.54
   
2,1000,10,64,20,18307.29,20000,12800000,1092,0.667,903450.94,1001249.04,1001249.04
   ```
   
   </details>
   


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