github-actions[bot] commented on PR #8794:
URL: https://github.com/apache/texera/pull/8794#issuecomment-5920157888

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 5 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `98d3d4b` 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/36777747274)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 510 | 0.311 | 19,206/23,368/23,368 us | 🟢 -19.4% / 
🔴 +54.8% |
   | 🟢 | bs=100 sw=10 sl=64 | 1,192 | 0.727 | 83,976/102,781/102,781 us | 🟢 
-20.7% / 🟢 -15.3% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,406 | 0.858 | 712,477/777,434/777,434 us | 🔴 
+8.6% / 🟢 +29.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `98d3d4b` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 510 tuples/sec | 547 tuples/sec | 818.62 
tuples/sec | -6.8% | -37.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.311 MB/s | 0.334 MB/s | 0.5 MB/s | -6.9% | 
-37.8% |
   | bs=10 sw=10 sl=64 | p50 | 19,206 us | 17,754 us | 12,404 us | +8.2% | 
+54.8% |
   | bs=10 sw=10 sl=64 | p95 | 23,368 us | 29,004 us | 15,787 us | -19.4% | 
+48.0% |
   | bs=10 sw=10 sl=64 | p99 | 23,368 us | 29,004 us | 18,928 us | -19.4% | 
+23.5% |
   | bs=100 sw=10 sl=64 | throughput | 1,192 tuples/sec | 1,145 tuples/sec | 
1,058 tuples/sec | +4.1% | +12.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.727 MB/s | 0.699 MB/s | 0.646 MB/s | +4.0% | 
+12.6% |
   | bs=100 sw=10 sl=64 | p50 | 83,976 us | 81,707 us | 99,149 us | +2.8% | 
-15.3% |
   | bs=100 sw=10 sl=64 | p95 | 102,781 us | 129,653 us | 106,165 us | -20.7% | 
-3.2% |
   | bs=100 sw=10 sl=64 | p99 | 102,781 us | 129,653 us | 114,997 us | -20.7% | 
-10.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,406 tuples/sec | 1,437 tuples/sec | 
1,088 tuples/sec | -2.2% | +29.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.858 MB/s | 0.877 MB/s | 0.664 MB/s | -2.2% 
| +29.2% |
   | bs=1000 sw=10 sl=64 | p50 | 712,477 us | 700,818 us | 971,066 us | +1.7% | 
-26.6% |
   | bs=1000 sw=10 sl=64 | p95 | 777,434 us | 715,767 us | 1,011,680 us | +8.6% 
| -23.2% |
   | bs=1000 sw=10 sl=64 | p99 | 777,434 us | 715,767 us | 1,037,719 us | +8.6% 
| -25.1% |
   
   </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
   0,10,10,64,20,392.29,200,128000,510,0.311,19206.16,23367.83,23367.83
   1,100,10,64,20,1678.09,2000,1280000,1192,0.727,83976.41,102780.80,102780.80
   
2,1000,10,64,20,14227.13,20000,12800000,1406,0.858,712476.60,777434.35,777434.35
   ```
   
   </details>
   


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