github-actions[bot] commented on PR #7668:
URL: https://github.com/apache/texera/pull/7668#issuecomment-5297805638

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 4 better · 🔴 0 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `3cb3479` 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/31837096229)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 436 | 0.266 | 21,966/27,069/27,069 us | 🟢 -24.4% / 
🔴 +72.8% |
   | 🟢 | bs=100 sw=10 sl=64 | 945 | 0.577 | 105,328/127,901/127,901 us | 🟢 
-8.0% / 🔴 +20.1% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,102 | 0.673 | 903,853/993,171/993,171 us | ⚪ 
within ±5% / 🟢 -7.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `3cb3479` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 436 tuples/sec | 426 tuples/sec | 779.28 
tuples/sec | +2.3% | -44.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.266 MB/s | 0.26 MB/s | 0.476 MB/s | +2.3% | 
-44.1% |
   | bs=10 sw=10 sl=64 | p50 | 21,966 us | 21,309 us | 12,712 us | +3.1% | 
+72.8% |
   | bs=10 sw=10 sl=64 | p95 | 27,069 us | 35,788 us | 16,345 us | -24.4% | 
+65.6% |
   | bs=10 sw=10 sl=64 | p99 | 27,069 us | 35,788 us | 19,050 us | -24.4% | 
+42.1% |
   | bs=100 sw=10 sl=64 | throughput | 945 tuples/sec | 942 tuples/sec | 1,017 
tuples/sec | +0.3% | -7.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.577 MB/s | 0.575 MB/s | 0.621 MB/s | +0.3% | 
-7.1% |
   | bs=100 sw=10 sl=64 | p50 | 105,328 us | 103,642 us | 100,048 us | +1.6% | 
+5.3% |
   | bs=100 sw=10 sl=64 | p95 | 127,901 us | 139,038 us | 106,477 us | -8.0% | 
+20.1% |
   | bs=100 sw=10 sl=64 | p99 | 127,901 us | 139,038 us | 114,739 us | -8.0% | 
+11.5% |
   | bs=1000 sw=10 sl=64 | throughput | 1,102 tuples/sec | 1,111 tuples/sec | 
1,048 tuples/sec | -0.8% | +5.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.673 MB/s | 0.678 MB/s | 0.639 MB/s | -0.7% 
| +5.3% |
   | bs=1000 sw=10 sl=64 | p50 | 903,853 us | 906,557 us | 976,350 us | -0.3% | 
-7.4% |
   | bs=1000 sw=10 sl=64 | p95 | 993,171 us | 951,570 us | 1,022,084 us | +4.4% 
| -2.8% |
   | bs=1000 sw=10 sl=64 | p99 | 993,171 us | 951,570 us | 1,053,520 us | +4.4% 
| -5.7% |
   
   </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
   0,10,10,64,20,458.68,200,128000,436,0.266,21966.28,27068.89,27068.89
   1,100,10,64,20,2116.06,2000,1280000,945,0.577,105327.67,127900.51,127900.51
   
2,1000,10,64,20,18140.91,20000,12800000,1102,0.673,903853.08,993171.22,993171.22
   ```
   
   </details>
   


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