github-actions[bot] commented on PR #5791:
URL: https://github.com/apache/texera/pull/5791#issuecomment-4749215992

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 4 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `731d671` 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/27809374794)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 402 | 0.245 | 22,699/37,616/37,616 us | 🔴 +7.2% / 
🔴 +7.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 942 | 0.575 | 104,597/134,381/134,381 us | 🔴 
+19.0% / 🟢 -6.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,103 | 0.673 | 906,025/962,805/962,805 us | ⚪ 
within ±5% / 🟢 -6.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `731d671` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 402 tuples/sec | 421 tuples/sec | 410.82 
tuples/sec | -4.5% | -2.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.245 MB/s | 0.257 MB/s | 0.251 MB/s | -4.7% | 
-2.3% |
   | bs=10 sw=10 sl=64 | p50 | 22,699 us | 22,952 us | 23,785 us | -1.1% | 
-4.6% |
   | bs=10 sw=10 sl=64 | p95 | 37,616 us | 35,089 us | 34,980 us | +7.2% | 
+7.5% |
   | bs=10 sw=10 sl=64 | p99 | 37,616 us | 35,089 us | 34,980 us | +7.2% | 
+7.5% |
   | bs=100 sw=10 sl=64 | throughput | 942 tuples/sec | 970 tuples/sec | 891.94 
tuples/sec | -2.9% | +5.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.575 MB/s | 0.592 MB/s | 0.544 MB/s | -2.9% | 
+5.6% |
   | bs=100 sw=10 sl=64 | p50 | 104,597 us | 104,735 us | 112,277 us | -0.1% | 
-6.8% |
   | bs=100 sw=10 sl=64 | p95 | 134,381 us | 112,921 us | 139,802 us | +19.0% | 
-3.9% |
   | bs=100 sw=10 sl=64 | p99 | 134,381 us | 112,921 us | 139,802 us | +19.0% | 
-3.9% |
   | bs=1000 sw=10 sl=64 | throughput | 1,103 tuples/sec | 1,110 tuples/sec | 
1,041 tuples/sec | -0.6% | +6.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.673 MB/s | 0.677 MB/s | 0.635 MB/s | -0.6% 
| +5.9% |
   | bs=1000 sw=10 sl=64 | p50 | 906,025 us | 897,776 us | 972,714 us | +0.9% | 
-6.9% |
   | bs=1000 sw=10 sl=64 | p95 | 962,805 us | 945,364 us | 1,023,057 us | +1.8% 
| -5.9% |
   | bs=1000 sw=10 sl=64 | p99 | 962,805 us | 945,364 us | 1,023,057 us | +1.8% 
| -5.9% |
   
   </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
   0,10,10,64,20,497.78,200,128000,402,0.245,22699.28,37616.06,37616.06
   1,100,10,64,20,2124.27,2000,1280000,942,0.575,104596.76,134380.67,134380.67
   
2,1000,10,64,20,18139.02,20000,12800000,1103,0.673,906024.97,962805.12,962805.12
   ```
   
   </details>
   


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