github-actions[bot] commented on PR #7042:
URL: https://github.com/apache/texera/pull/7042#issuecomment-5121707851

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 6 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `a61702f` 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/30473821232)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 407 | 0.248 | 22,805/34,772/34,772 us | 🔴 -7.5% / 
🔴 +120.4% |
   | 🔴 | bs=100 sw=10 sl=64 | 896 | 0.547 | 109,315/167,262/167,262 us | 🔴 
+15.7% / 🔴 +55.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,088 | 0.664 | 922,894/988,514/988,514 us | ⚪ 
within ±5% / 🟢 -6.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `a61702f` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 407 tuples/sec | 439 tuples/sec | 786.12 
tuples/sec | -7.3% | -48.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.248 MB/s | 0.268 MB/s | 0.48 MB/s | -7.5% | 
-48.3% |
   | bs=10 sw=10 sl=64 | p50 | 22,805 us | 23,324 us | 12,305 us | -2.2% | 
+85.3% |
   | bs=10 sw=10 sl=64 | p95 | 34,772 us | 33,032 us | 15,774 us | +5.3% | 
+120.4% |
   | bs=10 sw=10 sl=64 | p99 | 34,772 us | 33,032 us | 18,978 us | +5.3% | 
+83.2% |
   | bs=100 sw=10 sl=64 | throughput | 896 tuples/sec | 929 tuples/sec | 999.71 
tuples/sec | -3.6% | -10.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.547 MB/s | 0.567 MB/s | 0.61 MB/s | -3.5% | 
-10.4% |
   | bs=100 sw=10 sl=64 | p50 | 109,315 us | 105,120 us | 100,616 us | +4.0% | 
+8.6% |
   | bs=100 sw=10 sl=64 | p95 | 167,262 us | 144,604 us | 107,356 us | +15.7% | 
+55.8% |
   | bs=100 sw=10 sl=64 | p99 | 167,262 us | 144,604 us | 113,255 us | +15.7% | 
+47.7% |
   | bs=1000 sw=10 sl=64 | throughput | 1,088 tuples/sec | 1,099 tuples/sec | 
1,031 tuples/sec | -1.0% | +5.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.664 MB/s | 0.671 MB/s | 0.63 MB/s | -1.0% | 
+5.5% |
   | bs=1000 sw=10 sl=64 | p50 | 922,894 us | 912,201 us | 980,328 us | +1.2% | 
-5.9% |
   | bs=1000 sw=10 sl=64 | p95 | 988,514 us | 959,945 us | 1,027,528 us | +3.0% 
| -3.8% |
   | bs=1000 sw=10 sl=64 | p99 | 988,514 us | 959,945 us | 1,054,298 us | +3.0% 
| -6.2% |
   
   </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
   0,10,10,64,20,491.81,200,128000,407,0.248,22804.70,34771.53,34771.53
   1,100,10,64,20,2232.73,2000,1280000,896,0.547,109315.24,167262.18,167262.18
   
2,1000,10,64,20,18376.68,20000,12800000,1088,0.664,922894.00,988514.33,988514.33
   ```
   
   </details>
   


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