github-actions[bot] commented on PR #7502:
URL: https://github.com/apache/texera/pull/7502#issuecomment-5236035222

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 3 better · 🔴 1 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `363e0ff` 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/31356699134)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 423 | 0.258 | 23,052/31,862/31,862 us | 🟢 -5.1% / 
🔴 +94.4% |
   | 🔴 | bs=100 sw=10 sl=64 | 922 | 0.563 | 105,186/142,869/142,869 us | 🟢 
-12.7% / 🔴 +27.0% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,116 | 0.681 | 890,538/961,137/961,137 us | ⚪ 
within ±5% / 🟢 +14.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `363e0ff` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 423 tuples/sec | 416 tuples/sec | 743.73 
tuples/sec | +1.7% | -43.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.258 MB/s | 0.254 MB/s | 0.454 MB/s | +1.6% | 
-43.2% |
   | bs=10 sw=10 sl=64 | p50 | 23,052 us | 24,290 us | 13,130 us | -5.1% | 
+75.6% |
   | bs=10 sw=10 sl=64 | p95 | 31,862 us | 32,482 us | 16,391 us | -1.9% | 
+94.4% |
   | bs=10 sw=10 sl=64 | p99 | 31,862 us | 32,482 us | 19,408 us | -1.9% | 
+64.2% |
   | bs=100 sw=10 sl=64 | throughput | 922 tuples/sec | 951 tuples/sec | 944.04 
tuples/sec | -3.0% | -2.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.563 MB/s | 0.581 MB/s | 0.576 MB/s | -3.1% | 
-2.3% |
   | bs=100 sw=10 sl=64 | p50 | 105,186 us | 99,682 us | 105,853 us | +5.5% | 
-0.6% |
   | bs=100 sw=10 sl=64 | p95 | 142,869 us | 163,661 us | 112,493 us | -12.7% | 
+27.0% |
   | bs=100 sw=10 sl=64 | p99 | 142,869 us | 163,661 us | 122,200 us | -12.7% | 
+16.9% |
   | bs=1000 sw=10 sl=64 | throughput | 1,116 tuples/sec | 1,117 tuples/sec | 
972.22 tuples/sec | -0.1% | +14.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.681 MB/s | 0.682 MB/s | 0.593 MB/s | -0.1% 
| +14.8% |
   | bs=1000 sw=10 sl=64 | p50 | 890,538 us | 891,003 us | 1,033,856 us | -0.1% 
| -13.9% |
   | bs=1000 sw=10 sl=64 | p95 | 961,137 us | 965,294 us | 1,076,083 us | -0.4% 
| -10.7% |
   | bs=1000 sw=10 sl=64 | p99 | 961,137 us | 965,294 us | 1,107,701 us | -0.4% 
| -13.2% |
   
   </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
   0,10,10,64,20,472.72,200,128000,423,0.258,23052.14,31861.52,31861.52
   1,100,10,64,20,2169.23,2000,1280000,922,0.563,105186.15,142869.07,142869.07
   
2,1000,10,64,20,17923.40,20000,12800000,1116,0.681,890537.50,961136.81,961136.81
   ```
   
   </details>
   


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