github-actions[bot] commented on PR #7249:
URL: https://github.com/apache/texera/pull/7249#issuecomment-5156218189

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 4 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `436b37e` 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/30737740472)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 407 | 0.248 | 24,102/29,964/29,964 us | 🟢 -10.4% / 
🔴 +93.3% |
   | 🔴 | bs=100 sw=10 sl=64 | 906 | 0.553 | 104,530/164,203/164,203 us | 🔴 
+24.3% / 🔴 +52.9% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,092 | 0.667 | 910,719/1,126,227/1,126,227 us | 
🔴 +19.5% / 🔴 +9.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `436b37e` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 407 tuples/sec | 412 tuples/sec | 782.98 
tuples/sec | -1.2% | -48.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.248 MB/s | 0.251 MB/s | 0.478 MB/s | -1.2% | 
-48.1% |
   | bs=10 sw=10 sl=64 | p50 | 24,102 us | 24,675 us | 12,467 us | -2.3% | 
+93.3% |
   | bs=10 sw=10 sl=64 | p95 | 29,964 us | 33,453 us | 15,695 us | -10.4% | 
+90.9% |
   | bs=10 sw=10 sl=64 | p99 | 29,964 us | 33,453 us | 18,950 us | -10.4% | 
+58.1% |
   | bs=100 sw=10 sl=64 | throughput | 906 tuples/sec | 934 tuples/sec | 996.92 
tuples/sec | -3.0% | -9.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.553 MB/s | 0.57 MB/s | 0.608 MB/s | -3.0% | 
-9.1% |
   | bs=100 sw=10 sl=64 | p50 | 104,530 us | 103,408 us | 100,899 us | +1.1% | 
+3.6% |
   | bs=100 sw=10 sl=64 | p95 | 164,203 us | 132,071 us | 107,385 us | +24.3% | 
+52.9% |
   | bs=100 sw=10 sl=64 | p99 | 164,203 us | 132,071 us | 115,226 us | +24.3% | 
+42.5% |
   | bs=1000 sw=10 sl=64 | throughput | 1,092 tuples/sec | 1,104 tuples/sec | 
1,024 tuples/sec | -1.1% | +6.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.667 MB/s | 0.674 MB/s | 0.625 MB/s | -1.0% 
| +6.7% |
   | bs=1000 sw=10 sl=64 | p50 | 910,719 us | 913,869 us | 989,300 us | -0.3% | 
-7.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,126,227 us | 942,510 us | 1,031,689 us | 
+19.5% | +9.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,126,227 us | 942,510 us | 1,058,394 us | 
+19.5% | +6.4% |
   
   </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
   0,10,10,64,20,491.90,200,128000,407,0.248,24102.01,29964.19,29964.19
   1,100,10,64,20,2206.98,2000,1280000,906,0.553,104529.84,164202.75,164202.75
   
2,1000,10,64,20,18315.06,20000,12800000,1092,0.667,910718.54,1126226.96,1126226.96
   ```
   
   </details>
   


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