github-actions[bot] commented on PR #8146:
URL: https://github.com/apache/texera/pull/8146#issuecomment-5471250774

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 6 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `98588bf` 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/33335120556)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 352 | 0.215 | 24,841/85,562/85,562 us | 🔴 +146.3% 
/ 🔴 +478.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 795 | 0.485 | 125,048/155,552/155,552 us | 🔴 
+5.8% / 🔴 +54.1% |
   | ⚪ | bs=1000 sw=10 sl=64 | 911 | 0.556 | 1,096,553/1,179,449/1,179,449 us | 
⚪ within ±5% / 🔴 +21.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `98588bf` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 352 tuples/sec | 421 tuples/sec | 844.57 
tuples/sec | -16.4% | -58.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.215 MB/s | 0.257 MB/s | 0.515 MB/s | -16.3% | 
-58.3% |
   | bs=10 sw=10 sl=64 | p50 | 24,841 us | 22,250 us | 11,837 us | +11.6% | 
+109.9% |
   | bs=10 sw=10 sl=64 | p95 | 85,562 us | 34,737 us | 14,788 us | +146.3% | 
+478.6% |
   | bs=10 sw=10 sl=64 | p99 | 85,562 us | 34,737 us | 17,651 us | +146.3% | 
+384.7% |
   | bs=100 sw=10 sl=64 | throughput | 795 tuples/sec | 820 tuples/sec | 1,084 
tuples/sec | -3.0% | -26.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.485 MB/s | 0.5 MB/s | 0.662 MB/s | -3.0% | 
-26.7% |
   | bs=100 sw=10 sl=64 | p50 | 125,048 us | 118,223 us | 94,505 us | +5.8% | 
+32.3% |
   | bs=100 sw=10 sl=64 | p95 | 155,552 us | 157,202 us | 100,941 us | -1.0% | 
+54.1% |
   | bs=100 sw=10 sl=64 | p99 | 155,552 us | 157,202 us | 108,642 us | -1.0% | 
+43.2% |
   | bs=1000 sw=10 sl=64 | throughput | 911 tuples/sec | 903 tuples/sec | 1,119 
tuples/sec | +0.9% | -18.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.556 MB/s | 0.551 MB/s | 0.683 MB/s | +0.9% 
| -18.6% |
   | bs=1000 sw=10 sl=64 | p50 | 1,096,553 us | 1,100,644 us | 924,404 us | 
-0.4% | +18.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,179,449 us | 1,201,500 us | 967,785 us | 
-1.8% | +21.9% |
   | bs=1000 sw=10 sl=64 | p99 | 1,179,449 us | 1,201,500 us | 995,630 us | 
-1.8% | +18.5% |
   
   </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
   0,10,10,64,20,567.41,200,128000,352,0.215,24841.48,85562.04,85562.04
   1,100,10,64,20,2516.96,2000,1280000,795,0.485,125047.65,155551.90,155551.90
   
2,1000,10,64,20,21948.81,20000,12800000,911,0.556,1096552.90,1179449.05,1179449.05
   ```
   
   </details>
   


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