github-actions[bot] commented on PR #6129:
URL: https://github.com/apache/texera/pull/6129#issuecomment-4884458090

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 2 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `3a12e62` 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/28726023221)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 374 | 0.228 | 26,476/31,372/31,372 us | 🟢 -18.6% / 
🔴 +109.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 760 | 0.464 | 131,412/156,552/156,552 us | 🟢 
-8.1% / 🔴 +45.0% |
   | ⚪ | bs=1000 sw=10 sl=64 | 885 | 0.54 | 1,131,925/1,180,356/1,180,356 us | 
⚪ within ±5% / 🔴 +14.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `3a12e62` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 374 tuples/sec | 388 tuples/sec | 776.36 
tuples/sec | -3.6% | -51.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.228 MB/s | 0.237 MB/s | 0.474 MB/s | -3.8% | 
-51.9% |
   | bs=10 sw=10 sl=64 | p50 | 26,476 us | 23,105 us | 12,636 us | +14.6% | 
+109.5% |
   | bs=10 sw=10 sl=64 | p95 | 31,372 us | 38,553 us | 15,143 us | -18.6% | 
+107.2% |
   | bs=10 sw=10 sl=64 | p99 | 31,372 us | 38,553 us | 18,954 us | -18.6% | 
+65.5% |
   | bs=100 sw=10 sl=64 | throughput | 760 tuples/sec | 771 tuples/sec | 985.33 
tuples/sec | -1.4% | -22.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.464 MB/s | 0.47 MB/s | 0.601 MB/s | -1.3% | 
-22.8% |
   | bs=100 sw=10 sl=64 | p50 | 131,412 us | 124,595 us | 101,671 us | +5.5% | 
+29.3% |
   | bs=100 sw=10 sl=64 | p95 | 156,552 us | 170,443 us | 107,939 us | -8.1% | 
+45.0% |
   | bs=100 sw=10 sl=64 | p99 | 156,552 us | 170,443 us | 113,798 us | -8.1% | 
+37.6% |
   | bs=1000 sw=10 sl=64 | throughput | 885 tuples/sec | 900 tuples/sec | 1,016 
tuples/sec | -1.7% | -12.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.54 MB/s | 0.55 MB/s | 0.62 MB/s | -1.8% | 
-13.0% |
   | bs=1000 sw=10 sl=64 | p50 | 1,131,925 us | 1,104,089 us | 989,693 us | 
+2.5% | +14.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,180,356 us | 1,202,861 us | 1,028,327 us | 
-1.9% | +14.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,180,356 us | 1,202,861 us | 1,059,969 us | 
-1.9% | +11.4% |
   
   </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
   0,10,10,64,20,534.73,200,128000,374,0.228,26476.11,31372.44,31372.44
   1,100,10,64,20,2630.02,2000,1280000,760,0.464,131411.70,156551.93,156551.93
   
2,1000,10,64,20,22609.42,20000,12800000,885,0.540,1131924.69,1180355.88,1180355.88
   ```
   
   </details>
   


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