github-actions[bot] commented on PR #8159:
URL: https://github.com/apache/texera/pull/8159#issuecomment-5471795562

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 9 better · 🔴 2 worse · ⚪ 4 noise (<±5%) · 0 without baseline
   
   > Compared against main `70c2114` 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/33340378777)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 437 | 0.267 | 21,867/28,292/28,292 us | 🟢 -31.2% / 
🔴 +91.3% |
   | 🟢 | bs=100 sw=10 sl=64 | 961 | 0.586 | 103,288/122,291/122,291 us | 🟢 
-27.0% / 🔴 +21.2% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,079 | 0.658 | 916,065/1,062,428/1,062,428 us | 
🔴 +10.7% / 🔴 +9.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `70c2114` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 437 tuples/sec | 411 tuples/sec | 844.57 
tuples/sec | +6.3% | -48.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.267 MB/s | 0.251 MB/s | 0.515 MB/s | +6.4% | 
-48.2% |
   | bs=10 sw=10 sl=64 | p50 | 21,867 us | 22,142 us | 11,837 us | -1.2% | 
+84.7% |
   | bs=10 sw=10 sl=64 | p95 | 28,292 us | 41,110 us | 14,788 us | -31.2% | 
+91.3% |
   | bs=10 sw=10 sl=64 | p99 | 28,292 us | 41,110 us | 17,651 us | -31.2% | 
+60.3% |
   | bs=100 sw=10 sl=64 | throughput | 961 tuples/sec | 889 tuples/sec | 1,084 
tuples/sec | +8.1% | -11.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.586 MB/s | 0.543 MB/s | 0.662 MB/s | +7.9% | 
-11.4% |
   | bs=100 sw=10 sl=64 | p50 | 103,288 us | 109,340 us | 94,505 us | -5.5% | 
+9.3% |
   | bs=100 sw=10 sl=64 | p95 | 122,291 us | 167,480 us | 100,941 us | -27.0% | 
+21.2% |
   | bs=100 sw=10 sl=64 | p99 | 122,291 us | 167,480 us | 108,642 us | -27.0% | 
+12.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,079 tuples/sec | 1,087 tuples/sec | 
1,119 tuples/sec | -0.7% | -3.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.658 MB/s | 0.663 MB/s | 0.683 MB/s | -0.8% 
| -3.7% |
   | bs=1000 sw=10 sl=64 | p50 | 916,065 us | 919,524 us | 924,404 us | -0.4% | 
-0.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,062,428 us | 960,054 us | 967,785 us | 
+10.7% | +9.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,062,428 us | 960,054 us | 995,630 us | 
+10.7% | +6.7% |
   
   </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
   0,10,10,64,20,457.18,200,128000,437,0.267,21867.43,28292.18,28292.18
   1,100,10,64,20,2081.80,2000,1280000,961,0.586,103288.42,122291.17,122291.17
   
2,1000,10,64,20,18538.16,20000,12800000,1079,0.658,916065.05,1062427.54,1062427.54
   ```
   
   </details>
   


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