github-actions[bot] commented on PR #8406:
URL: https://github.com/apache/texera/pull/8406#issuecomment-5540236057

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `1cbe857` 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/33870901599)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 347 | 0.212 | 28,255/39,511/39,511 us | 🔴 +23.7% / 
🔴 +147.3% |
   | ⚪ | bs=100 sw=10 sl=64 | 779 | 0.475 | 125,822/151,108/151,108 us | ⚪ 
within ±5% / 🔴 +38.3% |
   | 🔴 | bs=1000 sw=10 sl=64 | 894 | 0.546 | 1,109,671/1,204,610/1,204,610 us | 
🔴 +6.2% / 🔴 +15.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `1cbe857` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 347 tuples/sec | 425 tuples/sec | 755.36 
tuples/sec | -18.4% | -54.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.212 MB/s | 0.26 MB/s | 0.461 MB/s | -18.5% | 
-54.0% |
   | bs=10 sw=10 sl=64 | p50 | 28,255 us | 22,838 us | 12,938 us | +23.7% | 
+118.4% |
   | bs=10 sw=10 sl=64 | p95 | 39,511 us | 35,118 us | 15,980 us | +12.5% | 
+147.3% |
   | bs=10 sw=10 sl=64 | p99 | 39,511 us | 35,118 us | 19,233 us | +12.5% | 
+105.4% |
   | bs=100 sw=10 sl=64 | throughput | 779 tuples/sec | 793 tuples/sec | 976.3 
tuples/sec | -1.8% | -20.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.475 MB/s | 0.484 MB/s | 0.596 MB/s | -1.9% | 
-20.3% |
   | bs=100 sw=10 sl=64 | p50 | 125,822 us | 124,102 us | 102,340 us | +1.4% | 
+22.9% |
   | bs=100 sw=10 sl=64 | p95 | 151,108 us | 152,789 us | 109,262 us | -1.1% | 
+38.3% |
   | bs=100 sw=10 sl=64 | p99 | 151,108 us | 152,789 us | 118,827 us | -1.1% | 
+27.2% |
   | bs=1000 sw=10 sl=64 | throughput | 894 tuples/sec | 922 tuples/sec | 1,006 
tuples/sec | -3.0% | -11.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.546 MB/s | 0.563 MB/s | 0.614 MB/s | -3.0% 
| -11.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,109,671 us | 1,086,151 us | 999,855 us | 
+2.2% | +11.0% |
   | bs=1000 sw=10 sl=64 | p95 | 1,204,610 us | 1,134,249 us | 1,042,833 us | 
+6.2% | +15.5% |
   | bs=1000 sw=10 sl=64 | p99 | 1,204,610 us | 1,134,249 us | 1,070,722 us | 
+6.2% | +12.5% |
   
   </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
   0,10,10,64,20,575.77,200,128000,347,0.212,28254.95,39511.20,39511.20
   1,100,10,64,20,2569.04,2000,1280000,779,0.475,125822.19,151108.19,151108.19
   
2,1000,10,64,20,22376.52,20000,12800000,894,0.546,1109670.60,1204610.29,1204610.29
   ```
   
   </details>
   


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