github-actions[bot] commented on PR #8038:
URL: https://github.com/apache/texera/pull/8038#issuecomment-5435024939

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 3 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `97e3585` 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/33044090572)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 384 | 0.234 | 26,195/31,385/31,385 us | 🔴 +16.3% / 
🔴 +135.2% |
   | 🟢 | bs=100 sw=10 sl=64 | 816 | 0.498 | 119,936/136,122/136,122 us | 🟢 
-8.1% / 🔴 +45.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 928 | 0.566 | 1,073,313/1,129,898/1,129,898 us | 
⚪ within ±5% / 🔴 +25.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `97e3585` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 384 tuples/sec | 408 tuples/sec | 894.86 
tuples/sec | -5.9% | -57.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.234 MB/s | 0.249 MB/s | 0.546 MB/s | -6.0% | 
-57.2% |
   | bs=10 sw=10 sl=64 | p50 | 26,195 us | 22,530 us | 11,139 us | +16.3% | 
+135.2% |
   | bs=10 sw=10 sl=64 | p95 | 31,385 us | 33,738 us | 13,843 us | -7.0% | 
+126.7% |
   | bs=10 sw=10 sl=64 | p99 | 31,385 us | 33,738 us | 16,839 us | -7.0% | 
+86.4% |
   | bs=100 sw=10 sl=64 | throughput | 816 tuples/sec | 835 tuples/sec | 1,166 
tuples/sec | -2.3% | -30.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.498 MB/s | 0.51 MB/s | 0.711 MB/s | -2.4% | 
-30.0% |
   | bs=100 sw=10 sl=64 | p50 | 119,936 us | 118,206 us | 87,509 us | +1.5% | 
+37.1% |
   | bs=100 sw=10 sl=64 | p95 | 136,122 us | 148,099 us | 93,675 us | -8.1% | 
+45.3% |
   | bs=100 sw=10 sl=64 | p99 | 136,122 us | 148,099 us | 102,153 us | -8.1% | 
+33.3% |
   | bs=1000 sw=10 sl=64 | throughput | 928 tuples/sec | 950 tuples/sec | 1,198 
tuples/sec | -2.3% | -22.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.566 MB/s | 0.58 MB/s | 0.731 MB/s | -2.4% | 
-22.6% |
   | bs=1000 sw=10 sl=64 | p50 | 1,073,313 us | 1,045,388 us | 859,766 us | 
+2.7% | +24.8% |
   | bs=1000 sw=10 sl=64 | p95 | 1,129,898 us | 1,136,802 us | 902,897 us | 
-0.6% | +25.1% |
   | bs=1000 sw=10 sl=64 | p99 | 1,129,898 us | 1,136,802 us | 937,957 us | 
-0.6% | +20.5% |
   
   </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
   0,10,10,64,20,520.56,200,128000,384,0.234,26195.19,31384.62,31384.62
   1,100,10,64,20,2452.18,2000,1280000,816,0.498,119935.53,136122.25,136122.25
   
2,1000,10,64,20,21561.56,20000,12800000,928,0.566,1073313.29,1129898.01,1129898.01
   ```
   
   </details>
   


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