github-actions[bot] commented on PR #8040:
URL: https://github.com/apache/texera/pull/8040#issuecomment-5436433755

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 1 worse · ⚪ 12 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/33052013092)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 391 | 0.239 | 25,320/31,975/31,975 us | 🟢 -9.4% / 
🔴 +131.0% |
   | 🔴 | bs=100 sw=10 sl=64 | 812 | 0.495 | 123,639/142,312/142,312 us | 🔴 
+7.7% / 🔴 +51.9% |
   | ⚪ | bs=1000 sw=10 sl=64 | 921 | 0.562 | 1,086,572/1,167,912/1,167,912 us | 
⚪ within ±5% / 🔴 +29.4% |
   
   <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 | 391 tuples/sec | 411 tuples/sec | 894.86 
tuples/sec | -4.9% | -56.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.239 MB/s | 0.251 MB/s | 0.546 MB/s | -4.8% | 
-56.2% |
   | bs=10 sw=10 sl=64 | p50 | 25,320 us | 25,476 us | 11,139 us | -0.6% | 
+127.3% |
   | bs=10 sw=10 sl=64 | p95 | 31,975 us | 35,302 us | 13,843 us | -9.4% | 
+131.0% |
   | bs=10 sw=10 sl=64 | p99 | 31,975 us | 35,302 us | 16,839 us | -9.4% | 
+89.9% |
   | bs=100 sw=10 sl=64 | throughput | 812 tuples/sec | 836 tuples/sec | 1,166 
tuples/sec | -2.9% | -30.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.495 MB/s | 0.51 MB/s | 0.711 MB/s | -2.9% | 
-30.4% |
   | bs=100 sw=10 sl=64 | p50 | 123,639 us | 114,779 us | 87,509 us | +7.7% | 
+41.3% |
   | bs=100 sw=10 sl=64 | p95 | 142,312 us | 143,338 us | 93,675 us | -0.7% | 
+51.9% |
   | bs=100 sw=10 sl=64 | p99 | 142,312 us | 143,338 us | 102,153 us | -0.7% | 
+39.3% |
   | bs=1000 sw=10 sl=64 | throughput | 921 tuples/sec | 933 tuples/sec | 1,198 
tuples/sec | -1.3% | -23.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.562 MB/s | 0.569 MB/s | 0.731 MB/s | -1.2% 
| -23.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,086,572 us | 1,069,900 us | 859,766 us | 
+1.6% | +26.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,167,912 us | 1,123,190 us | 902,897 us | 
+4.0% | +29.4% |
   | bs=1000 sw=10 sl=64 | p99 | 1,167,912 us | 1,123,190 us | 937,957 us | 
+4.0% | +24.5% |
   
   </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
   0,10,10,64,20,511.65,200,128000,391,0.239,25320.46,31975.42,31975.42
   1,100,10,64,20,2463.79,2000,1280000,812,0.495,123639.10,142312.30,142312.30
   
2,1000,10,64,20,21718.10,20000,12800000,921,0.562,1086572.45,1167911.83,1167911.83
   ```
   
   </details>
   


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