github-actions[bot] commented on PR #7875:
URL: https://github.com/apache/texera/pull/7875#issuecomment-5384452876

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 3 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `21be7ac` 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/32620692376)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 396 | 0.242 | 25,269/29,691/29,691 us | 🔴 +24.2% / 
🔴 +113.0% |
   | 🟢 | bs=100 sw=10 sl=64 | 836 | 0.51 | 118,477/144,404/144,404 us | 🟢 -9.5% 
/ 🔴 +45.1% |
   | ⚪ | bs=1000 sw=10 sl=64 | 968 | 0.591 | 1,031,019/1,135,133/1,135,133 us | 
⚪ within ±5% / 🔴 +19.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `21be7ac` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 396 tuples/sec | 443 tuples/sec | 833.79 
tuples/sec | -10.6% | -52.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.242 MB/s | 0.271 MB/s | 0.509 MB/s | -10.7% | 
-52.4% |
   | bs=10 sw=10 sl=64 | p50 | 25,269 us | 20,343 us | 11,864 us | +24.2% | 
+113.0% |
   | bs=10 sw=10 sl=64 | p95 | 29,691 us | 36,696 us | 14,381 us | -19.1% | 
+106.5% |
   | bs=10 sw=10 sl=64 | p99 | 29,691 us | 36,696 us | 18,035 us | -19.1% | 
+64.6% |
   | bs=100 sw=10 sl=64 | throughput | 836 tuples/sec | 851 tuples/sec | 1,083 
tuples/sec | -1.8% | -22.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.51 MB/s | 0.52 MB/s | 0.661 MB/s | -1.9% | 
-22.9% |
   | bs=100 sw=10 sl=64 | p50 | 118,477 us | 113,625 us | 93,077 us | +4.3% | 
+27.3% |
   | bs=100 sw=10 sl=64 | p95 | 144,404 us | 159,527 us | 99,553 us | -9.5% | 
+45.1% |
   | bs=100 sw=10 sl=64 | p99 | 144,404 us | 159,527 us | 108,604 us | -9.5% | 
+33.0% |
   | bs=1000 sw=10 sl=64 | throughput | 968 tuples/sec | 960 tuples/sec | 1,119 
tuples/sec | +0.8% | -13.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.591 MB/s | 0.586 MB/s | 0.683 MB/s | +0.9% 
| -13.4% |
   | bs=1000 sw=10 sl=64 | p50 | 1,031,019 us | 1,037,750 us | 909,247 us | 
-0.6% | +13.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,135,133 us | 1,124,616 us | 952,561 us | 
+0.9% | +19.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,135,133 us | 1,124,616 us | 985,186 us | 
+0.9% | +15.2% |
   
   </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
   0,10,10,64,20,504.78,200,128000,396,0.242,25268.98,29690.80,29690.80
   1,100,10,64,20,2391.23,2000,1280000,836,0.510,118477.40,144403.57,144403.57
   
2,1000,10,64,20,20657.13,20000,12800000,968,0.591,1031019.16,1135132.76,1135132.76
   ```
   
   </details>
   


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