github-actions[bot] commented on PR #7025:
URL: https://github.com/apache/texera/pull/7025#issuecomment-5115576138

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 6 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `a61702f` 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/30429573787)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 390 | 0.238 | 23,670/39,423/39,423 us | 🔴 +14.3% / 
🔴 +149.5% |
   | 🟢 | bs=100 sw=10 sl=64 | 792 | 0.483 | 124,165/150,169/150,169 us | 🟢 
-7.5% / 🔴 +39.9% |
   | 🔴 | bs=1000 sw=10 sl=64 | 919 | 0.561 | 1,085,101/1,166,741/1,166,741 us | 
🔴 +5.8% / 🔴 +13.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `a61702f` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 390 tuples/sec | 428 tuples/sec | 787.55 
tuples/sec | -8.9% | -50.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.238 MB/s | 0.261 MB/s | 0.481 MB/s | -8.8% | 
-50.5% |
   | bs=10 sw=10 sl=64 | p50 | 23,670 us | 22,743 us | 12,255 us | +4.1% | 
+93.1% |
   | bs=10 sw=10 sl=64 | p95 | 39,423 us | 34,497 us | 15,802 us | +14.3% | 
+149.5% |
   | bs=10 sw=10 sl=64 | p99 | 39,423 us | 34,497 us | 19,008 us | +14.3% | 
+107.4% |
   | bs=100 sw=10 sl=64 | throughput | 792 tuples/sec | 811 tuples/sec | 997.81 
tuples/sec | -2.3% | -20.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.483 MB/s | 0.495 MB/s | 0.609 MB/s | -2.4% | 
-20.7% |
   | bs=100 sw=10 sl=64 | p50 | 124,165 us | 118,622 us | 100,690 us | +4.7% | 
+23.3% |
   | bs=100 sw=10 sl=64 | p95 | 150,169 us | 162,357 us | 107,316 us | -7.5% | 
+39.9% |
   | bs=100 sw=10 sl=64 | p99 | 150,169 us | 162,357 us | 113,823 us | -7.5% | 
+31.9% |
   | bs=1000 sw=10 sl=64 | throughput | 919 tuples/sec | 938 tuples/sec | 1,030 
tuples/sec | -2.0% | -10.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.561 MB/s | 0.572 MB/s | 0.629 MB/s | -1.9% 
| -10.8% |
   | bs=1000 sw=10 sl=64 | p50 | 1,085,101 us | 1,063,723 us | 981,213 us | 
+2.0% | +10.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,166,741 us | 1,102,312 us | 1,027,605 us | 
+5.8% | +13.5% |
   | bs=1000 sw=10 sl=64 | p99 | 1,166,741 us | 1,102,312 us | 1,055,466 us | 
+5.8% | +10.5% |
   
   </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
   0,10,10,64,20,512.53,200,128000,390,0.238,23669.63,39423.39,39423.39
   1,100,10,64,20,2525.76,2000,1280000,792,0.483,124165.18,150169.07,150169.07
   
2,1000,10,64,20,21768.11,20000,12800000,919,0.561,1085100.67,1166741.19,1166741.19
   ```
   
   </details>
   


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