github-actions[bot] commented on PR #8617:
URL: https://github.com/apache/texera/pull/8617#issuecomment-5753792755

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 6 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `c16e152` 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/35546804548)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 386 | 0.236 | 25,138/35,377/35,377 us | 🔴 -8.3% / 
🔴 +123.9% |
   | 🔴 | bs=100 sw=10 sl=64 | 794 | 0.485 | 125,219/140,781/140,781 us | 🟢 
-9.2% / 🔴 +29.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 934 | 0.57 | 1,068,197/1,126,469/1,126,469 us | 
⚪ within ±5% / 🔴 -8.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `c16e152` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 386 tuples/sec | 421 tuples/sec | 767.43 
tuples/sec | -8.3% | -49.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.236 MB/s | 0.257 MB/s | 0.468 MB/s | -8.2% | 
-49.6% |
   | bs=10 sw=10 sl=64 | p50 | 25,138 us | 23,489 us | 12,880 us | +7.0% | 
+95.2% |
   | bs=10 sw=10 sl=64 | p95 | 35,377 us | 33,221 us | 15,801 us | +6.5% | 
+123.9% |
   | bs=10 sw=10 sl=64 | p99 | 35,377 us | 33,221 us | 19,767 us | +6.5% | 
+79.0% |
   | bs=100 sw=10 sl=64 | throughput | 794 tuples/sec | 811 tuples/sec | 988.73 
tuples/sec | -2.1% | -19.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.485 MB/s | 0.495 MB/s | 0.603 MB/s | -2.0% | 
-19.6% |
   | bs=100 sw=10 sl=64 | p50 | 125,219 us | 118,388 us | 102,684 us | +5.8% | 
+21.9% |
   | bs=100 sw=10 sl=64 | p95 | 140,781 us | 155,078 us | 108,712 us | -9.2% | 
+29.5% |
   | bs=100 sw=10 sl=64 | p99 | 140,781 us | 155,078 us | 118,731 us | -9.2% | 
+18.6% |
   | bs=1000 sw=10 sl=64 | throughput | 934 tuples/sec | 927 tuples/sec | 1,022 
tuples/sec | +0.8% | -8.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.57 MB/s | 0.566 MB/s | 0.624 MB/s | +0.7% | 
-8.6% |
   | bs=1000 sw=10 sl=64 | p50 | 1,068,197 us | 1,073,014 us | 999,086 us | 
-0.4% | +6.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,126,469 us | 1,128,221 us | 1,037,033 us | 
-0.2% | +8.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,126,469 us | 1,128,221 us | 1,066,123 us | 
-0.2% | +5.7% |
   
   </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
   0,10,10,64,20,517.73,200,128000,386,0.236,25138.29,35377.46,35377.46
   1,100,10,64,20,2518.92,2000,1280000,794,0.485,125219.13,140781.32,140781.32
   
2,1000,10,64,20,21402.81,20000,12800000,934,0.570,1068196.94,1126468.69,1126468.69
   ```
   
   </details>
   


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