github-actions[bot] commented on PR #8500:
URL: https://github.com/apache/texera/pull/8500#issuecomment-5628691647

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 4 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `8391653` 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/34555352108)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 364 | 0.222 | 26,373/34,696/34,696 us | 🔴 -8.6% / 
🔴 +115.1% |
   | 🔴 | bs=100 sw=10 sl=64 | 791 | 0.483 | 122,709/148,283/148,283 us | 🔴 
+8.6% / 🔴 +36.4% |
   | ⚪ | bs=1000 sw=10 sl=64 | 905 | 0.552 | 1,099,227/1,196,169/1,196,169 us | 
⚪ within ±5% / 🔴 +15.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `8391653` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 364 tuples/sec | 398 tuples/sec | 755.28 
tuples/sec | -8.5% | -51.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.222 MB/s | 0.243 MB/s | 0.461 MB/s | -8.6% | 
-51.8% |
   | bs=10 sw=10 sl=64 | p50 | 26,373 us | 25,152 us | 12,957 us | +4.9% | 
+103.5% |
   | bs=10 sw=10 sl=64 | p95 | 34,696 us | 36,626 us | 16,134 us | -5.3% | 
+115.1% |
   | bs=10 sw=10 sl=64 | p99 | 34,696 us | 36,626 us | 20,333 us | -5.3% | 
+70.6% |
   | bs=100 sw=10 sl=64 | throughput | 791 tuples/sec | 824 tuples/sec | 980.1 
tuples/sec | -4.0% | -19.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.483 MB/s | 0.503 MB/s | 0.598 MB/s | -4.0% | 
-19.3% |
   | bs=100 sw=10 sl=64 | p50 | 122,709 us | 121,899 us | 101,894 us | +0.7% | 
+20.4% |
   | bs=100 sw=10 sl=64 | p95 | 148,283 us | 136,538 us | 108,718 us | +8.6% | 
+36.4% |
   | bs=100 sw=10 sl=64 | p99 | 148,283 us | 136,538 us | 122,482 us | +8.6% | 
+21.1% |
   | bs=1000 sw=10 sl=64 | throughput | 905 tuples/sec | 903 tuples/sec | 1,011 
tuples/sec | +0.2% | -10.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.552 MB/s | 0.551 MB/s | 0.617 MB/s | +0.2% 
| -10.6% |
   | bs=1000 sw=10 sl=64 | p50 | 1,099,227 us | 1,101,175 us | 996,422 us | 
-0.2% | +10.3% |
   | bs=1000 sw=10 sl=64 | p95 | 1,196,169 us | 1,195,549 us | 1,037,670 us | 
+0.1% | +15.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,196,169 us | 1,195,549 us | 1,072,152 us | 
+0.1% | +11.6% |
   
   </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
   0,10,10,64,20,549.44,200,128000,364,0.222,26373.04,34695.62,34695.62
   1,100,10,64,20,2528.18,2000,1280000,791,0.483,122709.39,148282.64,148282.64
   
2,1000,10,64,20,22103.30,20000,12800000,905,0.552,1099227.17,1196168.63,1196168.63
   ```
   
   </details>
   


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