github-actions[bot] commented on PR #8832:
URL: https://github.com/apache/texera/pull/8832#issuecomment-6007654099

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 6 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `b05b620` 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/37156405563)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 357 | 0.218 | 27,757/31,533/31,533 us | 🟢 -16.1% / 
🔴 +151.3% |
   | 🔴 | bs=100 sw=10 sl=64 | 766 | 0.468 | 129,344/152,405/152,405 us | 🔴 
+8.2% / 🔴 +62.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 899 | 0.549 | 1,113,225/1,164,754/1,164,754 us | 
⚪ within ±5% / 🔴 -29.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `b05b620` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 357 tuples/sec | 410 tuples/sec | 962.17 
tuples/sec | -12.9% | -62.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.218 MB/s | 0.25 MB/s | 0.587 MB/s | -12.8% | 
-62.9% |
   | bs=10 sw=10 sl=64 | p50 | 27,757 us | 24,555 us | 11,046 us | +13.0% | 
+151.3% |
   | bs=10 sw=10 sl=64 | p95 | 31,533 us | 37,564 us | 13,484 us | -16.1% | 
+133.9% |
   | bs=10 sw=10 sl=64 | p99 | 31,533 us | 37,564 us | 16,626 us | -16.1% | 
+89.7% |
   | bs=100 sw=10 sl=64 | throughput | 766 tuples/sec | 824 tuples/sec | 1,234 
tuples/sec | -7.0% | -37.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.468 MB/s | 0.503 MB/s | 0.753 MB/s | -7.0% | 
-37.9% |
   | bs=100 sw=10 sl=64 | p50 | 129,344 us | 119,538 us | 87,952 us | +8.2% | 
+47.1% |
   | bs=100 sw=10 sl=64 | p95 | 152,405 us | 146,597 us | 93,929 us | +4.0% | 
+62.3% |
   | bs=100 sw=10 sl=64 | p99 | 152,405 us | 146,597 us | 103,096 us | +4.0% | 
+47.8% |
   | bs=1000 sw=10 sl=64 | throughput | 899 tuples/sec | 907 tuples/sec | 1,272 
tuples/sec | -0.9% | -29.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.549 MB/s | 0.553 MB/s | 0.777 MB/s | -0.7% 
| -29.3% |
   | bs=1000 sw=10 sl=64 | p50 | 1,113,225 us | 1,098,277 us | 862,437 us | 
+1.4% | +29.1% |
   | bs=1000 sw=10 sl=64 | p95 | 1,164,754 us | 1,190,804 us | 904,996 us | 
-2.2% | +28.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,164,754 us | 1,190,804 us | 929,784 us | 
-2.2% | +25.3% |
   
   </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
   0,10,10,64,20,560.50,200,128000,357,0.218,27757.24,31532.57,31532.57
   1,100,10,64,20,2610.26,2000,1280000,766,0.468,129343.79,152404.63,152404.63
   
2,1000,10,64,20,22253.45,20000,12800000,899,0.549,1113225.08,1164753.74,1164753.74
   ```
   
   </details>
   


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