github-actions[bot] commented on PR #8764:
URL: https://github.com/apache/texera/pull/8764#issuecomment-5899769915

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 4 better · 🔴 0 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `acc6dd1` 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/36636021070)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 747 | 0.456 | 13,452/17,049/17,049 us | 🟢 -30.5% / 
🔴 -8.8% |
   | 🟢 | bs=100 sw=10 sl=64 | 1,610 | 0.983 | 60,415/77,982/77,982 us | 🟢 
-19.6% / 🟢 +52.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,952 | 1.191 | 507,762/568,919/568,919 us | ⚪ 
within ±5% / 🟢 +79.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `acc6dd1` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 747 tuples/sec | 729 tuples/sec | 818.88 
tuples/sec | +2.5% | -8.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.456 MB/s | 0.445 MB/s | 0.5 MB/s | +2.5% | 
-8.8% |
   | bs=10 sw=10 sl=64 | p50 | 13,452 us | 13,509 us | 12,388 us | -0.4% | 
+8.6% |
   | bs=10 sw=10 sl=64 | p95 | 17,049 us | 24,540 us | 15,825 us | -30.5% | 
+7.7% |
   | bs=10 sw=10 sl=64 | p99 | 17,049 us | 24,540 us | 18,692 us | -30.5% | 
-8.8% |
   | bs=100 sw=10 sl=64 | throughput | 1,610 tuples/sec | 1,588 tuples/sec | 
1,058 tuples/sec | +1.4% | +52.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.983 MB/s | 0.969 MB/s | 0.646 MB/s | +1.4% | 
+52.3% |
   | bs=100 sw=10 sl=64 | p50 | 60,415 us | 60,439 us | 99,191 us | -0.0% | 
-39.1% |
   | bs=100 sw=10 sl=64 | p95 | 77,982 us | 97,042 us | 106,139 us | -19.6% | 
-26.5% |
   | bs=100 sw=10 sl=64 | p99 | 77,982 us | 97,042 us | 116,669 us | -19.6% | 
-33.2% |
   | bs=1000 sw=10 sl=64 | throughput | 1,952 tuples/sec | 1,934 tuples/sec | 
1,087 tuples/sec | +0.9% | +79.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 1.191 MB/s | 1.18 MB/s | 0.664 MB/s | +0.9% | 
+79.4% |
   | bs=1000 sw=10 sl=64 | p50 | 507,762 us | 513,972 us | 971,064 us | -1.2% | 
-47.7% |
   | bs=1000 sw=10 sl=64 | p95 | 568,919 us | 574,832 us | 1,013,362 us | -1.0% 
| -43.9% |
   | bs=1000 sw=10 sl=64 | p99 | 568,919 us | 574,832 us | 1,040,298 us | -1.0% 
| -45.3% |
   
   </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
   0,10,10,64,20,267.83,200,128000,747,0.456,13451.96,17049.00,17049.00
   1,100,10,64,20,1242.36,2000,1280000,1610,0.983,60415.47,77982.15,77982.15
   
2,1000,10,64,20,10246.70,20000,12800000,1952,1.191,507761.98,568918.72,568918.72
   ```
   
   </details>
   


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