github-actions[bot] commented on PR #7243:
URL: https://github.com/apache/texera/pull/7243#issuecomment-5152659705

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 6 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `33cc5d1` 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/30711197153)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 648 | 0.396 | 15,487/18,990/18,990 us | 🟢 -15.8% / 
🔴 +24.2% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,192 | 0.728 | 82,819/107,204/107,204 us | 🔴 
+21.6% / 🟢 +19.6% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,509 | 0.921 | 665,845/730,229/730,229 us | 🔴 
+6.2% / 🟢 +47.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `33cc5d1` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 648 tuples/sec | 627 tuples/sec | 782.98 
tuples/sec | +3.3% | -17.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.396 MB/s | 0.383 MB/s | 0.478 MB/s | +3.4% | 
-17.1% |
   | bs=10 sw=10 sl=64 | p50 | 15,487 us | 15,900 us | 12,467 us | -2.6% | 
+24.2% |
   | bs=10 sw=10 sl=64 | p95 | 18,990 us | 22,553 us | 15,695 us | -15.8% | 
+21.0% |
   | bs=10 sw=10 sl=64 | p99 | 18,990 us | 22,553 us | 18,950 us | -15.8% | 
+0.2% |
   | bs=100 sw=10 sl=64 | throughput | 1,192 tuples/sec | 1,384 tuples/sec | 
996.92 tuples/sec | -13.9% | +19.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.728 MB/s | 0.844 MB/s | 0.608 MB/s | -13.7% 
| +19.6% |
   | bs=100 sw=10 sl=64 | p50 | 82,819 us | 71,384 us | 100,899 us | +16.0% | 
-17.9% |
   | bs=100 sw=10 sl=64 | p95 | 107,204 us | 88,139 us | 107,385 us | +21.6% | 
-0.2% |
   | bs=100 sw=10 sl=64 | p99 | 107,204 us | 88,139 us | 115,226 us | +21.6% | 
-7.0% |
   | bs=1000 sw=10 sl=64 | throughput | 1,509 tuples/sec | 1,588 tuples/sec | 
1,024 tuples/sec | -5.0% | +47.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.921 MB/s | 0.969 MB/s | 0.625 MB/s | -5.0% 
| +47.4% |
   | bs=1000 sw=10 sl=64 | p50 | 665,845 us | 627,160 us | 989,300 us | +6.2% | 
-32.7% |
   | bs=1000 sw=10 sl=64 | p95 | 730,229 us | 697,069 us | 1,031,689 us | +4.8% 
| -29.2% |
   | bs=1000 sw=10 sl=64 | p99 | 730,229 us | 697,069 us | 1,058,394 us | +4.8% 
| -31.0% |
   
   </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
   0,10,10,64,20,308.57,200,128000,648,0.396,15487.04,18989.69,18989.69
   1,100,10,64,20,1677.48,2000,1280000,1192,0.728,82819.19,107204.45,107204.45
   
2,1000,10,64,20,13250.38,20000,12800000,1509,0.921,665844.80,730229.45,730229.45
   ```
   
   </details>
   


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