github-actions[bot] commented on PR #7932:
URL: https://github.com/apache/texera/pull/7932#issuecomment-5399982213

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 5 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `6b8027e` 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/32765482469)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 586 | 0.357 | 16,301/24,717/24,717 us | 🔴 +16.3% / 
🔴 +75.7% |
   | 🟢 | bs=100 sw=10 sl=64 | 1,297 | 0.792 | 75,078/92,339/92,339 us | 🟢 -5.2% 
/ 🟢 -16.5% |
   | 🟢 | bs=1000 sw=10 sl=64 | 1,551 | 0.947 | 650,418/699,415/699,415 us | 🟢 
-5.2% / 🟢 +34.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `6b8027e` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 586 tuples/sec | 642 tuples/sec | 863.81 
tuples/sec | -8.7% | -32.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.357 MB/s | 0.392 MB/s | 0.527 MB/s | -8.9% | 
-32.3% |
   | bs=10 sw=10 sl=64 | p50 | 16,301 us | 14,919 us | 11,488 us | +9.3% | 
+41.9% |
   | bs=10 sw=10 sl=64 | p95 | 24,717 us | 21,247 us | 14,067 us | +16.3% | 
+75.7% |
   | bs=10 sw=10 sl=64 | p99 | 24,717 us | 21,247 us | 17,591 us | +16.3% | 
+40.5% |
   | bs=100 sw=10 sl=64 | throughput | 1,297 tuples/sec | 1,327 tuples/sec | 
1,127 tuples/sec | -2.3% | +15.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.792 MB/s | 0.81 MB/s | 0.688 MB/s | -2.2% | 
+15.1% |
   | bs=100 sw=10 sl=64 | p50 | 75,078 us | 74,014 us | 89,893 us | +1.4% | 
-16.5% |
   | bs=100 sw=10 sl=64 | p95 | 92,339 us | 97,374 us | 96,506 us | -5.2% | 
-4.3% |
   | bs=100 sw=10 sl=64 | p99 | 92,339 us | 97,374 us | 104,915 us | -5.2% | 
-12.0% |
   | bs=1000 sw=10 sl=64 | throughput | 1,551 tuples/sec | 1,517 tuples/sec | 
1,156 tuples/sec | +2.2% | +34.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.947 MB/s | 0.926 MB/s | 0.705 MB/s | +2.3% 
| +34.3% |
   | bs=1000 sw=10 sl=64 | p50 | 650,418 us | 662,275 us | 886,448 us | -1.8% | 
-26.6% |
   | bs=1000 sw=10 sl=64 | p95 | 699,415 us | 737,537 us | 930,093 us | -5.2% | 
-24.8% |
   | bs=1000 sw=10 sl=64 | p99 | 699,415 us | 737,537 us | 963,104 us | -5.2% | 
-27.4% |
   
   </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
   0,10,10,64,20,341.47,200,128000,586,0.357,16301.18,24717.43,24717.43
   1,100,10,64,20,1541.60,2000,1280000,1297,0.792,75077.86,92338.54,92338.54
   
2,1000,10,64,20,12891.61,20000,12800000,1551,0.947,650418.38,699414.54,699414.54
   ```
   
   </details>
   


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