github-actions[bot] commented on PR #5912:
URL: https://github.com/apache/texera/pull/5912#issuecomment-4783433696

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `6433e71` 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/28056468879)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 433 | 0.264 | 21,761/33,070/33,070 us | 🔴 +49.3% / 
🟢 -8.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,003 | 0.612 | 98,050/141,549/141,549 us | 🔴 
+22.3% / 🟢 -12.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,195 | 0.729 | 835,310/868,328/868,328 us | ⚪ 
within ±5% / 🟢 -15.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `6433e71` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 433 tuples/sec | 530 tuples/sec | 410.82 
tuples/sec | -18.3% | +5.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.264 MB/s | 0.323 MB/s | 0.251 MB/s | -18.3% | 
+5.3% |
   | bs=10 sw=10 sl=64 | p50 | 21,761 us | 18,926 us | 23,785 us | +15.0% | 
-8.5% |
   | bs=10 sw=10 sl=64 | p95 | 33,070 us | 22,143 us | 34,980 us | +49.3% | 
-5.5% |
   | bs=10 sw=10 sl=64 | p99 | 33,070 us | 22,143 us | 34,980 us | +49.3% | 
-5.5% |
   | bs=100 sw=10 sl=64 | throughput | 1,003 tuples/sec | 1,015 tuples/sec | 
891.94 tuples/sec | -1.2% | +12.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.612 MB/s | 0.619 MB/s | 0.544 MB/s | -1.1% | 
+12.4% |
   | bs=100 sw=10 sl=64 | p50 | 98,050 us | 97,415 us | 112,277 us | +0.7% | 
-12.7% |
   | bs=100 sw=10 sl=64 | p95 | 141,549 us | 115,724 us | 139,802 us | +22.3% | 
+1.2% |
   | bs=100 sw=10 sl=64 | p99 | 141,549 us | 115,724 us | 139,802 us | +22.3% | 
+1.2% |
   | bs=1000 sw=10 sl=64 | throughput | 1,195 tuples/sec | 1,197 tuples/sec | 
1,041 tuples/sec | -0.2% | +14.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.729 MB/s | 0.731 MB/s | 0.635 MB/s | -0.3% 
| +14.7% |
   | bs=1000 sw=10 sl=64 | p50 | 835,310 us | 837,074 us | 972,714 us | -0.2% | 
-14.1% |
   | bs=1000 sw=10 sl=64 | p95 | 868,328 us | 866,103 us | 1,023,057 us | +0.3% 
| -15.1% |
   | bs=1000 sw=10 sl=64 | p99 | 868,328 us | 866,103 us | 1,023,057 us | +0.3% 
| -15.1% |
   
   </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
   0,10,10,64,20,461.58,200,128000,433,0.264,21760.71,33069.54,33069.54
   1,100,10,64,20,1993.54,2000,1280000,1003,0.612,98050.21,141548.94,141548.94
   
2,1000,10,64,20,16735.01,20000,12800000,1195,0.729,835309.79,868328.19,868328.19
   ```
   
   </details>
   


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