github-actions[bot] commented on PR #8035:
URL: https://github.com/apache/texera/pull/8035#issuecomment-5434734971

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 4 better · 🔴 0 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `97e3585` 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/33042012256)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 596 | 0.364 | 16,353/20,842/20,842 us | 🟢 -25.2% / 
🔴 +50.6% |
   | 🟢 | bs=100 sw=10 sl=64 | 1,168 | 0.713 | 82,501/114,693/114,693 us | 🟢 
-6.7% / 🔴 +22.4% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,428 | 0.872 | 698,561/739,776/739,776 us | ⚪ 
within ±5% / 🟢 -21.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `97e3585` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 596 tuples/sec | 572 tuples/sec | 894.86 
tuples/sec | +4.2% | -33.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.364 MB/s | 0.349 MB/s | 0.546 MB/s | +4.3% | 
-33.4% |
   | bs=10 sw=10 sl=64 | p50 | 16,353 us | 16,349 us | 11,139 us | +0.0% | 
+46.8% |
   | bs=10 sw=10 sl=64 | p95 | 20,842 us | 27,879 us | 13,843 us | -25.2% | 
+50.6% |
   | bs=10 sw=10 sl=64 | p99 | 20,842 us | 27,879 us | 16,839 us | -25.2% | 
+23.8% |
   | bs=100 sw=10 sl=64 | throughput | 1,168 tuples/sec | 1,123 tuples/sec | 
1,166 tuples/sec | +4.0% | +0.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.713 MB/s | 0.686 MB/s | 0.711 MB/s | +3.9% | 
+0.2% |
   | bs=100 sw=10 sl=64 | p50 | 82,501 us | 83,988 us | 87,509 us | -1.8% | 
-5.7% |
   | bs=100 sw=10 sl=64 | p95 | 114,693 us | 122,984 us | 93,675 us | -6.7% | 
+22.4% |
   | bs=100 sw=10 sl=64 | p99 | 114,693 us | 122,984 us | 102,153 us | -6.7% | 
+12.3% |
   | bs=1000 sw=10 sl=64 | throughput | 1,428 tuples/sec | 1,404 tuples/sec | 
1,198 tuples/sec | +1.7% | +19.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.872 MB/s | 0.857 MB/s | 0.731 MB/s | +1.8% 
| +19.2% |
   | bs=1000 sw=10 sl=64 | p50 | 698,561 us | 716,187 us | 859,766 us | -2.5% | 
-18.7% |
   | bs=1000 sw=10 sl=64 | p95 | 739,776 us | 775,973 us | 902,897 us | -4.7% | 
-18.1% |
   | bs=1000 sw=10 sl=64 | p99 | 739,776 us | 775,973 us | 937,957 us | -4.7% | 
-21.1% |
   
   </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
   0,10,10,64,20,335.65,200,128000,596,0.364,16353.27,20841.91,20841.91
   1,100,10,64,20,1712.61,2000,1280000,1168,0.713,82501.04,114692.88,114692.88
   
2,1000,10,64,20,14004.26,20000,12800000,1428,0.872,698561.07,739775.69,739775.69
   ```
   
   </details>
   


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