github-actions[bot] commented on PR #8248:
URL: https://github.com/apache/texera/pull/8248#issuecomment-5474049680

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 1 better · 🔴 7 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `50321e4` 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/33359515570)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 391 | 0.239 | 23,284/38,399/38,399 us | 🟢 -12.8% / 
🔴 +159.7% |
   | 🔴 | bs=100 sw=10 sl=64 | 802 | 0.49 | 122,397/179,638/179,638 us | 🔴 
+22.0% / 🔴 +78.0% |
   | ⚪ | bs=1000 sw=10 sl=64 | 951 | 0.58 | 1,054,748/1,114,571/1,114,571 us | 
⚪ within ±5% / 🔴 +15.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `50321e4` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 391 tuples/sec | 389 tuples/sec | 844.57 
tuples/sec | +0.5% | -53.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.239 MB/s | 0.237 MB/s | 0.515 MB/s | +0.8% | 
-53.6% |
   | bs=10 sw=10 sl=64 | p50 | 23,284 us | 26,716 us | 11,837 us | -12.8% | 
+96.7% |
   | bs=10 sw=10 sl=64 | p95 | 38,399 us | 34,895 us | 14,788 us | +10.0% | 
+159.7% |
   | bs=10 sw=10 sl=64 | p99 | 38,399 us | 34,895 us | 17,651 us | +10.0% | 
+117.5% |
   | bs=100 sw=10 sl=64 | throughput | 802 tuples/sec | 847 tuples/sec | 1,084 
tuples/sec | -5.3% | -26.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.49 MB/s | 0.517 MB/s | 0.662 MB/s | -5.2% | 
-25.9% |
   | bs=100 sw=10 sl=64 | p50 | 122,397 us | 116,310 us | 94,505 us | +5.2% | 
+29.5% |
   | bs=100 sw=10 sl=64 | p95 | 179,638 us | 147,272 us | 100,941 us | +22.0% | 
+78.0% |
   | bs=100 sw=10 sl=64 | p99 | 179,638 us | 147,272 us | 108,642 us | +22.0% | 
+65.3% |
   | bs=1000 sw=10 sl=64 | throughput | 951 tuples/sec | 952 tuples/sec | 1,119 
tuples/sec | -0.1% | -15.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.58 MB/s | 0.581 MB/s | 0.683 MB/s | -0.2% | 
-15.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,054,748 us | 1,045,088 us | 924,404 us | 
+0.9% | +14.1% |
   | bs=1000 sw=10 sl=64 | p95 | 1,114,571 us | 1,092,227 us | 967,785 us | 
+2.0% | +15.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,114,571 us | 1,092,227 us | 995,630 us | 
+2.0% | +11.9% |
   
   </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
   0,10,10,64,20,511.14,200,128000,391,0.239,23283.80,38399.16,38399.16
   1,100,10,64,20,2492.85,2000,1280000,802,0.490,122396.65,179638.49,179638.49
   
2,1000,10,64,20,21028.72,20000,12800000,951,0.580,1054747.69,1114570.79,1114570.79
   ```
   
   </details>
   


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