github-actions[bot] commented on PR #7123:
URL: https://github.com/apache/texera/pull/7123#issuecomment-5128071788

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 2 worse · ⚪ 13 noise (<±5%) · 0 without baseline
   
   > Compared against main `8c255b8` 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/30522615233)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 384 | 0.235 | 25,635/33,199/33,199 us | 🔴 -7.9% / 
🔴 +110.5% |
   | ⚪ | bs=100 sw=10 sl=64 | 794 | 0.485 | 126,303/144,400/144,400 us | ⚪ 
within ±5% / 🔴 +34.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 910 | 0.555 | 1,103,780/1,163,424/1,163,424 us | 
⚪ within ±5% / 🔴 +13.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `8c255b8` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 384 tuples/sec | 417 tuples/sec | 786.12 
tuples/sec | -7.9% | -51.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.235 MB/s | 0.255 MB/s | 0.48 MB/s | -7.8% | 
-51.0% |
   | bs=10 sw=10 sl=64 | p50 | 25,635 us | 25,451 us | 12,305 us | +0.7% | 
+108.3% |
   | bs=10 sw=10 sl=64 | p95 | 33,199 us | 32,654 us | 15,774 us | +1.7% | 
+110.5% |
   | bs=10 sw=10 sl=64 | p99 | 33,199 us | 32,654 us | 18,978 us | +1.7% | 
+74.9% |
   | bs=100 sw=10 sl=64 | throughput | 794 tuples/sec | 822 tuples/sec | 999.71 
tuples/sec | -3.4% | -20.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.485 MB/s | 0.502 MB/s | 0.61 MB/s | -3.4% | 
-20.5% |
   | bs=100 sw=10 sl=64 | p50 | 126,303 us | 121,151 us | 100,616 us | +4.3% | 
+25.5% |
   | bs=100 sw=10 sl=64 | p95 | 144,400 us | 142,058 us | 107,356 us | +1.6% | 
+34.5% |
   | bs=100 sw=10 sl=64 | p99 | 144,400 us | 142,058 us | 113,255 us | +1.6% | 
+27.5% |
   | bs=1000 sw=10 sl=64 | throughput | 910 tuples/sec | 929 tuples/sec | 1,031 
tuples/sec | -2.0% | -11.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.555 MB/s | 0.567 MB/s | 0.63 MB/s | -2.1% | 
-11.8% |
   | bs=1000 sw=10 sl=64 | p50 | 1,103,780 us | 1,074,402 us | 980,328 us | 
+2.7% | +12.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,163,424 us | 1,129,813 us | 1,027,528 us | 
+3.0% | +13.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,163,424 us | 1,129,813 us | 1,054,298 us | 
+3.0% | +10.4% |
   
   </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
   0,10,10,64,20,520.33,200,128000,384,0.235,25634.62,33198.85,33198.85
   1,100,10,64,20,2518.70,2000,1280000,794,0.485,126303.09,144400.14,144400.14
   
2,1000,10,64,20,21987.05,20000,12800000,910,0.555,1103779.63,1163423.60,1163423.60
   ```
   
   </details>
   


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