github-actions[bot] commented on PR #7980:
URL: https://github.com/apache/texera/pull/7980#issuecomment-5418068778

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 3 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `f236751` 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/32908490557)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 395 | 0.241 | 24,413/33,860/33,860 us | 🟢 -15.3% / 
🔴 +148.9% |
   | ⚪ | bs=100 sw=10 sl=64 | 820 | 0.501 | 119,206/148,325/148,325 us | ⚪ 
within ±5% / 🔴 +61.9% |
   | ⚪ | bs=1000 sw=10 sl=64 | 924 | 0.564 | 1,085,338/1,129,817/1,129,817 us | 
⚪ within ±5% / 🔴 +29.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `f236751` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 395 tuples/sec | 422 tuples/sec | 908.02 
tuples/sec | -6.4% | -56.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.241 MB/s | 0.258 MB/s | 0.554 MB/s | -6.6% | 
-56.5% |
   | bs=10 sw=10 sl=64 | p50 | 24,413 us | 22,073 us | 10,907 us | +10.6% | 
+123.8% |
   | bs=10 sw=10 sl=64 | p95 | 33,860 us | 39,993 us | 13,604 us | -15.3% | 
+148.9% |
   | bs=10 sw=10 sl=64 | p99 | 33,860 us | 39,993 us | 16,697 us | -15.3% | 
+102.8% |
   | bs=100 sw=10 sl=64 | throughput | 820 tuples/sec | 858 tuples/sec | 1,188 
tuples/sec | -4.4% | -31.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.501 MB/s | 0.523 MB/s | 0.725 MB/s | -4.2% | 
-30.9% |
   | bs=100 sw=10 sl=64 | p50 | 119,206 us | 114,255 us | 85,003 us | +4.3% | 
+40.2% |
   | bs=100 sw=10 sl=64 | p95 | 148,325 us | 146,334 us | 91,599 us | +1.4% | 
+61.9% |
   | bs=100 sw=10 sl=64 | p99 | 148,325 us | 146,334 us | 99,202 us | +1.4% | 
+49.5% |
   | bs=1000 sw=10 sl=64 | throughput | 924 tuples/sec | 943 tuples/sec | 1,221 
tuples/sec | -2.0% | -24.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.564 MB/s | 0.576 MB/s | 0.745 MB/s | -2.1% 
| -24.3% |
   | bs=1000 sw=10 sl=64 | p50 | 1,085,338 us | 1,069,081 us | 837,593 us | 
+1.5% | +29.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,129,817 us | 1,105,273 us | 881,015 us | 
+2.2% | +28.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,129,817 us | 1,105,273 us | 915,550 us | 
+2.2% | +23.4% |
   
   </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
   0,10,10,64,20,506.84,200,128000,395,0.241,24412.61,33860.20,33860.20
   1,100,10,64,20,2438.02,2000,1280000,820,0.501,119206.05,148324.51,148324.51
   
2,1000,10,64,20,21640.14,20000,12800000,924,0.564,1085337.50,1129816.81,1129816.81
   ```
   
   </details>
   


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