github-actions[bot] commented on PR #7441:
URL: https://github.com/apache/texera/pull/7441#issuecomment-5230998198

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 10 worse · ⚪ 5 noise (<±5%) · 0 without baseline
   
   > Compared against main `fb1a5c4` 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/31307820907)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 371 | 0.226 | 26,088/36,002/36,002 us | 🔴 -9.6% / 
🔴 +123.4% |
   | 🔴 | bs=100 sw=10 sl=64 | 766 | 0.467 | 127,082/156,554/156,554 us | 🔴 
+16.4% / 🔴 +40.8% |
   | 🔴 | bs=1000 sw=10 sl=64 | 886 | 0.541 | 1,115,404/1,469,758/1,469,758 us | 
🔴 +28.1% / 🔴 +38.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `fb1a5c4` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 371 tuples/sec | 409 tuples/sec | 752.25 
tuples/sec | -9.3% | -50.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.226 MB/s | 0.25 MB/s | 0.459 MB/s | -9.6% | 
-50.8% |
   | bs=10 sw=10 sl=64 | p50 | 26,088 us | 24,164 us | 13,006 us | +8.0% | 
+100.6% |
   | bs=10 sw=10 sl=64 | p95 | 36,002 us | 34,726 us | 16,117 us | +3.7% | 
+123.4% |
   | bs=10 sw=10 sl=64 | p99 | 36,002 us | 34,726 us | 19,286 us | +3.7% | 
+86.7% |
   | bs=100 sw=10 sl=64 | throughput | 766 tuples/sec | 819 tuples/sec | 953.66 
tuples/sec | -6.5% | -19.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.467 MB/s | 0.5 MB/s | 0.582 MB/s | -6.6% | 
-19.8% |
   | bs=100 sw=10 sl=64 | p50 | 127,082 us | 120,097 us | 105,130 us | +5.8% | 
+20.9% |
   | bs=100 sw=10 sl=64 | p95 | 156,554 us | 134,496 us | 111,226 us | +16.4% | 
+40.8% |
   | bs=100 sw=10 sl=64 | p99 | 156,554 us | 134,496 us | 121,065 us | +16.4% | 
+29.3% |
   | bs=1000 sw=10 sl=64 | throughput | 886 tuples/sec | 905 tuples/sec | 
984.25 tuples/sec | -2.1% | -10.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.541 MB/s | 0.553 MB/s | 0.601 MB/s | -2.2% 
| -9.9% |
   | bs=1000 sw=10 sl=64 | p50 | 1,115,404 us | 1,106,398 us | 1,024,295 us | 
+0.8% | +8.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,469,758 us | 1,146,930 us | 1,062,710 us | 
+28.1% | +38.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,469,758 us | 1,146,930 us | 1,095,400 us | 
+28.1% | +34.2% |
   
   </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
   0,10,10,64,20,539.37,200,128000,371,0.226,26087.85,36002.31,36002.31
   1,100,10,64,20,2612.65,2000,1280000,766,0.467,127081.80,156553.73,156553.73
   
2,1000,10,64,20,22567.33,20000,12800000,886,0.541,1115403.63,1469757.72,1469757.72
   ```
   
   </details>
   


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