github-actions[bot] commented on PR #7930:
URL: https://github.com/apache/texera/pull/7930#issuecomment-5399791129

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 10 worse · ⚪ 3 noise (<±5%) · 0 without baseline
   
   > Compared against main `6b8027e` 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/32763729679)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 379 | 0.232 | 25,654/31,896/31,896 us | 🟢 -18.3% / 
🔴 +126.7% |
   | 🔴 | bs=100 sw=10 sl=64 | 812 | 0.495 | 120,378/173,415/173,415 us | 🔴 
+30.8% / 🔴 +79.7% |
   | 🔴 | bs=1000 sw=10 sl=64 | 949 | 0.579 | 1,049,798/1,145,894/1,145,894 us | 
🔴 +7.1% / 🔴 +23.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `6b8027e` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 379 tuples/sec | 426 tuples/sec | 863.81 
tuples/sec | -11.0% | -56.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.232 MB/s | 0.26 MB/s | 0.527 MB/s | -10.8% | 
-56.0% |
   | bs=10 sw=10 sl=64 | p50 | 25,654 us | 24,280 us | 11,488 us | +5.7% | 
+123.3% |
   | bs=10 sw=10 sl=64 | p95 | 31,896 us | 39,024 us | 14,067 us | -18.3% | 
+126.7% |
   | bs=10 sw=10 sl=64 | p99 | 31,896 us | 39,024 us | 17,591 us | -18.3% | 
+81.3% |
   | bs=100 sw=10 sl=64 | throughput | 812 tuples/sec | 872 tuples/sec | 1,127 
tuples/sec | -6.9% | -28.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.495 MB/s | 0.532 MB/s | 0.688 MB/s | -7.0% | 
-28.0% |
   | bs=100 sw=10 sl=64 | p50 | 120,378 us | 112,990 us | 89,893 us | +6.5% | 
+33.9% |
   | bs=100 sw=10 sl=64 | p95 | 173,415 us | 132,622 us | 96,506 us | +30.8% | 
+79.7% |
   | bs=100 sw=10 sl=64 | p99 | 173,415 us | 132,622 us | 104,915 us | +30.8% | 
+65.3% |
   | bs=1000 sw=10 sl=64 | throughput | 949 tuples/sec | 971 tuples/sec | 1,156 
tuples/sec | -2.3% | -17.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.579 MB/s | 0.593 MB/s | 0.705 MB/s | -2.4% 
| -17.9% |
   | bs=1000 sw=10 sl=64 | p50 | 1,049,798 us | 1,029,243 us | 886,448 us | 
+2.0% | +18.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,145,894 us | 1,069,625 us | 930,093 us | 
+7.1% | +23.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,145,894 us | 1,069,625 us | 963,104 us | 
+7.1% | +19.0% |
   
   </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
   0,10,10,64,20,527.06,200,128000,379,0.232,25653.92,31895.84,31895.84
   1,100,10,64,20,2464.37,2000,1280000,812,0.495,120377.66,173415.30,173415.30
   
2,1000,10,64,20,21074.51,20000,12800000,949,0.579,1049797.97,1145893.51,1145893.51
   ```
   
   </details>
   


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