github-actions[bot] commented on PR #7594:
URL: https://github.com/apache/texera/pull/7594#issuecomment-5263208592

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 8 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `5021bc6` 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/31570160037)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 611 | 0.373 | 16,029/20,206/20,206 us | 🔴 -13.7% / 
🔴 +27.3% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,269 | 0.775 | 76,140/105,684/105,684 us | 🔴 
+27.6% / 🟢 +26.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,513 | 0.924 | 658,184/724,511/724,511 us | ⚪ 
within ±5% / 🟢 +47.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `5021bc6` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 611 tuples/sec | 707 tuples/sec | 784.3 
tuples/sec | -13.6% | -22.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.373 MB/s | 0.432 MB/s | 0.479 MB/s | -13.7% | 
-22.1% |
   | bs=10 sw=10 sl=64 | p50 | 16,029 us | 14,234 us | 12,590 us | +12.6% | 
+27.3% |
   | bs=10 sw=10 sl=64 | p95 | 20,206 us | 20,135 us | 15,991 us | +0.4% | 
+26.4% |
   | bs=10 sw=10 sl=64 | p99 | 20,206 us | 20,135 us | 18,694 us | +0.4% | 
+8.1% |
   | bs=100 sw=10 sl=64 | throughput | 1,269 tuples/sec | 1,417 tuples/sec | 
1,002 tuples/sec | -10.4% | +26.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.775 MB/s | 0.865 MB/s | 0.612 MB/s | -10.4% 
| +26.7% |
   | bs=100 sw=10 sl=64 | p50 | 76,140 us | 69,497 us | 101,285 us | +9.6% | 
-24.8% |
   | bs=100 sw=10 sl=64 | p95 | 105,684 us | 82,819 us | 108,068 us | +27.6% | 
-2.2% |
   | bs=100 sw=10 sl=64 | p99 | 105,684 us | 82,819 us | 118,235 us | +27.6% | 
-10.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,513 tuples/sec | 1,498 tuples/sec | 
1,030 tuples/sec | +1.0% | +46.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.924 MB/s | 0.915 MB/s | 0.629 MB/s | +1.0% 
| +47.0% |
   | bs=1000 sw=10 sl=64 | p50 | 658,184 us | 672,578 us | 991,882 us | -2.1% | 
-33.6% |
   | bs=1000 sw=10 sl=64 | p95 | 724,511 us | 719,002 us | 1,038,496 us | +0.8% 
| -30.2% |
   | bs=1000 sw=10 sl=64 | p99 | 724,511 us | 719,002 us | 1,068,265 us | +0.8% 
| -32.2% |
   
   </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
   0,10,10,64,20,327.29,200,128000,611,0.373,16029.34,20205.84,20205.84
   1,100,10,64,20,1575.54,2000,1280000,1269,0.775,76139.62,105683.72,105683.72
   
2,1000,10,64,20,13215.65,20000,12800000,1513,0.924,658183.72,724510.81,724510.81
   ```
   
   </details>
   


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