github-actions[bot] commented on PR #8032:
URL: https://github.com/apache/texera/pull/8032#issuecomment-5434022366

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `57a4230` 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/33036377169)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 399 | 0.244 | 24,626/32,815/32,815 us | 🔴 -9.9% / 
🔴 +137.0% |
   | 🔴 | bs=100 sw=10 sl=64 | 802 | 0.49 | 121,133/179,574/179,574 us | 🔴 
+24.9% / 🔴 +91.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 937 | 0.572 | 1,063,545/1,185,558/1,185,558 us | 
⚪ within ±5% / 🔴 +31.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `57a4230` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 399 tuples/sec | 443 tuples/sec | 894.86 
tuples/sec | -9.9% | -55.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.244 MB/s | 0.27 MB/s | 0.546 MB/s | -9.6% | 
-55.3% |
   | bs=10 sw=10 sl=64 | p50 | 24,626 us | 23,000 us | 11,139 us | +7.1% | 
+121.1% |
   | bs=10 sw=10 sl=64 | p95 | 32,815 us | 30,612 us | 13,843 us | +7.2% | 
+137.0% |
   | bs=10 sw=10 sl=64 | p99 | 32,815 us | 30,612 us | 16,839 us | +7.2% | 
+94.9% |
   | bs=100 sw=10 sl=64 | throughput | 802 tuples/sec | 822 tuples/sec | 1,166 
tuples/sec | -2.4% | -31.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.49 MB/s | 0.501 MB/s | 0.711 MB/s | -2.2% | 
-31.1% |
   | bs=100 sw=10 sl=64 | p50 | 121,133 us | 119,783 us | 87,509 us | +1.1% | 
+38.4% |
   | bs=100 sw=10 sl=64 | p95 | 179,574 us | 143,740 us | 93,675 us | +24.9% | 
+91.7% |
   | bs=100 sw=10 sl=64 | p99 | 179,574 us | 143,740 us | 102,153 us | +24.9% | 
+75.8% |
   | bs=1000 sw=10 sl=64 | throughput | 937 tuples/sec | 915 tuples/sec | 1,198 
tuples/sec | +2.4% | -21.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.572 MB/s | 0.559 MB/s | 0.731 MB/s | +2.3% 
| -21.8% |
   | bs=1000 sw=10 sl=64 | p50 | 1,063,545 us | 1,089,176 us | 859,766 us | 
-2.4% | +23.7% |
   | bs=1000 sw=10 sl=64 | p95 | 1,185,558 us | 1,172,513 us | 902,897 us | 
+1.1% | +31.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,185,558 us | 1,172,513 us | 937,957 us | 
+1.1% | +26.4% |
   
   </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
   0,10,10,64,20,500.97,200,128000,399,0.244,24625.81,32814.90,32814.90
   1,100,10,64,20,2493.35,2000,1280000,802,0.490,121133.35,179574.29,179574.29
   
2,1000,10,64,20,21346.70,20000,12800000,937,0.572,1063545.08,1185557.97,1185557.97
   ```
   
   </details>
   


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