github-actions[bot] commented on PR #7598:
URL: https://github.com/apache/texera/pull/7598#issuecomment-5272963193

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 10 worse · ⚪ 5 noise (<±5%) · 0 without baseline
   
   > Compared against main `7daf8d7` 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/31642017729)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 693 | 0.423 | 15,336/17,511/17,511 us | 🔴 +26.5% / 
🔴 +20.3% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,613 | 0.984 | 62,180/82,583/82,583 us | 🔴 +8.4% 
/ 🟢 +61.2% |
   | 🔴 | bs=1000 sw=10 sl=64 | 2,059 | 1.257 | 483,282/541,119/541,119 us | 🔴 
+6.1% / 🟢 +100.7% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `7daf8d7` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 693 tuples/sec | 849 tuples/sec | 775.33 
tuples/sec | -18.4% | -10.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.423 MB/s | 0.518 MB/s | 0.473 MB/s | -18.3% | 
-10.6% |
   | bs=10 sw=10 sl=64 | p50 | 15,336 us | 12,124 us | 12,743 us | +26.5% | 
+20.3% |
   | bs=10 sw=10 sl=64 | p95 | 17,511 us | 16,192 us | 16,310 us | +8.1% | 
+7.4% |
   | bs=10 sw=10 sl=64 | p99 | 17,511 us | 16,192 us | 18,926 us | +8.1% | 
-7.5% |
   | bs=100 sw=10 sl=64 | throughput | 1,613 tuples/sec | 1,732 tuples/sec | 
1,001 tuples/sec | -6.9% | +61.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.984 MB/s | 1.057 MB/s | 0.611 MB/s | -6.9% | 
+61.1% |
   | bs=100 sw=10 sl=64 | p50 | 62,180 us | 57,381 us | 101,399 us | +8.4% | 
-38.7% |
   | bs=100 sw=10 sl=64 | p95 | 82,583 us | 85,702 us | 108,206 us | -3.6% | 
-23.7% |
   | bs=100 sw=10 sl=64 | p99 | 82,583 us | 85,702 us | 118,195 us | -3.6% | 
-30.1% |
   | bs=1000 sw=10 sl=64 | throughput | 2,059 tuples/sec | 2,097 tuples/sec | 
1,026 tuples/sec | -1.8% | +100.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 1.257 MB/s | 1.28 MB/s | 0.626 MB/s | -1.8% | 
+100.7% |
   | bs=1000 sw=10 sl=64 | p50 | 483,282 us | 473,870 us | 996,304 us | +2.0% | 
-51.5% |
   | bs=1000 sw=10 sl=64 | p95 | 541,119 us | 510,053 us | 1,042,531 us | +6.1% 
| -48.1% |
   | bs=1000 sw=10 sl=64 | p99 | 541,119 us | 510,053 us | 1,074,934 us | +6.1% 
| -49.7% |
   
   </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
   0,10,10,64,20,288.76,200,128000,693,0.423,15335.59,17510.87,17510.87
   1,100,10,64,20,1240.04,2000,1280000,1613,0.984,62179.78,82582.90,82582.90
   
2,1000,10,64,20,9715.09,20000,12800000,2059,1.257,483282.44,541119.47,541119.47
   ```
   
   </details>
   


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