github-actions[bot] commented on PR #7620:
URL: https://github.com/apache/texera/pull/7620#issuecomment-5275690298

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 2 worse · ⚪ 13 noise (<±5%) · 0 without baseline
   
   > Compared against main `a5563a9` 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/31664514937)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | ⚪ | bs=10 sw=10 sl=64 | 519 | 0.317 | 17,995/27,009/27,009 us | ⚪ within 
±5% / 🔴 +65.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,193 | 0.728 | 80,806/119,276/119,276 us | 🔴 
+27.2% / 🟢 -20.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,424 | 0.869 | 697,657/785,254/785,254 us | ⚪ 
within ±5% / 🟢 +38.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `a5563a9` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 519 tuples/sec | 541 tuples/sec | 775.33 
tuples/sec | -4.1% | -33.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.317 MB/s | 0.33 MB/s | 0.473 MB/s | -3.9% | 
-33.0% |
   | bs=10 sw=10 sl=64 | p50 | 17,995 us | 18,287 us | 12,743 us | -1.6% | 
+41.2% |
   | bs=10 sw=10 sl=64 | p95 | 27,009 us | 26,596 us | 16,310 us | +1.6% | 
+65.6% |
   | bs=10 sw=10 sl=64 | p99 | 27,009 us | 26,596 us | 18,926 us | +1.6% | 
+42.7% |
   | bs=100 sw=10 sl=64 | throughput | 1,193 tuples/sec | 1,241 tuples/sec | 
1,001 tuples/sec | -3.9% | +19.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.728 MB/s | 0.757 MB/s | 0.611 MB/s | -3.8% | 
+19.2% |
   | bs=100 sw=10 sl=64 | p50 | 80,806 us | 80,984 us | 101,399 us | -0.2% | 
-20.3% |
   | bs=100 sw=10 sl=64 | p95 | 119,276 us | 93,801 us | 108,206 us | +27.2% | 
+10.2% |
   | bs=100 sw=10 sl=64 | p99 | 119,276 us | 93,801 us | 118,195 us | +27.2% | 
+0.9% |
   | bs=1000 sw=10 sl=64 | throughput | 1,424 tuples/sec | 1,401 tuples/sec | 
1,026 tuples/sec | +1.6% | +38.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.869 MB/s | 0.855 MB/s | 0.626 MB/s | +1.6% 
| +38.7% |
   | bs=1000 sw=10 sl=64 | p50 | 697,657 us | 713,639 us | 996,304 us | -2.2% | 
-30.0% |
   | bs=1000 sw=10 sl=64 | p95 | 785,254 us | 797,249 us | 1,042,531 us | -1.5% 
| -24.7% |
   | bs=1000 sw=10 sl=64 | p99 | 785,254 us | 797,249 us | 1,074,934 us | -1.5% 
| -26.9% |
   
   </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
   0,10,10,64,20,385.61,200,128000,519,0.317,17995.08,27008.71,27008.71
   1,100,10,64,20,1676.70,2000,1280000,1193,0.728,80806.20,119276.35,119276.35
   
2,1000,10,64,20,14045.47,20000,12800000,1424,0.869,697656.58,785254.00,785254.00
   ```
   
   </details>
   


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