github-actions[bot] commented on PR #7692:
URL: https://github.com/apache/texera/pull/7692#issuecomment-5301392166

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `1022c7d` 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/31874467917)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 374 | 0.228 | 25,608/35,063/35,063 us | 🔴 +12.2% / 
🔴 +114.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 776 | 0.474 | 125,227/164,273/164,273 us | 🔴 
+9.3% / 🔴 +54.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 905 | 0.553 | 1,110,934/1,139,151/1,139,151 us | 
⚪ within ±5% / 🔴 +13.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `1022c7d` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 374 tuples/sec | 420 tuples/sec | 779.28 
tuples/sec | -11.0% | -52.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.228 MB/s | 0.257 MB/s | 0.476 MB/s | -11.3% | 
-52.1% |
   | bs=10 sw=10 sl=64 | p50 | 25,608 us | 22,833 us | 12,712 us | +12.2% | 
+101.4% |
   | bs=10 sw=10 sl=64 | p95 | 35,063 us | 32,930 us | 16,345 us | +6.5% | 
+114.5% |
   | bs=10 sw=10 sl=64 | p99 | 35,063 us | 32,930 us | 19,050 us | +6.5% | 
+84.1% |
   | bs=100 sw=10 sl=64 | throughput | 776 tuples/sec | 805 tuples/sec | 1,017 
tuples/sec | -3.6% | -23.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.474 MB/s | 0.491 MB/s | 0.621 MB/s | -3.5% | 
-23.7% |
   | bs=100 sw=10 sl=64 | p50 | 125,227 us | 121,973 us | 100,048 us | +2.7% | 
+25.2% |
   | bs=100 sw=10 sl=64 | p95 | 164,273 us | 150,333 us | 106,477 us | +9.3% | 
+54.3% |
   | bs=100 sw=10 sl=64 | p99 | 164,273 us | 150,333 us | 114,739 us | +9.3% | 
+43.2% |
   | bs=1000 sw=10 sl=64 | throughput | 905 tuples/sec | 908 tuples/sec | 1,048 
tuples/sec | -0.3% | -13.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.553 MB/s | 0.554 MB/s | 0.639 MB/s | -0.2% 
| -13.5% |
   | bs=1000 sw=10 sl=64 | p50 | 1,110,934 us | 1,102,274 us | 976,350 us | 
+0.8% | +13.8% |
   | bs=1000 sw=10 sl=64 | p95 | 1,139,151 us | 1,180,417 us | 1,022,084 us | 
-3.5% | +11.5% |
   | bs=1000 sw=10 sl=64 | p99 | 1,139,151 us | 1,180,417 us | 1,053,520 us | 
-3.5% | +8.1% |
   
   </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
   0,10,10,64,20,534.75,200,128000,374,0.228,25607.66,35063.12,35063.12
   1,100,10,64,20,2577.44,2000,1280000,776,0.474,125226.60,164273.49,164273.49
   
2,1000,10,64,20,22087.54,20000,12800000,905,0.553,1110933.97,1139151.46,1139151.46
   ```
   
   </details>
   


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