github-actions[bot] commented on PR #8200:
URL: https://github.com/apache/texera/pull/8200#issuecomment-5472897686

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 5 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `70c2114` 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/33350067544)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 510 | 0.311 | 17,410/30,653/30,653 us | 🔴 +20.1% / 
🔴 +107.3% |
   | 🟢 | bs=100 sw=10 sl=64 | 1,196 | 0.73 | 82,949/120,359/120,359 us | 🟢 
-9.6% / 🔴 +19.2% |
   | 🟢 | bs=1000 sw=10 sl=64 | 1,423 | 0.869 | 703,351/772,537/772,537 us | 🟢 
-5.9% / 🟢 +27.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `70c2114` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 510 tuples/sec | 573 tuples/sec | 844.57 
tuples/sec | -11.0% | -39.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.311 MB/s | 0.35 MB/s | 0.515 MB/s | -11.1% | 
-39.7% |
   | bs=10 sw=10 sl=64 | p50 | 17,410 us | 16,526 us | 11,837 us | +5.4% | 
+47.1% |
   | bs=10 sw=10 sl=64 | p95 | 30,653 us | 25,529 us | 14,788 us | +20.1% | 
+107.3% |
   | bs=10 sw=10 sl=64 | p99 | 30,653 us | 25,529 us | 17,651 us | +20.1% | 
+73.7% |
   | bs=100 sw=10 sl=64 | throughput | 1,196 tuples/sec | 1,151 tuples/sec | 
1,084 tuples/sec | +3.9% | +10.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.73 MB/s | 0.702 MB/s | 0.662 MB/s | +4.0% | 
+10.3% |
   | bs=100 sw=10 sl=64 | p50 | 82,949 us | 85,645 us | 94,505 us | -3.1% | 
-12.2% |
   | bs=100 sw=10 sl=64 | p95 | 120,359 us | 133,126 us | 100,941 us | -9.6% | 
+19.2% |
   | bs=100 sw=10 sl=64 | p99 | 120,359 us | 133,126 us | 108,642 us | -9.6% | 
+10.8% |
   | bs=1000 sw=10 sl=64 | throughput | 1,423 tuples/sec | 1,417 tuples/sec | 
1,119 tuples/sec | +0.4% | +27.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.869 MB/s | 0.865 MB/s | 0.683 MB/s | +0.5% 
| +27.2% |
   | bs=1000 sw=10 sl=64 | p50 | 703,351 us | 703,226 us | 924,404 us | +0.0% | 
-23.9% |
   | bs=1000 sw=10 sl=64 | p95 | 772,537 us | 820,846 us | 967,785 us | -5.9% | 
-20.2% |
   | bs=1000 sw=10 sl=64 | p99 | 772,537 us | 820,846 us | 995,630 us | -5.9% | 
-22.4% |
   
   </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
   0,10,10,64,20,392.37,200,128000,510,0.311,17410.22,30653.12,30653.12
   1,100,10,64,20,1672.31,2000,1280000,1196,0.730,82949.34,120359.46,120359.46
   
2,1000,10,64,20,14053.16,20000,12800000,1423,0.869,703350.51,772537.21,772537.21
   ```
   
   </details>
   


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