github-actions[bot] commented on PR #8969:
URL: https://github.com/apache/texera/pull/8969#issuecomment-6138405763

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 7 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `6a29c59` 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/38346537962)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 495 | 0.302 | 19,581/24,795/24,795 us | 🔴 +20.5% / 
🔴 +58.2% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,171 | 0.715 | 83,483/103,590/103,590 us | 🔴 
+10.1% / 🟢 -15.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,395 | 0.852 | 718,769/797,246/797,246 us | ⚪ 
within ±5% / 🟢 +31.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `6a29c59` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 495 tuples/sec | 569 tuples/sec | 790.31 
tuples/sec | -13.0% | -37.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.302 MB/s | 0.347 MB/s | 0.482 MB/s | -13.0% | 
-37.4% |
   | bs=10 sw=10 sl=64 | p50 | 19,581 us | 16,249 us | 12,375 us | +20.5% | 
+58.2% |
   | bs=10 sw=10 sl=64 | p95 | 24,795 us | 28,620 us | 15,719 us | -13.4% | 
+57.7% |
   | bs=10 sw=10 sl=64 | p99 | 24,795 us | 28,620 us | 19,058 us | -13.4% | 
+30.1% |
   | bs=100 sw=10 sl=64 | throughput | 1,171 tuples/sec | 1,244 tuples/sec | 
1,025 tuples/sec | -5.9% | +14.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.715 MB/s | 0.76 MB/s | 0.626 MB/s | -5.9% | 
+14.3% |
   | bs=100 sw=10 sl=64 | p50 | 83,483 us | 80,670 us | 98,759 us | +3.5% | 
-15.5% |
   | bs=100 sw=10 sl=64 | p95 | 103,590 us | 94,108 us | 105,327 us | +10.1% | 
-1.6% |
   | bs=100 sw=10 sl=64 | p99 | 103,590 us | 94,108 us | 120,491 us | +10.1% | 
-14.0% |
   | bs=1000 sw=10 sl=64 | throughput | 1,395 tuples/sec | 1,422 tuples/sec | 
1,059 tuples/sec | -1.9% | +31.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.852 MB/s | 0.868 MB/s | 0.646 MB/s | -1.8% 
| +31.8% |
   | bs=1000 sw=10 sl=64 | p50 | 718,769 us | 702,840 us | 965,886 us | +2.3% | 
-25.6% |
   | bs=1000 sw=10 sl=64 | p95 | 797,246 us | 815,154 us | 1,007,533 us | -2.2% 
| -20.9% |
   | bs=1000 sw=10 sl=64 | p99 | 797,246 us | 815,154 us | 1,031,622 us | -2.2% 
| -22.7% |
   
   </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
   0,10,10,64,20,404.14,200,128000,495,0.302,19581.33,24795.29,24795.29
   1,100,10,64,20,1708.25,2000,1280000,1171,0.715,83483.00,103589.83,103589.83
   
2,1000,10,64,20,14333.54,20000,12800000,1395,0.852,718768.62,797245.89,797245.89
   ```
   
   </details>
   


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