github-actions[bot] commented on PR #7600:
URL: https://github.com/apache/texera/pull/7600#issuecomment-5273418500

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `71faf44` 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/31645855289)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 388 | 0.237 | 25,897/33,087/33,087 us | 🔴 +13.8% / 
🔴 +103.2% |
   | 🔴 | bs=100 sw=10 sl=64 | 905 | 0.552 | 105,044/164,408/164,408 us | 🔴 
+14.6% / 🔴 +51.9% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,097 | 0.67 | 911,511/1,024,078/1,024,078 us | 
⚪ within ±5% / 🟢 -8.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `71faf44` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 388 tuples/sec | 429 tuples/sec | 775.33 
tuples/sec | -9.6% | -50.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.237 MB/s | 0.262 MB/s | 0.473 MB/s | -9.5% | 
-49.9% |
   | bs=10 sw=10 sl=64 | p50 | 25,897 us | 22,758 us | 12,743 us | +13.8% | 
+103.2% |
   | bs=10 sw=10 sl=64 | p95 | 33,087 us | 34,934 us | 16,310 us | -5.3% | 
+102.9% |
   | bs=10 sw=10 sl=64 | p99 | 33,087 us | 34,934 us | 18,926 us | -5.3% | 
+74.8% |
   | bs=100 sw=10 sl=64 | throughput | 905 tuples/sec | 909 tuples/sec | 1,001 
tuples/sec | -0.4% | -9.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.552 MB/s | 0.555 MB/s | 0.611 MB/s | -0.5% | 
-9.6% |
   | bs=100 sw=10 sl=64 | p50 | 105,044 us | 106,202 us | 101,399 us | -1.1% | 
+3.6% |
   | bs=100 sw=10 sl=64 | p95 | 164,408 us | 143,446 us | 108,206 us | +14.6% | 
+51.9% |
   | bs=100 sw=10 sl=64 | p99 | 164,408 us | 143,446 us | 118,195 us | +14.6% | 
+39.1% |
   | bs=1000 sw=10 sl=64 | throughput | 1,097 tuples/sec | 1,108 tuples/sec | 
1,026 tuples/sec | -1.0% | +6.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.67 MB/s | 0.676 MB/s | 0.626 MB/s | -0.9% | 
+7.0% |
   | bs=1000 sw=10 sl=64 | p50 | 911,511 us | 905,411 us | 996,304 us | +0.7% | 
-8.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,024,078 us | 975,461 us | 1,042,531 us | 
+5.0% | -1.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,024,078 us | 975,461 us | 1,074,934 us | 
+5.0% | -4.7% |
   
   </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
   0,10,10,64,20,514.94,200,128000,388,0.237,25897.33,33086.87,33086.87
   1,100,10,64,20,2210.04,2000,1280000,905,0.552,105043.53,164407.53,164407.53
   
2,1000,10,64,20,18230.46,20000,12800000,1097,0.670,911511.15,1024077.69,1024077.69
   ```
   
   </details>
   


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