github-actions[bot] commented on PR #8397:
URL: https://github.com/apache/texera/pull/8397#issuecomment-5535946344

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 7 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `1cbe857` 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/33838843200)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 384 | 0.234 | 25,003/33,618/33,618 us | 🔴 +21.8% / 
🔴 +110.4% |
   | 🔴 | bs=100 sw=10 sl=64 | 790 | 0.482 | 122,837/174,472/174,472 us | 🔴 
+22.1% / 🔴 +59.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 918 | 0.56 | 1,093,563/1,142,427/1,142,427 us | 
⚪ within ±5% / 🔴 +9.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `1cbe857` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 384 tuples/sec | 431 tuples/sec | 755.36 
tuples/sec | -10.9% | -49.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.234 MB/s | 0.263 MB/s | 0.461 MB/s | -11.0% | 
-49.2% |
   | bs=10 sw=10 sl=64 | p50 | 25,003 us | 20,524 us | 12,938 us | +21.8% | 
+93.3% |
   | bs=10 sw=10 sl=64 | p95 | 33,618 us | 36,938 us | 15,980 us | -9.0% | 
+110.4% |
   | bs=10 sw=10 sl=64 | p99 | 33,618 us | 36,938 us | 19,233 us | -9.0% | 
+74.8% |
   | bs=100 sw=10 sl=64 | throughput | 790 tuples/sec | 846 tuples/sec | 976.3 
tuples/sec | -6.6% | -19.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.482 MB/s | 0.516 MB/s | 0.596 MB/s | -6.6% | 
-19.1% |
   | bs=100 sw=10 sl=64 | p50 | 122,837 us | 117,952 us | 102,340 us | +4.1% | 
+20.0% |
   | bs=100 sw=10 sl=64 | p95 | 174,472 us | 142,921 us | 109,262 us | +22.1% | 
+59.7% |
   | bs=100 sw=10 sl=64 | p99 | 174,472 us | 142,921 us | 118,827 us | +22.1% | 
+46.8% |
   | bs=1000 sw=10 sl=64 | throughput | 918 tuples/sec | 922 tuples/sec | 1,006 
tuples/sec | -0.4% | -8.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.56 MB/s | 0.562 MB/s | 0.614 MB/s | -0.4% | 
-8.8% |
   | bs=1000 sw=10 sl=64 | p50 | 1,093,563 us | 1,074,521 us | 999,855 us | 
+1.8% | +9.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,142,427 us | 1,141,219 us | 1,042,833 us | 
+0.1% | +9.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,142,427 us | 1,141,219 us | 1,070,722 us | 
+0.1% | +6.7% |
   
   </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
   0,10,10,64,20,520.95,200,128000,384,0.234,25003.44,33617.54,33617.54
   1,100,10,64,20,2531.83,2000,1280000,790,0.482,122837.11,174472.07,174472.07
   
2,1000,10,64,20,21789.90,20000,12800000,918,0.560,1093563.20,1142426.53,1142426.53
   ```
   
   </details>
   


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