github-actions[bot] commented on PR #7613:
URL: https://github.com/apache/texera/pull/7613#issuecomment-5274442654

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 10 worse · ⚪ 5 noise (<±5%) · 0 without baseline
   
   > Compared against main `c35bdb1` 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/31654486818)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 373 | 0.227 | 27,347/36,400/36,400 us | 🔴 +27.3% / 
🔴 +123.2% |
   | 🔴 | bs=100 sw=10 sl=64 | 795 | 0.485 | 123,775/149,120/149,120 us | 🔴 
+12.3% / 🔴 +37.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 913 | 0.558 | 1,094,641/1,204,879/1,204,879 us | 
⚪ within ±5% / 🔴 +15.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `c35bdb1` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 373 tuples/sec | 450 tuples/sec | 775.33 
tuples/sec | -17.1% | -51.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.227 MB/s | 0.275 MB/s | 0.473 MB/s | -17.5% | 
-52.0% |
   | bs=10 sw=10 sl=64 | p50 | 27,347 us | 21,475 us | 12,743 us | +27.3% | 
+114.6% |
   | bs=10 sw=10 sl=64 | p95 | 36,400 us | 29,814 us | 16,310 us | +22.1% | 
+123.2% |
   | bs=10 sw=10 sl=64 | p99 | 36,400 us | 29,814 us | 18,926 us | +22.1% | 
+92.3% |
   | bs=100 sw=10 sl=64 | throughput | 795 tuples/sec | 843 tuples/sec | 1,001 
tuples/sec | -5.7% | -20.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.485 MB/s | 0.515 MB/s | 0.611 MB/s | -5.8% | 
-20.6% |
   | bs=100 sw=10 sl=64 | p50 | 123,775 us | 117,835 us | 101,399 us | +5.0% | 
+22.1% |
   | bs=100 sw=10 sl=64 | p95 | 149,120 us | 132,801 us | 108,206 us | +12.3% | 
+37.8% |
   | bs=100 sw=10 sl=64 | p99 | 149,120 us | 132,801 us | 118,195 us | +12.3% | 
+26.2% |
   | bs=1000 sw=10 sl=64 | throughput | 913 tuples/sec | 918 tuples/sec | 1,026 
tuples/sec | -0.5% | -11.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.558 MB/s | 0.56 MB/s | 0.626 MB/s | -0.4% | 
-10.9% |
   | bs=1000 sw=10 sl=64 | p50 | 1,094,641 us | 1,084,284 us | 996,304 us | 
+1.0% | +9.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,204,879 us | 1,162,056 us | 1,042,531 us | 
+3.7% | +15.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,204,879 us | 1,162,056 us | 1,074,934 us | 
+3.7% | +12.1% |
   
   </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
   0,10,10,64,20,536.85,200,128000,373,0.227,27347.37,36399.56,36399.56
   1,100,10,64,20,2514.78,2000,1280000,795,0.485,123774.51,149120.17,149120.17
   
2,1000,10,64,20,21895.46,20000,12800000,913,0.558,1094640.92,1204879.30,1204879.30
   ```
   
   </details>
   


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