github-actions[bot] commented on PR #7749:
URL: https://github.com/apache/texera/pull/7749#issuecomment-5324337604

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `60300e3` 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/32105362882)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 384 | 0.235 | 26,700/33,700/33,700 us | 🔴 +5.3% / 
🔴 +110.8% |
   | 🔴 | bs=100 sw=10 sl=64 | 909 | 0.555 | 109,487/137,105/137,105 us | 🔴 
+9.3% / 🔴 +27.8% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,080 | 0.659 | 924,291/1,026,642/1,026,642 us | 
🔴 +5.9% / 🟢 -5.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `60300e3` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 384 tuples/sec | 404 tuples/sec | 779.07 
tuples/sec | -5.0% | -50.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.235 MB/s | 0.247 MB/s | 0.476 MB/s | -4.9% | 
-50.6% |
   | bs=10 sw=10 sl=64 | p50 | 26,700 us | 25,359 us | 12,818 us | +5.3% | 
+108.3% |
   | bs=10 sw=10 sl=64 | p95 | 33,700 us | 35,580 us | 15,986 us | -5.3% | 
+110.8% |
   | bs=10 sw=10 sl=64 | p99 | 33,700 us | 35,580 us | 19,339 us | -5.3% | 
+74.3% |
   | bs=100 sw=10 sl=64 | throughput | 909 tuples/sec | 932 tuples/sec | 1,011 
tuples/sec | -2.5% | -10.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.555 MB/s | 0.569 MB/s | 0.617 MB/s | -2.5% | 
-10.1% |
   | bs=100 sw=10 sl=64 | p50 | 109,487 us | 108,549 us | 100,965 us | +0.9% | 
+8.4% |
   | bs=100 sw=10 sl=64 | p95 | 137,105 us | 125,457 us | 107,295 us | +9.3% | 
+27.8% |
   | bs=100 sw=10 sl=64 | p99 | 137,105 us | 125,457 us | 115,531 us | +9.3% | 
+18.7% |
   | bs=1000 sw=10 sl=64 | throughput | 1,080 tuples/sec | 1,079 tuples/sec | 
1,049 tuples/sec | +0.1% | +3.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.659 MB/s | 0.659 MB/s | 0.64 MB/s | 0.0% | 
+2.9% |
   | bs=1000 sw=10 sl=64 | p50 | 924,291 us | 929,816 us | 978,248 us | -0.6% | 
-5.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,026,642 us | 969,801 us | 1,021,881 us | 
+5.9% | +0.5% |
   | bs=1000 sw=10 sl=64 | p99 | 1,026,642 us | 969,801 us | 1,050,075 us | 
+5.9% | -2.2% |
   
   </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
   0,10,10,64,20,520.38,200,128000,384,0.235,26699.83,33700.09,33700.09
   1,100,10,64,20,2201.21,2000,1280000,909,0.555,109486.78,137105.29,137105.29
   
2,1000,10,64,20,18520.61,20000,12800000,1080,0.659,924290.93,1026642.25,1026642.25
   ```
   
   </details>
   


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