github-actions[bot] commented on PR #7544:
URL: https://github.com/apache/texera/pull/7544#issuecomment-5249695185

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 4 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `561cd0e` 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/31464229388)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 389 | 0.238 | 25,281/31,603/31,603 us | 🟢 -21.2% / 
🔴 +91.9% |
   | 🔴 | bs=100 sw=10 sl=64 | 782 | 0.477 | 122,599/169,691/169,691 us | 🔴 
+7.0% / 🔴 +49.9% |
   | ⚪ | bs=1000 sw=10 sl=64 | 920 | 0.562 | 1,082,714/1,145,634/1,145,634 us | 
⚪ within ±5% / 🔴 +5.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `561cd0e` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 389 tuples/sec | 400 tuples/sec | 740.3 
tuples/sec | -2.8% | -47.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.238 MB/s | 0.244 MB/s | 0.452 MB/s | -2.5% | 
-47.3% |
   | bs=10 sw=10 sl=64 | p50 | 25,281 us | 23,192 us | 13,173 us | +9.0% | 
+91.9% |
   | bs=10 sw=10 sl=64 | p95 | 31,603 us | 40,099 us | 16,615 us | -21.2% | 
+90.2% |
   | bs=10 sw=10 sl=64 | p99 | 31,603 us | 40,099 us | 19,272 us | -21.2% | 
+64.0% |
   | bs=100 sw=10 sl=64 | throughput | 782 tuples/sec | 816 tuples/sec | 939.86 
tuples/sec | -4.2% | -16.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.477 MB/s | 0.498 MB/s | 0.574 MB/s | -4.2% | 
-16.8% |
   | bs=100 sw=10 sl=64 | p50 | 122,599 us | 116,619 us | 106,062 us | +5.1% | 
+15.6% |
   | bs=100 sw=10 sl=64 | p95 | 169,691 us | 158,561 us | 113,212 us | +7.0% | 
+49.9% |
   | bs=100 sw=10 sl=64 | p99 | 169,691 us | 158,561 us | 123,853 us | +7.0% | 
+37.0% |
   | bs=1000 sw=10 sl=64 | throughput | 920 tuples/sec | 921 tuples/sec | 
966.11 tuples/sec | -0.1% | -4.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.562 MB/s | 0.562 MB/s | 0.59 MB/s | 0.0% | 
-4.7% |
   | bs=1000 sw=10 sl=64 | p50 | 1,082,714 us | 1,085,675 us | 1,038,733 us | 
-0.3% | +4.2% |
   | bs=1000 sw=10 sl=64 | p95 | 1,145,634 us | 1,180,221 us | 1,085,289 us | 
-2.9% | +5.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,145,634 us | 1,180,221 us | 1,115,555 us | 
-2.9% | +2.7% |
   
   </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
   0,10,10,64,20,513.70,200,128000,389,0.238,25280.68,31603.26,31603.26
   1,100,10,64,20,2557.83,2000,1280000,782,0.477,122598.82,169691.42,169691.42
   
2,1000,10,64,20,21737.72,20000,12800000,920,0.562,1082713.83,1145633.99,1145633.99
   ```
   
   </details>
   


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