github-actions[bot] commented on PR #5809:
URL: https://github.com/apache/texera/pull/5809#issuecomment-4755520081

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 2 better · 🔴 0 worse · ⚪ 13 noise (<±5%) · 0 without baseline
   
   > Compared against main `72071ff` 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/27853577345)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | ⚪ | bs=10 sw=10 sl=64 | 570 | 0.348 | 17,038/22,692/22,692 us | ⚪ within 
±5% / 🟢 +38.8% |
   | 🟢 | bs=100 sw=10 sl=64 | 1,172 | 0.715 | 83,311/107,573/107,573 us | 🟢 
-28.2% / 🟢 +31.4% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,414 | 0.863 | 708,474/751,978/751,978 us | ⚪ 
within ±5% / 🟢 +35.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `72071ff` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 570 tuples/sec | 592 tuples/sec | 410.82 
tuples/sec | -3.7% | +38.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.348 MB/s | 0.361 MB/s | 0.251 MB/s | -3.6% | 
+38.8% |
   | bs=10 sw=10 sl=64 | p50 | 17,038 us | 16,652 us | 23,785 us | +2.3% | 
-28.4% |
   | bs=10 sw=10 sl=64 | p95 | 22,692 us | 23,571 us | 34,980 us | -3.7% | 
-35.1% |
   | bs=10 sw=10 sl=64 | p99 | 22,692 us | 23,571 us | 34,980 us | -3.7% | 
-35.1% |
   | bs=100 sw=10 sl=64 | throughput | 1,172 tuples/sec | 1,167 tuples/sec | 
891.94 tuples/sec | +0.4% | +31.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.715 MB/s | 0.712 MB/s | 0.544 MB/s | +0.4% | 
+31.3% |
   | bs=100 sw=10 sl=64 | p50 | 83,311 us | 82,753 us | 112,277 us | +0.7% | 
-25.8% |
   | bs=100 sw=10 sl=64 | p95 | 107,573 us | 149,787 us | 139,802 us | -28.2% | 
-23.1% |
   | bs=100 sw=10 sl=64 | p99 | 107,573 us | 149,787 us | 139,802 us | -28.2% | 
-23.1% |
   | bs=1000 sw=10 sl=64 | throughput | 1,414 tuples/sec | 1,438 tuples/sec | 
1,041 tuples/sec | -1.7% | +35.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.863 MB/s | 0.878 MB/s | 0.635 MB/s | -1.7% 
| +35.8% |
   | bs=1000 sw=10 sl=64 | p50 | 708,474 us | 697,534 us | 972,714 us | +1.6% | 
-27.2% |
   | bs=1000 sw=10 sl=64 | p95 | 751,978 us | 736,250 us | 1,023,057 us | +2.1% 
| -26.5% |
   | bs=1000 sw=10 sl=64 | p99 | 751,978 us | 736,250 us | 1,023,057 us | +2.1% 
| -26.5% |
   
   </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
   0,10,10,64,20,350.69,200,128000,570,0.348,17037.71,22691.80,22691.80
   1,100,10,64,20,1706.70,2000,1280000,1172,0.715,83311.14,107572.83,107572.83
   
2,1000,10,64,20,14140.74,20000,12800000,1414,0.863,708473.80,751977.54,751977.54
   ```
   
   </details>
   


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