github-actions[bot] commented on PR #5876:
URL: https://github.com/apache/texera/pull/5876#issuecomment-4763892900

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 4 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `ed22158` 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/27923250053)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 426 | 0.26 | 22,716/29,192/29,192 us | 🔴 -6.8% / 🟢 
-16.5% |
   | 🟢 | bs=100 sw=10 sl=64 | 825 | 0.504 | 119,060/140,888/140,888 us | 🟢 
-7.8% / 🔴 -7.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 957 | 0.584 | 1,043,869/1,071,689/1,071,689 us | 
⚪ within ±5% / 🔴 -8.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `ed22158` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 426 tuples/sec | 457 tuples/sec | 410.82 
tuples/sec | -6.8% | +3.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.26 MB/s | 0.279 MB/s | 0.251 MB/s | -6.8% | 
+3.7% |
   | bs=10 sw=10 sl=64 | p50 | 22,716 us | 21,986 us | 23,785 us | +3.3% | 
-4.5% |
   | bs=10 sw=10 sl=64 | p95 | 29,192 us | 27,511 us | 34,980 us | +6.1% | 
-16.5% |
   | bs=10 sw=10 sl=64 | p99 | 29,192 us | 27,511 us | 34,980 us | +6.1% | 
-16.5% |
   | bs=100 sw=10 sl=64 | throughput | 825 tuples/sec | 859 tuples/sec | 891.94 
tuples/sec | -4.0% | -7.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.504 MB/s | 0.524 MB/s | 0.544 MB/s | -3.8% | 
-7.4% |
   | bs=100 sw=10 sl=64 | p50 | 119,060 us | 116,630 us | 112,277 us | +2.1% | 
+6.0% |
   | bs=100 sw=10 sl=64 | p95 | 140,888 us | 152,856 us | 139,802 us | -7.8% | 
+0.8% |
   | bs=100 sw=10 sl=64 | p99 | 140,888 us | 152,856 us | 139,802 us | -7.8% | 
+0.8% |
   | bs=1000 sw=10 sl=64 | throughput | 957 tuples/sec | 963 tuples/sec | 1,041 
tuples/sec | -0.6% | -8.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.584 MB/s | 0.588 MB/s | 0.635 MB/s | -0.7% 
| -8.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,043,869 us | 1,039,639 us | 972,714 us | 
+0.4% | +7.3% |
   | bs=1000 sw=10 sl=64 | p95 | 1,071,689 us | 1,064,591 us | 1,023,057 us | 
+0.7% | +4.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,071,689 us | 1,064,591 us | 1,023,057 us | 
+0.7% | +4.8% |
   
   </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
   0,10,10,64,20,469.78,200,128000,426,0.260,22715.55,29191.51,29191.51
   1,100,10,64,20,2423.55,2000,1280000,825,0.504,119059.98,140887.78,140887.78
   
2,1000,10,64,20,20890.37,20000,12800000,957,0.584,1043868.63,1071688.50,1071688.50
   ```
   
   </details>
   


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