github-actions[bot] commented on PR #7014:
URL: https://github.com/apache/texera/pull/7014#issuecomment-5113530248

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `469e8f0` 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/30424221587)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | ⚪ | bs=10 sw=10 sl=64 | 432 | 0.264 | 22,454/29,830/29,830 us | ⚪ within 
±5% / 🔴 +88.8% |
   | 🔴 | bs=100 sw=10 sl=64 | 887 | 0.541 | 110,382/162,129/162,129 us | 🔴 
+30.1% / 🔴 +51.1% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,092 | 0.666 | 911,765/1,025,059/1,025,059 us | 
⚪ within ±5% / 🟢 -7.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `469e8f0` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 432 tuples/sec | 442 tuples/sec | 787.55 
tuples/sec | -2.3% | -45.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.264 MB/s | 0.269 MB/s | 0.481 MB/s | -1.9% | 
-45.1% |
   | bs=10 sw=10 sl=64 | p50 | 22,454 us | 23,053 us | 12,255 us | -2.6% | 
+83.2% |
   | bs=10 sw=10 sl=64 | p95 | 29,830 us | 30,470 us | 15,802 us | -2.1% | 
+88.8% |
   | bs=10 sw=10 sl=64 | p99 | 29,830 us | 30,470 us | 19,008 us | -2.1% | 
+56.9% |
   | bs=100 sw=10 sl=64 | throughput | 887 tuples/sec | 961 tuples/sec | 997.81 
tuples/sec | -7.7% | -11.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.541 MB/s | 0.587 MB/s | 0.609 MB/s | -7.8% | 
-11.2% |
   | bs=100 sw=10 sl=64 | p50 | 110,382 us | 103,667 us | 100,690 us | +6.5% | 
+9.6% |
   | bs=100 sw=10 sl=64 | p95 | 162,129 us | 124,572 us | 107,316 us | +30.1% | 
+51.1% |
   | bs=100 sw=10 sl=64 | p99 | 162,129 us | 124,572 us | 113,823 us | +30.1% | 
+42.4% |
   | bs=1000 sw=10 sl=64 | throughput | 1,092 tuples/sec | 1,087 tuples/sec | 
1,030 tuples/sec | +0.5% | +6.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.666 MB/s | 0.664 MB/s | 0.629 MB/s | +0.3% 
| +5.9% |
   | bs=1000 sw=10 sl=64 | p50 | 911,765 us | 913,471 us | 981,213 us | -0.2% | 
-7.1% |
   | bs=1000 sw=10 sl=64 | p95 | 1,025,059 us | 1,009,830 us | 1,027,605 us | 
+1.5% | -0.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,025,059 us | 1,009,830 us | 1,055,466 us | 
+1.5% | -2.9% |
   
   </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
   0,10,10,64,20,462.85,200,128000,432,0.264,22454.04,29830.46,29830.46
   1,100,10,64,20,2256.02,2000,1280000,887,0.541,110381.86,162129.23,162129.23
   
2,1000,10,64,20,18317.75,20000,12800000,1092,0.666,911765.22,1025059.33,1025059.33
   ```
   
   </details>
   


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