github-actions[bot] commented on PR #8298:
URL: https://github.com/apache/texera/pull/8298#issuecomment-5482222558

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 2 worse · ⚪ 13 noise (<±5%) · 0 without baseline
   
   > Compared against main `cb0b613` 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/33420891999)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 408 | 0.249 | 23,548/34,606/34,606 us | 🔴 -9.1% / 
🔴 +122.1% |
   | ⚪ | bs=100 sw=10 sl=64 | 879 | 0.537 | 107,383/165,961/165,961 us | ⚪ 
within ±5% / 🔴 +54.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,052 | 0.642 | 944,531/1,043,907/1,043,907 us | 
⚪ within ±5% / ⚪ within ±5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `cb0b613` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 408 tuples/sec | 448 tuples/sec | 787.98 
tuples/sec | -8.9% | -48.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.249 MB/s | 0.274 MB/s | 0.481 MB/s | -9.1% | 
-48.2% |
   | bs=10 sw=10 sl=64 | p50 | 23,548 us | 23,327 us | 12,593 us | +0.9% | 
+87.0% |
   | bs=10 sw=10 sl=64 | p95 | 34,606 us | 34,519 us | 15,579 us | +0.3% | 
+122.1% |
   | bs=10 sw=10 sl=64 | p99 | 34,606 us | 34,519 us | 18,786 us | +0.3% | 
+84.2% |
   | bs=100 sw=10 sl=64 | throughput | 879 tuples/sec | 888 tuples/sec | 1,008 
tuples/sec | -1.0% | -12.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.537 MB/s | 0.542 MB/s | 0.615 MB/s | -0.9% | 
-12.7% |
   | bs=100 sw=10 sl=64 | p50 | 107,383 us | 103,988 us | 100,701 us | +3.3% | 
+6.6% |
   | bs=100 sw=10 sl=64 | p95 | 165,961 us | 161,780 us | 107,244 us | +2.6% | 
+54.8% |
   | bs=100 sw=10 sl=64 | p99 | 165,961 us | 161,780 us | 116,122 us | +2.6% | 
+42.9% |
   | bs=1000 sw=10 sl=64 | throughput | 1,052 tuples/sec | 1,045 tuples/sec | 
1,042 tuples/sec | +0.7% | +1.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.642 MB/s | 0.638 MB/s | 0.636 MB/s | +0.6% 
| +0.9% |
   | bs=1000 sw=10 sl=64 | p50 | 944,531 us | 951,070 us | 981,959 us | -0.7% | 
-3.8% |
   | bs=1000 sw=10 sl=64 | p95 | 1,043,907 us | 1,004,189 us | 1,023,080 us | 
+4.0% | +2.0% |
   | bs=1000 sw=10 sl=64 | p99 | 1,043,907 us | 1,004,189 us | 1,051,697 us | 
+4.0% | -0.7% |
   
   </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
   0,10,10,64,20,490.64,200,128000,408,0.249,23548.32,34605.84,34605.84
   1,100,10,64,20,2275.30,2000,1280000,879,0.537,107383.37,165961.06,165961.06
   
2,1000,10,64,20,19019.27,20000,12800000,1052,0.642,944531.46,1043906.79,1043906.79
   ```
   
   </details>
   


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