github-actions[bot] commented on PR #5967:
URL: https://github.com/apache/texera/pull/5967#issuecomment-4826871928

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 9 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `a24d1d1` 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/28330275998)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 352 | 0.215 | 28,313/39,520/39,520 us | 🔴 +27.6% / 
🔴 +157.7% |
   | 🔴 | bs=100 sw=10 sl=64 | 760 | 0.464 | 126,902/163,869/163,869 us | 🔴 
+18.8% / 🔴 +48.2% |
   | ⚪ | bs=1000 sw=10 sl=64 | 895 | 0.546 | 1,119,618/1,193,232/1,193,232 us | 
⚪ within ±5% / 🔴 +12.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `a24d1d1` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 352 tuples/sec | 408 tuples/sec | 757.16 
tuples/sec | -13.7% | -53.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.215 MB/s | 0.249 MB/s | 0.462 MB/s | -13.7% | 
-53.5% |
   | bs=10 sw=10 sl=64 | p50 | 28,313 us | 22,196 us | 12,971 us | +27.6% | 
+118.3% |
   | bs=10 sw=10 sl=64 | p95 | 39,520 us | 32,808 us | 15,333 us | +20.5% | 
+157.7% |
   | bs=10 sw=10 sl=64 | p99 | 39,520 us | 32,808 us | 18,732 us | +20.5% | 
+111.0% |
   | bs=100 sw=10 sl=64 | throughput | 760 tuples/sec | 803 tuples/sec | 957.66 
tuples/sec | -5.4% | -20.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.464 MB/s | 0.49 MB/s | 0.585 MB/s | -5.3% | 
-20.6% |
   | bs=100 sw=10 sl=64 | p50 | 126,902 us | 125,306 us | 103,982 us | +1.3% | 
+22.0% |
   | bs=100 sw=10 sl=64 | p95 | 163,869 us | 137,909 us | 110,583 us | +18.8% | 
+48.2% |
   | bs=100 sw=10 sl=64 | p99 | 163,869 us | 137,909 us | 118,369 us | +18.8% | 
+38.4% |
   | bs=1000 sw=10 sl=64 | throughput | 895 tuples/sec | 891 tuples/sec | 979.6 
tuples/sec | +0.4% | -8.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.546 MB/s | 0.544 MB/s | 0.598 MB/s | +0.4% 
| -8.7% |
   | bs=1000 sw=10 sl=64 | p50 | 1,119,618 us | 1,117,125 us | 1,024,553 us | 
+0.2% | +9.3% |
   | bs=1000 sw=10 sl=64 | p95 | 1,193,232 us | 1,182,699 us | 1,063,789 us | 
+0.9% | +12.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,193,232 us | 1,182,699 us | 1,096,239 us | 
+0.9% | +8.8% |
   
   </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
   0,10,10,64,20,568.90,200,128000,352,0.215,28312.93,39520.26,39520.26
   1,100,10,64,20,2630.17,2000,1280000,760,0.464,126901.60,163868.52,163868.52
   
2,1000,10,64,20,22341.67,20000,12800000,895,0.546,1119618.05,1193232.22,1193232.22
   ```
   
   </details>
   


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