github-actions[bot] commented on PR #6896:
URL: https://github.com/apache/texera/pull/6896#issuecomment-5080506596

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `57d4dba` 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/30173996228)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 390 | 0.238 | 24,720/36,464/36,464 us | 🔴 +9.7% / 
🔴 +119.7% |
   | 🟢 | bs=100 sw=10 sl=64 | 815 | 0.497 | 121,565/149,291/149,291 us | 🟢 
-6.2% / 🔴 +36.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 919 | 0.561 | 1,083,463/1,139,503/1,139,503 us | 
⚪ within ±5% / 🔴 +8.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `57d4dba` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 390 tuples/sec | 416 tuples/sec | 754.55 
tuples/sec | -6.3% | -48.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.238 MB/s | 0.254 MB/s | 0.461 MB/s | -6.3% | 
-48.3% |
   | bs=10 sw=10 sl=64 | p50 | 24,720 us | 22,530 us | 12,816 us | +9.7% | 
+92.9% |
   | bs=10 sw=10 sl=64 | p95 | 36,464 us | 34,386 us | 16,594 us | +6.0% | 
+119.7% |
   | bs=10 sw=10 sl=64 | p99 | 36,464 us | 34,386 us | 19,806 us | +6.0% | 
+84.1% |
   | bs=100 sw=10 sl=64 | throughput | 815 tuples/sec | 811 tuples/sec | 969.38 
tuples/sec | +0.5% | -15.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.497 MB/s | 0.495 MB/s | 0.592 MB/s | +0.4% | 
-16.0% |
   | bs=100 sw=10 sl=64 | p50 | 121,565 us | 117,400 us | 103,584 us | +3.5% | 
+17.4% |
   | bs=100 sw=10 sl=64 | p95 | 149,291 us | 159,118 us | 109,097 us | -6.2% | 
+36.8% |
   | bs=100 sw=10 sl=64 | p99 | 149,291 us | 159,118 us | 117,304 us | -6.2% | 
+27.3% |
   | bs=1000 sw=10 sl=64 | throughput | 919 tuples/sec | 937 tuples/sec | 1,004 
tuples/sec | -1.9% | -8.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.561 MB/s | 0.572 MB/s | 0.613 MB/s | -1.9% 
| -8.4% |
   | bs=1000 sw=10 sl=64 | p50 | 1,083,463 us | 1,066,430 us | 1,002,357 us | 
+1.6% | +8.1% |
   | bs=1000 sw=10 sl=64 | p95 | 1,139,503 us | 1,124,801 us | 1,046,463 us | 
+1.3% | +8.9% |
   | bs=1000 sw=10 sl=64 | p99 | 1,139,503 us | 1,124,801 us | 1,073,661 us | 
+1.3% | +6.1% |
   
   </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
   0,10,10,64,20,512.93,200,128000,390,0.238,24719.60,36464.37,36464.37
   1,100,10,64,20,2454.36,2000,1280000,815,0.497,121564.67,149290.87,149290.87
   
2,1000,10,64,20,21753.03,20000,12800000,919,0.561,1083462.81,1139502.72,1139502.72
   ```
   
   </details>
   


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