github-actions[bot] commented on PR #6229:
URL: https://github.com/apache/texera/pull/6229#issuecomment-4904399977

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `40526b8` 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/28869186560)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 408 | 0.249 | 25,315/31,054/31,054 us | 🔴 +16.4% / 
🔴 +102.0% |
   | ⚪ | bs=100 sw=10 sl=64 | 939 | 0.573 | 104,613/135,713/135,713 us | ⚪ 
within ±5% / 🔴 +27.0% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,069 | 0.652 | 933,752/1,068,135/1,068,135 us | 
🔴 +14.4% / ⚪ within ±5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `40526b8` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 408 tuples/sec | 437 tuples/sec | 776.68 
tuples/sec | -6.6% | -47.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.249 MB/s | 0.267 MB/s | 0.474 MB/s | -6.7% | 
-47.5% |
   | bs=10 sw=10 sl=64 | p50 | 25,315 us | 21,756 us | 12,599 us | +16.4% | 
+100.9% |
   | bs=10 sw=10 sl=64 | p95 | 31,054 us | 34,208 us | 15,370 us | -9.2% | 
+102.0% |
   | bs=10 sw=10 sl=64 | p99 | 31,054 us | 34,208 us | 18,723 us | -9.2% | 
+65.9% |
   | bs=100 sw=10 sl=64 | throughput | 939 tuples/sec | 973 tuples/sec | 994.07 
tuples/sec | -3.5% | -5.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.573 MB/s | 0.594 MB/s | 0.607 MB/s | -3.5% | 
-5.6% |
   | bs=100 sw=10 sl=64 | p50 | 104,613 us | 101,922 us | 100,754 us | +2.6% | 
+3.8% |
   | bs=100 sw=10 sl=64 | p95 | 135,713 us | 133,080 us | 106,898 us | +2.0% | 
+27.0% |
   | bs=100 sw=10 sl=64 | p99 | 135,713 us | 133,080 us | 113,210 us | +2.0% | 
+19.9% |
   | bs=1000 sw=10 sl=64 | throughput | 1,069 tuples/sec | 1,115 tuples/sec | 
1,027 tuples/sec | -4.1% | +4.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.652 MB/s | 0.681 MB/s | 0.627 MB/s | -4.3% 
| +4.0% |
   | bs=1000 sw=10 sl=64 | p50 | 933,752 us | 898,732 us | 979,814 us | +3.9% | 
-4.7% |
   | bs=1000 sw=10 sl=64 | p95 | 1,068,135 us | 933,353 us | 1,019,689 us | 
+14.4% | +4.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,068,135 us | 933,353 us | 1,049,906 us | 
+14.4% | +1.7% |
   
   </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
   0,10,10,64,20,490.58,200,128000,408,0.249,25314.55,31054.35,31054.35
   1,100,10,64,20,2129.27,2000,1280000,939,0.573,104613.20,135712.92,135712.92
   
2,1000,10,64,20,18709.24,20000,12800000,1069,0.652,933752.28,1068135.31,1068135.31
   ```
   
   </details>
   


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