github-actions[bot] commented on PR #8640:
URL: https://github.com/apache/texera/pull/8640#issuecomment-6050661906

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 2 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `40b507d` 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/37715510948)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 513 | 0.313 | 19,156/24,112/24,112 us | 🟢 -10.0% / 
🔴 +77.7% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,030 | 0.628 | 95,752/137,401/137,401 us | 🔴 
+28.8% / 🔴 +46.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,197 | 0.731 | 831,698/886,680/886,680 us | ⚪ 
within ±5% / 🔴 -5.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `40b507d` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 513 tuples/sec | 522 tuples/sec | 960.16 
tuples/sec | -1.7% | -46.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.313 MB/s | 0.318 MB/s | 0.586 MB/s | -1.6% | 
-46.6% |
   | bs=10 sw=10 sl=64 | p50 | 19,156 us | 19,761 us | 11,059 us | -3.1% | 
+73.2% |
   | bs=10 sw=10 sl=64 | p95 | 24,112 us | 26,802 us | 13,567 us | -10.0% | 
+77.7% |
   | bs=10 sw=10 sl=64 | p99 | 24,112 us | 26,802 us | 16,824 us | -10.0% | 
+43.3% |
   | bs=100 sw=10 sl=64 | throughput | 1,030 tuples/sec | 1,062 tuples/sec | 
1,235 tuples/sec | -3.0% | -16.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.628 MB/s | 0.648 MB/s | 0.754 MB/s | -3.1% | 
-16.7% |
   | bs=100 sw=10 sl=64 | p50 | 95,752 us | 93,601 us | 87,809 us | +2.3% | 
+9.0% |
   | bs=100 sw=10 sl=64 | p95 | 137,401 us | 106,694 us | 93,907 us | +28.8% | 
+46.3% |
   | bs=100 sw=10 sl=64 | p99 | 137,401 us | 106,694 us | 106,076 us | +28.8% | 
+29.5% |
   | bs=1000 sw=10 sl=64 | throughput | 1,197 tuples/sec | 1,201 tuples/sec | 
1,272 tuples/sec | -0.3% | -5.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.731 MB/s | 0.733 MB/s | 0.776 MB/s | -0.3% 
| -5.8% |
   | bs=1000 sw=10 sl=64 | p50 | 831,698 us | 834,736 us | 863,168 us | -0.4% | 
-3.6% |
   | bs=1000 sw=10 sl=64 | p95 | 886,680 us | 873,940 us | 907,700 us | +1.5% | 
-2.3% |
   | bs=1000 sw=10 sl=64 | p99 | 886,680 us | 873,940 us | 933,684 us | +1.5% | 
-5.0% |
   
   </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
   0,10,10,64,20,389.56,200,128000,513,0.313,19156.48,24111.52,24111.52
   1,100,10,64,20,1942.32,2000,1280000,1030,0.628,95752.43,137401.07,137401.07
   
2,1000,10,64,20,16709.23,20000,12800000,1197,0.731,831698.11,886679.74,886679.74
   ```
   
   </details>
   


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