github-actions[bot] commented on PR #6897:
URL: https://github.com/apache/texera/pull/6897#issuecomment-5080503862

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 6 better · 🔴 4 worse · ⚪ 5 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/30174004149)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 644 | 0.393 | 15,660/18,388/18,388 us | 🟢 -20.4% / 
🔴 +22.2% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,315 | 0.803 | 75,582/99,481/99,481 us | 🟢 
-14.9% / 🟢 +35.7% |
   | 🟢 | bs=1000 sw=10 sl=64 | 1,599 | 0.976 | 624,123/659,629/659,629 us | 🟢 
-5.8% / 🟢 +59.3% |
   
   <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 | 644 tuples/sec | 683 tuples/sec | 754.55 
tuples/sec | -5.7% | -14.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.393 MB/s | 0.417 MB/s | 0.461 MB/s | -5.8% | 
-14.7% |
   | bs=10 sw=10 sl=64 | p50 | 15,660 us | 14,754 us | 12,816 us | +6.1% | 
+22.2% |
   | bs=10 sw=10 sl=64 | p95 | 18,388 us | 23,087 us | 16,594 us | -20.4% | 
+10.8% |
   | bs=10 sw=10 sl=64 | p99 | 18,388 us | 23,087 us | 19,806 us | -20.4% | 
-7.2% |
   | bs=100 sw=10 sl=64 | throughput | 1,315 tuples/sec | 1,366 tuples/sec | 
969.38 tuples/sec | -3.7% | +35.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.803 MB/s | 0.834 MB/s | 0.592 MB/s | -3.7% | 
+35.7% |
   | bs=100 sw=10 sl=64 | p50 | 75,582 us | 68,800 us | 103,584 us | +9.9% | 
-27.0% |
   | bs=100 sw=10 sl=64 | p95 | 99,481 us | 116,853 us | 109,097 us | -14.9% | 
-8.8% |
   | bs=100 sw=10 sl=64 | p99 | 99,481 us | 116,853 us | 117,304 us | -14.9% | 
-15.2% |
   | bs=1000 sw=10 sl=64 | throughput | 1,599 tuples/sec | 1,613 tuples/sec | 
1,004 tuples/sec | -0.9% | +59.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.976 MB/s | 0.985 MB/s | 0.613 MB/s | -0.9% 
| +59.3% |
   | bs=1000 sw=10 sl=64 | p50 | 624,123 us | 614,996 us | 1,002,357 us | +1.5% 
| -37.7% |
   | bs=1000 sw=10 sl=64 | p95 | 659,629 us | 699,890 us | 1,046,463 us | -5.8% 
| -37.0% |
   | bs=1000 sw=10 sl=64 | p99 | 659,629 us | 699,890 us | 1,073,661 us | -5.8% 
| -38.6% |
   
   </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
   0,10,10,64,20,310.69,200,128000,644,0.393,15660.20,18388.07,18388.07
   1,100,10,64,20,1520.35,2000,1280000,1315,0.803,75581.87,99481.33,99481.33
   
2,1000,10,64,20,12506.48,20000,12800000,1599,0.976,624122.59,659629.12,659629.12
   ```
   
   </details>
   


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