github-actions[bot] commented on PR #9029:
URL: https://github.com/apache/texera/pull/9029#issuecomment-6380176327

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `6cfcfb1` 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/40064554593)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 557 | 0.34 | 17,653/24,928/24,928 us | 🔴 +19.1% / 
🔴 +76.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,582 | 0.966 | 59,431/93,392/93,392 us | 🔴 +6.0% 
/ 🟢 -29.0% |
   | ⚪ | bs=1000 sw=10 sl=64 | 2,000 | 1.221 | 492,489/595,923/595,923 us | ⚪ 
within ±5% / 🟢 +51.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `6cfcfb1` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 557 tuples/sec | 606 tuples/sec | 968.33 
tuples/sec | -8.1% | -42.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.34 MB/s | 0.37 MB/s | 0.591 MB/s | -8.1% | 
-42.5% |
   | bs=10 sw=10 sl=64 | p50 | 17,653 us | 14,827 us | 10,646 us | +19.1% | 
+65.8% |
   | bs=10 sw=10 sl=64 | p95 | 24,928 us | 26,346 us | 14,120 us | -5.4% | 
+76.5% |
   | bs=10 sw=10 sl=64 | p99 | 24,928 us | 26,346 us | 16,498 us | -5.4% | 
+51.1% |
   | bs=100 sw=10 sl=64 | throughput | 1,582 tuples/sec | 1,530 tuples/sec | 
1,252 tuples/sec | +3.4% | +26.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.966 MB/s | 0.934 MB/s | 0.764 MB/s | +3.4% | 
+26.4% |
   | bs=100 sw=10 sl=64 | p50 | 59,431 us | 61,863 us | 83,736 us | -3.9% | 
-29.0% |
   | bs=100 sw=10 sl=64 | p95 | 93,392 us | 88,103 us | 92,464 us | +6.0% | 
+1.0% |
   | bs=100 sw=10 sl=64 | p99 | 93,392 us | 88,103 us | 108,561 us | +6.0% | 
-14.0% |
   | bs=1000 sw=10 sl=64 | throughput | 2,000 tuples/sec | 1,970 tuples/sec | 
1,321 tuples/sec | +1.5% | +51.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 1.221 MB/s | 1.203 MB/s | 0.806 MB/s | +1.5% 
| +51.5% |
   | bs=1000 sw=10 sl=64 | p50 | 492,489 us | 497,544 us | 811,260 us | -1.0% | 
-39.3% |
   | bs=1000 sw=10 sl=64 | p95 | 595,923 us | 617,276 us | 847,636 us | -3.5% | 
-29.7% |
   | bs=1000 sw=10 sl=64 | p99 | 595,923 us | 617,276 us | 879,277 us | -3.5% | 
-32.2% |
   
   </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
   0,10,10,64,20,359.27,200,128000,557,0.340,17653.43,24927.89,24927.89
   1,100,10,64,20,1263.95,2000,1280000,1582,0.966,59430.61,93392.39,93392.39
   
2,1000,10,64,20,9999.32,20000,12800000,2000,1.221,492488.54,595922.96,595922.96
   ```
   
   </details>
   


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