github-actions[bot] commented on PR #7154:
URL: https://github.com/apache/texera/pull/7154#issuecomment-5139151190

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 8 worse · ⚪ 5 noise (<±5%) · 0 without baseline
   
   > Compared against main `91ed98d` 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/30603079095)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 482 | 0.294 | 19,607/31,851/31,851 us | 🔴 -11.7% / 
🔴 +101.8% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,205 | 0.735 | 82,690/95,488/95,488 us | 🔴 +5.9% 
/ 🟢 +24.0% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,412 | 0.862 | 708,136/816,625/816,625 us | 🔴 
+10.7% / 🟢 +41.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `91ed98d` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 482 tuples/sec | 546 tuples/sec | 771.62 
tuples/sec | -11.7% | -37.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.294 MB/s | 0.333 MB/s | 0.471 MB/s | -11.7% | 
-37.6% |
   | bs=10 sw=10 sl=64 | p50 | 19,607 us | 17,611 us | 12,626 us | +11.3% | 
+55.3% |
   | bs=10 sw=10 sl=64 | p95 | 31,851 us | 29,347 us | 15,786 us | +8.5% | 
+101.8% |
   | bs=10 sw=10 sl=64 | p99 | 31,851 us | 29,347 us | 19,344 us | +8.5% | 
+64.7% |
   | bs=100 sw=10 sl=64 | throughput | 1,205 tuples/sec | 1,248 tuples/sec | 
971.56 tuples/sec | -3.4% | +24.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.735 MB/s | 0.762 MB/s | 0.593 MB/s | -3.5% | 
+23.9% |
   | bs=100 sw=10 sl=64 | p50 | 82,690 us | 78,118 us | 103,463 us | +5.9% | 
-20.1% |
   | bs=100 sw=10 sl=64 | p95 | 95,488 us | 101,167 us | 110,296 us | -5.6% | 
-13.4% |
   | bs=100 sw=10 sl=64 | p99 | 95,488 us | 101,167 us | 118,690 us | -5.6% | 
-19.5% |
   | bs=1000 sw=10 sl=64 | throughput | 1,412 tuples/sec | 1,436 tuples/sec | 
1,001 tuples/sec | -1.7% | +41.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.862 MB/s | 0.877 MB/s | 0.611 MB/s | -1.7% 
| +41.0% |
   | bs=1000 sw=10 sl=64 | p50 | 708,136 us | 693,809 us | 1,008,988 us | +2.1% 
| -29.8% |
   | bs=1000 sw=10 sl=64 | p95 | 816,625 us | 737,789 us | 1,055,260 us | 
+10.7% | -22.6% |
   | bs=1000 sw=10 sl=64 | p99 | 816,625 us | 737,789 us | 1,074,689 us | 
+10.7% | -24.0% |
   
   </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
   0,10,10,64,20,415.22,200,128000,482,0.294,19606.70,31851.31,31851.31
   1,100,10,64,20,1660.01,2000,1280000,1205,0.735,82689.96,95487.88,95487.88
   
2,1000,10,64,20,14162.85,20000,12800000,1412,0.862,708136.25,816624.84,816624.84
   ```
   
   </details>
   


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