github-actions[bot] commented on PR #7609:
URL: https://github.com/apache/texera/pull/7609#issuecomment-5274319591

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 7 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `c35bdb1` 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/31653608990)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 415 | 0.253 | 24,144/29,247/29,247 us | 🔴 +14.4% / 
🔴 +89.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 809 | 0.494 | 121,207/157,506/157,506 us | 🔴 
+16.2% / 🔴 +45.6% |
   | ⚪ | bs=1000 sw=10 sl=64 | 933 | 0.569 | 1,075,125/1,115,024/1,115,024 us | 
⚪ within ±5% / 🔴 -9.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `c35bdb1` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 415 tuples/sec | 458 tuples/sec | 775.33 
tuples/sec | -9.4% | -46.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.253 MB/s | 0.28 MB/s | 0.473 MB/s | -9.6% | 
-46.5% |
   | bs=10 sw=10 sl=64 | p50 | 24,144 us | 21,097 us | 12,743 us | +14.4% | 
+89.5% |
   | bs=10 sw=10 sl=64 | p95 | 29,247 us | 32,651 us | 16,310 us | -10.4% | 
+79.3% |
   | bs=10 sw=10 sl=64 | p99 | 29,247 us | 32,651 us | 18,926 us | -10.4% | 
+54.5% |
   | bs=100 sw=10 sl=64 | throughput | 809 tuples/sec | 853 tuples/sec | 1,001 
tuples/sec | -5.2% | -19.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.494 MB/s | 0.521 MB/s | 0.611 MB/s | -5.2% | 
-19.1% |
   | bs=100 sw=10 sl=64 | p50 | 121,207 us | 116,089 us | 101,399 us | +4.4% | 
+19.5% |
   | bs=100 sw=10 sl=64 | p95 | 157,506 us | 135,585 us | 108,206 us | +16.2% | 
+45.6% |
   | bs=100 sw=10 sl=64 | p99 | 157,506 us | 135,585 us | 118,195 us | +16.2% | 
+33.3% |
   | bs=1000 sw=10 sl=64 | throughput | 933 tuples/sec | 941 tuples/sec | 1,026 
tuples/sec | -0.9% | -9.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.569 MB/s | 0.575 MB/s | 0.626 MB/s | -1.0% 
| -9.2% |
   | bs=1000 sw=10 sl=64 | p50 | 1,075,125 us | 1,061,678 us | 996,304 us | 
+1.3% | +7.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,115,024 us | 1,113,279 us | 1,042,531 us | 
+0.2% | +7.0% |
   | bs=1000 sw=10 sl=64 | p99 | 1,115,024 us | 1,113,279 us | 1,074,934 us | 
+0.2% | +3.7% |
   
   </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
   0,10,10,64,20,481.67,200,128000,415,0.253,24143.68,29247.33,29247.33
   1,100,10,64,20,2473.04,2000,1280000,809,0.494,121207.05,157505.66,157505.66
   
2,1000,10,64,20,21443.88,20000,12800000,933,0.569,1075124.78,1115024.33,1115024.33
   ```
   
   </details>
   


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