github-actions[bot] commented on PR #7223:
URL: https://github.com/apache/texera/pull/7223#issuecomment-5150199245

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 3 better · 🔴 7 worse · ⚪ 5 noise (<±5%) · 0 without baseline
   
   > Compared against main `050c226` 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/30687715438)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 395 | 0.241 | 24,406/31,375/31,375 us | 🟢 -13.8% / 
🔴 +93.7% |
   | 🔴 | bs=100 sw=10 sl=64 | 781 | 0.477 | 126,193/154,129/154,129 us | 🔴 
+20.0% / 🔴 +39.1% |
   | 🔴 | bs=1000 sw=10 sl=64 | 899 | 0.549 | 1,104,523/1,240,339/1,240,339 us | 
🔴 +8.9% / 🔴 +16.7% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `050c226` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 395 tuples/sec | 382 tuples/sec | 765.25 
tuples/sec | +3.4% | -48.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.241 MB/s | 0.233 MB/s | 0.467 MB/s | +3.4% | 
-48.4% |
   | bs=10 sw=10 sl=64 | p50 | 24,406 us | 25,778 us | 12,703 us | -5.3% | 
+92.1% |
   | bs=10 sw=10 sl=64 | p95 | 31,375 us | 36,414 us | 16,199 us | -13.8% | 
+93.7% |
   | bs=10 sw=10 sl=64 | p99 | 31,375 us | 36,414 us | 19,557 us | -13.8% | 
+60.4% |
   | bs=100 sw=10 sl=64 | throughput | 781 tuples/sec | 831 tuples/sec | 965.22 
tuples/sec | -6.0% | -19.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.477 MB/s | 0.507 MB/s | 0.589 MB/s | -5.9% | 
-19.0% |
   | bs=100 sw=10 sl=64 | p50 | 126,193 us | 120,002 us | 103,830 us | +5.2% | 
+21.5% |
   | bs=100 sw=10 sl=64 | p95 | 154,129 us | 128,436 us | 110,778 us | +20.0% | 
+39.1% |
   | bs=100 sw=10 sl=64 | p99 | 154,129 us | 128,436 us | 118,713 us | +20.0% | 
+29.8% |
   | bs=1000 sw=10 sl=64 | throughput | 899 tuples/sec | 915 tuples/sec | 
992.33 tuples/sec | -1.7% | -9.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.549 MB/s | 0.558 MB/s | 0.606 MB/s | -1.6% 
| -9.4% |
   | bs=1000 sw=10 sl=64 | p50 | 1,104,523 us | 1,090,186 us | 1,016,959 us | 
+1.3% | +8.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,240,339 us | 1,138,838 us | 1,062,501 us | 
+8.9% | +16.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,240,339 us | 1,138,838 us | 1,082,611 us | 
+8.9% | +14.6% |
   
   </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
   0,10,10,64,20,505.91,200,128000,395,0.241,24406.02,31374.64,31374.64
   1,100,10,64,20,2560.74,2000,1280000,781,0.477,126193.41,154128.50,154128.50
   
2,1000,10,64,20,22240.96,20000,12800000,899,0.549,1104522.74,1240339.11,1240339.11
   ```
   
   </details>
   


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