github-actions[bot] commented on PR #6709:
URL: https://github.com/apache/texera/pull/6709#issuecomment-5034578249

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 4 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `0467c76` 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/29833653200)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 373 | 0.227 | 24,863/40,583/40,583 us | 🔴 +12.9% / 
🔴 +156.6% |
   | ⚪ | bs=100 sw=10 sl=64 | 801 | 0.489 | 122,781/151,238/151,238 us | ⚪ 
within ±5% / 🔴 +44.0% |
   | ⚪ | bs=1000 sw=10 sl=64 | 911 | 0.556 | 1,103,324/1,154,333/1,154,333 us | 
⚪ within ±5% / 🔴 +14.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `0467c76` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 373 tuples/sec | 393 tuples/sec | 769.76 
tuples/sec | -5.1% | -51.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.227 MB/s | 0.24 MB/s | 0.47 MB/s | -5.4% | 
-51.7% |
   | bs=10 sw=10 sl=64 | p50 | 24,863 us | 24,813 us | 12,663 us | +0.2% | 
+96.3% |
   | bs=10 sw=10 sl=64 | p95 | 40,583 us | 35,944 us | 15,813 us | +12.9% | 
+156.6% |
   | bs=10 sw=10 sl=64 | p99 | 40,583 us | 35,944 us | 19,001 us | +12.9% | 
+113.6% |
   | bs=100 sw=10 sl=64 | throughput | 801 tuples/sec | 811 tuples/sec | 1,009 
tuples/sec | -1.2% | -20.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.489 MB/s | 0.495 MB/s | 0.616 MB/s | -1.2% | 
-20.6% |
   | bs=100 sw=10 sl=64 | p50 | 122,781 us | 120,718 us | 99,444 us | +1.7% | 
+23.5% |
   | bs=100 sw=10 sl=64 | p95 | 151,238 us | 150,153 us | 105,012 us | +0.7% | 
+44.0% |
   | bs=100 sw=10 sl=64 | p99 | 151,238 us | 150,153 us | 116,467 us | +0.7% | 
+29.9% |
   | bs=1000 sw=10 sl=64 | throughput | 911 tuples/sec | 905 tuples/sec | 1,044 
tuples/sec | +0.7% | -12.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.556 MB/s | 0.552 MB/s | 0.637 MB/s | +0.7% 
| -12.8% |
   | bs=1000 sw=10 sl=64 | p50 | 1,103,324 us | 1,107,137 us | 964,034 us | 
-0.3% | +14.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,154,333 us | 1,149,287 us | 1,007,497 us | 
+0.4% | +14.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,154,333 us | 1,149,287 us | 1,040,936 us | 
+0.4% | +10.9% |
   
   </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
   0,10,10,64,20,536.70,200,128000,373,0.227,24862.77,40582.55,40582.55
   1,100,10,64,20,2497.75,2000,1280000,801,0.489,122781.33,151238.23,151238.23
   
2,1000,10,64,20,21951.21,20000,12800000,911,0.556,1103323.83,1154332.69,1154332.69
   ```
   
   </details>
   


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