github-actions[bot] commented on PR #8835:
URL: https://github.com/apache/texera/pull/8835#issuecomment-5975019870

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 7 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `2082021` 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/37164960198)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 409 | 0.249 | 22,353/39,022/39,022 us | 🔴 +17.0% / 
🔴 +216.3% |
   | 🟢 | bs=100 sw=10 sl=64 | 909 | 0.555 | 106,761/123,607/123,607 us | 🟢 
-11.2% / 🔴 +45.4% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,047 | 0.639 | 949,743/1,109,624/1,109,624 us | 
🔴 +10.7% / 🔴 +35.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `2082021` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 409 tuples/sec | 467 tuples/sec | 1,081 
tuples/sec | -12.4% | -62.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.249 MB/s | 0.285 MB/s | 0.66 MB/s | -12.6% | 
-62.3% |
   | bs=10 sw=10 sl=64 | p50 | 22,353 us | 20,782 us | 9,969 us | +7.6% | 
+124.2% |
   | bs=10 sw=10 sl=64 | p95 | 39,022 us | 33,339 us | 12,335 us | +17.0% | 
+216.3% |
   | bs=10 sw=10 sl=64 | p99 | 39,022 us | 33,339 us | 15,076 us | +17.0% | 
+158.8% |
   | bs=100 sw=10 sl=64 | throughput | 909 tuples/sec | 938 tuples/sec | 1,399 
tuples/sec | -3.1% | -35.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.555 MB/s | 0.572 MB/s | 0.854 MB/s | -3.0% | 
-35.0% |
   | bs=100 sw=10 sl=64 | p50 | 106,761 us | 104,839 us | 79,011 us | +1.8% | 
+35.1% |
   | bs=100 sw=10 sl=64 | p95 | 123,607 us | 139,212 us | 84,990 us | -11.2% | 
+45.4% |
   | bs=100 sw=10 sl=64 | p99 | 123,607 us | 139,212 us | 95,397 us | -11.2% | 
+29.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,047 tuples/sec | 1,058 tuples/sec | 
1,441 tuples/sec | -1.0% | -27.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.639 MB/s | 0.646 MB/s | 0.879 MB/s | -1.1% 
| -27.3% |
   | bs=1000 sw=10 sl=64 | p50 | 949,743 us | 941,141 us | 775,462 us | +0.9% | 
+22.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,109,624 us | 1,002,136 us | 816,402 us | 
+10.7% | +35.9% |
   | bs=1000 sw=10 sl=64 | p99 | 1,109,624 us | 1,002,136 us | 847,453 us | 
+10.7% | +30.9% |
   
   </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
   0,10,10,64,20,489.52,200,128000,409,0.249,22353.23,39022.40,39022.40
   1,100,10,64,20,2199.87,2000,1280000,909,0.555,106760.53,123607.15,123607.15
   
2,1000,10,64,20,19108.43,20000,12800000,1047,0.639,949743.37,1109623.78,1109623.78
   ```
   
   </details>
   


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