github-actions[bot] commented on PR #7658:
URL: https://github.com/apache/texera/pull/7658#issuecomment-5289768474

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 2 worse · ⚪ 13 noise (<±5%) · 0 without baseline
   
   > Compared against main `4013ca7` 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/31772137424)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 402 | 0.245 | 23,003/32,911/32,911 us | 🔴 +5.7% / 
🔴 +101.3% |
   | ⚪ | bs=100 sw=10 sl=64 | 802 | 0.49 | 123,062/145,769/145,769 us | ⚪ 
within ±5% / 🔴 +35.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 913 | 0.557 | 1,097,402/1,158,713/1,158,713 us | 
⚪ within ±5% / 🔴 +11.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `4013ca7` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 402 tuples/sec | 420 tuples/sec | 774.89 
tuples/sec | -4.3% | -48.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.245 MB/s | 0.257 MB/s | 0.473 MB/s | -4.7% | 
-48.2% |
   | bs=10 sw=10 sl=64 | p50 | 23,003 us | 23,288 us | 12,738 us | -1.2% | 
+80.6% |
   | bs=10 sw=10 sl=64 | p95 | 32,911 us | 31,136 us | 16,348 us | +5.7% | 
+101.3% |
   | bs=10 sw=10 sl=64 | p99 | 32,911 us | 31,136 us | 18,848 us | +5.7% | 
+74.6% |
   | bs=100 sw=10 sl=64 | throughput | 802 tuples/sec | 817 tuples/sec | 1,005 
tuples/sec | -1.8% | -20.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.49 MB/s | 0.499 MB/s | 0.613 MB/s | -1.8% | 
-20.1% |
   | bs=100 sw=10 sl=64 | p50 | 123,062 us | 120,760 us | 100,970 us | +1.9% | 
+21.9% |
   | bs=100 sw=10 sl=64 | p95 | 145,769 us | 148,494 us | 107,605 us | -1.8% | 
+35.5% |
   | bs=100 sw=10 sl=64 | p99 | 145,769 us | 148,494 us | 116,429 us | -1.8% | 
+25.2% |
   | bs=1000 sw=10 sl=64 | throughput | 913 tuples/sec | 910 tuples/sec | 1,030 
tuples/sec | +0.3% | -11.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.557 MB/s | 0.555 MB/s | 0.629 MB/s | +0.4% 
| -11.4% |
   | bs=1000 sw=10 sl=64 | p50 | 1,097,402 us | 1,095,284 us | 991,433 us | 
+0.2% | +10.7% |
   | bs=1000 sw=10 sl=64 | p95 | 1,158,713 us | 1,135,714 us | 1,036,668 us | 
+2.0% | +11.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,158,713 us | 1,135,714 us | 1,070,470 us | 
+2.0% | +8.2% |
   
   </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
   0,10,10,64,20,497.73,200,128000,402,0.245,23003.37,32910.56,32910.56
   1,100,10,64,20,2492.27,2000,1280000,802,0.490,123061.68,145768.65,145768.65
   
2,1000,10,64,20,21899.92,20000,12800000,913,0.557,1097402.46,1158712.84,1158712.84
   ```
   
   </details>
   


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