github-actions[bot] commented on PR #8918:
URL: https://github.com/apache/texera/pull/8918#issuecomment-6051583052

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 4 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `40b507d` 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/37721276070)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 408 | 0.249 | 23,623/32,448/32,448 us | 🔴 -6.0% / 
🔴 +139.2% |
   | 🔴 | bs=100 sw=10 sl=64 | 878 | 0.536 | 109,409/158,573/158,573 us | 🔴 
+24.4% / 🔴 +68.9% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,031 | 0.629 | 966,075/1,078,404/1,078,404 us | 
⚪ within ±5% / 🔴 -19.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `40b507d` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 408 tuples/sec | 434 tuples/sec | 960.16 
tuples/sec | -6.0% | -57.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.249 MB/s | 0.265 MB/s | 0.586 MB/s | -6.0% | 
-57.5% |
   | bs=10 sw=10 sl=64 | p50 | 23,623 us | 22,770 us | 11,059 us | +3.7% | 
+113.6% |
   | bs=10 sw=10 sl=64 | p95 | 32,448 us | 34,003 us | 13,567 us | -4.6% | 
+139.2% |
   | bs=10 sw=10 sl=64 | p99 | 32,448 us | 34,003 us | 16,824 us | -4.6% | 
+92.9% |
   | bs=100 sw=10 sl=64 | throughput | 878 tuples/sec | 913 tuples/sec | 1,235 
tuples/sec | -3.8% | -28.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.536 MB/s | 0.557 MB/s | 0.754 MB/s | -3.8% | 
-28.9% |
   | bs=100 sw=10 sl=64 | p50 | 109,409 us | 106,688 us | 87,809 us | +2.6% | 
+24.6% |
   | bs=100 sw=10 sl=64 | p95 | 158,573 us | 127,506 us | 93,907 us | +24.4% | 
+68.9% |
   | bs=100 sw=10 sl=64 | p99 | 158,573 us | 127,506 us | 106,076 us | +24.4% | 
+49.5% |
   | bs=1000 sw=10 sl=64 | throughput | 1,031 tuples/sec | 1,030 tuples/sec | 
1,272 tuples/sec | +0.1% | -18.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.629 MB/s | 0.629 MB/s | 0.776 MB/s | 0.0% | 
-19.0% |
   | bs=1000 sw=10 sl=64 | p50 | 966,075 us | 962,236 us | 863,168 us | +0.4% | 
+11.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,078,404 us | 1,049,825 us | 907,700 us | 
+2.7% | +18.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,078,404 us | 1,049,825 us | 933,684 us | 
+2.7% | +15.5% |
   
   </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
   0,10,10,64,20,489.80,200,128000,408,0.249,23622.60,32447.73,32447.73
   1,100,10,64,20,2277.11,2000,1280000,878,0.536,109409.01,158572.88,158572.88
   
2,1000,10,64,20,19399.55,20000,12800000,1031,0.629,966074.85,1078404.07,1078404.07
   ```
   
   </details>
   


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