github-actions[bot] commented on PR #6971:
URL: https://github.com/apache/texera/pull/6971#issuecomment-5101337067

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 9 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `5040cad` 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/30336805232)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 353 | 0.215 | 27,596/38,666/38,666 us | 🔴 +22.4% / 
🔴 +138.2% |
   | 🔴 | bs=100 sw=10 sl=64 | 758 | 0.463 | 124,915/192,394/192,394 us | 🔴 
+34.1% / 🔴 +77.1% |
   | ⚪ | bs=1000 sw=10 sl=64 | 899 | 0.548 | 1,115,167/1,140,207/1,140,207 us | 
⚪ within ±5% / 🔴 +11.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `5040cad` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 353 tuples/sec | 410 tuples/sec | 767.9 
tuples/sec | -13.9% | -54.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.215 MB/s | 0.25 MB/s | 0.469 MB/s | -14.0% | 
-54.1% |
   | bs=10 sw=10 sl=64 | p50 | 27,596 us | 22,554 us | 12,502 us | +22.4% | 
+120.7% |
   | bs=10 sw=10 sl=64 | p95 | 38,666 us | 35,496 us | 16,234 us | +8.9% | 
+138.2% |
   | bs=10 sw=10 sl=64 | p99 | 38,666 us | 35,496 us | 18,919 us | +8.9% | 
+104.4% |
   | bs=100 sw=10 sl=64 | throughput | 758 tuples/sec | 815 tuples/sec | 974.8 
tuples/sec | -7.0% | -22.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.463 MB/s | 0.497 MB/s | 0.595 MB/s | -6.8% | 
-22.2% |
   | bs=100 sw=10 sl=64 | p50 | 124,915 us | 120,883 us | 102,449 us | +3.3% | 
+21.9% |
   | bs=100 sw=10 sl=64 | p95 | 192,394 us | 143,460 us | 108,652 us | +34.1% | 
+77.1% |
   | bs=100 sw=10 sl=64 | p99 | 192,394 us | 143,460 us | 116,310 us | +34.1% | 
+65.4% |
   | bs=1000 sw=10 sl=64 | throughput | 899 tuples/sec | 895 tuples/sec | 1,004 
tuples/sec | +0.4% | -10.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.548 MB/s | 0.546 MB/s | 0.613 MB/s | +0.4% 
| -10.6% |
   | bs=1000 sw=10 sl=64 | p50 | 1,115,167 us | 1,116,468 us | 999,606 us | 
-0.1% | +11.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,140,207 us | 1,155,929 us | 1,046,770 us | 
-1.4% | +8.9% |
   | bs=1000 sw=10 sl=64 | p99 | 1,140,207 us | 1,155,929 us | 1,076,937 us | 
-1.4% | +5.9% |
   
   </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
   0,10,10,64,20,566.80,200,128000,353,0.215,27596.18,38666.16,38666.16
   1,100,10,64,20,2637.13,2000,1280000,758,0.463,124915.32,192393.68,192393.68
   
2,1000,10,64,20,22258.59,20000,12800000,899,0.548,1115167.28,1140207.37,1140207.37
   ```
   
   </details>
   


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