github-actions[bot] commented on PR #8907:
URL: https://github.com/apache/texera/pull/8907#issuecomment-6035121130

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 12 worse · ⚪ 3 noise (<±5%) · 0 without baseline
   
   > Compared against main `e2238c4` 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/37600568721)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 362 | 0.221 | 26,539/39,448/39,448 us | 🔴 +12.6% / 
🔴 +191.9% |
   | 🔴 | bs=100 sw=10 sl=64 | 760 | 0.464 | 127,456/177,426/177,426 us | 🔴 
+24.8% / 🔴 +89.2% |
   | 🔴 | bs=1000 sw=10 sl=64 | 905 | 0.552 | 1,102,002/1,196,348/1,196,348 us | 
🔴 +6.4% / 🔴 +32.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `e2238c4` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 362 tuples/sec | 393 tuples/sec | 963.37 
tuples/sec | -7.9% | -62.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.221 MB/s | 0.24 MB/s | 0.588 MB/s | -7.9% | 
-62.4% |
   | bs=10 sw=10 sl=64 | p50 | 26,539 us | 24,967 us | 10,998 us | +6.3% | 
+141.3% |
   | bs=10 sw=10 sl=64 | p95 | 39,448 us | 35,037 us | 13,515 us | +12.6% | 
+191.9% |
   | bs=10 sw=10 sl=64 | p99 | 39,448 us | 35,037 us | 16,850 us | +12.6% | 
+134.1% |
   | bs=100 sw=10 sl=64 | throughput | 760 tuples/sec | 820 tuples/sec | 1,235 
tuples/sec | -7.3% | -38.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.464 MB/s | 0.501 MB/s | 0.754 MB/s | -7.4% | 
-38.5% |
   | bs=100 sw=10 sl=64 | p50 | 127,456 us | 120,278 us | 87,833 us | +6.0% | 
+45.1% |
   | bs=100 sw=10 sl=64 | p95 | 177,426 us | 142,173 us | 93,795 us | +24.8% | 
+89.2% |
   | bs=100 sw=10 sl=64 | p99 | 177,426 us | 142,173 us | 103,718 us | +24.8% | 
+71.1% |
   | bs=1000 sw=10 sl=64 | throughput | 905 tuples/sec | 920 tuples/sec | 1,273 
tuples/sec | -1.6% | -28.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.552 MB/s | 0.561 MB/s | 0.777 MB/s | -1.6% 
| -28.9% |
   | bs=1000 sw=10 sl=64 | p50 | 1,102,002 us | 1,090,880 us | 861,707 us | 
+1.0% | +27.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,196,348 us | 1,124,788 us | 904,523 us | 
+6.4% | +32.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,196,348 us | 1,124,788 us | 931,473 us | 
+6.4% | +28.4% |
   
   </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
   0,10,10,64,20,552.11,200,128000,362,0.221,26539.20,39447.56,39447.56
   1,100,10,64,20,2630.13,2000,1280000,760,0.464,127455.94,177425.90,177425.90
   
2,1000,10,64,20,22111.11,20000,12800000,905,0.552,1102001.53,1196348.18,1196348.18
   ```
   
   </details>
   


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