github-actions[bot] commented on PR #8630:
URL: https://github.com/apache/texera/pull/8630#issuecomment-5765524862

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 11 worse · ⚪ 4 noise (<±5%) · 0 without baseline
   
   > Compared against main `279e12b` 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/35634987701)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 633 | 0.386 | 13,791/24,838/24,838 us | 🔴 +26.0% / 
🔴 +59.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,530 | 0.934 | 62,637/93,376/93,376 us | 🔴 
+20.3% / 🟢 +54.2% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,901 | 1.16 | 517,341/626,830/626,830 us | 🔴 
+12.0% / 🟢 +85.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `279e12b` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 633 tuples/sec | 735 tuples/sec | 775.4 
tuples/sec | -13.9% | -18.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.386 MB/s | 0.449 MB/s | 0.473 MB/s | -14.0% | 
-18.4% |
   | bs=10 sw=10 sl=64 | p50 | 13,791 us | 13,386 us | 12,716 us | +3.0% | 
+8.4% |
   | bs=10 sw=10 sl=64 | p95 | 24,838 us | 19,710 us | 15,572 us | +26.0% | 
+59.5% |
   | bs=10 sw=10 sl=64 | p99 | 24,838 us | 19,710 us | 19,527 us | +26.0% | 
+27.2% |
   | bs=100 sw=10 sl=64 | throughput | 1,530 tuples/sec | 1,702 tuples/sec | 
992.44 tuples/sec | -10.1% | +54.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.934 MB/s | 1.039 MB/s | 0.606 MB/s | -10.1% 
| +54.2% |
   | bs=100 sw=10 sl=64 | p50 | 62,637 us | 57,287 us | 102,140 us | +9.3% | 
-38.7% |
   | bs=100 sw=10 sl=64 | p95 | 93,376 us | 77,640 us | 108,282 us | +20.3% | 
-13.8% |
   | bs=100 sw=10 sl=64 | p99 | 93,376 us | 77,640 us | 118,936 us | +20.3% | 
-21.5% |
   | bs=1000 sw=10 sl=64 | throughput | 1,901 tuples/sec | 1,978 tuples/sec | 
1,023 tuples/sec | -3.9% | +85.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 1.16 MB/s | 1.207 MB/s | 0.624 MB/s | -3.9% | 
+85.8% |
   | bs=1000 sw=10 sl=64 | p50 | 517,341 us | 503,807 us | 998,263 us | +2.7% | 
-48.2% |
   | bs=1000 sw=10 sl=64 | p95 | 626,830 us | 559,666 us | 1,036,365 us | 
+12.0% | -39.5% |
   | bs=1000 sw=10 sl=64 | p99 | 626,830 us | 559,666 us | 1,064,941 us | 
+12.0% | -41.1% |
   
   </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
   0,10,10,64,20,316.06,200,128000,633,0.386,13790.55,24838.40,24838.40
   1,100,10,64,20,1307.38,2000,1280000,1530,0.934,62636.72,93376.06,93376.06
   
2,1000,10,64,20,10520.15,20000,12800000,1901,1.160,517341.34,626830.24,626830.24
   ```
   
   </details>
   


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