github-actions[bot] commented on PR #8396:
URL: https://github.com/apache/texera/pull/8396#issuecomment-5535932166

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 7 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `1cbe857` 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/33838824913)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 545 | 0.333 | 17,093/27,227/27,227 us | 🔴 +20.9% / 
🔴 +70.4% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,193 | 0.728 | 82,622/116,312/116,312 us | 🔴 
+16.4% / 🟢 +22.2% |
   | 🟢 | bs=1000 sw=10 sl=64 | 1,418 | 0.866 | 702,938/793,290/793,290 us | 🟢 
-6.7% / 🟢 +41.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `1cbe857` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 545 tuples/sec | 640 tuples/sec | 755.36 
tuples/sec | -14.8% | -27.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.333 MB/s | 0.39 MB/s | 0.461 MB/s | -14.6% | 
-27.8% |
   | bs=10 sw=10 sl=64 | p50 | 17,093 us | 14,138 us | 12,938 us | +20.9% | 
+32.1% |
   | bs=10 sw=10 sl=64 | p95 | 27,227 us | 25,017 us | 15,980 us | +8.8% | 
+70.4% |
   | bs=10 sw=10 sl=64 | p99 | 27,227 us | 25,017 us | 19,233 us | +8.8% | 
+41.6% |
   | bs=100 sw=10 sl=64 | throughput | 1,193 tuples/sec | 1,218 tuples/sec | 
976.3 tuples/sec | -2.1% | +22.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.728 MB/s | 0.743 MB/s | 0.596 MB/s | -2.0% | 
+22.2% |
   | bs=100 sw=10 sl=64 | p50 | 82,622 us | 79,797 us | 102,340 us | +3.5% | 
-19.3% |
   | bs=100 sw=10 sl=64 | p95 | 116,312 us | 99,915 us | 109,262 us | +16.4% | 
+6.5% |
   | bs=100 sw=10 sl=64 | p99 | 116,312 us | 99,915 us | 118,827 us | +16.4% | 
-2.1% |
   | bs=1000 sw=10 sl=64 | throughput | 1,418 tuples/sec | 1,403 tuples/sec | 
1,006 tuples/sec | +1.1% | +40.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.866 MB/s | 0.856 MB/s | 0.614 MB/s | +1.2% 
| +41.0% |
   | bs=1000 sw=10 sl=64 | p50 | 702,938 us | 698,287 us | 999,855 us | +0.7% | 
-29.7% |
   | bs=1000 sw=10 sl=64 | p95 | 793,290 us | 850,512 us | 1,042,833 us | -6.7% 
| -23.9% |
   | bs=1000 sw=10 sl=64 | p99 | 793,290 us | 850,512 us | 1,070,722 us | -6.7% 
| -25.9% |
   
   </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
   0,10,10,64,20,366.79,200,128000,545,0.333,17092.54,27226.66,27226.66
   1,100,10,64,20,1675.97,2000,1280000,1193,0.728,82621.86,116312.21,116312.21
   
2,1000,10,64,20,14100.57,20000,12800000,1418,0.866,702937.89,793290.01,793290.01
   ```
   
   </details>
   


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