github-actions[bot] commented on PR #6641:
URL: https://github.com/apache/texera/pull/6641#issuecomment-5027534877

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 4 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `f14cd39` 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/29780568537)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 446 | 0.272 | 21,986/31,361/31,361 us | 🟢 -9.6% / 
🔴 +100.6% |
   | 🔴 | bs=100 sw=10 sl=64 | 922 | 0.563 | 106,988/149,606/149,606 us | 🔴 
+25.9% / 🔴 +41.1% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,088 | 0.664 | 917,901/963,535/963,535 us | ⚪ 
within ±5% / 🟢 -8.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `f14cd39` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 446 tuples/sec | 440 tuples/sec | 767.23 
tuples/sec | +1.4% | -41.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.272 MB/s | 0.268 MB/s | 0.468 MB/s | +1.5% | 
-41.9% |
   | bs=10 sw=10 sl=64 | p50 | 21,986 us | 21,317 us | 12,705 us | +3.1% | 
+73.1% |
   | bs=10 sw=10 sl=64 | p95 | 31,361 us | 34,704 us | 15,633 us | -9.6% | 
+100.6% |
   | bs=10 sw=10 sl=64 | p99 | 31,361 us | 34,704 us | 20,214 us | -9.6% | 
+55.1% |
   | bs=100 sw=10 sl=64 | throughput | 922 tuples/sec | 974 tuples/sec | 1,001 
tuples/sec | -5.3% | -7.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.563 MB/s | 0.594 MB/s | 0.611 MB/s | -5.2% | 
-7.9% |
   | bs=100 sw=10 sl=64 | p50 | 106,988 us | 103,297 us | 99,949 us | +3.6% | 
+7.0% |
   | bs=100 sw=10 sl=64 | p95 | 149,606 us | 118,790 us | 105,996 us | +25.9% | 
+41.1% |
   | bs=100 sw=10 sl=64 | p99 | 149,606 us | 118,790 us | 117,999 us | +25.9% | 
+26.8% |
   | bs=1000 sw=10 sl=64 | throughput | 1,088 tuples/sec | 1,092 tuples/sec | 
1,033 tuples/sec | -0.4% | +5.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.664 MB/s | 0.667 MB/s | 0.631 MB/s | -0.4% 
| +5.3% |
   | bs=1000 sw=10 sl=64 | p50 | 917,901 us | 919,112 us | 974,571 us | -0.1% | 
-5.8% |
   | bs=1000 sw=10 sl=64 | p95 | 963,535 us | 968,369 us | 1,016,467 us | -0.5% 
| -5.2% |
   | bs=1000 sw=10 sl=64 | p99 | 963,535 us | 968,369 us | 1,048,798 us | -0.5% 
| -8.1% |
   
   </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
   0,10,10,64,20,448.51,200,128000,446,0.272,21986.36,31360.70,31360.70
   1,100,10,64,20,2169.28,2000,1280000,922,0.563,106987.89,149606.46,149606.46
   
2,1000,10,64,20,18381.66,20000,12800000,1088,0.664,917900.95,963534.78,963534.78
   ```
   
   </details>
   


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