github-actions[bot] commented on PR #5924:
URL: https://github.com/apache/texera/pull/5924#issuecomment-4785804638

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 9 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `1c580e5` 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/28074457032)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 349 | 0.213 | 26,313/51,226/51,226 us | 🔴 +42.0% / 
🔴 +46.4% |
   | 🔴 | bs=100 sw=10 sl=64 | 865 | 0.528 | 106,982/164,515/164,515 us | 🔴 
+21.6% / 🔴 +17.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,042 | 0.636 | 959,519/989,112/989,112 us | ⚪ 
within ±5% / ⚪ within ±5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `1c580e5` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 349 tuples/sec | 408 tuples/sec | 410.82 
tuples/sec | -14.5% | -15.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.213 MB/s | 0.249 MB/s | 0.251 MB/s | -14.5% | 
-15.1% |
   | bs=10 sw=10 sl=64 | p50 | 26,313 us | 24,580 us | 23,785 us | +7.0% | 
+10.6% |
   | bs=10 sw=10 sl=64 | p95 | 51,226 us | 36,073 us | 34,980 us | +42.0% | 
+46.4% |
   | bs=10 sw=10 sl=64 | p99 | 51,226 us | 36,073 us | 34,980 us | +42.0% | 
+46.4% |
   | bs=100 sw=10 sl=64 | throughput | 865 tuples/sec | 921 tuples/sec | 891.94 
tuples/sec | -6.1% | -3.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.528 MB/s | 0.562 MB/s | 0.544 MB/s | -6.0% | 
-3.0% |
   | bs=100 sw=10 sl=64 | p50 | 106,982 us | 103,519 us | 112,277 us | +3.3% | 
-4.7% |
   | bs=100 sw=10 sl=64 | p95 | 164,515 us | 135,259 us | 139,802 us | +21.6% | 
+17.7% |
   | bs=100 sw=10 sl=64 | p99 | 164,515 us | 135,259 us | 139,802 us | +21.6% | 
+17.7% |
   | bs=1000 sw=10 sl=64 | throughput | 1,042 tuples/sec | 1,061 tuples/sec | 
1,041 tuples/sec | -1.8% | +0.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.636 MB/s | 0.648 MB/s | 0.635 MB/s | -1.9% 
| +0.1% |
   | bs=1000 sw=10 sl=64 | p50 | 959,519 us | 947,155 us | 972,714 us | +1.3% | 
-1.4% |
   | bs=1000 sw=10 sl=64 | p95 | 989,112 us | 971,227 us | 1,023,057 us | +1.8% 
| -3.3% |
   | bs=1000 sw=10 sl=64 | p99 | 989,112 us | 971,227 us | 1,023,057 us | +1.8% 
| -3.3% |
   
   </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
   0,10,10,64,20,573.12,200,128000,349,0.213,26313.21,51225.84,51225.84
   1,100,10,64,20,2311.17,2000,1280000,865,0.528,106982.12,164515.48,164515.48
   
2,1000,10,64,20,19197.77,20000,12800000,1042,0.636,959518.58,989111.61,989111.61
   ```
   
   </details>
   


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