github-actions[bot] commented on PR #5815:
URL: https://github.com/apache/texera/pull/5815#issuecomment-4755536894

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 1 worse · ⚪ 12 noise (<±5%) · 0 without baseline
   
   > Compared against main `00b4ea0` 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/27853724492)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 419 | 0.256 | 23,778/34,530/34,530 us | 🔴 +9.6% / 
⚪ within ±5% |
   | 🟢 | bs=100 sw=10 sl=64 | 926 | 0.565 | 106,000/123,682/123,682 us | 🟢 
-16.9% / 🟢 -11.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,110 | 0.677 | 902,522/947,790/947,790 us | ⚪ 
within ±5% / 🟢 -7.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `00b4ea0` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 419 tuples/sec | 432 tuples/sec | 410.82 
tuples/sec | -3.0% | +2.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.256 MB/s | 0.264 MB/s | 0.251 MB/s | -3.0% | 
+2.1% |
   | bs=10 sw=10 sl=64 | p50 | 23,778 us | 21,691 us | 23,785 us | +9.6% | 
-0.0% |
   | bs=10 sw=10 sl=64 | p95 | 34,530 us | 33,676 us | 34,980 us | +2.5% | 
-1.3% |
   | bs=10 sw=10 sl=64 | p99 | 34,530 us | 33,676 us | 34,980 us | +2.5% | 
-1.3% |
   | bs=100 sw=10 sl=64 | throughput | 926 tuples/sec | 923 tuples/sec | 891.94 
tuples/sec | +0.3% | +3.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.565 MB/s | 0.563 MB/s | 0.544 MB/s | +0.4% | 
+3.8% |
   | bs=100 sw=10 sl=64 | p50 | 106,000 us | 104,074 us | 112,277 us | +1.9% | 
-5.6% |
   | bs=100 sw=10 sl=64 | p95 | 123,682 us | 148,798 us | 139,802 us | -16.9% | 
-11.5% |
   | bs=100 sw=10 sl=64 | p99 | 123,682 us | 148,798 us | 139,802 us | -16.9% | 
-11.5% |
   | bs=1000 sw=10 sl=64 | throughput | 1,110 tuples/sec | 1,112 tuples/sec | 
1,041 tuples/sec | -0.2% | +6.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.677 MB/s | 0.679 MB/s | 0.635 MB/s | -0.3% 
| +6.5% |
   | bs=1000 sw=10 sl=64 | p50 | 902,522 us | 892,455 us | 972,714 us | +1.1% | 
-7.2% |
   | bs=1000 sw=10 sl=64 | p95 | 947,790 us | 992,362 us | 1,023,057 us | -4.5% 
| -7.4% |
   | bs=1000 sw=10 sl=64 | p99 | 947,790 us | 992,362 us | 1,023,057 us | -4.5% 
| -7.4% |
   
   </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
   0,10,10,64,20,476.88,200,128000,419,0.256,23778.16,34530.05,34530.05
   1,100,10,64,20,2160.23,2000,1280000,926,0.565,106000.34,123682.12,123682.12
   
2,1000,10,64,20,18019.50,20000,12800000,1110,0.677,902521.94,947790.41,947790.41
   ```
   
   </details>
   


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