github-actions[bot] commented on PR #6705:
URL: https://github.com/apache/texera/pull/6705#issuecomment-5029893623

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 1 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `0467c76` 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/29798760609)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 456 | 0.278 | 21,360/29,393/29,393 us | 🟢 -18.1% / 
🔴 +88.0% |
   | 🟢 | bs=100 sw=10 sl=64 | 960 | 0.586 | 103,366/122,010/122,010 us | 🟢 
-30.1% / 🔴 +15.1% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,103 | 0.674 | 901,565/949,125/949,125 us | ⚪ 
within ±5% / 🟢 -9.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `0467c76` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 456 tuples/sec | 468 tuples/sec | 767.23 
tuples/sec | -2.6% | -40.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.278 MB/s | 0.286 MB/s | 0.468 MB/s | -2.8% | 
-40.6% |
   | bs=10 sw=10 sl=64 | p50 | 21,360 us | 19,651 us | 12,705 us | +8.7% | 
+68.1% |
   | bs=10 sw=10 sl=64 | p95 | 29,393 us | 35,877 us | 15,633 us | -18.1% | 
+88.0% |
   | bs=10 sw=10 sl=64 | p99 | 29,393 us | 35,877 us | 20,214 us | -18.1% | 
+45.4% |
   | bs=100 sw=10 sl=64 | throughput | 960 tuples/sec | 965 tuples/sec | 1,001 
tuples/sec | -0.5% | -4.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.586 MB/s | 0.589 MB/s | 0.611 MB/s | -0.5% | 
-4.1% |
   | bs=100 sw=10 sl=64 | p50 | 103,366 us | 98,526 us | 99,949 us | +4.9% | 
+3.4% |
   | bs=100 sw=10 sl=64 | p95 | 122,010 us | 174,467 us | 105,996 us | -30.1% | 
+15.1% |
   | bs=100 sw=10 sl=64 | p99 | 122,010 us | 174,467 us | 117,999 us | -30.1% | 
+3.4% |
   | bs=1000 sw=10 sl=64 | throughput | 1,103 tuples/sec | 1,126 tuples/sec | 
1,033 tuples/sec | -2.0% | +6.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.674 MB/s | 0.687 MB/s | 0.631 MB/s | -1.9% 
| +6.9% |
   | bs=1000 sw=10 sl=64 | p50 | 901,565 us | 890,145 us | 974,571 us | +1.3% | 
-7.5% |
   | bs=1000 sw=10 sl=64 | p95 | 949,125 us | 914,293 us | 1,016,467 us | +3.8% 
| -6.6% |
   | bs=1000 sw=10 sl=64 | p99 | 949,125 us | 914,293 us | 1,048,798 us | +3.8% 
| -9.5% |
   
   </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
   0,10,10,64,20,438.32,200,128000,456,0.278,21360.32,29392.89,29392.89
   1,100,10,64,20,2083.11,2000,1280000,960,0.586,103366.16,122009.72,122009.72
   
2,1000,10,64,20,18124.52,20000,12800000,1103,0.674,901565.45,949124.75,949124.75
   ```
   
   </details>
   


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