github-actions[bot] commented on PR #8509:
URL: https://github.com/apache/texera/pull/8509#issuecomment-5660815327

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `fd09f20` 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/34818618150)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 618 | 0.377 | 15,698/24,269/24,269 us | 🔴 +8.0% / 
🔴 +65.2% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,344 | 0.82 | 73,897/104,072/104,072 us | 🔴 
+14.3% / 🟢 +22.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,516 | 0.925 | 655,784/726,392/726,392 us | ⚪ 
within ±5% / 🟢 +34.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `fd09f20` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 618 tuples/sec | 667 tuples/sec | 838.23 
tuples/sec | -7.3% | -26.3% |
   | bs=10 sw=10 sl=64 | MB/s | 0.377 MB/s | 0.407 MB/s | 0.512 MB/s | -7.4% | 
-26.3% |
   | bs=10 sw=10 sl=64 | p50 | 15,698 us | 14,533 us | 11,878 us | +8.0% | 
+32.2% |
   | bs=10 sw=10 sl=64 | p95 | 24,269 us | 25,493 us | 14,690 us | -4.8% | 
+65.2% |
   | bs=10 sw=10 sl=64 | p99 | 24,269 us | 25,493 us | 18,483 us | -4.8% | 
+31.3% |
   | bs=100 sw=10 sl=64 | throughput | 1,344 tuples/sec | 1,360 tuples/sec | 
1,095 tuples/sec | -1.2% | +22.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.82 MB/s | 0.83 MB/s | 0.668 MB/s | -1.2% | 
+22.7% |
   | bs=100 sw=10 sl=64 | p50 | 73,897 us | 72,222 us | 92,901 us | +2.3% | 
-20.5% |
   | bs=100 sw=10 sl=64 | p95 | 104,072 us | 91,055 us | 99,480 us | +14.3% | 
+4.6% |
   | bs=100 sw=10 sl=64 | p99 | 104,072 us | 91,055 us | 112,580 us | +14.3% | 
-7.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,516 tuples/sec | 1,519 tuples/sec | 
1,126 tuples/sec | -0.2% | +34.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.925 MB/s | 0.927 MB/s | 0.687 MB/s | -0.2% 
| +34.6% |
   | bs=1000 sw=10 sl=64 | p50 | 655,784 us | 660,127 us | 912,010 us | -0.7% | 
-28.1% |
   | bs=1000 sw=10 sl=64 | p95 | 726,392 us | 695,996 us | 950,922 us | +4.4% | 
-23.6% |
   | bs=1000 sw=10 sl=64 | p99 | 726,392 us | 695,996 us | 983,333 us | +4.4% | 
-26.1% |
   
   </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
   0,10,10,64,20,323.61,200,128000,618,0.377,15698.30,24269.12,24269.12
   1,100,10,64,20,1487.96,2000,1280000,1344,0.820,73897.11,104071.90,104071.90
   
2,1000,10,64,20,13196.61,20000,12800000,1516,0.925,655783.60,726391.66,726391.66
   ```
   
   </details>
   


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