github-actions[bot] commented on PR #6052:
URL: https://github.com/apache/texera/pull/6052#issuecomment-4860652192

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 3 worse · ⚪ 12 noise (<±5%) · 0 without baseline
   
   > Compared against main `a1a7eb0` 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/28552640616)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 373 | 0.227 | 25,445/37,370/37,370 us | 🔴 +11.3% / 
🔴 +152.8% |
   | ⚪ | bs=100 sw=10 sl=64 | 791 | 0.483 | 126,019/149,361/149,361 us | ⚪ 
within ±5% / 🔴 +39.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 905 | 0.552 | 1,107,648/1,158,898/1,158,898 us | 
⚪ within ±5% / 🔴 +13.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `a1a7eb0` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 373 tuples/sec | 405 tuples/sec | 786.27 
tuples/sec | -7.9% | -52.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.227 MB/s | 0.247 MB/s | 0.48 MB/s | -8.1% | 
-52.7% |
   | bs=10 sw=10 sl=64 | p50 | 25,445 us | 22,868 us | 12,495 us | +11.3% | 
+103.6% |
   | bs=10 sw=10 sl=64 | p95 | 37,370 us | 36,405 us | 14,784 us | +2.7% | 
+152.8% |
   | bs=10 sw=10 sl=64 | p99 | 37,370 us | 36,405 us | 18,468 us | +2.7% | 
+102.4% |
   | bs=100 sw=10 sl=64 | throughput | 791 tuples/sec | 802 tuples/sec | 991.49 
tuples/sec | -1.4% | -20.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.483 MB/s | 0.489 MB/s | 0.605 MB/s | -1.2% | 
-20.2% |
   | bs=100 sw=10 sl=64 | p50 | 126,019 us | 123,079 us | 100,929 us | +2.4% | 
+24.9% |
   | bs=100 sw=10 sl=64 | p95 | 149,361 us | 143,243 us | 106,894 us | +4.3% | 
+39.7% |
   | bs=100 sw=10 sl=64 | p99 | 149,361 us | 143,243 us | 114,085 us | +4.3% | 
+30.9% |
   | bs=1000 sw=10 sl=64 | throughput | 905 tuples/sec | 912 tuples/sec | 1,023 
tuples/sec | -0.8% | -11.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.552 MB/s | 0.557 MB/s | 0.624 MB/s | -0.9% 
| -11.6% |
   | bs=1000 sw=10 sl=64 | p50 | 1,107,648 us | 1,095,382 us | 983,835 us | 
+1.1% | +12.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,158,898 us | 1,137,905 us | 1,023,777 us | 
+1.8% | +13.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,158,898 us | 1,137,905 us | 1,053,883 us | 
+1.8% | +10.0% |
   
   </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
   0,10,10,64,20,536.68,200,128000,373,0.227,25445.40,37369.86,37369.86
   1,100,10,64,20,2528.15,2000,1280000,791,0.483,126018.57,149360.88,149360.88
   
2,1000,10,64,20,22101.66,20000,12800000,905,0.552,1107647.50,1158897.77,1158897.77
   ```
   
   </details>
   


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