github-actions[bot] commented on PR #8456:
URL: https://github.com/apache/texera/pull/8456#issuecomment-5594677170

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 3 worse · ⚪ 12 noise (<±5%) · 0 without baseline
   
   > Compared against main `bda3400` 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/34301471824)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 433 | 0.264 | 22,047/30,647/30,647 us | 🔴 -8.7% / 
🔴 +92.1% |
   | ⚪ | bs=100 sw=10 sl=64 | 897 | 0.548 | 107,285/159,928/159,928 us | ⚪ 
within ±5% / 🔴 +47.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,096 | 0.669 | 911,403/964,361/964,361 us | ⚪ 
within ±5% / 🟢 -9.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `bda3400` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 433 tuples/sec | 474 tuples/sec | 758.07 
tuples/sec | -8.6% | -42.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.264 MB/s | 0.289 MB/s | 0.463 MB/s | -8.7% | 
-42.9% |
   | bs=10 sw=10 sl=64 | p50 | 22,047 us | 20,770 us | 12,892 us | +6.2% | 
+71.0% |
   | bs=10 sw=10 sl=64 | p95 | 30,647 us | 29,868 us | 15,953 us | +2.6% | 
+92.1% |
   | bs=10 sw=10 sl=64 | p99 | 30,647 us | 29,868 us | 19,452 us | +2.6% | 
+57.6% |
   | bs=100 sw=10 sl=64 | throughput | 897 tuples/sec | 905 tuples/sec | 985.38 
tuples/sec | -0.9% | -9.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.548 MB/s | 0.552 MB/s | 0.601 MB/s | -0.7% | 
-8.9% |
   | bs=100 sw=10 sl=64 | p50 | 107,285 us | 106,609 us | 101,292 us | +0.6% | 
+5.9% |
   | bs=100 sw=10 sl=64 | p95 | 159,928 us | 155,292 us | 108,395 us | +3.0% | 
+47.5% |
   | bs=100 sw=10 sl=64 | p99 | 159,928 us | 155,292 us | 119,793 us | +3.0% | 
+33.5% |
   | bs=1000 sw=10 sl=64 | throughput | 1,096 tuples/sec | 1,107 tuples/sec | 
1,010 tuples/sec | -1.0% | +8.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.669 MB/s | 0.676 MB/s | 0.616 MB/s | -1.0% 
| +8.5% |
   | bs=1000 sw=10 sl=64 | p50 | 911,403 us | 894,985 us | 997,720 us | +1.8% | 
-8.7% |
   | bs=1000 sw=10 sl=64 | p95 | 964,361 us | 1,001,690 us | 1,040,349 us | 
-3.7% | -7.3% |
   | bs=1000 sw=10 sl=64 | p99 | 964,361 us | 1,001,690 us | 1,070,423 us | 
-3.7% | -9.9% |
   
   </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
   0,10,10,64,20,461.96,200,128000,433,0.264,22047.39,30647.05,30647.05
   1,100,10,64,20,2228.71,2000,1280000,897,0.548,107285.28,159927.90,159927.90
   
2,1000,10,64,20,18254.97,20000,12800000,1096,0.669,911402.79,964361.15,964361.15
   ```
   
   </details>
   


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