github-actions[bot] commented on PR #5940:
URL: https://github.com/apache/texera/pull/5940#issuecomment-4793470584

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 3 worse · ⚪ 12 noise (<±5%) · 0 without baseline
   
   > Compared against main `e55d1ab` 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/28128164175)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 360 | 0.22 | 25,622/38,664/38,664 us | 🔴 +15.3% / 
🔴 +158.5% |
   | ⚪ | bs=100 sw=10 sl=64 | 766 | 0.467 | 126,861/166,098/166,098 us | ⚪ 
within ±5% / 🔴 +65.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 923 | 0.563 | 1,083,048/1,132,920/1,132,920 us | 
⚪ within ±5% / 🔴 +20.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `e55d1ab` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 360 tuples/sec | 393 tuples/sec | 799.7 
tuples/sec | -8.4% | -55.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.22 MB/s | 0.24 MB/s | 0.488 MB/s | -8.3% | 
-54.9% |
   | bs=10 sw=10 sl=64 | p50 | 25,622 us | 22,219 us | 12,125 us | +15.3% | 
+111.3% |
   | bs=10 sw=10 sl=64 | p95 | 38,664 us | 39,189 us | 14,959 us | -1.3% | 
+158.5% |
   | bs=10 sw=10 sl=64 | p99 | 38,664 us | 39,189 us | 18,503 us | -1.3% | 
+109.0% |
   | bs=100 sw=10 sl=64 | throughput | 766 tuples/sec | 800 tuples/sec | 1,069 
tuples/sec | -4.3% | -28.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.467 MB/s | 0.489 MB/s | 0.652 MB/s | -4.5% | 
-28.4% |
   | bs=100 sw=10 sl=64 | p50 | 126,861 us | 122,251 us | 92,709 us | +3.8% | 
+36.8% |
   | bs=100 sw=10 sl=64 | p95 | 166,098 us | 163,948 us | 100,227 us | +1.3% | 
+65.7% |
   | bs=100 sw=10 sl=64 | p99 | 166,098 us | 163,948 us | 109,877 us | +1.3% | 
+51.2% |
   | bs=1000 sw=10 sl=64 | throughput | 923 tuples/sec | 914 tuples/sec | 1,114 
tuples/sec | +1.0% | -17.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.563 MB/s | 0.558 MB/s | 0.68 MB/s | +0.9% | 
-17.2% |
   | bs=1000 sw=10 sl=64 | p50 | 1,083,048 us | 1,092,741 us | 899,197 us | 
-0.9% | +20.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,132,920 us | 1,160,918 us | 945,162 us | 
-2.4% | +19.9% |
   | bs=1000 sw=10 sl=64 | p99 | 1,132,920 us | 1,160,918 us | 986,231 us | 
-2.4% | +14.9% |
   
   </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
   0,10,10,64,20,555.06,200,128000,360,0.220,25622.49,38664.39,38664.39
   1,100,10,64,20,2611.20,2000,1280000,766,0.467,126860.95,166097.69,166097.69
   
2,1000,10,64,20,21669.72,20000,12800000,923,0.563,1083048.13,1132919.95,1132919.95
   ```
   
   </details>
   


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